From 49d282a75a5a9339b434e25054a017de76aff72c Mon Sep 17 00:00:00 2001
From: NRayya <82588017+NRayya@users.noreply.github.com>
Date: Sun, 26 Nov 2023 22:08:32 +0100
Subject: [PATCH] Deploy website - based on
 b4e4005cd9355484b30891a989f38ad24feda941

---
 404.html                                       |   4 ++--
 .../bagit-460f3ed41c493bde746a34fda8871ae5.png | Bin 0 -> 661928 bytes
 ...oposal-18589f4a8681221907f2dac538afad81.png | Bin 0 -> 252545 bytes
 ...-crate-f61dde40e83fd5e7aaac2f5d6b6a10ad.png | Bin 0 -> 537003 bytes
 assets/js/b160e371.95ad1fb5.js                 |   1 +
 assets/js/b160e371.ef3e8f57.js                 |   1 -
 assets/js/d3eb91ee.383f2ea4.js                 |   1 -
 assets/js/d3eb91ee.8a10cc8b.js                 |   1 +
 ...in.726c7d1b.js => runtime~main.6de59ba0.js} |   2 +-
 blog/archive/index.html                        |   4 ++--
 blog/first-blog-post/index.html                |   4 ++--
 blog/index.html                                |   4 ++--
 blog/long-blog-post/index.html                 |   4 ++--
 blog/mdx-blog-post/index.html                  |   4 ++--
 blog/tags/docusaurus/index.html                |   4 ++--
 blog/tags/facebook/index.html                  |   4 ++--
 blog/tags/hello/index.html                     |   4 ++--
 blog/tags/hola/index.html                      |   4 ++--
 blog/tags/index.html                           |   4 ++--
 blog/welcome/index.html                        |   4 ++--
 docs/category/data-formats/index.html          |   4 ++--
 .../index.html                                 |   4 ++--
 docs/category/michi/index.html                 |   4 ++--
 .../index.html                                 |   4 ++--
 .../category/nmr-task-force-meeting/index.html |   4 ++--
 .../index.html                                 |   4 ++--
 .../surveysrequests-for-comments/index.html    |   4 ++--
 docs/category/workshops/index.html             |   4 ++--
 docs/michi/intro/index.html                    |   4 ++--
 docs/michi/nmr/table/index.html                |   4 ++--
 docs/michi/nmr/text/index.html                 |   4 ++--
 .../fair-nmr/Surveys/chemotion/index.html      |   4 ++--
 .../fair-nmr/Surveys/nmrXiv/index.html         |   4 ++--
 docs/workshops/fair-nmr/links/index.html       |   4 ++--
 docs/workshops/fair-nmr/overview/index.html    |   4 ++--
 docs/workshops/intro/index.html                |   4 ++--
 docs/workshops/nmr-michi/links/index.html      |   6 +++---
 docs/workshops/nmr-michi/overview/index.html   |   9 +++++----
 docs/workshops/polymer/links/index.html        |   4 ++--
 docs/workshops/polymer/overview/index.html     |   4 ++--
 .../standard-formats/links/index.html          |   4 ++--
 .../standard-formats/overview/index.html       |   4 ++--
 img/nmr/bagit.png                              | Bin 0 -> 661928 bytes
 img/nmr/proposal.png                           | Bin 0 -> 252545 bytes
 img/nmr/ro-crate.png                           | Bin 0 -> 537003 bytes
 index.html                                     |   4 ++--
 markdown-page/index.html                       |   4 ++--
 47 files changed, 79 insertions(+), 78 deletions(-)
 create mode 100644 assets/images/bagit-460f3ed41c493bde746a34fda8871ae5.png
 create mode 100644 assets/images/proposal-18589f4a8681221907f2dac538afad81.png
 create mode 100644 assets/images/ro-crate-f61dde40e83fd5e7aaac2f5d6b6a10ad.png
 create mode 100644 assets/js/b160e371.95ad1fb5.js
 delete mode 100644 assets/js/b160e371.ef3e8f57.js
 delete mode 100644 assets/js/d3eb91ee.383f2ea4.js
 create mode 100644 assets/js/d3eb91ee.8a10cc8b.js
 rename assets/js/{runtime~main.726c7d1b.js => runtime~main.6de59ba0.js} (97%)
 create mode 100644 img/nmr/bagit.png
 create mode 100644 img/nmr/proposal.png
 create mode 100644 img/nmr/ro-crate.png

diff --git a/404.html b/404.html
index b82e1e3..cac0160 100644
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We aim to make it suitable for NMR repositories and the supplementary materials of publications, not for the metadata in the experiment section. Therefore, we want to emphasize that the chemist doesn't need to enter their data in the recommended format as long as the repository is capable of converting it. For instance, the user might only upload NMR datasets, then NMRium extracts the solvent, and the repository does the mapping to the CHEBI instance."),(0,n.kt)("p",null,"While forging this standard, we have considered two aspects: How to make sense of the data on the first hand, where we need the minimum mentioned here in the first level, and data traceability and reproducibility, where details like the number of scans and the instrument become very useful, so we asked for them in the second level."),(0,n.kt)("p",null,"The recommendations started with metadata for reporting NMR analyses of synthetic compounds only, covering the reaction leading to the analyzed product. Then the decision was taken to split the recommendations and remove the synthetic compounds section to make them more modular and broader to cover all small molecules, including natural products, synthetic compounds, and mixtures where we have known molecules. They also started by making crucial and automatically extractable metadata (",(0,n.kt)("a",{parentName:"p",href:"https://www.nmrium.org/"},"by NMRium"),") mandatory, which can encourage chemists to use automatic workflows, and we made metadata relevant to impurities recommended. However, for historical data, authors might fail to submit with restricted minimum information (MI), which led to the decision to keep automatically extractable metadata recommended if it wasn't crucial."),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/document/d/1fPltMeYXRmpCnzSOznekDpavrbIqzrpMyd8plNnrYcU/edit"},"Here is the link to the recommendations draft"),", which will be open for editing until publication."),(0,n.kt)("h2",{id:"scientific-applications-development---nmrium"},"Scientific Applications Development - NMRium"),(0,n.kt)("p",null,'Here we show Zakodium approach for the development of NMRium and how to make programming fair. Central to their methodology is the creation of highly sought-after libraries, such as React components including parsers, jcamp or Bruker converters, and tools for generating jcamp from other data.Zakodium adopts the practice of conventional committing to facilitate the automated generation of the change log based on bug fixes and new features, seamlessly closing associated issues. They harness continuous integration and leverage automatic GitHub testing. "Coverage" tells how much of the code was tested and which lines weren\'t, usually over 80% of the code is tested. '),(0,n.kt)("p",null,'To ensure the visibility and accessibility of their projects, Zakodium utilizes the Zenodo platform for publication, thereby obtaining Digital Object Identifiers (DOIs). Furthermore, they incorporate a "CITATION.cff" file, streamlining the generation of project citations in various formats, such as plain text or BibTeX. '),(0,n.kt)("h3",{id:"building-react-application"},"Building React Application:"),(0,n.kt)("p",null,"In the construction of React Applicationa, Zakodium employs a modular approach, relying on a multitude of specialized libraries for the graphical user interface (GUI), React components, and other functionalities. Impressively, over 60 libraries managed by Zakodium are integrated into NMRium, each serving specific purposes such as converters, structure viewing, and data loading and saving. A notable example is the 'nmr-load-save' library, capable of extracting comprehensive metadata from raw files within NMRium. Another case in point is 'Pixelium,' a library primarily focused on image processing. While not directly related to NMR, Pixelium extensively utilizes libraries originally created for NMRium, showcasing the versatility and cross-applicability of their development efforts. The team employs GitHub projects feature, providing a comprehensive overview of ongoing work and enabling the archiving of completed tasks. Automation is key in their workflow, with automatic bug reporting integrated into NMRium to promptly flag and address issues as they arise."),(0,n.kt)("h3",{id:"new-nmrium-features"},"New NMRium Features"),(0,n.kt)("p",null,"NMRium introduces a range of new features that enhance its capabilities:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Multiplet analysis"),": Conduct multiplet analysis directly within the browser without the need for downloads, where you can display multiplicity trees, show the structure and do the assignment.The relation between the tables, molecule and spectra is interactive."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Databases"),": NMRium incorporates a versatile database featur to have databases for solvent or references for instance. Users can perform searches based on structure, substructure, or shifts. Additionally, there is advanced search to look for specific atoms.\nSimulation:"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Prediction"),": Offering both 1D and 2D prediction capabilities, NMRium predicts spectra based on user-provided structures. It is also interactive. "),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Simulation"),": A novel addition, the simulation feature enables spectrum generation by entering values directly into the table, which is particularly beneficial for educational purposes"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Metabolomics"),": NMRium excels in handling substantial gigabyte-sized files even within the browser. Filtering options enable users to navigate and extract relevant information from large amount of files based on specific criteria such as the type."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"e-learning"),": You process the spectrum and and propose a structure and you find if correct or not.")),(0,n.kt)("h3",{id:"formats-discussion"},"Formats Discussion"),(0,n.kt)("p",null,"In our considerations of data formats, it's crucial to draw a distinction between archival formats and those tailored for processing. A case in point is mzML, which, despite its stability over time, has faced reservations among users for certain applications. In Massbank, there exists a diversity of formats, including the less-documented Bruker MS, in contrast to the well-documented Bruker NMR.\nIn the context of NMRium, an approach encapsulating both original and processed data within a single JSON file is adopted. Notably, the utilization of JSON holds the promise of longevity, as its readability is anticipated to endure over the next 30 years. Audit trails are needed and we need to be able to read the data in 30 years from now."),(0,n.kt)("h2",{id:"towards-open-nmr-data-formats---what-we-want-and-what-we-can-have"},"Towards Open NMR Data Formats - What We Want and What We Can Have"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/presentation/d/1QFzXAtckjrZBRC-RhCfl1dPXBVNx7wFiLdT-7kz_cGc/edit#slide=id.g255fdc7fa39_0_0"},"Dr. Johannes Liermann Presentation")),(0,n.kt)("p",null,"We prepare a sample with a molecule and in the spectrometer we get information that we want to assign to the molecule, which results in several layers of NMR data: raw data, processed data, assignment data and another layer that is the metadata. In higher levels in NMR it is difficult to tell what is data and what is metadata."),(0,n.kt)("p",null,"There are several NMR formats available:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"JCAMP"),": Text-based format with tags defining both metadata and actual data along with the binary data, making it lengthy if uncompressed."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Bruker"),": Utilizes a folder structure with various files. 'fid' file holds binary data from acquisition. 'acqu' file relates to JCAMP and provides metadata. Bruker dataset is comprehensive, containing all necessary elements to reproduce an NMR experiment."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"nmrML"),": Employs an embedded ontology, distinguishing itself as probably the only one of the  NMR formats utilizing ontology. Predominantly recognized in the metabolomics and biology domains but can be adapted for broader use."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"NMReData"),": Focuses beyond spectral data, extending into sdf structure and enriching it with 1D, 2D, assignments, coupling constants, and correlations.")),(0,n.kt)("p",null,"The landscape: JCAMP and Bruker cover raw and processed data and if at all assignment data.\nnmrML covers a little assignment but not designed for that. NMReDara is covers only assignment data."),(0,n.kt)("h3",{id:"challenges-examples"},"Challenges Examples:"),(0,n.kt)("pre",null,(0,n.kt)("code",{parentName:"pre"},"Challenge: \nSolution: Establishing a machine-readable syntax for pulse sequences can aid in identifying experiments and their parameters within the repository.\n")),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Flip angle in Bruker"),": Obtaining the flip angle information requires reference to the pulse sequence, which may be clear for chemists but poses difficulty for developers. Recognizing the specific NMR experiment, such as HMBC, within a repository can indeed be challenging due to the diverse pulse sequence names. However, they all follow a machine readable syntax that can identify the experiment."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"TOCSY Experiment Naming Complexity"),': TOCSY experiment names can be intricate, especially when the term "TOCSY" is not explicitly mentioned.'),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Deciphering Pulse Program Information"),": In cases like d8 representing the mixing time, finding the relevant information in the dataset file (D field) may be challenging as you have to find the 8th one."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Locating Coupling Constants"),": Coupling constants may be embedded in the pulse sequence, requiring additional steps for retrieval."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Ontologies"),": Maintaining consistency in units, solvent values, and experiment types can be challenging without standardized ontologies. We need to actively contribute to and utilize available NMR ontologies")),(0,n.kt)("h3",{id:"discussion"},"Discussion:"),(0,n.kt)("p",null,"Establishing a mapping between ontology descriptions and vendors' datasets emerges as a crucial step. Later on, software can take an ontology and select a relevant branch of it for example to ask the user to pick a solvent. To initiate the effective integration of ontologies into a format, the we need following considerations: The primary requirement is to incorporate unique identifiers for ontology terms, as the software doesn\u2019t need to understand the semantic of the term at this level. Integration of a unit ontology can enhance the consistency and accuracy of data representation. "),(0,n.kt)("p",null,"What do we want from an open NMR format? Do we need one to start with?"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"Bruker's documentation being open is a positive step. If it becomes even more widely adopted, it could potentially fulfill the needs of the NMR community, and it might reduce the immediate need for a separate open format. Developing and maintaining an open format requires considerable resources and collaboration. Modernizing Bruker formats might be a pragmatic approach, given their widespread usage.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"JCAMP's popularity for Electronic Lab Notebooks (ELNs) makes it challenging to replace with Bruker formats,. Overlapping documentation for various analytical techniques using JCAMP can lead to confusion and hinder effective utilization. Despite JCAMP's capacity for metadata, there are limitations in including crucial information, emphasizing the need for enhancements. JCAMP's textual nature poses challenges for modern parsers, discouraging efforts to update and modernize it. The lack of a standardized way to validate JCAMP, requiring parsers writing for all \"standard\" versions, adds complexity to the format. Introducing ontologies into JCAMP may face resistance due to concerns that such modifications might not align with the preferences or understanding of chemists."))),(0,n.kt)("p",null,"Collaborating with IUPAC by incorporating elements from Bruker and seeking IUPAC recommendations could be a strategic approach to improving and modernizing JCAMP. We can enhance JCAMP by identifying and determining the minimum information missing there and incorporating them. Utilizing the dot in JCAMP for optional fields could offer a structured way to add relevant information specific to NMR."),(0,n.kt)("h3",{id:"we-are-still-stuck-with-the-question-of-what-format-to-go-with"},"We Are Still Stuck With The Question of What Format to Go With"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"The consensus is to focus on enhancing existing formats rather than developing entirely new ones. The applied modifications should remain minimal. "),(0,n.kt)("li",{parentName:"ul"},"Acknowledgment that JCAMP, while popular, has limitations and misses important elements. This serves as a motivation to enhance and improve the format to capture more comprehensive data. A suggestion to take the JCAMP model and provide an additional serialization in JSON format, while emphasizing the importance of validation and testing, particularly for industry use.")),(0,n.kt)("p",null,"Conclusion:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},'Considering the option of having the existing files with an additional JSON file for metadata. We need use cases where available formats fall short is highlighted. Existing NMR formats are not perceived as "bad enough" to warrant the development of entirely new formats. This reflects a pragmatic approach to evolving the current standards.')),(0,n.kt)("h2",{id:"nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms"},"nmrXiv + NMRium as The Open Source Choice for NMR Platforms"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://drive.google.com/file/d/1xXmRkBTjp-Q3IbBDZZMkUgKN3SKHevFE/view?usp=sharing"},"Dr. Nils Schl\xf6rer Presentation")),(0,n.kt)("p",null,"The focus is on academia, not the industry. What tasks in the lab and the ideal workflow and what bottlenecks we have. What features we could have by merging nmrium with nmrXiv in such environment.\nLaboratories lack standardization, with variations in tools, systems, and practices, including the use of various systems such as LIMS (Laboratory Information Management Systems) and servers. Exploring the potential benefits of open access and automation in academic labs, with a particular emphasis on facilitating data submission without the need for a formal paper submission process, and providing the data to the user with accounts."),(0,n.kt)("p",null,"The repository, especially when integrated with applications like NMRium, becomes a valuable resource not only for visualization but also for data processing and assignment. Repositories have\ntwo aspects:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Administrator's Role: Involves quality checks, ranking, and overall management of the repository."),(0,n.kt)("li",{parentName:"ul"},"User Expectations: Consideration of user expectations and the importance of user-friendly interfaces. Understanding user needs is crucial, and overly complex or needy submission processes may deter users.")),(0,n.kt)("p",null,"Highlighting the importance of providing added value to users. For example, NMRium suggesting assignments for 2D spectra, which is a common need in routine analyses. "),(0,n.kt)("h3",{id:"ideal-laboratory-nmr-workflow"},"Ideal Laboratory NMR Workflow"),(0,n.kt)("p",null,"The ideal laboratory NMR workflow for generating data ready for submission involves several key considerations to streamline the process and enhance user experience:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Hosted Data Storage"),": Encourage the hosting of data in repositories rather than relying on local storage. Overcoming the preference for local storage by chemists can enhance data accessibility and sharing."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Structure Linkage"),": Ensure that each spectrum is linked to at least one corresponding chemical structure. Despite being common, the practice of not submitting structures should be hindered"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Consistent Local and Public Format"),": Promote the use of a consistent format for both local and public data storage. This minimizes the need for users to switch between different systems, ensuring a seamless workflow."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Integrated Visualization and Processing"),": Provide tools for direct visualization and processing of data on the same platform after data is created. Integrated capabilities eliminate the need for users to rely on external software, enhancing efficiency."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Living Data with NMRium"),': Implement the concept of "living data" with tools like NMRium in platforms such as nmrXiv. This approach ensures that data remains dynamic and interactive, allowing users to explore and analyze it comprehensively.'),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Digital Availability of 2D Information"),": Shift from the current practice where people distribute some digital data and do paper assignment and the 2D information is usually mainly ignored."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Unified Interface for All Tasks"),": Provide a unified interface that caters to all tasks, from data submission to visualization and processing."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Suggested Assignment Feature"),": Incorporate a feature that suggests assignments to users. This not only adds value, but also makes the platform more attractive and user-friendly."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Assignment Control"),": There should be some assignment control to check the plausibility by chemical shift comparisons but also can be used with case environment including logic, and if people do some assignment the system should be capable of continuing the job.")),(0,n.kt)("h3",{id:"success-factors"},"Success Factors:"),(0,n.kt)("p",null,"The success factors for an ideal NMR repository revolve around simplifying the user experience. Here's a breakdown of the key success factors:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Minimizing Interfaces"),": Chemists are averse to handling multiple interfaces, potentially leading them to revert to traditional paper methods. The repository should provide a unified interface, streamlining all steps of the NMR workflow featured below:\n",(0,n.kt)("img",{alt:"Ideal NMR Workflow",src:a(170).Z,width:"1574",height:"1174"}))),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Consistent Structure Provision"),": Ensuring that structures are consistently provided with every NMR dataset submission.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Privacy and Data Sharing Options"),": Privacy concerns users and we need flexible data sharing options, offering robust privacy features, including the ability to publish data with restricted access to specific groups. Providing users with options for controlling data visibility fosters trust and compliance instead of just missing the data."))),(0,n.kt)("p",null,(0,n.kt)("img",{alt:"Ideal NMR Compilation",src:a(6495).Z,width:"1538",height:"902"})),(0,n.kt)("h3",{id:"discussion-1"},"Discussion:"),(0,n.kt)("p",null,"The discussion underscores the importance of including Electronic Lab Notebooks (ELNs) in the vision for NMR data management.  Core facilities should play the role of raising the bar for data digitization. However, not all facilities may currently have the autonomy to enforce these practices, but they still should try for the better. Funders, such as DFG, can influence data quality by tying funding to specific standards. This creates a mechanism for control over data quality from the funder's perspective. The use of commercial management systems in the Jena platform lead to replacing traditional paper-based workflows. This shift underscores the practical adoption of digital tools. However, searching is based on people and groups rather than molecules. This limitation is attributed to the non-mandatory submission of structures."),(0,n.kt)("p",null,"nmrXiv repository layer is ready, with ongoing enhancements to the submission and molecule layers. Plans include building prediction and search layers separate from nmrXiv to facilitate broader usage. We already work with Chemotion, an open-source ELN that we found to be the best in the chemistry domain."),(0,n.kt)("h2",{id:"nmr-data-packaging-with-metadata-in-nfdi4chem"},"NMR Data Packaging with Metadata in NFDI4Chem"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0"},"Ms. Noura Rayya Presentation")),(0,n.kt)("p",null,"NMR Metadata Availability in NFDI4Chem: NFDI4Chem services, including nmrXiv (NMR data repository) and Chemotion (Repository for samples, reactions, and the accompanying analytical data), provide NMR metadata in a structured JSON format. This format adheres to schema.org and Bioschemas types, ensuring standardized representation.  The use of NMRium in nmrXiv and Chemotion ensures a high extraction of metadata. This metadata can be translated into schema JSON and further optimized to include all the minimum information, while recommended and optional data can still partially depends on user's input. The platforms already provide the means for users to input some of this data."),(0,n.kt)("p",null,"Metadata Loss during Data Download: Currently, for both repositories, when users download data, no structured metadata files are automatically added within the folder. This lack of inclusion poses a risk of potential metadata loss during the download process. In Chemotion, even datasets belonging to the same reaction need to be downloaded individually. This can be cumbersome and may contribute to a fragmented dataset. Users need to go through a separate download/export process to obtain metadata. This involves using separate download buttons (Chemotion) or making API calls (nmrXiv), adding an extra step to access metadata."),(0,n.kt)("p",null,'In Chemotion, it is common to find additional chemical materials in the "description" field that may not be present in the reaction table. This adds complexity when deciding what metadata to export, as there may be supplementary information in unstructured fields.'),(0,n.kt)("p",null,"The need to package related data and metadata together in one folder is crucial for efficient data management. Data packaging involves using tools to containerize data along with its associated metadata in a format that is both human- and machine-readable. "),(0,n.kt)("p",null,"Data packaging tools request metadata to be structured, ensuring that it follows a standardized format that is both human- and machine-readable. Some tools incorporate data integrity checks to monitor the data and ensure its consistency throughout different processes, such as downloading, zipping/unzipping, and transferring. The tools also provide packaged data in formats that are convenient to transfer and download."))}m.isMDXComponent=!0},6495:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/compilation-9d5750aa9b4cea88ebc4a5ce71b341e7.png"},170:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/nils-cdda2cef52f81ea7ae7a20b2594ce949.png"}}]);
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+"use strict";(self.webpackChunkworkshops=self.webpackChunkworkshops||[]).push([[6364],{3905:(e,t,a)=>{a.d(t,{Zo:()=>c,kt:()=>p});var i=a(7294);function n(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function o(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);t&&(i=i.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,i)}return a}function r(e){for(var t=1;t<arguments.length;t++){var a=null!=arguments[t]?arguments[t]:{};t%2?o(Object(a),!0).forEach((function(t){n(e,t,a[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):o(Object(a)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(a,t))}))}return e}function s(e,t){if(null==e)return{};var a,i,n=function(e,t){if(null==e)return{};var a,i,n={},o=Object.keys(e);for(i=0;i<o.length;i++)a=o[i],t.indexOf(a)>=0||(n[a]=e[a]);return n}(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(i=0;i<o.length;i++)a=o[i],t.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(n[a]=e[a])}return n}var l=i.createContext({}),d=function(e){var t=i.useContext(l),a=t;return e&&(a="function"==typeof e?e(t):r(r({},t),e)),a},c=function(e){var t=d(e.components);return i.createElement(l.Provider,{value:t},e.children)},m={inlineCode:"code",wrapper:function(e){var t=e.children;return i.createElement(i.Fragment,{},t)}},h=i.forwardRef((function(e,t){var a=e.components,n=e.mdxType,o=e.originalType,l=e.parentName,c=s(e,["components","mdxType","originalType","parentName"]),h=d(a),p=n,u=h["".concat(l,".").concat(p)]||h[p]||m[p]||o;return a?i.createElement(u,r(r({ref:t},c),{},{components:a})):i.createElement(u,r({ref:t},c))}));function p(e,t){var a=arguments,n=t&&t.mdxType;if("string"==typeof e||n){var o=a.length,r=new Array(o);r[0]=h;var s={};for(var l in t)hasOwnProperty.call(t,l)&&(s[l]=t[l]);s.originalType=e,s.mdxType="string"==typeof e?e:n,r[1]=s;for(var d=2;d<o;d++)r[d]=a[d];return i.createElement.apply(null,r)}return i.createElement.apply(null,a)}h.displayName="MDXCreateElement"},1648:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>l,contentTitle:()=>r,default:()=>m,frontMatter:()=>o,metadata:()=>s,toc:()=>d});var i=a(7462),n=(a(7294),a(3905));const o={sidebar_position:1},r="Workshop Overview",s={unversionedId:"workshops/nmr-michi/overview",id:"workshops/nmr-michi/overview",title:"Workshop Overview",description:"Date and Location",source:"@site/docs/workshops/nmr-michi/overview.md",sourceDirName:"workshops/nmr-michi",slug:"/workshops/nmr-michi/overview",permalink:"/workshops/docs/workshops/nmr-michi/overview",draft:!1,editUrl:"https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/nmr-michi/overview.md",tags:[],version:"current",sidebarPosition:1,frontMatter:{sidebar_position:1},sidebar:"tutorialSidebar",previous:{title:"NMR Task Force Meeting",permalink:"/workshops/docs/category/nmr-task-force-meeting"},next:{title:"Related Links",permalink:"/workshops/docs/workshops/nmr-michi/links"}},l={},d=[{value:"Date and Location",id:"date-and-location",level:2},{value:"Participants (Alphabetically)",id:"participants-alphabetically",level:2},{value:"Recommendations Standard for Reporting Liquid-State NMR Experiments of Small Molecules",id:"recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules",level:2},{value:"Scientific Applications Development - NMRium",id:"scientific-applications-development---nmrium",level:2},{value:"Building React Application:",id:"building-react-application",level:3},{value:"New NMRium Features",id:"new-nmrium-features",level:3},{value:"Formats Discussion",id:"formats-discussion",level:3},{value:"Towards Open NMR Data Formats - What We Want and What We Can Have",id:"towards-open-nmr-data-formats---what-we-want-and-what-we-can-have",level:2},{value:"Challenges Examples:",id:"challenges-examples",level:3},{value:"Discussion:",id:"discussion",level:3},{value:"We Are Still Stuck With The Question of What Format to Go With",id:"we-are-still-stuck-with-the-question-of-what-format-to-go-with",level:3},{value:"nmrXiv + NMRium as The Open Source Choice for NMR Platforms",id:"nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms",level:2},{value:"Ideal Laboratory NMR Workflow",id:"ideal-laboratory-nmr-workflow",level:3},{value:"Success Factors:",id:"success-factors",level:3},{value:"Discussion:",id:"discussion-1",level:3},{value:"NMR Data Packaging with Metadata in NFDI4Chem",id:"nmr-data-packaging-with-metadata-in-nfdi4chem",level:2},{value:"Data Packaging Approaches",id:"data-packaging-approaches",level:3},{value:"BagIt",id:"bagit",level:4},{value:"RO-Crate",id:"ro-crate",level:4},{value:"NFDI4Chem Proposal",id:"nfdi4chem-proposal",level:3},{value:"nmrCV Controlled Vocabulary",id:"nmrcv-controlled-vocabulary",level:2}],c={toc:d};function m(e){let{components:t,...o}=e;return(0,n.kt)("wrapper",(0,i.Z)({},c,o,{components:t,mdxType:"MDXLayout"}),(0,n.kt)("h1",{id:"workshop-overview"},"Workshop Overview"),(0,n.kt)("h2",{id:"date-and-location"},"Date and Location"),(0,n.kt)("p",null,"Jena: 19.07.2023"),(0,n.kt)("h2",{id:"participants-alphabetically"},"Participants (Alphabetically)"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0001-6966-0814"},"Prof. Christoph Steinbeck"),", Dr. Eva Ziegler, ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0003-2060-842X"},"Dr. Johannes Liermann"),", ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0002-4943-2643"},"prof Luc Patiny"),", ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0002-0990-9582"},"Dr. Nils Schl\xf6rer")," , Ms. Nisha Sharma, ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0009-0001-5998-5030"},"Ms. Noura Rayya"),", Dr. Pavel Kessler, ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0002-5990-4157"},"Dr. Stefan Kuhn"),", ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0002-7899-7192"},"Dr. Steffen Neumann"),", ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0003-4480-8661"},"Dr. Tillmann Fischer"),", ",(0,n.kt)("a",{parentName:"p",href:"https://orcid.org/0000-0002-2564-3243"},"Mr. Venkata Chandra Sekhar Nainala")),(0,n.kt)("h2",{id:"recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules"},"Recommendations Standard for Reporting Liquid-State NMR Experiments of Small Molecules"),(0,n.kt)("p",null,"This recommendations standard is a proposal from ",(0,n.kt)("a",{parentName:"p",href:"https://www.nfdi4chem.de/"},"NFDI4Chem")," of what metadata to report for liquid-state NMR experiments of small molecules. We aim to make it suitable for NMR repositories and the supplementary materials of publications, not for the metadata in the experiment section. Therefore, we want to emphasize that the chemist doesn't need to enter their data in the recommended format as long as the repository is capable of converting it. For instance, the user might only upload NMR datasets, then NMRium extracts the solvent, and the repository does the mapping to the CHEBI instance."),(0,n.kt)("p",null,"While forging this standard, we have considered two aspects: How to make sense of the data on the first hand, where we need the minimum mentioned here in the first level, and data traceability and reproducibility, where details like the number of scans and the instrument become very useful, so we asked for them in the second level."),(0,n.kt)("p",null,"The recommendations started with metadata for reporting NMR analyses of synthetic compounds only, covering the reaction leading to the analyzed product. Then the decision was taken to split the recommendations and remove the synthetic compounds section to make them more modular and broader to cover all small molecules, including natural products, synthetic compounds, and mixtures where we have known molecules. They also started by making crucial and automatically extractable metadata (",(0,n.kt)("a",{parentName:"p",href:"https://www.nmrium.org/"},"by NMRium"),") mandatory, which can encourage chemists to use automatic workflows, and we made metadata relevant to impurities recommended. However, for historical data, authors might fail to submit with restricted minimum information (MI), which led to the decision to keep automatically extractable metadata recommended if it wasn't crucial."),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/document/d/1fPltMeYXRmpCnzSOznekDpavrbIqzrpMyd8plNnrYcU/edit"},"Here is the link to the recommendations draft"),", which will be open for editing until publication."),(0,n.kt)("h2",{id:"scientific-applications-development---nmrium"},"Scientific Applications Development - NMRium"),(0,n.kt)("p",null,'Here we show Zakodium approach for the development of NMRium and how to make programming fair. Central to their methodology is the creation of highly sought-after libraries, such as React components including parsers, jcamp or Bruker converters, and tools for generating jcamp from other data.Zakodium adopts the practice of conventional committing to facilitate the automated generation of the change log based on bug fixes and new features, seamlessly closing associated issues. They harness continuous integration and leverage automatic GitHub testing. "Coverage" tells how much of the code was tested and which lines weren\'t, usually over 80% of the code is tested. '),(0,n.kt)("p",null,'To ensure the visibility and accessibility of their projects, Zakodium utilizes the Zenodo platform for publication, thereby obtaining Digital Object Identifiers (DOIs). Furthermore, they incorporate a "CITATION.cff" file, streamlining the generation of project citations in various formats, such as plain text or BibTeX. '),(0,n.kt)("h3",{id:"building-react-application"},"Building React Application:"),(0,n.kt)("p",null,"In the construction of React Applicationa, Zakodium employs a modular approach, relying on a multitude of specialized libraries for the graphical user interface (GUI), React components, and other functionalities. Impressively, over 60 libraries managed by Zakodium are integrated into NMRium, each serving specific purposes such as converters, structure viewing, and data loading and saving. A notable example is the 'nmr-load-save' library, capable of extracting comprehensive metadata from raw files within NMRium. Another case in point is 'Pixelium,' a library primarily focused on image processing. While not directly related to NMR, Pixelium extensively utilizes libraries originally created for NMRium, showcasing the versatility and cross-applicability of their development efforts. The team employs GitHub projects feature, providing a comprehensive overview of ongoing work and enabling the archiving of completed tasks. Automation is key in their workflow, with automatic bug reporting integrated into NMRium to promptly flag and address issues as they arise."),(0,n.kt)("h3",{id:"new-nmrium-features"},"New NMRium Features"),(0,n.kt)("p",null,"NMRium introduces a range of new features that enhance its capabilities:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Multiplet analysis"),": Conduct multiplet analysis directly within the browser without the need for downloads, where you can display multiplicity trees, show the structure and do the assignment.The relation between the tables, molecule and spectra is interactive."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Databases"),": NMRium incorporates a versatile database featur to have databases for solvent or references for instance. Users can perform searches based on structure, substructure, or shifts. Additionally, there is advanced search to look for specific atoms.\nSimulation:"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Prediction"),": Offering both 1D and 2D prediction capabilities, NMRium predicts spectra based on user-provided structures. It is also interactive. "),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Simulation"),": A novel addition, the simulation feature enables spectrum generation by entering values directly into the table, which is particularly beneficial for educational purposes"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Metabolomics"),": NMRium excels in handling substantial gigabyte-sized files even within the browser. Filtering options enable users to navigate and extract relevant information from large amount of files based on specific criteria such as the type."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"e-learning"),": You process the spectrum and and propose a structure and you find if correct or not.")),(0,n.kt)("h3",{id:"formats-discussion"},"Formats Discussion"),(0,n.kt)("p",null,"In our considerations of data formats, it's crucial to draw a distinction between archival formats and those tailored for processing. A case in point is mzML, which, despite its stability over time, has faced reservations among users for certain applications. In Massbank, there exists a diversity of formats, including the less-documented Bruker MS, in contrast to the well-documented Bruker NMR.\nIn the context of NMRium, an approach encapsulating both original and processed data within a single JSON file is adopted. Notably, the utilization of JSON holds the promise of longevity, as its readability is anticipated to endure over the next 30 years. Audit trails are needed and we need to be able to read the data in 30 years from now."),(0,n.kt)("h2",{id:"towards-open-nmr-data-formats---what-we-want-and-what-we-can-have"},"Towards Open NMR Data Formats - What We Want and What We Can Have"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/presentation/d/1QFzXAtckjrZBRC-RhCfl1dPXBVNx7wFiLdT-7kz_cGc/edit#slide=id.g255fdc7fa39_0_0"},"Dr. Johannes Liermann Presentation")),(0,n.kt)("p",null,"We prepare a sample with a molecule and in the spectrometer we get information that we want to assign to the molecule, which results in several layers of NMR data: raw data, processed data, assignment data and another layer that is the metadata. In higher levels in NMR it is difficult to tell what is data and what is metadata."),(0,n.kt)("p",null,"There are several NMR formats available:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"JCAMP"),": Text-based format with tags defining both metadata and actual data along with the binary data, making it lengthy if uncompressed."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Bruker"),": Utilizes a folder structure with various files. 'fid' file holds binary data from acquisition. 'acqu' file relates to JCAMP and provides metadata. Bruker dataset is comprehensive, containing all necessary elements to reproduce an NMR experiment."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"nmrML"),": Employs an embedded ontology, distinguishing itself as probably the only one of the  NMR formats utilizing ontology. Predominantly recognized in the metabolomics and biology domains but can be adapted for broader use."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"NMReData"),": Focuses beyond spectral data, extending into sdf structure and enriching it with 1D, 2D, assignments, coupling constants, and correlations.")),(0,n.kt)("p",null,"The landscape: JCAMP and Bruker cover raw and processed data and if at all assignment data.\nnmrML covers a little assignment but not designed for that. NMReDara is covers only assignment data."),(0,n.kt)("h3",{id:"challenges-examples"},"Challenges Examples:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Flip angle in Bruker"),": Obtaining the flip angle information requires reference to the pulse sequence, which may be clear for chemists but poses difficulty for developers. Recognizing the specific NMR experiment, such as HMBC, within a repository can indeed be challenging due to the diverse pulse sequence names. However, they all follow a machine readable syntax that can identify the experiment."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"TOCSY Experiment Naming Complexity"),': TOCSY experiment names can be intricate, especially when the term "TOCSY" is not explicitly mentioned.'),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Deciphering Pulse Program Information"),": In cases like d8 representing the mixing time, finding the relevant information in the dataset file (D field) may be challenging as you have to find the 8th one."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Locating Coupling Constants"),": Coupling constants may be embedded in the pulse sequence, requiring additional steps for retrieval."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Ontologies"),": Maintaining consistency in units, solvent values, and experiment types can be challenging without standardized ontologies. We need to actively contribute to and utilize available NMR ontologies")),(0,n.kt)("h3",{id:"discussion"},"Discussion:"),(0,n.kt)("p",null,"Establishing a mapping between ontology descriptions and vendors' datasets emerges as a crucial step. Later on, software can take an ontology and select a relevant branch of it for example to ask the user to pick a solvent. To initiate the effective integration of ontologies into a format, the we need following considerations: The primary requirement is to incorporate unique identifiers for ontology terms, as the software doesn\u2019t need to understand the semantic of the term at this level. Integration of a unit ontology can enhance the consistency and accuracy of data representation. "),(0,n.kt)("p",null,"What do we want from an open NMR format? Do we need one to start with?"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"Bruker's documentation being open is a positive step. If it becomes even more widely adopted, it could potentially fulfill the needs of the NMR community, and it might reduce the immediate need for a separate open format. Developing and maintaining an open format requires considerable resources and collaboration. Modernizing Bruker formats might be a pragmatic approach, given their widespread usage.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"JCAMP's popularity for Electronic Lab Notebooks (ELNs) makes it challenging to replace with Bruker formats,. Overlapping documentation for various analytical techniques using JCAMP can lead to confusion and hinder effective utilization. Despite JCAMP's capacity for metadata, there are limitations in including crucial information, emphasizing the need for enhancements. JCAMP's textual nature poses challenges for modern parsers, discouraging efforts to update and modernize it. The lack of a standardized way to validate JCAMP, requiring parsers writing for all \"standard\" versions, adds complexity to the format. Introducing ontologies into JCAMP may face resistance due to concerns that such modifications might not align with the preferences or understanding of chemists."))),(0,n.kt)("p",null,"Collaborating with IUPAC by incorporating elements from Bruker and seeking IUPAC recommendations could be a strategic approach to improving and modernizing JCAMP. We can enhance JCAMP by identifying and determining the minimum information missing there and incorporating them. Utilizing the dot in JCAMP for optional fields could offer a structured way to add relevant information specific to NMR."),(0,n.kt)("h3",{id:"we-are-still-stuck-with-the-question-of-what-format-to-go-with"},"We Are Still Stuck With The Question of What Format to Go With"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"The consensus is to focus on enhancing existing formats rather than developing entirely new ones. The applied modifications should remain minimal. "),(0,n.kt)("li",{parentName:"ul"},"Acknowledgment that JCAMP, while popular, has limitations and misses important elements. This serves as a motivation to enhance and improve the format to capture more comprehensive data. A suggestion to take the JCAMP model and provide an additional serialization in JSON format, while emphasizing the importance of validation and testing, particularly for industry use.")),(0,n.kt)("p",null,"Conclusion:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},'Considering the option of having the existing files with an additional JSON file for metadata. We need use cases where available formats fall short is highlighted. Existing NMR formats are not perceived as "bad enough" to warrant the development of entirely new formats. This reflects a pragmatic approach to evolving the current standards.')),(0,n.kt)("h2",{id:"nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms"},"nmrXiv + NMRium as The Open Source Choice for NMR Platforms"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://drive.google.com/file/d/1xXmRkBTjp-Q3IbBDZZMkUgKN3SKHevFE/view?usp=sharing"},"Dr. Nils Schl\xf6rer Presentation")),(0,n.kt)("p",null,"The focus is on academia, not the industry. What tasks in the lab and the ideal workflow and what bottlenecks we have. What features we could have by merging nmrium with nmrXiv in such environment.\nLaboratories lack standardization, with variations in tools, systems, and practices, including the use of various systems such as LIMS (Laboratory Information Management Systems) and servers. Exploring the potential benefits of open access and automation in academic labs, with a particular emphasis on facilitating data submission without the need for a formal paper submission process, and providing the data to the user with accounts."),(0,n.kt)("p",null,"The repository, especially when integrated with applications like NMRium, becomes a valuable resource not only for visualization but also for data processing and assignment. Repositories have\ntwo aspects:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Administrator's Role: Involves quality checks, ranking, and overall management of the repository."),(0,n.kt)("li",{parentName:"ul"},"User Expectations: Consideration of user expectations and the importance of user-friendly interfaces. Understanding user needs is crucial, and overly complex or needy submission processes may deter users.")),(0,n.kt)("p",null,"Highlighting the importance of providing added value to users. For example, NMRium suggesting assignments for 2D spectra, which is a common need in routine analyses. "),(0,n.kt)("h3",{id:"ideal-laboratory-nmr-workflow"},"Ideal Laboratory NMR Workflow"),(0,n.kt)("p",null,"The ideal laboratory NMR workflow for generating data ready for submission involves several key considerations to streamline the process and enhance user experience:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Hosted Data Storage"),": Encourage the hosting of data in repositories rather than relying on local storage. Overcoming the preference for local storage by chemists can enhance data accessibility and sharing."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Structure Linkage"),": Ensure that each spectrum is linked to at least one corresponding chemical structure. Despite being common, the practice of not submitting structures should be hindered"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Consistent Local and Public Format"),": Promote the use of a consistent format for both local and public data storage. This minimizes the need for users to switch between different systems, ensuring a seamless workflow."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Integrated Visualization and Processing"),": Provide tools for direct visualization and processing of data on the same platform after data is created. Integrated capabilities eliminate the need for users to rely on external software, enhancing efficiency."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Living Data with NMRium"),': Implement the concept of "living data" with tools like NMRium in platforms such as nmrXiv. This approach ensures that data remains dynamic and interactive, allowing users to explore and analyze it comprehensively.'),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Digital Availability of 2D Information"),": Shift from the current practice where people distribute some digital data and do paper assignment and the 2D information is usually mainly ignored."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Unified Interface for All Tasks"),": Provide a unified interface that caters to all tasks, from data submission to visualization and processing."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Suggested Assignment Feature"),": Incorporate a feature that suggests assignments to users. This not only adds value, but also makes the platform more attractive and user-friendly."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Assignment Control"),": There should be some assignment control to check the plausibility by chemical shift comparisons but also can be used with case environment including logic, and if people do some assignment the system should be capable of continuing the job.")),(0,n.kt)("h3",{id:"success-factors"},"Success Factors:"),(0,n.kt)("p",null,"The success factors for an ideal NMR repository revolve around simplifying the user experience. Here's a breakdown of the key success factors:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Minimizing Interfaces"),": Chemists are averse to handling multiple interfaces, potentially leading them to revert to traditional paper methods. The repository should provide a unified interface, streamlining all steps of the NMR workflow featured below:\n",(0,n.kt)("img",{alt:"Ideal NMR Workflow",src:a(170).Z,width:"1574",height:"1174"}))),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Consistent Structure Provision"),": Ensuring that structures are consistently provided with every NMR dataset submission.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Privacy and Data Sharing Options"),": Privacy concerns users and we need flexible data sharing options, offering robust privacy features, including the ability to publish data with restricted access to specific groups. Providing users with options for controlling data visibility fosters trust and compliance instead of just missing the data."))),(0,n.kt)("p",null,(0,n.kt)("img",{alt:"Ideal NMR Compilation",src:a(6495).Z,width:"1538",height:"902"})),(0,n.kt)("h3",{id:"discussion-1"},"Discussion:"),(0,n.kt)("p",null,"The discussion underscores the importance of including Electronic Lab Notebooks (ELNs) in the vision for NMR data management.  Core facilities should play the role of raising the bar for data digitization. However, not all facilities may currently have the autonomy to enforce these practices, but they still should try for the better. Funders, such as DFG, can influence data quality by tying funding to specific standards. This creates a mechanism for control over data quality from the funder's perspective. The use of commercial management systems in the Jena platform lead to replacing traditional paper-based workflows. This shift underscores the practical adoption of digital tools. However, searching is based on people and groups rather than molecules. This limitation is attributed to the non-mandatory submission of structures."),(0,n.kt)("p",null,"nmrXiv repository layer is ready, with ongoing enhancements to the submission and molecule layers. Plans include building prediction and search layers separate from nmrXiv to facilitate broader usage. We already work with Chemotion, an open-source ELN that we found to be the best in the chemistry domain."),(0,n.kt)("h2",{id:"nmr-data-packaging-with-metadata-in-nfdi4chem"},"NMR Data Packaging with Metadata in NFDI4Chem"),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0"},"Ms. Noura Rayya Presentation")),(0,n.kt)("p",null,"NMR Metadata Availability in NFDI4Chem: NFDI4Chem services, including nmrXiv (NMR data repository) and Chemotion (Repository for samples, reactions, and the accompanying analytical data), provide NMR metadata in a structured JSON format. This format adheres to schema.org and Bioschemas types, ensuring standardized representation.  The use of NMRium in nmrXiv and Chemotion ensures a high extraction of metadata. This metadata can be translated into schema JSON and further optimized to include all the minimum information, while recommended and optional data can still partially depends on user's input. The platforms already provide the means for users to input some of this data."),(0,n.kt)("p",null,"Metadata Loss during Data Download: Currently, for both repositories, when users download data, no structured metadata files are automatically added within the folder. This lack of inclusion poses a risk of potential metadata loss during the download process. In Chemotion, even datasets belonging to the same reaction need to be downloaded individually. This can be cumbersome and may contribute to a fragmented dataset. Users need to go through a separate download/export process to obtain metadata. This involves using separate download buttons (Chemotion) or making API calls (nmrXiv), adding an extra step to access metadata."),(0,n.kt)("p",null,'In Chemotion, it is common to find additional chemical materials in the "description" field that may not be present in the reaction table. This adds complexity when deciding what metadata to export, as there may be supplementary information in unstructured fields.'),(0,n.kt)("p",null,"The need to package related data and metadata together in one folder is crucial for efficient data management. Data packaging involves using tools to containerize data along with its associated metadata in a format that is both human- and machine-readable. "),(0,n.kt)("p",null,"Data packaging tools request metadata to be structured, ensuring that it follows a standardized format that is both human- and machine-readable. Some tools incorporate data integrity checks to monitor the data and ensure its consistency throughout different processes, such as downloading, zipping/unzipping, and transferring. The tools also provide packaged data in formats that are convenient to transfer and download."),(0,n.kt)("h3",{id:"data-packaging-approaches"},"Data Packaging Approaches"),(0,n.kt)("h4",{id:"bagit"},"BagIt"),(0,n.kt)("p",null,"BagIt provides file layout conventions for data packaging. Here's an overview of the key components of BagIt:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},'Root Folder - "Bag": The root folder, referred to as the "bag," is the primary container for organizing the data. It is has two types of files:',(0,n.kt)("ul",{parentName:"li"},(0,n.kt)("li",{parentName:"ul"},"Payload Files: The main data files."),(0,n.kt)("li",{parentName:"ul"},'Tag Files: Tag files serve a descriptive role, providing metadata or additional information about the contents of the "bag." ')))),(0,n.kt)("p",null,(0,n.kt)("img",{alt:"BagIt",src:a(7762).Z,width:"3728",height:"2026"})),(0,n.kt)("p",null,"The BagIt structure provides a clear and organized approach for data packaging. Here's a summary of the key components and requirements of the bag (root folder):"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Bag Declaration (bagit.txt)"),': The "bagit.txt" tag file establishes the BagIt version and character encoding for tag files. It MUST consist of exactly two lines in this order:',(0,n.kt)("ul",{parentName:"li"},(0,n.kt)("li",{parentName:"ul"},"BagIt-Version: M.N"),(0,n.kt)("li",{parentName:"ul"},"Tag-File-Character-Encoding: ENCODING"))),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Payload Manifest (manifest-algorithm.txt)"),": The payload manifest file lists each payload file name alongside a corresponding checksum. This allows for robust data integrity checking. A bag can have multiple payload manifests, each using a different checksum algorithm."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Additional Tag Files"),": BagIt allows for the inclusion of other tag files. For instance, adding DataCite metadata or RO-Crate JSON files enhances the bag's descriptive capabilities and interoperability with different metadata standards."),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},'Subdirectory "data"'),': The base directory MUST contain a subdirectory named "data." ')),(0,n.kt)("p",null,"BagIt has its format to integrate checksum algorithms allowing data integrity checking. It additionally offers flexibility in the folder structure to add different metadata files as it suits the user. However, it doesn\u2019t provide a structured way NMR related metadata. And even its structured specifications are txt based (",(0,n.kt)("a",{parentName:"p",href:"https://datatracker.ietf.org/doc/html/rfc8493#section-2.2.2"},"https://datatracker.ietf.org/doc/html/rfc8493#section-2.2.2")," )"),(0,n.kt)("h4",{id:"ro-crate"},"RO-Crate"),(0,n.kt)("p",null,"RO-Crate (Research Object Crate) is a method of aggregating and describing research data with associated metadata. This includes information about its creators, the equipment utilized, and the licensing terms for subsequent reuse."),(0,n.kt)("p",null,"RO-Crate leverages JSON-LD (JSON for Linked Data) to express metadata, describing data resources as well as contextual entities such as people, organizations, software, and equipment as a series of linked JSON-LD objects, utilizing commonly adopted vocabularies, primarily schema.org."),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"The root directory is identifiable by the presence of the RO-Crate Metadata File, named ro-crate-metadata.json."),(0,n.kt)("li",{parentName:"ul"},"The core of RO-Crate is a JSON-LD file, the RO-Crate Metadata File, named ro-crate-metadata.json. This file contains structured metadata about the dataset as a whole (the Root Data Entity). Optionally, this file may also contain metadata about some or all of the individual files within the dataset. This structured metadata file offers a straightforward means to assert assert the authors (e.g. people, organizations) of the RO-Crate or one its files. Additionally, it enables the capture of more intricate provenance information for files, encompassing details about how they were created using specific software and equipment."),(0,n.kt)("li",{parentName:"ul"},"Payload files and directories: These are the actual files and directories that make up the dataset being described.")),(0,n.kt)("p",null,(0,n.kt)("img",{alt:"RO-Crate",src:a(1876).Z,width:"2858",height:"922"})),(0,n.kt)("p",null,"An important distinction exists between the interpretation of datasets in RO-Crate and nmrXiv from NFDI4Chem, particularly in the categorization of folders within the root directory. While RO-Crate designates ",(0,n.kt)("strong",{parentName:"p"},"all"),' folders within any level of the root as "Datasets," nmrXiv considers a complete NMR assay (e.g., a Bruker folder or jcamp file) as a dataset, causing a huge confusion. This discrepancy becomes evident when, for example, a "Bruker" folder is present within the root, qualifying as a dataset according to RO-Crate\'s definition. Simultaneously, a "pdata" folder within the Bruker folder may also be considered a dataset within the RO-Crate framework. In contrast, nmrXiv views the entire assay folder as a dataset.'),(0,n.kt)("p",null,"Additionally, two identical Bruker and Jcamp assays will have different types in RO-Crate. The ",(0,n.kt)("a",{parentName:"p",href:"https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0"},"presentation")," demos many scenarios which won't work, including representing The NMR assay as RO-Crate root or grouping them under the root. "),(0,n.kt)("h3",{id:"nfdi4chem-proposal"},"NFDI4Chem Proposal"),(0,n.kt)("p",null,"NFDI4Chem advocates for a synergistic approach that harnesses the strengths of multiple packaging tools along with schema.org metadata to enhance the representation of NMR-specific data. The proposed combination includes:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"BagIt: For data integrity check."),(0,n.kt)("li",{parentName:"ul"},"RO-Crate: For folders structure."),(0,n.kt)("li",{parentName:"ul"},"Schema.org: For NMR-specific metadata.")),(0,n.kt)("p",null,(0,n.kt)("a",{parentName:"p",href:"https://drive.google.com/drive/folders/1T76q_5y3FAvxs7k71hlsyAfwKAIZ66DU"},"Here is a link")," to an exemplary NMR package."),(0,n.kt)("p",null,(0,n.kt)("img",{alt:"proposal",src:a(8556).Z,width:"1760",height:"996"})),(0,n.kt)("h2",{id:"nmrcv-controlled-vocabulary"},"nmrCV Controlled Vocabulary"),(0,n.kt)("p",null,"nmrCV, was initially developed as part of nmrML before 2019, and we still use it as an NMR controlled vocabulary.\nnmrCV still needs:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"Structure cleaning in terms of hierarchy."),(0,n.kt)("li",{parentName:"ul"},"Identifying and addressing missing terms."),(0,n.kt)("li",{parentName:"ul"},"Collaboration and importing relevant content."),(0,n.kt)("li",{parentName:"ul"},"Using ODK to dockerize the CV and manage its continuous integration.")))}m.isMDXComponent=!0},7762:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/bagit-460f3ed41c493bde746a34fda8871ae5.png"},6495:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/compilation-9d5750aa9b4cea88ebc4a5ce71b341e7.png"},170:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/nils-cdda2cef52f81ea7ae7a20b2594ce949.png"},8556:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/proposal-18589f4a8681221907f2dac538afad81.png"},1876:(e,t,a)=>{a.d(t,{Z:()=>i});const i=a.p+"assets/images/ro-crate-f61dde40e83fd5e7aaac2f5d6b6a10ad.png"}}]);
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href="/workshops/blog/mdx-blog-post">MDX Blog Post</a></li><li class="sidebarItem__DBe"><a class="sidebarItemLink_mo7H" href="/workshops/blog/long-blog-post">Long Blog Post</a></li><li class="sidebarItem__DBe"><a class="sidebarItemLink_mo7H" href="/workshops/blog/first-blog-post">First Blog Post</a></li></ul></nav></aside><main class="col col--7" itemscope="" itemtype="http://schema.org/Blog"><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/welcome">Welcome</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2021-08-26T00:00:00.000Z" itemprop="datePublished">August 26, 2021</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/slorber.png" alt="Sébastien Lorber"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Sébastien Lorber</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus maintainer</small></div></div></div><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/yangshun" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/yangshun.png" alt="Yangshun Tay"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/yangshun" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Yangshun Tay</span></a></div><small class="avatar__subtitle" itemprop="description">Front End Engineer @ Facebook</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p><a href="https://docusaurus.io/docs/blog" target="_blank" rel="noopener noreferrer">Docusaurus blogging features</a> are powered by the <a href="https://docusaurus.io/docs/api/plugins/@docusaurus/plugin-content-blog" target="_blank" rel="noopener noreferrer">blog plugin</a>.</p><p>Simply add Markdown files (or folders) to the <code>blog</code> directory.</p><p>Regular blog authors can be added to <code>authors.yml</code>.</p><p>The blog post date can be extracted from filenames, such as:</p><ul><li><code>2019-05-30-welcome.md</code></li><li><code>2019-05-30-welcome/index.md</code></li></ul><p>A blog post folder can be convenient to co-locate blog post images:</p><p><img loading="lazy" alt="Docusaurus Plushie" src="/workshops/assets/images/docusaurus-plushie-banner-a60f7593abca1e3eef26a9afa244e4fb.jpeg" width="1500" height="500" class="img_ev3q"></p><p>The blog supports tags as well!</p><p><strong>And if you don&#x27;t want a blog</strong>: just delete this directory, and use <code>blog: false</code> in your Docusaurus config.</p></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/facebook">facebook</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hello">hello</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/mdx-blog-post">MDX Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2021-08-01T00:00:00.000Z" itemprop="datePublished">August 1, 2021</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/slorber.png" alt="Sébastien Lorber"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Sébastien Lorber</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus maintainer</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>Blog posts support <a href="https://docusaurus.io/docs/markdown-features" target="_blank" rel="noopener noreferrer">Docusaurus Markdown features</a>, such as <a href="https://mdxjs.com/" target="_blank" rel="noopener noreferrer">MDX</a>.</p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Use the power of React to create interactive blog posts.</p><div class="language-js codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-js codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token operator" style="color:#393A34">&lt;</span><span class="token plain">button onClick</span><span class="token operator" style="color:#393A34">=</span><span class="token punctuation" style="color:#393A34">{</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token arrow operator" style="color:#393A34">=&gt;</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">alert</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">&#x27;button clicked!&#x27;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token operator" style="color:#393A34">&gt;</span><span class="token maybe-class-name">Click</span><span class="token plain"> me</span><span class="token operator" style="color:#393A34">!</span><span class="token operator" style="color:#393A34">&lt;</span><span class="token operator" style="color:#393A34">/</span><span class="token plain">button</span><span class="token operator" style="color:#393A34">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><button>Click me!</button></div></div></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/long-blog-post">Long Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2019-05-29T00:00:00.000Z" itemprop="datePublished">May 29, 2019</time> · <!-- -->3 min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/endiliey.png" alt="Endilie Yacop Sucipto"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Endilie Yacop Sucipto</span></a></div><small class="avatar__subtitle" itemprop="description">Maintainer of Docusaurus</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>This is the summary of a very long blog post,</p><p>Use a <code>&lt;!--</code> <code>truncate</code> <code>--&gt;</code> comment to limit blog post size in the list view.</p></div><footer class="row docusaurus-mt-lg"><div class="col col--9"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hello">hello</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div><div class="col text--right col--3"><a aria-label="Read more about Long Blog Post" href="/workshops/blog/long-blog-post"><b>Read More</b></a></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/first-blog-post">First Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2019-05-28T00:00:00.000Z" itemprop="datePublished">May 28, 2019</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/wgao19.png" alt="Gao Wei"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Gao Wei</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus Core Team</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum tempor eros aliquam consequat. Lorem ipsum dolor sit amet</p></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hola">hola</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><nav class="pagination-nav" aria-label="Blog list page navigation"></nav></main></div></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
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style="color:#393A34">&lt;</span><span class="token plain">button onClick</span><span class="token operator" style="color:#393A34">=</span><span class="token punctuation" style="color:#393A34">{</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token arrow operator" style="color:#393A34">=&gt;</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">alert</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">&#x27;button clicked!&#x27;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token operator" style="color:#393A34">&gt;</span><span class="token maybe-class-name">Click</span><span class="token plain"> me</span><span class="token operator" style="color:#393A34">!</span><span class="token operator" style="color:#393A34">&lt;</span><span class="token operator" style="color:#393A34">/</span><span class="token plain">button</span><span class="token operator" style="color:#393A34">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><button>Click me!</button></div></div></div><footer class="row docusaurus-mt-lg blogPostFooterDetailsFull_mRVl"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none 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href="/workshops/blog/mdx-blog-post">MDX Blog Post</a></li><li class="sidebarItem__DBe"><a class="sidebarItemLink_mo7H" href="/workshops/blog/long-blog-post">Long Blog Post</a></li><li class="sidebarItem__DBe"><a class="sidebarItemLink_mo7H" href="/workshops/blog/first-blog-post">First Blog Post</a></li></ul></nav></aside><main class="col col--7" itemscope="" itemtype="http://schema.org/Blog"><header class="margin-bottom--xl"><h1>4 posts tagged with &quot;docusaurus&quot;</h1><a href="/workshops/blog/tags">View All Tags</a></header><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/welcome">Welcome</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2021-08-26T00:00:00.000Z" itemprop="datePublished">August 26, 2021</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/slorber.png" alt="Sébastien Lorber"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Sébastien Lorber</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus maintainer</small></div></div></div><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/yangshun" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/yangshun.png" alt="Yangshun Tay"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/yangshun" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Yangshun Tay</span></a></div><small class="avatar__subtitle" itemprop="description">Front End Engineer @ Facebook</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p><a href="https://docusaurus.io/docs/blog" target="_blank" rel="noopener noreferrer">Docusaurus blogging features</a> are powered by the <a href="https://docusaurus.io/docs/api/plugins/@docusaurus/plugin-content-blog" target="_blank" rel="noopener noreferrer">blog plugin</a>.</p><p>Simply add Markdown files (or folders) to the <code>blog</code> directory.</p><p>Regular blog authors can be added to <code>authors.yml</code>.</p><p>The blog post date can be extracted from filenames, such as:</p><ul><li><code>2019-05-30-welcome.md</code></li><li><code>2019-05-30-welcome/index.md</code></li></ul><p>A blog post folder can be convenient to co-locate blog post images:</p><p><img loading="lazy" alt="Docusaurus Plushie" src="/workshops/assets/images/docusaurus-plushie-banner-a60f7593abca1e3eef26a9afa244e4fb.jpeg" width="1500" height="500" class="img_ev3q"></p><p>The blog supports tags as well!</p><p><strong>And if you don&#x27;t want a blog</strong>: just delete this directory, and use <code>blog: false</code> in your Docusaurus config.</p></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/facebook">facebook</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hello">hello</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/mdx-blog-post">MDX Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2021-08-01T00:00:00.000Z" itemprop="datePublished">August 1, 2021</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/slorber.png" alt="Sébastien Lorber"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://sebastienlorber.com" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Sébastien Lorber</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus maintainer</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>Blog posts support <a href="https://docusaurus.io/docs/markdown-features" target="_blank" rel="noopener noreferrer">Docusaurus Markdown features</a>, such as <a href="https://mdxjs.com/" target="_blank" rel="noopener noreferrer">MDX</a>.</p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Use the power of React to create interactive blog posts.</p><div class="language-js codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-js codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token operator" style="color:#393A34">&lt;</span><span class="token plain">button onClick</span><span class="token operator" style="color:#393A34">=</span><span class="token punctuation" style="color:#393A34">{</span><span class="token punctuation" style="color:#393A34">(</span><span class="token punctuation" style="color:#393A34">)</span><span class="token plain"> </span><span class="token arrow operator" style="color:#393A34">=&gt;</span><span class="token plain"> </span><span class="token function" style="color:#d73a49">alert</span><span class="token punctuation" style="color:#393A34">(</span><span class="token string" style="color:#e3116c">&#x27;button clicked!&#x27;</span><span class="token punctuation" style="color:#393A34">)</span><span class="token punctuation" style="color:#393A34">}</span><span class="token operator" style="color:#393A34">&gt;</span><span class="token maybe-class-name">Click</span><span class="token plain"> me</span><span class="token operator" style="color:#393A34">!</span><span class="token operator" style="color:#393A34">&lt;</span><span class="token operator" style="color:#393A34">/</span><span class="token plain">button</span><span class="token operator" style="color:#393A34">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><button>Click me!</button></div></div></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/long-blog-post">Long Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2019-05-29T00:00:00.000Z" itemprop="datePublished">May 29, 2019</time> · <!-- -->3 min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/endiliey.png" alt="Endilie Yacop Sucipto"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Endilie Yacop Sucipto</span></a></div><small class="avatar__subtitle" itemprop="description">Maintainer of Docusaurus</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>This is the summary of a very long blog post,</p><p>Use a <code>&lt;!--</code> <code>truncate</code> <code>--&gt;</code> comment to limit blog post size in the list view.</p></div><footer class="row docusaurus-mt-lg"><div class="col col--9"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hello">hello</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div><div class="col text--right col--3"><a aria-label="Read more about Long Blog Post" href="/workshops/blog/long-blog-post"><b>Read More</b></a></div></footer></article><article class="margin-bottom--xl" itemprop="blogPost" itemscope="" itemtype="http://schema.org/BlogPosting"><header><h2 class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/first-blog-post">First Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2019-05-28T00:00:00.000Z" itemprop="datePublished">May 28, 2019</time> · <!-- -->One min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/wgao19.png" alt="Gao Wei"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Gao Wei</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus Core Team</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum tempor eros aliquam consequat. Lorem ipsum dolor sit amet</p></div><footer class="row docusaurus-mt-lg"><div class="col"><b>Tags:</b><ul class="tags_jXut padding--none margin-left--sm"><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/hola">hola</a></li><li class="tag_QGVx"><a class="tag_zVej tagRegular_sFm0" href="/workshops/blog/tags/docusaurus">docusaurus</a></li></ul></div></footer></article><nav class="pagination-nav" aria-label="Blog list page navigation"></nav></main></div></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
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class="avatar__name"><a href="https://github.com/yangshun" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Yangshun Tay</span></a></div><small class="avatar__subtitle" itemprop="description">Front End Engineer @ Facebook</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p><a href="https://docusaurus.io/docs/blog" target="_blank" rel="noopener noreferrer">Docusaurus blogging features</a> are powered by the <a href="https://docusaurus.io/docs/api/plugins/@docusaurus/plugin-content-blog" target="_blank" rel="noopener noreferrer">blog plugin</a>.</p><p>Simply add Markdown files (or folders) to the <code>blog</code> directory.</p><p>Regular blog authors can be added to <code>authors.yml</code>.</p><p>The blog post date can be extracted from filenames, such as:</p><ul><li><code>2019-05-30-welcome.md</code></li><li><code>2019-05-30-welcome/index.md</code></li></ul><p>A blog post folder can be convenient to co-locate blog post 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class="title_f1Hy" itemprop="headline"><a itemprop="url" href="/workshops/blog/long-blog-post">Long Blog Post</a></h2><div class="container_mt6G margin-vert--md"><time datetime="2019-05-29T00:00:00.000Z" itemprop="datePublished">May 29, 2019</time> · <!-- -->3 min read</div><div class="margin-top--md margin-bottom--sm row"><div class="col col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/endiliey.png" alt="Endilie Yacop Sucipto"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/endiliey" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Endilie Yacop Sucipto</span></a></div><small class="avatar__subtitle" itemprop="description">Maintainer of 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col--6 authorCol_Hf19"><div class="avatar margin-bottom--sm"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" class="avatar__photo-link"><img class="avatar__photo" src="https://github.com/wgao19.png" alt="Gao Wei"></a><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><a href="https://github.com/wgao19" target="_blank" rel="noopener noreferrer" itemprop="url"><span itemprop="name">Gao Wei</span></a></div><small class="avatar__subtitle" itemprop="description">Docusaurus Core Team</small></div></div></div></div></header><div class="markdown" itemprop="articleBody"><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. 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href="/workshops/docs/category/recommendation-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules">Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules</a><button aria-label="Toggle the collapsible sidebar category &#x27;Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules&#x27;" type="button" class="clean-btn menu__caret"></button></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/workshops/docs/michi/nmr/text">Textual Guidelines</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/workshops/docs/michi/nmr/table">Tabular Guidelines</a></li></ul></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 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1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/workshops/docs/category/michi"><span itemprop="name">MIChI</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules</span><meta itemprop="position" content="2"></li></ul></nav><header><h1 class="title_kItE">Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules</h1><p>This recommendation standard is a proposal from NFDI4Chem to outline essential metadata required for documenting liquid-state NMR experiments of small molecules. We aim to make it suitable for NMR repositories and the supplementary materials of publications.The standard consists of textual guidelines explaining the meaning and purpose of the more concise tabular recommendations. Both can be found below.</p></header><article class="margin-top--lg"><section class="row list_eTzJ"><article class="col col--6 margin-bottom--lg"><a class="card padding--lg cardContainer_fWXF" href="/workshops/docs/michi/nmr/text"><h2 class="text--truncate cardTitle_rnsV" title="Textual Guidelines">📄️<!-- --> <!-- -->Textual Guidelines</h2><p class="text--truncate cardDescription_PWke" title="These textual guidelines explaining the meaning and purpose of the more concise tabular standard, which enumerates the requested metadata, each item assigned a number in the &quot;No.&quot; column, indicating the hierarchical relationship between rows. For example, &quot;NMR sample&quot; is assigned the number &quot;1,&quot; the “solvent” included in the sample is prefixed with &quot;1&quot; and has its own number &quot;2&quot; (1.2), and then the “ratio of solvents” is labeled as &quot;1.2.1.&quot;">These textual guidelines explaining the meaning and purpose of the more concise tabular standard, which enumerates the requested metadata, each item assigned a number in the &quot;No.&quot; column, indicating the hierarchical relationship between rows. For example, &quot;NMR sample&quot; is assigned the number &quot;1,&quot; the “solvent” included in the sample is prefixed with &quot;1&quot; and has its own number &quot;2&quot; (1.2), and then the “ratio of solvents” is labeled as &quot;1.2.1.&quot;</p></a></article><article class="col col--6 margin-bottom--lg"><a class="card padding--lg cardContainer_fWXF" href="/workshops/docs/michi/nmr/table"><h2 class="text--truncate cardTitle_rnsV" title="Tabular Guidelines">📄️<!-- --> <!-- -->Tabular Guidelines</h2><p class="text--truncate cardDescription_PWke" title="|No.|Metadata|NFDI4Chem ID|Definition|Export Format|C|FAIRspec Property|Human-Readable Example|Machine-Readable Example|Comments|">|No.|Metadata|NFDI4Chem ID|Definition|Export Format|C|FAIRspec Property|Human-Readable Example|Machine-Readable Example|Comments|</p></a></article></section></article><footer class="margin-top--lg"><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/workshops/docs/michi/intro"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Introduction</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/workshops/docs/michi/nmr/text"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Textual Guidelines</div></a></nav></footer></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
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Each of the developed standards will be a modular recommendation for Minimum Information on Chemical Investigations due to the sheer size and variability of the field. Prior to the publication of the standards, there will be a Request for Comments (RFC) as part of a public review of the standards. We are providing this platform to receive the comments from the broadest possible community.">NFDI4Chem is facilitating and organising a series of international workshops in different subdisciplines of chemistry to develop domain-specific MI standards. Each of the developed standards will be a modular recommendation for Minimum Information on Chemical Investigations due to the sheer size and variability of the field. Prior to the publication of the standards, there will be a Request for Comments (RFC) as part of a public review of the standards. 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content="3"></li></ul></nav><div class="theme-doc-markdown markdown"><h1>Tabular Guidelines</h1><table><thead><tr><th align="center"><p style="color:teal;font-weight:bold">No.</p></th><th align="center"><p style="color:teal;font-weight:bold">Metadata</p></th><th align="center"><p style="color:teal;font-weight:bold">NFDI4Chem ID</p></th><th align="center"><p style="color:teal;font-weight:bold">Definition</p></th><th align="center"><p style="color:teal;font-weight:bold">Export Format</p></th><th align="center"><p style="color:teal;font-weight:bold">C</p></th><th align="center"><p style="color:teal;font-weight:bold">FAIRspec Property</p></th><th align="center"><p style="color:teal;font-weight:bold">Human-Readable Example</p></th><th align="center"><p style="color:teal;font-weight:bold">Machine-Readable Example</p></th><th align="center"><p style="color:teal;font-weight:bold">Comments</p></th></tr></thead><tbody><tr><td align="center"><p style="color:grey;font-weight:bold">1</p></td><td align="center"><p style="color:grey;font-weight:bold">NMR Sample</p></td><td align="center"><p style="color:grey;font-weight:bold">NFDI.nmr.sample</p></td><td align="center"><p style="color:grey;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400128" target="_blank" rel="noopener noreferrer">NMR:1400128</a></p></td><td align="center"></td><td align="center"><p style="color:grey;font-weight:bold">1</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">1.1</p></td><td align="center"><p style="color:red;font-weight:bold">Analyzed Compound</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.sample.compound</p></td><td align="center"><p style="color:red;font-weight:bold">All the compounds found in the NMR sample after running the NMR investigation</p></td><td align="center"><ul><p style="color:red;font-weight:bold"></p><li>ChEBI ID or IRI that is a leaf of the ontology term molecular entity <a href="http://purl.obolibrary.org/obo/CHEBI_23367" target="_blank" rel="noopener noreferrer">(CHEBI:23367)</a> or</li><p></p><p style="color:red;font-weight:bold"></p><li>Pubchem ID or</li><p></p><p style="color:red;font-weight:bold"></p><li>Standard InChI or</li><p></p><p style="color:red;font-weight:bold"></p><li>SMILES</li><p></p></ul></td><td align="center"><p style="color:red;font-weight:bold">1-n</p></td><td align="center"></td><td align="center"><p style="color:red;font-weight:bold">caffeine</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="http://purl.obolibrary.org/obo/CHEBI_27732" target="_blank" rel="noopener noreferrer">CHEBI:27732</a></p></td><td align="center"><p style="color:red;font-weight:bold">This value is to be filled after the assignment.</p></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">1.2</p></td><td align="center"><p style="color:red;font-weight:bold">NMR Solvent</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.sample.solvent</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000330" target="_blank" rel="noopener noreferrer">NMR:1000330</a></p></td><td align="center"><p style="color:red;font-weight:bold">ChEBI ID which belongs to <a href="https://docs.google.com/spreadsheets/d/1dOxkQzEcOW5zSeyZa6SbQATmvW5kkMZC4XfjW0roLSs/edit#gid=0" target="_blank" rel="noopener noreferrer">this extendible list</a></p></td><td align="center"><p style="color:red;font-weight:bold">1-n</p></td><td align="center"><p style="color:red;font-weight:bold">IFD.property.dataobject.fairspec.nmr.expt_solvent</p></td><td align="center"><p style="color:red;font-weight:bold">D₂O</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI%3A41981" target="_blank" rel="noopener noreferrer">CHEBI:41981</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">1.2.1</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Solvent Volume/Volume Ratio</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.sample.solvent.ratio</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://www.ebi.ac.uk/ols/ontologies/snomed/terms?iri=http%3A%2F%2Fsnomed.info%2Fid%2F282380000" target="_blank" rel="noopener noreferrer">SNOMED:282380000</a> of <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000330" target="_blank" rel="noopener noreferrer">NMR:1000330</a></p></td><td align="center"><p style="color:green;font-weight:bold">ChEBI ID: ratio; ChEBI ID: ratio</p></td><td align="center"><p style="color:green;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">D₂O: 90; CH₃OD: 10</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI%3A41981" target="_blank" rel="noopener noreferrer">CHEBI:41981</a>: 90; <a href="https://www.ebi.ac.uk/chebi/searchId.do?chebiId=CHEBI%3A193133&amp;conversationContext=h" target="_blank" rel="noopener noreferrer">CHEBI:193133</a>: 10</p></td><td align="center"></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">1.3</p></td><td align="center"><p style="color:red;font-weight:bold">Chemical Shift Reference</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.sample.chemical_shift_reference</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400033" target="_blank" rel="noopener noreferrer">NMR:1400033</a></p></td><td align="center"><p style="color:red;font-weight:bold">An nmrCV ID for a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400033" target="_blank" rel="noopener noreferrer">NMR:1400033</a></p></td><td align="center"><p style="color:red;font-weight:bold">1</p></td><td align="center"></td><td align="center"><p style="color:red;font-weight:bold">TMS</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="http://purl.obolibrary.org/obo/UO_0000169" target="_blank" rel="noopener noreferrer">NMR:1000029</a></p></td><td align="center"><p style="color:red;font-weight:bold">The term <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400033" target="_blank" rel="noopener noreferrer">NMR:1400033</a> used in the defintion means chemical shift reference as it appears in the synonyms and considering its children</p></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">1.4.1</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Sample Tube Diameter</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.sample.tube.diameter</p></td><td align="center"><p style="color:green;font-weight:bold">The outer diameter of <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400132" target="_blank" rel="noopener noreferrer">NMR:1400132</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: millimeter <a href="http://purl.obolibrary.org/obo/UO_0000016" target="_blank" rel="noopener noreferrer">(UO:0000016)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">5 mm</p></td><td align="center"><p style="color:green;font-weight:bold">5 <a href="http://purl.obolibrary.org/obo/UO_0000016" target="_blank" rel="noopener noreferrer">UO:0000016</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">1.4.2</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Sample Tube Type</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.sample.tube.type</p></td><td align="center"><p style="color:green;font-weight:bold">The type of <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400132" target="_blank" rel="noopener noreferrer">NMR:1400132</a></p></td><td align="center"><p style="color:green;font-weight:bold">A leaf of <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400132" target="_blank" rel="noopener noreferrer">NMR:1400132</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">Young, coaxial, Shigemi...</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000269" target="_blank" rel="noopener noreferrer">NMR:1000269</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:gray;font-weight:bold">2</p></td><td align="center"><p style="color:gray;font-weight:bold">NMR Acquisition Parameter</p></td><td align="center"><p style="color:gray;font-weight:bold">NFDI.nmr.acquisition</p></td><td align="center"><p style="color:gray;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1001954" target="_blank" rel="noopener noreferrer">NMR:1001954</a></p></td><td align="center"></td><td align="center"><p style="color:gray;font-weight:bold">1-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">2.1</p></td><td align="center"><p style="color:red;font-weight:bold">Acquisition Nucleus</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.acquisition.nucleus</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400083" target="_blank" rel="noopener noreferrer">NMR:1400083</a></p></td><td align="center"><p style="color:red;font-weight:bold">The nuclei of atoms identified by ChEBI IDs that are leaves of the ontology term atom <a href="http://purl.obolibrary.org/obo/CHEBI_33250" target="_blank" rel="noopener noreferrer">(CHEBI:33250)</a></p></td><td align="center"><p style="color:red;font-weight:bold">1-n</p></td><td align="center"><p style="color:red;font-weight:bold">IFD.property.dataobject.fairspec.nmr.expt_nucl<!-- -->&lt;<!-- -->n&gt;</p></td><td align="center"><p style="color:red;font-weight:bold">13C</p></td><td align="center"><p style="color:red;font-weight:bold">The nucleus of <a href="http://purl.obolibrary.org/obo/CHEBI_36928" target="_blank" rel="noopener noreferrer">CHEBI:36928</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">2.2</p></td><td align="center"><p style="color:red;font-weight:bold">Irradiation Frequency</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.acquisition.frequency</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400026" target="_blank" rel="noopener noreferrer">NMR:1400026</a></p></td><td align="center"><p style="color:red;font-weight:bold">A number with unit:megaHertz <a href="http://purl.obolibrary.org/obo/UO_0000325" target="_blank" rel="noopener noreferrer">(UO:0000325)</a></p></td><td align="center"><p style="color:red;font-weight:bold">1</p></td><td align="center"><p style="color:red;font-weight:bold">IFD.property.dataobject.fairspec.nmr.expt_freq<!-- -->&lt;<!-- -->n&gt;</p></td><td align="center"><p style="color:red;font-weight:bold">400.02313552 MHz</p></td><td align="center"><p style="color:red;font-weight:bold">400.02313552 <a href="http://purl.obolibrary.org/obo/UO_0000325" target="_blank" rel="noopener noreferrer">UO:0000325</a></p></td><td align="center"><p style="color:red;font-weight:bold">Users must provide precision of 8 decimal digits</p></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">2.3</p></td><td align="center"><p style="color:red;font-weight:bold">NMR Method</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.acquisition.method</p></td><td align="center"><p style="color:red;font-weight:bold">Defines class of pulse sequence, for example 1D, 1D with decoupling, HSQC etc.</p></td><td align="center"><p style="color:red;font-weight:bold">Values from nmrCV when available. In the meantime, free text as clarified in the definition (1D, 1D with decoupling, HSQC, etc.)</p></td><td align="center"><p style="color:red;font-weight:bold">1</p></td><td align="center"><p style="color:red;font-weight:bold">IFD.property.dataobject.fairspec.nmr.expt_title</p></td><td align="center"><p style="color:red;font-weight:bold">HSQC</p></td><td align="center"><p style="color:red;font-weight:bold">HSQC</p></td><td align="center"></td></tr><tr><td align="center"><p style="color:red;font-weight:bold">2.4</p></td><td align="center"><p style="color:red;font-weight:bold">Flip Angle</p></td><td align="center"><p style="color:red;font-weight:bold">NFDI.nmr.acquisition.flip_angle</p></td><td align="center"><p style="color:red;font-weight:bold"><a href="https://www.degruyter.com/document/doi/10.1515/pac-2019-0203/html" target="_blank" rel="noopener noreferrer">Rotation that the net magnetization experiences during the application of a radiofrequency pulse in nuclear magnetic resonance spectroscopy.</a></p></td><td align="center"><p style="color:red;font-weight:bold">A number with unit: degree <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">(UO:0000185)</a></p></td><td align="center"><p style="color:red;font-weight:bold">1</p></td><td align="center"></td><td align="center"><p style="color:red;font-weight:bold">90°</p></td><td align="center"><p style="color:red;font-weight:bold">90 <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">UO:0000185</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.5</p></td><td align="center"><p style="color:green;font-weight:bold">Relaxation Delay</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.relaxation_delay</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400090" target="_blank" rel="noopener noreferrer">NMR:1400090</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: second based unit <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">(UO:1000010)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">2 sec</p></td><td align="center"><p style="color:green;font-weight:bold">2 <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">UO:0000010</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.6</p></td><td align="center"><p style="color:green;font-weight:bold">Number of Acquisition Data Points</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.number_of_acquisition_data_points</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400017" target="_blank" rel="noopener noreferrer">NMR:1400017</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: data point <a href="http://purl.allotrope.org/ontologies/result#AFR_0000186" target="_blank" rel="noopener noreferrer">(AFR:0000186)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">32768 data points</p></td><td align="center"><p style="color:green;font-weight:bold">32768 <a href="http://purl.allotrope.org/ontologies/result#AFR_0000186" target="_blank" rel="noopener noreferrer">AFR:0000186</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.7</p></td><td align="center"><p style="color:green;font-weight:bold">Sample Temperature Information</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.temperature</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400262" target="_blank" rel="noopener noreferrer">NMR:1400262</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: kelvin <a href="http://purl.obolibrary.org/obo/UO_0000012" target="_blank" rel="noopener noreferrer">(UO:0000012)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center">IFD.property.dataobject.fairspec.nmr.expt_absolute_temperature</td><td align="center"><p style="color:green;font-weight:bold">298.15 Kelvin</p></td><td align="center"><p style="color:green;font-weight:bold">298.15 <a href="http://purl.obolibrary.org/obo/UO_0000012" target="_blank" rel="noopener noreferrer">UO:0000012</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.8</p></td><td align="center"><p style="color:green;font-weight:bold">Number of Scans</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.number_of_scans</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400087" target="_blank" rel="noopener noreferrer">NMR:1400087</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number</p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">8</p></td><td align="center"><p style="color:green;font-weight:bold">8</p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.9</p></td><td align="center"><ul><p style="color:green;font-weight:bold"></p><li>Pulse Power or</li><li>Pulse Power Gradient</li><p></p></ul></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.pulse_power</p></td><td align="center"><p style="color:green;font-weight:bold"></p><ul><li>The power of the applied RF pulse. or</li><li>The power gradient of the applied RF pulse.</li></ul><p></p></td><td align="center"><p style="color:green;font-weight:bold">numbers with unit: watt based uni <a href="http://purl.obolibrary.org/obo/UO_1000114" target="_blank" rel="noopener noreferrer">(UO:1000114)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">10 Watt</p></td><td align="center"><p style="color:green;font-weight:bold">10 <a href="http://purl.obolibrary.org/obo/UO_1000114" target="_blank" rel="noopener noreferrer">UO:0000114</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.10</p></td><td align="center"><p style="color:green;font-weight:bold">Acquisition Time</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.acquisition_time</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/afo/terms?iri=http%3A%2F%2Fpurl.allotrope.org%2Fontologies%2Fresult%23AFR_0001158" target="_blank" rel="noopener noreferrer">AFR:0001158</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit:second based unit <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">(UO:1000010)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">20 sec</p></td><td align="center"><p style="color:green;font-weight:bold">20 <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">UO:0000010</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.11</p></td><td align="center"><p style="color:green;font-weight:bold">Usage of Shaped Radio Frequency Pulse</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.shaped_pulse</p></td><td align="center"><p style="color:green;font-weight:bold">Whether a <a href="http://purl.obolibrary.org/obo/CHMO_0001870" target="_blank" rel="noopener noreferrer">shaped radio frequency pulse</a> was used</p></td><td align="center"><p style="color:green;font-weight:bold">A <a href="http://semanticscience.org/resource/SIO_000268" target="_blank" rel="noopener noreferrer">truth value</a>: True or False</p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">TRUE</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://ontobee.org/ontology/SIO?iri=http://semanticscience.org/resource/SIO_000269" target="_blank" rel="noopener noreferrer">SIO:000269</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:gray;font-weight:bold">2.A</p></td><td align="center"><p style="color:gray;font-weight:bold">2D NMR</p></td><td align="center"><p style="color:gray;font-weight:bold">NFDI.nmr.acquisition.2d</p></td><td align="center"><p style="color:gray;font-weight:bold"><a href="http://purl.obolibrary.org/obo/CHMO_0000598" target="_blank" rel="noopener noreferrer">CHMO:0000598</a></p></td><td align="center"></td><td align="center"><p style="color:gray;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.A.1</p></td><td align="center"><p style="color:green;font-weight:bold">Mixing Time</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.2d.mixing_time</p></td><td align="center"><p style="color:green;font-weight:bold">Delay for dipolar cross-relaxation in NOE, TOCSY, exchange spectroscopy</p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit:second based unit (UO:1000010)</p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">0.5 sec</p></td><td align="center"><p style="color:green;font-weight:bold">0.5 UO:0000010</p></td><td align="center"><p style="color:green;font-weight:bold">Mandatory for NOE, TOCSY</p></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">2.A.2</p></td><td align="center"><p style="color:green;font-weight:bold">Constant Time</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.acquisition.2d.constant _time</p></td><td align="center"><p style="color:green;font-weight:bold">The fixed time period in a <a href="http://purl.obolibrary.org/obo/CHMO_0001874" target="_blank" rel="noopener noreferrer">constant time method</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit:second based unit <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">(UO:1000010)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">0.5 sec</p></td><td align="center"><p style="color:green;font-weight:bold">0.5 <a href="http://purl.obolibrary.org/obo/UO_1000010" target="_blank" rel="noopener noreferrer">UO:0000010</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:gray;font-weight:bold">3</p></td><td align="center"><p style="color:gray;font-weight:bold">NMR Instrument</p></td><td align="center"><p style="color:gray;font-weight:bold">NFDI.nmr.instrument</p></td><td align="center"><p style="color:gray;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400059" target="_blank" rel="noopener noreferrer">NMR:1400059</a></p></td><td align="center"></td><td align="center"><p style="color:gray;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">3.1</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Instrument Manufacturer</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.instrument.manufacturer</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400255" target="_blank" rel="noopener noreferrer">NMR:1400255</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID which is a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400255" target="_blank" rel="noopener noreferrer">NMR:1400255</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"><p style="color:green;font-weight:bold">IFD.property.dataobject.fairspec.nmr.instr_manufacturer_name</p></td><td align="center"><p style="color:green;font-weight:bold">Bruker</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400256" target="_blank" rel="noopener noreferrer">NMR:1400256</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">3.2</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Instrument Model</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.instrument.model</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000031" target="_blank" rel="noopener noreferrer">NMR:1000031</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID for a leaf from <a href="https://www.ebi.ac.uk/ols/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400059" target="_blank" rel="noopener noreferrer">NMR:1400059</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">AVANCE III HD</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000371" target="_blank" rel="noopener noreferrer">NMR:1000371</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">3.3</p></td><td align="center"><p style="color:green;font-weight:bold">NMR Probe</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.instrument.probe</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400014" target="_blank" rel="noopener noreferrer">NMR:1400014</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID which is a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400014" target="_blank" rel="noopener noreferrer">NMR:1400014</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"><p style="color:green;font-weight:bold">IFD.property.dataobject.fairspec.nmr.instr_probe_type</p></td><td align="center"><p style="color:green;font-weight:bold">5mm inverse detection cryoprobe</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000326" target="_blank" rel="noopener noreferrer">NMR:1000326</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:gray;font-weight:bold">4</p></td><td align="center"><p style="color:gray;font-weight:bold">NMR Data Processing</p></td><td align="center"><p style="color:gray;font-weight:bold">NFDI.nmr.processing</p></td><td align="center"><p style="color:gray;font-weight:bold">NMR:1400042</p></td><td align="center"></td><td align="center"><p style="color:gray;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.1</p></td><td align="center"><p style="color:green;font-weight:bold">Number of Zero Filling Points</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.zero_filling</p></td><td align="center"><p style="color:green;font-weight:bold">Number of data points of the FID after zero filling</p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: data point <a href="http://purl.allotrope.org/ontologies/result#AFR_0000186" target="_blank" rel="noopener noreferrer">(AFR:0000186)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">256000 data points</p></td><td align="center"><p style="color:green;font-weight:bold">256000 <a href="http://purl.allotrope.org/ontologies/result#AFR_0000186" target="_blank" rel="noopener noreferrer">AFR:0000186</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.2</p></td><td align="center"><p style="color:green;font-weight:bold">Window Function for Apodization</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.apodization_function</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400068" target="_blank" rel="noopener noreferrer">NMR:1400068</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID for a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400068" target="_blank" rel="noopener noreferrer">NMR:1400068</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">gaussian broadening</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400070" target="_blank" rel="noopener noreferrer">NMR:1400070</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.2.1</p></td><td align="center"><p style="color:green;font-weight:bold">Window Function Parameters</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.apodization_function.parameters</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400096" target="_blank" rel="noopener noreferrer">NMR:1400096</a></p></td><td align="center"><p style="color:green;font-weight:bold">Depends on the function</p></td><td align="center"><p style="color:green;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.3</p></td><td align="center"><p style="color:green;font-weight:bold">Baseline Correction</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.baseline_correction</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400074" target="_blank" rel="noopener noreferrer">NMR:1400074</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID for a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400074" target="_blank" rel="noopener noreferrer">NMR:1400074</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">polynomial</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000225" target="_blank" rel="noopener noreferrer">NMR:1000225</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.3.1</p></td><td align="center"><p style="color:green;font-weight:bold">Baseline Correction Parameters</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.baseline_correction.parameters</p></td><td align="center"><p style="color:green;font-weight:bold">A parameter to a baseline correction function</p></td><td align="center"><p style="color:green;font-weight:bold">Depends on the function</p></td><td align="center"><p style="color:green;font-weight:bold">0-n</p></td><td align="center"></td><td align="center"></td><td align="center"></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.4</p></td><td align="center"><p style="color:green;font-weight:bold">Phase Correction</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.phase_correction</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000071" target="_blank" rel="noopener noreferrer">NMR:1000071</a></p></td><td align="center"><p style="color:green;font-weight:bold">An nmrCV ID for a leaf from <a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000071" target="_blank" rel="noopener noreferrer">NMR:1000071</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">manual</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1000096" target="_blank" rel="noopener noreferrer">NMR:1000096</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.4.1</p></td><td align="center"><p style="color:green;font-weight:bold">Zero Order Phase Correction (ph0)</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.phase_correction.ph0</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400079" target="_blank" rel="noopener noreferrer">NMR:1400079</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: degree <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">(UO:0000185)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">-3.45684728°</p></td><td align="center"><p style="color:green;font-weight:bold">-3.45684728 <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">UO:0000185</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.4.2</p></td><td align="center"><p style="color:green;font-weight:bold">First Order Phase Correction (ph1)</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.phase_correction.ph1</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://terminology.nfdi4chem.de/ts/ontologies/nmrcv/terms?iri=http%3A%2F%2FnmrML.org%2FnmrCV%23NMR%3A1400080" target="_blank" rel="noopener noreferrer">NMR:1400080</a></p></td><td align="center"><p style="color:green;font-weight:bold">A number with unit: degree <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">(UO:0000185)</a></p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">4.457289234°</p></td><td align="center"><p style="color:green;font-weight:bold">4.457289234 <a href="http://purl.obolibrary.org/obo/UO_0000185" target="_blank" rel="noopener noreferrer">UO:0000185</a></p></td><td align="center"></td></tr><tr><td align="center"><p style="color:green;font-weight:bold">4.5</p></td><td align="center"><p style="color:green;font-weight:bold">Usage of Absolute Correction</p></td><td align="center"><p style="color:green;font-weight:bold">NFDI.nmr.processing.absolute_correction</p></td><td align="center"><p style="color:green;font-weight:bold">Whether a method was used that removes phase information like power or magnitude mode.</p></td><td align="center"><p style="color:green;font-weight:bold">A <a href="http://semanticscience.org/resource/SIO_000268" target="_blank" rel="noopener noreferrer">truth value</a>: True or False</p></td><td align="center"><p style="color:green;font-weight:bold">0-1</p></td><td align="center"></td><td align="center"><p style="color:green;font-weight:bold">TRUE</p></td><td align="center"><p style="color:green;font-weight:bold"><a href="https://ontobee.org/ontology/SIO?iri=http://semanticscience.org/resource/SIO_000269" target="_blank" rel="noopener noreferrer">SIO:000269</a></p></td><td 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for Reporting Liquid-State NMR Experiments of Small Molecules</a><button aria-label="Toggle the collapsible sidebar category &#x27;Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules&#x27;" type="button" class="clean-btn menu__caret"></button></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/workshops/docs/michi/nmr/text">Textual Guidelines</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/workshops/docs/michi/nmr/table">Tabular Guidelines</a></li></ul></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link 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content="3"></li></ul></nav><div class="theme-doc-markdown markdown"><h1>Textual Guidelines</h1><p>These textual guidelines explaining the meaning and purpose of the more concise <a href="/workshops/docs/michi/nmr/table">tabular standard</a>, which enumerates the requested metadata, each item assigned a number in the &quot;No.&quot; column, indicating the hierarchical relationship between rows. For example, &quot;NMR sample&quot; is assigned the number &quot;1,&quot; the “solvent” included in the sample is prefixed with &quot;1&quot; and has its own number &quot;2&quot; (1.2), and then the “ratio of solvents” is labeled as &quot;1.2.1.&quot;</p><p><img loading="lazy" alt="No Column" src="/workshops/assets/images/no-df5cafb75f8ec4da40ec2486fe5354db.png" width="1172" height="1150" class="img_ev3q"></p><p>We assign a unique NFDI4Chem identifier to each requested metadata point. All identifiers start with &quot;NFDI.nmr.&quot; and further extend in a structured manner, reflecting the hierarchical relationship between the respective elements:</p><ul><li>NFDI.nmr.sample</li><li>NFDI.nmr.sample.solvent</li><li>NFDI.nmr.sample.solvent.ratio</li></ul><p><img loading="lazy" alt="ID Column" src="/workshops/assets/images/id-36cf0f7017e6d257c8eb70851cf6300e.png" width="1172" height="1150" class="img_ev3q"></p><p>Whenever possible, we provide a definition for each element using a controlled vocabulary term within the &quot;Definition&quot; column.</p><p><img loading="lazy" alt="cv Column" src="/workshops/assets/images/cv-adc53a96b0ab34b4710a6ff5a3ccc409.png" width="1176" height="1150" class="img_ev3q"></p><p>The “Export Format” clarifies the expected format of the metadata when exported by the digital platforms, i.e. if the user submits a raw data file from which metadata can be extracted, the platform is not required to request the same metadata anew. Instead, it should be capable of mapping it to the mentioned format.</p><p>For instance, the Jeol format incorporates temperature values in Celsius, here the user doesn’t need to enter that value. Nevertheless, when the platform provides an export/download of the metadata, the system should map this temperature value to Kelvin, which comes from the UO ontology.</p><p><img loading="lazy" alt="Format Column" src="/workshops/assets/images/format-970ad576e2928b18bb8a863cd31d49f4.png" width="1124" height="1152" class="img_ev3q"></p><p>The cardinality column (C) indicates how often to report the metadata point. It splits the recommendations into two levels:</p><ul><li>Level 1 (required): This level encompasses the absolute minimum information (MI) that must be reported for NMR experiments. Infrastructure implementing this standard must not accept data missing this metadata. It can be identified in the table by a cardinality of no less than 1. The second sheet in the file summaries again all the MI in one table. For enhanced visibility, these entries are highlighted in red.</li><li>Level 2 (recommended): This level comprises metadata that is advisable to accompany the data whenever possible. However, in cases where this metadata is absent, the primary data can still be interpreted meaningfully. Infrastructure adhering to this standard must raise a warning when such metadata is missing.  Level 2 entries can be identified in the table by cardinality starting from 0. For enhanced visibility,  these entries are highlighted in green.</li></ul><p><img loading="lazy" alt="Cardinality Column" src="/workshops/assets/images/c-9a0a97381b047d9294ef90c331a57541.png" width="1118" height="1150" class="img_ev3q"></p><p>The cardinality of the four groups of requested metadata (highlighted in gray) is outlined as follows:</p><ol><li>NMR Sample: Cardinality = 1, as this recommendation considers NMR experiments conducted on 1 sample.</li><li>NMR Acquisition Parameter: Cardinality = 1 - n, indicating that each sample must possess at least one NMR assay with reported acquisition parameters. Moreover, it can have more than one assay.<ul><li>2D NMR: Cardinality = 0 - n, as one sample may not have any 2D assays, or it might have several (Recommended to have).</li></ul></li><li>NMR Instrument: Cardinality = 0 - n, as reporting instrument metadata is not mandatory (0), and a single sample can be studied in more than one instrument (n).</li><li>NMR Data Processing: Cardinality = 0 - n, as it is not mandatory to report processing metadata, but if the sample has n assays, then there will be n times of NMR Data Processing reports.</li></ol><p>Furthermore, we offer mapping to <a href="https://github.com/IUPAC/IUPAC-FAIRSpec/blob/main/src/main/java/org/iupac/fairdata/contrib/fairspec/fairspec.properties" target="_blank" rel="noopener noreferrer">FAIRspec properties</a> whenever feasible. Finally, both human-readable and machine-readable examples are provided for enhanced clarity and utility.</p><p><img loading="lazy" alt="FAIRspec Column" src="/workshops/assets/images/fair-0dadbb831488160b590ff0216ff72198.png" width="1068" height="1152" class="img_ev3q"></p><p>Next version:
 In the upcoming version, in addition to incorporating expected edits from the community, our aim is to actively contribute to NMR controlled vocabularies, and to expand the integration of these vocabularies into our recommendations.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/michi/nmr/text.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/workshops/docs/category/recommendation-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Recommendation Standard for Reporting Liquid-State NMR Experiments of Small Molecules</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/workshops/docs/michi/nmr/table"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Tabular Guidelines</div></a></nav></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
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class="theme-doc-markdown markdown"><h1>Related Links</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmrxiv">nmrXiv<a class="hash-link" href="#nmrxiv" title="Direct link to heading">​</a></h2><ul><li><a href="https://dev.nmrxiv.org/" target="_blank" rel="noopener noreferrer">Demo Website</a></li><li><a href="https://docs.google.com/presentation/d/1RohJT7r-yB0wxEybKBXvFXnsrIuG9_WJEvkuLc77FZ8/edit#slide=id.g11022d0d141_0_131" target="_blank" rel="noopener noreferrer">Presentation</a></li><li><a href="https://docs.google.com/presentation/d/1qPRu6uvcxtU1xWefQMtf1djU93wiMR1pbmLCxwMHLcY/edit#slide=id.p" target="_blank" rel="noopener noreferrer">Submission Pipeline</a></li><li><a href="https://github.com/NFDI4Chem/nmrxiv/discussions/144" target="_blank" rel="noopener noreferrer">Submission Workflow Discussion on GitHub</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="chemotion">Chemotion<a class="hash-link" href="#chemotion" title="Direct link to 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rel="noopener noreferrer">The Model</a></li><li><a href="https://docs.google.com/document/d/1PmqYur26JnnAytC4n4_zFwY1efggvL09YTU2zgF9Gkk/edit#" target="_blank" rel="noopener noreferrer">IUPAC FAIRSpec Specification Draft Working Document</a></li><li><a href="https://github.com/IUPAC/IUPAC-FAIRSpec/blob/main/documents/publications/2022.03.13%20PAC%20-%20FAIRSpec%20Guiding%20Principles%20-%20accepted.pdf" target="_blank" rel="noopener noreferrer">FAIRSpec Guiding Principles</a></li><li><a href="https://github.com/IUPAC/IUPAC-FAIRSpec/blob/main/src/main/java/org/iupac/fairdata/contrib/fairspec/fairspec.properties" target="_blank" rel="noopener noreferrer">FAIRSpec Properties</a></li><li><a href="https://github.com/IUPAC/IUPAC-FAIRSpec/blob/main/src/main/java/org/iupac/fairdata/common/ifd.properties" target="_blank" rel="noopener noreferrer">ifd properties</a></li><li><a href="https://chemapps.stolaf.edu/iupac/demo/demo.htm?pub=571" target="_blank" rel="noopener noreferrer">IUPAC FAIRData Finding Aid First-Attempt Demonstration Page</a> (The finding aids there are out of date already.)</li><li><a href="https://github.com/IUPAC/IUPAC-FAIRSpec/tree/main/src/main/java/com/integratedgraphics/ifd" target="_blank" rel="noopener noreferrer">Data-Extractor Tool</a></li><li><a href="https://chemapps.stolaf.edu/iupac/site/ifd2/acs.orglett.0c01022.IFD.findingaid.json" target="_blank" rel="noopener noreferrer">Version 2 of the IFD FAIRSpecFindingAid</a></li><li><a href="https://github.com/IUPAC/IUPAC-FAIRSpec/tree/main/examples/v2-preliminary" target="_blank" rel="noopener noreferrer">Old Examples of IFD FAIRSpecFindingAid</a></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/fair-nmr/links.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" 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 In addition to the properties, any IUPAC FAIRData Object (IFDObject type) can have parameters. Parameter are somehow similar to properties, but there is still differences:</li><li>Anyone can add any new parameter, while properties are controlled and more agreed on.</li><li>Parameters are not ontology driven.  </li><li>Parameters are not mandatory, It is the choice of ,e.g., the repository owner, but if they want to include them, then they should comply with FAIRspec specifications.</li><li>Parameters depend on the pulse sequence.  </li><li>We will focus on finding the properties easily with the finding aid without much digging into the data.
 The photo shows some possible spectrum properties annd parameters.
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Workshop Overview</span><meta itemprop="position" content="3"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Workshop Overview</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="date-and-location">Date and Location<a class="hash-link" href="#date-and-location" title="Direct link to heading">​</a></h2><p>Jena: 19.07.2023</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="participants-alphabetically">Participants (Alphabetically)<a class="hash-link" href="#participants-alphabetically" title="Direct link to heading">​</a></h2><p><a href="https://orcid.org/0000-0001-6966-0814" target="_blank" rel="noopener noreferrer">Prof. Christoph Steinbeck</a>, Dr. Eva Ziegler, <a href="https://orcid.org/0000-0003-2060-842X" target="_blank" rel="noopener noreferrer">Dr. Johannes Liermann</a>, <a href="https://orcid.org/0000-0002-4943-2643" target="_blank" rel="noopener noreferrer">prof Luc Patiny</a>, <a href="https://orcid.org/0000-0002-0990-9582" target="_blank" rel="noopener noreferrer">Dr. Nils Schlörer</a> , Ms. Nisha Sharma, <a href="https://orcid.org/0009-0001-5998-5030" target="_blank" rel="noopener noreferrer">Ms. Noura Rayya</a>, Dr. Pavel Kessler, <a href="https://orcid.org/0000-0002-5990-4157" target="_blank" rel="noopener noreferrer">Dr. Stefan Kuhn</a>, <a href="https://orcid.org/0000-0002-7899-7192" target="_blank" rel="noopener noreferrer">Dr. Steffen Neumann</a>, <a href="https://orcid.org/0000-0003-4480-8661" target="_blank" rel="noopener noreferrer">Dr. Tillmann Fischer</a>, <a href="https://orcid.org/0000-0002-2564-3243" target="_blank" rel="noopener noreferrer">Mr. Venkata Chandra Sekhar Nainala</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules">Recommendations Standard for Reporting Liquid-State NMR Experiments of Small Molecules<a class="hash-link" href="#recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules" title="Direct link to heading">​</a></h2><p>This recommendations standard is a proposal from <a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer">NFDI4Chem</a> of what metadata to report for liquid-state NMR experiments of small molecules. We aim to make it suitable for NMR repositories and the supplementary materials of publications, not for the metadata in the experiment section. Therefore, we want to emphasize that the chemist doesn&#x27;t need to enter their data in the recommended format as long as the repository is capable of converting it. For instance, the user might only upload NMR datasets, then NMRium extracts the solvent, and the repository does the mapping to the CHEBI instance.</p><p>While forging this standard, we have considered two aspects: How to make sense of the data on the first hand, where we need the minimum mentioned here in the first level, and data traceability and reproducibility, where details like the number of scans and the instrument become very useful, so we asked for them in the second level.</p><p>The recommendations started with metadata for reporting NMR analyses of synthetic compounds only, covering the reaction leading to the analyzed product. Then the decision was taken to split the recommendations and remove the synthetic compounds section to make them more modular and broader to cover all small molecules, including natural products, synthetic compounds, and mixtures where we have known molecules. They also started by making crucial and automatically extractable metadata (<a href="https://www.nmrium.org/" target="_blank" rel="noopener noreferrer">by NMRium</a>) mandatory, which can encourage chemists to use automatic workflows, and we made metadata relevant to impurities recommended. However, for historical data, authors might fail to submit with restricted minimum information (MI), which led to the decision to keep automatically extractable metadata recommended if it wasn&#x27;t crucial.</p><p><a href="https://docs.google.com/document/d/1fPltMeYXRmpCnzSOznekDpavrbIqzrpMyd8plNnrYcU/edit" target="_blank" rel="noopener noreferrer">Here is the link to the recommendations draft</a>, which will be open for editing until publication.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="scientific-applications-development---nmrium">Scientific Applications Development - NMRium<a class="hash-link" href="#scientific-applications-development---nmrium" title="Direct link to heading">​</a></h2><p>Here we show Zakodium approach for the development of NMRium and how to make programming fair. Central to their methodology is the creation of highly sought-after libraries, such as React components including parsers, jcamp or Bruker converters, and tools for generating jcamp from other data.Zakodium adopts the practice of conventional committing to facilitate the automated generation of the change log based on bug fixes and new features, seamlessly closing associated issues. They harness continuous integration and leverage automatic GitHub testing. &quot;Coverage&quot; tells how much of the code was tested and which lines weren&#x27;t, usually over 80% of the code is tested. </p><p>To ensure the visibility and accessibility of their projects, Zakodium utilizes the Zenodo platform for publication, thereby obtaining Digital Object Identifiers (DOIs). Furthermore, they incorporate a &quot;CITATION.cff&quot; file, streamlining the generation of project citations in various formats, such as plain text or BibTeX. </p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="building-react-application">Building React Application:<a class="hash-link" href="#building-react-application" title="Direct link to heading">​</a></h3><p>In the construction of React Applicationa, Zakodium employs a modular approach, relying on a multitude of specialized libraries for the graphical user interface (GUI), React components, and other functionalities. Impressively, over 60 libraries managed by Zakodium are integrated into NMRium, each serving specific purposes such as converters, structure viewing, and data loading and saving. A notable example is the &#x27;nmr-load-save&#x27; library, capable of extracting comprehensive metadata from raw files within NMRium. Another case in point is &#x27;Pixelium,&#x27; a library primarily focused on image processing. While not directly related to NMR, Pixelium extensively utilizes libraries originally created for NMRium, showcasing the versatility and cross-applicability of their development efforts. The team employs GitHub projects feature, providing a comprehensive overview of ongoing work and enabling the archiving of completed tasks. Automation is key in their workflow, with automatic bug reporting integrated into NMRium to promptly flag and address issues as they arise.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="new-nmrium-features">New NMRium Features<a class="hash-link" href="#new-nmrium-features" title="Direct link to heading">​</a></h3><p>NMRium introduces a range of new features that enhance its capabilities:</p><ul><li><strong>Multiplet analysis</strong>: Conduct multiplet analysis directly within the browser without the need for downloads, where you can display multiplicity trees, show the structure and do the assignment.The relation between the tables, molecule and spectra is interactive.</li><li><strong>Databases</strong>: NMRium incorporates a versatile database featur to have databases for solvent or references for instance. Users can perform searches based on structure, substructure, or shifts. Additionally, there is advanced search to look for specific atoms.
 Simulation:</li><li><strong>Prediction</strong>: Offering both 1D and 2D prediction capabilities, NMRium predicts spectra based on user-provided structures. It is also interactive. </li><li><strong>Simulation</strong>: A novel addition, the simulation feature enables spectrum generation by entering values directly into the table, which is particularly beneficial for educational purposes</li><li><strong>Metabolomics</strong>: NMRium excels in handling substantial gigabyte-sized files even within the browser. Filtering options enable users to navigate and extract relevant information from large amount of files based on specific criteria such as the type.</li><li><strong>e-learning</strong>: You process the spectrum and and propose a structure and you find if correct or not.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="formats-discussion">Formats Discussion<a class="hash-link" href="#formats-discussion" title="Direct link to heading">​</a></h3><p>In our considerations of data formats, it&#x27;s crucial to draw a distinction between archival formats and those tailored for processing. A case in point is mzML, which, despite its stability over time, has faced reservations among users for certain applications. In Massbank, there exists a diversity of formats, including the less-documented Bruker MS, in contrast to the well-documented Bruker NMR.
 In the context of NMRium, an approach encapsulating both original and processed data within a single JSON file is adopted. Notably, the utilization of JSON holds the promise of longevity, as its readability is anticipated to endure over the next 30 years. Audit trails are needed and we need to be able to read the data in 30 years from now.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="towards-open-nmr-data-formats---what-we-want-and-what-we-can-have">Towards Open NMR Data Formats - What We Want and What We Can Have<a class="hash-link" href="#towards-open-nmr-data-formats---what-we-want-and-what-we-can-have" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1QFzXAtckjrZBRC-RhCfl1dPXBVNx7wFiLdT-7kz_cGc/edit#slide=id.g255fdc7fa39_0_0" target="_blank" rel="noopener noreferrer">Dr. Johannes Liermann Presentation</a></p><p>We prepare a sample with a molecule and in the spectrometer we get information that we want to assign to the molecule, which results in several layers of NMR data: raw data, processed data, assignment data and another layer that is the metadata. In higher levels in NMR it is difficult to tell what is data and what is metadata.</p><p>There are several NMR formats available:</p><ul><li><strong>JCAMP</strong>: Text-based format with tags defining both metadata and actual data along with the binary data, making it lengthy if uncompressed.</li><li><strong>Bruker</strong>: Utilizes a folder structure with various files. &#x27;fid&#x27; file holds binary data from acquisition. &#x27;acqu&#x27; file relates to JCAMP and provides metadata. Bruker dataset is comprehensive, containing all necessary elements to reproduce an NMR experiment.</li><li><strong>nmrML</strong>: Employs an embedded ontology, distinguishing itself as probably the only one of the  NMR formats utilizing ontology. Predominantly recognized in the metabolomics and biology domains but can be adapted for broader use.</li><li><strong>NMReData</strong>: Focuses beyond spectral data, extending into sdf structure and enriching it with 1D, 2D, assignments, coupling constants, and correlations.</li></ul><p>The landscape: JCAMP and Bruker cover raw and processed data and if at all assignment data.
-nmrML covers a little assignment but not designed for that. NMReDara is covers only assignment data.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="challenges-examples">Challenges Examples:<a class="hash-link" href="#challenges-examples" title="Direct link to heading">​</a></h3><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">Challenge: </span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">Solution: Establishing a machine-readable syntax for pulse sequences can aid in identifying experiments and their parameters within the repository.</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ul><li><strong>Flip angle in Bruker</strong>: Obtaining the flip angle information requires reference to the pulse sequence, which may be clear for chemists but poses difficulty for developers. Recognizing the specific NMR experiment, such as HMBC, within a repository can indeed be challenging due to the diverse pulse sequence names. However, they all follow a machine readable syntax that can identify the experiment.</li><li><strong>TOCSY Experiment Naming Complexity</strong>: TOCSY experiment names can be intricate, especially when the term &quot;TOCSY&quot; is not explicitly mentioned.</li><li><strong>Deciphering Pulse Program Information</strong>: In cases like d8 representing the mixing time, finding the relevant information in the dataset file (D field) may be challenging as you have to find the 8th one.</li><li><strong>Locating Coupling Constants</strong>: Coupling constants may be embedded in the pulse sequence, requiring additional steps for retrieval.</li><li><strong>Ontologies</strong>: Maintaining consistency in units, solvent values, and experiment types can be challenging without standardized ontologies. We need to actively contribute to and utilize available NMR ontologies</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="discussion">Discussion:<a class="hash-link" href="#discussion" title="Direct link to heading">​</a></h3><p>Establishing a mapping between ontology descriptions and vendors&#x27; datasets emerges as a crucial step. Later on, software can take an ontology and select a relevant branch of it for example to ask the user to pick a solvent. To initiate the effective integration of ontologies into a format, the we need following considerations: The primary requirement is to incorporate unique identifiers for ontology terms, as the software doesn’t need to understand the semantic of the term at this level. Integration of a unit ontology can enhance the consistency and accuracy of data representation. </p><p>What do we want from an open NMR format? Do we need one to start with?</p><ul><li><p>Bruker&#x27;s documentation being open is a positive step. If it becomes even more widely adopted, it could potentially fulfill the needs of the NMR community, and it might reduce the immediate need for a separate open format. Developing and maintaining an open format requires considerable resources and collaboration. Modernizing Bruker formats might be a pragmatic approach, given their widespread usage.</p></li><li><p>JCAMP&#x27;s popularity for Electronic Lab Notebooks (ELNs) makes it challenging to replace with Bruker formats,. Overlapping documentation for various analytical techniques using JCAMP can lead to confusion and hinder effective utilization. Despite JCAMP&#x27;s capacity for metadata, there are limitations in including crucial information, emphasizing the need for enhancements. JCAMP&#x27;s textual nature poses challenges for modern parsers, discouraging efforts to update and modernize it. The lack of a standardized way to validate JCAMP, requiring parsers writing for all &quot;standard&quot; versions, adds complexity to the format. Introducing ontologies into JCAMP may face resistance due to concerns that such modifications might not align with the preferences or understanding of chemists.</p></li></ul><p>Collaborating with IUPAC by incorporating elements from Bruker and seeking IUPAC recommendations could be a strategic approach to improving and modernizing JCAMP. We can enhance JCAMP by identifying and determining the minimum information missing there and incorporating them. Utilizing the dot in JCAMP for optional fields could offer a structured way to add relevant information specific to NMR.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="we-are-still-stuck-with-the-question-of-what-format-to-go-with">We Are Still Stuck With The Question of What Format to Go With<a class="hash-link" href="#we-are-still-stuck-with-the-question-of-what-format-to-go-with" title="Direct link to heading">​</a></h3><ul><li>The consensus is to focus on enhancing existing formats rather than developing entirely new ones. The applied modifications should remain minimal. </li><li>Acknowledgment that JCAMP, while popular, has limitations and misses important elements. This serves as a motivation to enhance and improve the format to capture more comprehensive data. A suggestion to take the JCAMP model and provide an additional serialization in JSON format, while emphasizing the importance of validation and testing, particularly for industry use.</li></ul><p>Conclusion:</p><ul><li>Considering the option of having the existing files with an additional JSON file for metadata. We need use cases where available formats fall short is highlighted. Existing NMR formats are not perceived as &quot;bad enough&quot; to warrant the development of entirely new formats. This reflects a pragmatic approach to evolving the current standards.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms">nmrXiv + NMRium as The Open Source Choice for NMR Platforms<a class="hash-link" href="#nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms" title="Direct link to heading">​</a></h2><p><a href="https://drive.google.com/file/d/1xXmRkBTjp-Q3IbBDZZMkUgKN3SKHevFE/view?usp=sharing" target="_blank" rel="noopener noreferrer">Dr. Nils Schlörer Presentation</a></p><p>The focus is on academia, not the industry. What tasks in the lab and the ideal workflow and what bottlenecks we have. What features we could have by merging nmrium with nmrXiv in such environment.
+nmrML covers a little assignment but not designed for that. NMReDara is covers only assignment data.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="challenges-examples">Challenges Examples:<a class="hash-link" href="#challenges-examples" title="Direct link to heading">​</a></h3><ul><li><strong>Flip angle in Bruker</strong>: Obtaining the flip angle information requires reference to the pulse sequence, which may be clear for chemists but poses difficulty for developers. Recognizing the specific NMR experiment, such as HMBC, within a repository can indeed be challenging due to the diverse pulse sequence names. However, they all follow a machine readable syntax that can identify the experiment.</li><li><strong>TOCSY Experiment Naming Complexity</strong>: TOCSY experiment names can be intricate, especially when the term &quot;TOCSY&quot; is not explicitly mentioned.</li><li><strong>Deciphering Pulse Program Information</strong>: In cases like d8 representing the mixing time, finding the relevant information in the dataset file (D field) may be challenging as you have to find the 8th one.</li><li><strong>Locating Coupling Constants</strong>: Coupling constants may be embedded in the pulse sequence, requiring additional steps for retrieval.</li><li><strong>Ontologies</strong>: Maintaining consistency in units, solvent values, and experiment types can be challenging without standardized ontologies. We need to actively contribute to and utilize available NMR ontologies</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="discussion">Discussion:<a class="hash-link" href="#discussion" title="Direct link to heading">​</a></h3><p>Establishing a mapping between ontology descriptions and vendors&#x27; datasets emerges as a crucial step. Later on, software can take an ontology and select a relevant branch of it for example to ask the user to pick a solvent. To initiate the effective integration of ontologies into a format, the we need following considerations: The primary requirement is to incorporate unique identifiers for ontology terms, as the software doesn’t need to understand the semantic of the term at this level. Integration of a unit ontology can enhance the consistency and accuracy of data representation. </p><p>What do we want from an open NMR format? Do we need one to start with?</p><ul><li><p>Bruker&#x27;s documentation being open is a positive step. If it becomes even more widely adopted, it could potentially fulfill the needs of the NMR community, and it might reduce the immediate need for a separate open format. Developing and maintaining an open format requires considerable resources and collaboration. Modernizing Bruker formats might be a pragmatic approach, given their widespread usage.</p></li><li><p>JCAMP&#x27;s popularity for Electronic Lab Notebooks (ELNs) makes it challenging to replace with Bruker formats,. Overlapping documentation for various analytical techniques using JCAMP can lead to confusion and hinder effective utilization. Despite JCAMP&#x27;s capacity for metadata, there are limitations in including crucial information, emphasizing the need for enhancements. JCAMP&#x27;s textual nature poses challenges for modern parsers, discouraging efforts to update and modernize it. The lack of a standardized way to validate JCAMP, requiring parsers writing for all &quot;standard&quot; versions, adds complexity to the format. Introducing ontologies into JCAMP may face resistance due to concerns that such modifications might not align with the preferences or understanding of chemists.</p></li></ul><p>Collaborating with IUPAC by incorporating elements from Bruker and seeking IUPAC recommendations could be a strategic approach to improving and modernizing JCAMP. We can enhance JCAMP by identifying and determining the minimum information missing there and incorporating them. Utilizing the dot in JCAMP for optional fields could offer a structured way to add relevant information specific to NMR.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="we-are-still-stuck-with-the-question-of-what-format-to-go-with">We Are Still Stuck With The Question of What Format to Go With<a class="hash-link" href="#we-are-still-stuck-with-the-question-of-what-format-to-go-with" title="Direct link to heading">​</a></h3><ul><li>The consensus is to focus on enhancing existing formats rather than developing entirely new ones. The applied modifications should remain minimal. </li><li>Acknowledgment that JCAMP, while popular, has limitations and misses important elements. This serves as a motivation to enhance and improve the format to capture more comprehensive data. A suggestion to take the JCAMP model and provide an additional serialization in JSON format, while emphasizing the importance of validation and testing, particularly for industry use.</li></ul><p>Conclusion:</p><ul><li>Considering the option of having the existing files with an additional JSON file for metadata. We need use cases where available formats fall short is highlighted. Existing NMR formats are not perceived as &quot;bad enough&quot; to warrant the development of entirely new formats. This reflects a pragmatic approach to evolving the current standards.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms">nmrXiv + NMRium as The Open Source Choice for NMR Platforms<a class="hash-link" href="#nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms" title="Direct link to heading">​</a></h2><p><a href="https://drive.google.com/file/d/1xXmRkBTjp-Q3IbBDZZMkUgKN3SKHevFE/view?usp=sharing" target="_blank" rel="noopener noreferrer">Dr. Nils Schlörer Presentation</a></p><p>The focus is on academia, not the industry. What tasks in the lab and the ideal workflow and what bottlenecks we have. What features we could have by merging nmrium with nmrXiv in such environment.
 Laboratories lack standardization, with variations in tools, systems, and practices, including the use of various systems such as LIMS (Laboratory Information Management Systems) and servers. Exploring the potential benefits of open access and automation in academic labs, with a particular emphasis on facilitating data submission without the need for a formal paper submission process, and providing the data to the user with accounts.</p><p>The repository, especially when integrated with applications like NMRium, becomes a valuable resource not only for visualization but also for data processing and assignment. Repositories have
 two aspects:</p><ul><li>Administrator&#x27;s Role: Involves quality checks, ranking, and overall management of the repository.</li><li>User Expectations: Consideration of user expectations and the importance of user-friendly interfaces. Understanding user needs is crucial, and overly complex or needy submission processes may deter users.</li></ul><p>Highlighting the importance of providing added value to users. For example, NMRium suggesting assignments for 2D spectra, which is a common need in routine analyses. </p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="ideal-laboratory-nmr-workflow">Ideal Laboratory NMR Workflow<a class="hash-link" href="#ideal-laboratory-nmr-workflow" title="Direct link to heading">​</a></h3><p>The ideal laboratory NMR workflow for generating data ready for submission involves several key considerations to streamline the process and enhance user experience:</p><ul><li><strong>Hosted Data Storage</strong>: Encourage the hosting of data in repositories rather than relying on local storage. Overcoming the preference for local storage by chemists can enhance data accessibility and sharing.</li><li><strong>Structure Linkage</strong>: Ensure that each spectrum is linked to at least one corresponding chemical structure. Despite being common, the practice of not submitting structures should be hindered</li><li><strong>Consistent Local and Public Format</strong>: Promote the use of a consistent format for both local and public data storage. This minimizes the need for users to switch between different systems, ensuring a seamless workflow.</li><li><strong>Integrated Visualization and Processing</strong>: Provide tools for direct visualization and processing of data on the same platform after data is created. Integrated capabilities eliminate the need for users to rely on external software, enhancing efficiency.</li><li><strong>Living Data with NMRium</strong>: Implement the concept of &quot;living data&quot; with tools like NMRium in platforms such as nmrXiv. This approach ensures that data remains dynamic and interactive, allowing users to explore and analyze it comprehensively.</li><li><strong>Digital Availability of 2D Information</strong>: Shift from the current practice where people distribute some digital data and do paper assignment and the 2D information is usually mainly ignored.</li><li><strong>Unified Interface for All Tasks</strong>: Provide a unified interface that caters to all tasks, from data submission to visualization and processing.</li><li><strong>Suggested Assignment Feature</strong>: Incorporate a feature that suggests assignments to users. This not only adds value, but also makes the platform more attractive and user-friendly.</li><li><strong>Assignment Control</strong>: There should be some assignment control to check the plausibility by chemical shift comparisons but also can be used with case environment including logic, and if people do some assignment the system should be capable of continuing the job.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="success-factors">Success Factors:<a class="hash-link" href="#success-factors" title="Direct link to heading">​</a></h3><p>The success factors for an ideal NMR repository revolve around simplifying the user experience. Here&#x27;s a breakdown of the key success factors:</p><ul><li><p><strong>Minimizing Interfaces</strong>: Chemists are averse to handling multiple interfaces, potentially leading them to revert to traditional paper methods. The repository should provide a unified interface, streamlining all steps of the NMR workflow featured below:
-<img loading="lazy" alt="Ideal NMR Workflow" src="/workshops/assets/images/nils-cdda2cef52f81ea7ae7a20b2594ce949.png" width="1574" height="1174" class="img_ev3q"></p></li><li><p><strong>Consistent Structure Provision</strong>: Ensuring that structures are consistently provided with every NMR dataset submission.</p></li><li><p><strong>Privacy and Data Sharing Options</strong>: Privacy concerns users and we need flexible data sharing options, offering robust privacy features, including the ability to publish data with restricted access to specific groups. Providing users with options for controlling data visibility fosters trust and compliance instead of just missing the data.</p></li></ul><p><img loading="lazy" alt="Ideal NMR Compilation" src="/workshops/assets/images/compilation-9d5750aa9b4cea88ebc4a5ce71b341e7.png" width="1538" height="902" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="discussion-1">Discussion:<a class="hash-link" href="#discussion-1" title="Direct link to heading">​</a></h3><p>The discussion underscores the importance of including Electronic Lab Notebooks (ELNs) in the vision for NMR data management.  Core facilities should play the role of raising the bar for data digitization. However, not all facilities may currently have the autonomy to enforce these practices, but they still should try for the better. Funders, such as DFG, can influence data quality by tying funding to specific standards. This creates a mechanism for control over data quality from the funder&#x27;s perspective. The use of commercial management systems in the Jena platform lead to replacing traditional paper-based workflows. This shift underscores the practical adoption of digital tools. However, searching is based on people and groups rather than molecules. This limitation is attributed to the non-mandatory submission of structures.</p><p>nmrXiv repository layer is ready, with ongoing enhancements to the submission and molecule layers. Plans include building prediction and search layers separate from nmrXiv to facilitate broader usage. We already work with Chemotion, an open-source ELN that we found to be the best in the chemistry domain.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmr-data-packaging-with-metadata-in-nfdi4chem">NMR Data Packaging with Metadata in NFDI4Chem<a class="hash-link" href="#nmr-data-packaging-with-metadata-in-nfdi4chem" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0" target="_blank" rel="noopener noreferrer">Ms. Noura Rayya Presentation</a></p><p>NMR Metadata Availability in NFDI4Chem: NFDI4Chem services, including nmrXiv (NMR data repository) and Chemotion (Repository for samples, reactions, and the accompanying analytical data), provide NMR metadata in a structured JSON format. This format adheres to schema.org and Bioschemas types, ensuring standardized representation.  The use of NMRium in nmrXiv and Chemotion ensures a high extraction of metadata. This metadata can be translated into schema JSON and further optimized to include all the minimum information, while recommended and optional data can still partially depends on user&#x27;s input. The platforms already provide the means for users to input some of this data.</p><p>Metadata Loss during Data Download: Currently, for both repositories, when users download data, no structured metadata files are automatically added within the folder. This lack of inclusion poses a risk of potential metadata loss during the download process. In Chemotion, even datasets belonging to the same reaction need to be downloaded individually. This can be cumbersome and may contribute to a fragmented dataset. Users need to go through a separate download/export process to obtain metadata. This involves using separate download buttons (Chemotion) or making API calls (nmrXiv), adding an extra step to access metadata.</p><p>In Chemotion, it is common to find additional chemical materials in the &quot;description&quot; field that may not be present in the reaction table. This adds complexity when deciding what metadata to export, as there may be supplementary information in unstructured fields.</p><p>The need to package related data and metadata together in one folder is crucial for efficient data management. Data packaging involves using tools to containerize data along with its associated metadata in a format that is both human- and machine-readable. </p><p>Data packaging tools request metadata to be structured, ensuring that it follows a standardized format that is both human- and machine-readable. Some tools incorporate data integrity checks to monitor the data and ensure its consistency throughout different processes, such as downloading, zipping/unzipping, and transferring. The tools also provide packaged data in formats that are convenient to transfer and download.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/nmr-michi/overview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/workshops/docs/category/nmr-task-force-meeting"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">NMR Task Force Meeting</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/workshops/docs/workshops/nmr-michi/links"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Related Links</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#date-and-location" class="table-of-contents__link toc-highlight">Date and Location</a></li><li><a href="#participants-alphabetically" class="table-of-contents__link toc-highlight">Participants (Alphabetically)</a></li><li><a href="#recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules" class="table-of-contents__link toc-highlight">Recommendations Standard for Reporting Liquid-State NMR Experiments of Small Molecules</a></li><li><a href="#scientific-applications-development---nmrium" class="table-of-contents__link toc-highlight">Scientific Applications Development - NMRium</a><ul><li><a href="#building-react-application" class="table-of-contents__link toc-highlight">Building React Application:</a></li><li><a href="#new-nmrium-features" class="table-of-contents__link toc-highlight">New NMRium Features</a></li><li><a href="#formats-discussion" class="table-of-contents__link toc-highlight">Formats Discussion</a></li></ul></li><li><a href="#towards-open-nmr-data-formats---what-we-want-and-what-we-can-have" class="table-of-contents__link toc-highlight">Towards Open NMR Data Formats - What We Want and What We Can Have</a><ul><li><a href="#challenges-examples" class="table-of-contents__link toc-highlight">Challenges Examples:</a></li><li><a href="#discussion" class="table-of-contents__link toc-highlight">Discussion:</a></li><li><a href="#we-are-still-stuck-with-the-question-of-what-format-to-go-with" class="table-of-contents__link toc-highlight">We Are Still Stuck With The Question of What Format to Go With</a></li></ul></li><li><a href="#nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms" class="table-of-contents__link toc-highlight">nmrXiv + NMRium as The Open Source Choice for NMR Platforms</a><ul><li><a href="#ideal-laboratory-nmr-workflow" class="table-of-contents__link toc-highlight">Ideal Laboratory NMR Workflow</a></li><li><a href="#success-factors" class="table-of-contents__link toc-highlight">Success Factors:</a></li><li><a href="#discussion-1" class="table-of-contents__link toc-highlight">Discussion:</a></li></ul></li><li><a href="#nmr-data-packaging-with-metadata-in-nfdi4chem" class="table-of-contents__link toc-highlight">NMR Data Packaging with Metadata in NFDI4Chem</a></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
-<script src="/workshops/assets/js/runtime~main.726c7d1b.js"></script>
+<img loading="lazy" alt="Ideal NMR Workflow" src="/workshops/assets/images/nils-cdda2cef52f81ea7ae7a20b2594ce949.png" width="1574" height="1174" class="img_ev3q"></p></li><li><p><strong>Consistent Structure Provision</strong>: Ensuring that structures are consistently provided with every NMR dataset submission.</p></li><li><p><strong>Privacy and Data Sharing Options</strong>: Privacy concerns users and we need flexible data sharing options, offering robust privacy features, including the ability to publish data with restricted access to specific groups. Providing users with options for controlling data visibility fosters trust and compliance instead of just missing the data.</p></li></ul><p><img loading="lazy" alt="Ideal NMR Compilation" src="/workshops/assets/images/compilation-9d5750aa9b4cea88ebc4a5ce71b341e7.png" width="1538" height="902" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="discussion-1">Discussion:<a class="hash-link" href="#discussion-1" title="Direct link to heading">​</a></h3><p>The discussion underscores the importance of including Electronic Lab Notebooks (ELNs) in the vision for NMR data management.  Core facilities should play the role of raising the bar for data digitization. However, not all facilities may currently have the autonomy to enforce these practices, but they still should try for the better. Funders, such as DFG, can influence data quality by tying funding to specific standards. This creates a mechanism for control over data quality from the funder&#x27;s perspective. The use of commercial management systems in the Jena platform lead to replacing traditional paper-based workflows. This shift underscores the practical adoption of digital tools. However, searching is based on people and groups rather than molecules. This limitation is attributed to the non-mandatory submission of structures.</p><p>nmrXiv repository layer is ready, with ongoing enhancements to the submission and molecule layers. Plans include building prediction and search layers separate from nmrXiv to facilitate broader usage. We already work with Chemotion, an open-source ELN that we found to be the best in the chemistry domain.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmr-data-packaging-with-metadata-in-nfdi4chem">NMR Data Packaging with Metadata in NFDI4Chem<a class="hash-link" href="#nmr-data-packaging-with-metadata-in-nfdi4chem" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0" target="_blank" rel="noopener noreferrer">Ms. Noura Rayya Presentation</a></p><p>NMR Metadata Availability in NFDI4Chem: NFDI4Chem services, including nmrXiv (NMR data repository) and Chemotion (Repository for samples, reactions, and the accompanying analytical data), provide NMR metadata in a structured JSON format. This format adheres to schema.org and Bioschemas types, ensuring standardized representation.  The use of NMRium in nmrXiv and Chemotion ensures a high extraction of metadata. This metadata can be translated into schema JSON and further optimized to include all the minimum information, while recommended and optional data can still partially depends on user&#x27;s input. The platforms already provide the means for users to input some of this data.</p><p>Metadata Loss during Data Download: Currently, for both repositories, when users download data, no structured metadata files are automatically added within the folder. This lack of inclusion poses a risk of potential metadata loss during the download process. In Chemotion, even datasets belonging to the same reaction need to be downloaded individually. This can be cumbersome and may contribute to a fragmented dataset. Users need to go through a separate download/export process to obtain metadata. This involves using separate download buttons (Chemotion) or making API calls (nmrXiv), adding an extra step to access metadata.</p><p>In Chemotion, it is common to find additional chemical materials in the &quot;description&quot; field that may not be present in the reaction table. This adds complexity when deciding what metadata to export, as there may be supplementary information in unstructured fields.</p><p>The need to package related data and metadata together in one folder is crucial for efficient data management. Data packaging involves using tools to containerize data along with its associated metadata in a format that is both human- and machine-readable. </p><p>Data packaging tools request metadata to be structured, ensuring that it follows a standardized format that is both human- and machine-readable. Some tools incorporate data integrity checks to monitor the data and ensure its consistency throughout different processes, such as downloading, zipping/unzipping, and transferring. The tools also provide packaged data in formats that are convenient to transfer and download.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="data-packaging-approaches">Data Packaging Approaches<a class="hash-link" href="#data-packaging-approaches" title="Direct link to heading">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="bagit">BagIt<a class="hash-link" href="#bagit" title="Direct link to heading">​</a></h4><p>BagIt provides file layout conventions for data packaging. Here&#x27;s an overview of the key components of BagIt:</p><ul><li>Root Folder - &quot;Bag&quot;: The root folder, referred to as the &quot;bag,&quot; is the primary container for organizing the data. It is has two types of files:<ul><li>Payload Files: The main data files.</li><li>Tag Files: Tag files serve a descriptive role, providing metadata or additional information about the contents of the &quot;bag.&quot; </li></ul></li></ul><p><img loading="lazy" alt="BagIt" src="/workshops/assets/images/bagit-460f3ed41c493bde746a34fda8871ae5.png" width="3728" height="2026" class="img_ev3q"></p><p>The BagIt structure provides a clear and organized approach for data packaging. Here&#x27;s a summary of the key components and requirements of the bag (root folder):</p><ul><li><strong>Bag Declaration (bagit.txt)</strong>: The &quot;bagit.txt&quot; tag file establishes the BagIt version and character encoding for tag files. It MUST consist of exactly two lines in this order:<ul><li>BagIt-Version: M.N</li><li>Tag-File-Character-Encoding: ENCODING</li></ul></li><li><strong>Payload Manifest (manifest-algorithm.txt)</strong>: The payload manifest file lists each payload file name alongside a corresponding checksum. This allows for robust data integrity checking. A bag can have multiple payload manifests, each using a different checksum algorithm.</li><li><strong>Additional Tag Files</strong>: BagIt allows for the inclusion of other tag files. For instance, adding DataCite metadata or RO-Crate JSON files enhances the bag&#x27;s descriptive capabilities and interoperability with different metadata standards.</li><li><strong>Subdirectory &quot;data&quot;</strong>: The base directory MUST contain a subdirectory named &quot;data.&quot; </li></ul><p>BagIt has its format to integrate checksum algorithms allowing data integrity checking. It additionally offers flexibility in the folder structure to add different metadata files as it suits the user. However, it doesn’t provide a structured way NMR related metadata. And even its structured specifications are txt based (<a href="https://datatracker.ietf.org/doc/html/rfc8493#section-2.2.2" target="_blank" rel="noopener noreferrer">https://datatracker.ietf.org/doc/html/rfc8493#section-2.2.2</a> )</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="ro-crate">RO-Crate<a class="hash-link" href="#ro-crate" title="Direct link to heading">​</a></h4><p>RO-Crate (Research Object Crate) is a method of aggregating and describing research data with associated metadata. This includes information about its creators, the equipment utilized, and the licensing terms for subsequent reuse.</p><p>RO-Crate leverages JSON-LD (JSON for Linked Data) to express metadata, describing data resources as well as contextual entities such as people, organizations, software, and equipment as a series of linked JSON-LD objects, utilizing commonly adopted vocabularies, primarily schema.org.</p><ul><li>The root directory is identifiable by the presence of the RO-Crate Metadata File, named ro-crate-metadata.json.</li><li>The core of RO-Crate is a JSON-LD file, the RO-Crate Metadata File, named ro-crate-metadata.json. This file contains structured metadata about the dataset as a whole (the Root Data Entity). Optionally, this file may also contain metadata about some or all of the individual files within the dataset. This structured metadata file offers a straightforward means to assert assert the authors (e.g. people, organizations) of the RO-Crate or one its files. Additionally, it enables the capture of more intricate provenance information for files, encompassing details about how they were created using specific software and equipment.</li><li>Payload files and directories: These are the actual files and directories that make up the dataset being described.</li></ul><p><img loading="lazy" alt="RO-Crate" src="/workshops/assets/images/ro-crate-f61dde40e83fd5e7aaac2f5d6b6a10ad.png" width="2858" height="922" class="img_ev3q"></p><p>An important distinction exists between the interpretation of datasets in RO-Crate and nmrXiv from NFDI4Chem, particularly in the categorization of folders within the root directory. While RO-Crate designates <strong>all</strong> folders within any level of the root as &quot;Datasets,&quot; nmrXiv considers a complete NMR assay (e.g., a Bruker folder or jcamp file) as a dataset, causing a huge confusion. This discrepancy becomes evident when, for example, a &quot;Bruker&quot; folder is present within the root, qualifying as a dataset according to RO-Crate&#x27;s definition. Simultaneously, a &quot;pdata&quot; folder within the Bruker folder may also be considered a dataset within the RO-Crate framework. In contrast, nmrXiv views the entire assay folder as a dataset.</p><p>Additionally, two identical Bruker and Jcamp assays will have different types in RO-Crate. The <a href="https://docs.google.com/presentation/d/1w72LL1qQl27pSHHPIV3uS79tTyZq5LD-c9Eu5cjgXFQ/edit#slide=id.g25304c5fa4f_0_0" target="_blank" rel="noopener noreferrer">presentation</a> demos many scenarios which won&#x27;t work, including representing The NMR assay as RO-Crate root or grouping them under the root. </p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="nfdi4chem-proposal">NFDI4Chem Proposal<a class="hash-link" href="#nfdi4chem-proposal" title="Direct link to heading">​</a></h3><p>NFDI4Chem advocates for a synergistic approach that harnesses the strengths of multiple packaging tools along with schema.org metadata to enhance the representation of NMR-specific data. The proposed combination includes:</p><ul><li>BagIt: For data integrity check.</li><li>RO-Crate: For folders structure.</li><li>Schema.org: For NMR-specific metadata.</li></ul><p><a href="https://drive.google.com/drive/folders/1T76q_5y3FAvxs7k71hlsyAfwKAIZ66DU" target="_blank" rel="noopener noreferrer">Here is a link</a> to an exemplary NMR package.</p><p><img loading="lazy" alt="proposal" src="/workshops/assets/images/proposal-18589f4a8681221907f2dac538afad81.png" width="1760" height="996" class="img_ev3q"></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nmrcv-controlled-vocabulary">nmrCV Controlled Vocabulary<a class="hash-link" href="#nmrcv-controlled-vocabulary" title="Direct link to heading">​</a></h2><p>nmrCV, was initially developed as part of nmrML before 2019, and we still use it as an NMR controlled vocabulary.
+nmrCV still needs:</p><ul><li>Structure cleaning in terms of hierarchy.</li><li>Identifying and addressing missing terms.</li><li>Collaboration and importing relevant content.</li><li>Using ODK to dockerize the CV and manage its continuous integration.</li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/nmr-michi/overview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/workshops/docs/category/nmr-task-force-meeting"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">NMR Task Force Meeting</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/workshops/docs/workshops/nmr-michi/links"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Related Links</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#date-and-location" class="table-of-contents__link toc-highlight">Date and Location</a></li><li><a href="#participants-alphabetically" class="table-of-contents__link toc-highlight">Participants (Alphabetically)</a></li><li><a href="#recommendations-standard-for-reporting-liquid-state-nmr-experiments-of-small-molecules" class="table-of-contents__link toc-highlight">Recommendations Standard for Reporting Liquid-State NMR Experiments of Small Molecules</a></li><li><a href="#scientific-applications-development---nmrium" class="table-of-contents__link toc-highlight">Scientific Applications Development - NMRium</a><ul><li><a href="#building-react-application" class="table-of-contents__link toc-highlight">Building React Application:</a></li><li><a href="#new-nmrium-features" class="table-of-contents__link toc-highlight">New NMRium Features</a></li><li><a href="#formats-discussion" class="table-of-contents__link toc-highlight">Formats Discussion</a></li></ul></li><li><a href="#towards-open-nmr-data-formats---what-we-want-and-what-we-can-have" class="table-of-contents__link toc-highlight">Towards Open NMR Data Formats - What We Want and What We Can Have</a><ul><li><a href="#challenges-examples" class="table-of-contents__link toc-highlight">Challenges Examples:</a></li><li><a href="#discussion" class="table-of-contents__link toc-highlight">Discussion:</a></li><li><a href="#we-are-still-stuck-with-the-question-of-what-format-to-go-with" class="table-of-contents__link toc-highlight">We Are Still Stuck With The Question of What Format to Go With</a></li></ul></li><li><a href="#nmrxiv--nmrium-as-the-open-source-choice-for-nmr-platforms" class="table-of-contents__link toc-highlight">nmrXiv + NMRium as The Open Source Choice for NMR Platforms</a><ul><li><a href="#ideal-laboratory-nmr-workflow" class="table-of-contents__link toc-highlight">Ideal Laboratory NMR Workflow</a></li><li><a href="#success-factors" class="table-of-contents__link toc-highlight">Success Factors:</a></li><li><a href="#discussion-1" class="table-of-contents__link toc-highlight">Discussion:</a></li></ul></li><li><a href="#nmr-data-packaging-with-metadata-in-nfdi4chem" class="table-of-contents__link toc-highlight">NMR Data Packaging with Metadata in NFDI4Chem</a><ul><li><a href="#data-packaging-approaches" class="table-of-contents__link toc-highlight">Data Packaging Approaches</a></li><li><a href="#nfdi4chem-proposal" class="table-of-contents__link toc-highlight">NFDI4Chem Proposal</a></li></ul></li><li><a href="#nmrcv-controlled-vocabulary" class="table-of-contents__link toc-highlight">nmrCV Controlled Vocabulary</a></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Membbers</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NFDI4Chem<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://iupac.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">IUPAC<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Platforms</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://nmrxiv.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">nmrXiv<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.chemotion.net/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Chemotion<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://nmrshiftdb.nmr.uni-koeln.de/" target="_blank" rel="noopener noreferrer" class="footer__link-item">NMRShiftDB<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/NFDI4Chem/workshops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div></div></footer></div>
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 We provide talks and receive questions. Registration is open, and we have many events coming. The workshops (online) are open to all people, and internationalization is part of our mission.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="the-minimum-information-on-chemistry-investigations-michi"><a href="https://docs.google.com/presentation/d/18Iifpy29e8_T0kKRpGzD5XZqtmgB2AdR/edit#slide=id.g132bd33a3ce_1_161" target="_blank" rel="noopener noreferrer">The Minimum Information on Chemistry Investigations (MIChI)</a><a class="hash-link" href="#the-minimum-information-on-chemistry-investigations-michi" title="Direct link to heading">​</a></h3><p>Data needs to be associated with metadata, otherwise, data loses context. Metadata can be domain independent (funder, publisher, author, dates..) or specific, as in the domain of chemistry. We are especially interested in the Minimum Information subset out of the metadata, which we call minimum information on Chemistry investigation (MIChI). We can store the MIChI standards on specific repositories like FAIRsharing.</p><p>We would like to provide our MIChI as:</p><ul><li>Guidelines article: Useful for students and researchers.</li><li>Checklist for authors</li><li>Data Model: A conceptual idea for the programmers.</li><li>Ontology terms: to support the MIChI. </li><li>Implementation can happen in ELNs and repositories, and behind the scene, you have the APIs, databases, and the file formats.</li></ul><p>Structured data can be tedious work, but it saves a lot of time later when we need to publish, it is also essential for reusability</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="publication-with-chemotion"><a href="https://docs.google.com/presentation/d/18Iifpy29e8_T0kKRpGzD5XZqtmgB2AdR/edit#slide=id.g13276bf8c50_0_0" target="_blank" rel="noopener noreferrer">Publication with Chemotion</a><a class="hash-link" href="#publication-with-chemotion" title="Direct link to heading">​</a></h3><p>Using Chemotion ELN or repository, one can generate reports that contain the description, the reaction scheme, identifiers and information coming from the identifiers (such as the molecular mass). If the data comes from the repository, the report contains its DOI. Supplemental information then can be submitted to the journals.
 If the data is already published in journals, corresponding links can be added to the “Reference” section.</p><p>Supplemental information is already partially standardized for organic chemistry but not completely, as standardized elements such as the names and identifiers are being used in larger non-standardized sections, such as the description and results.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="introduction-in-polymer-chemistry"><a href="https://docs.google.com/presentation/d/18Iifpy29e8_T0kKRpGzD5XZqtmgB2AdR/edit#slide=id.g1321c6861e1_0_16" target="_blank" rel="noopener noreferrer">Introduction in Polymer Chemistry</a><a class="hash-link" href="#introduction-in-polymer-chemistry" title="Direct link to heading">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="polymer-101">Polymer 101<a class="hash-link" href="#polymer-101" title="Direct link to heading">​</a></h3><p>A macromolecule is the single chain while the polymer is an ensemble of macromolecules (multiple macromolecular chains), this is challenging as we need to look into both the macromolecule and the polymer. Additionally, polymers have distributions in their chain length, the broadness of distribution depends on the synthetic way and we don’t have those issues in the macromolecule. However, the information on the macromolecule level and the polymer level go hand in hand.</p><p>One can synthesize aspirin by many methods, paths, and people, and the same material will always be obtained. But in the case of polymers, one will get another polymer each time, as the resulting polymers might have similar properties, but they still differ on the molecular level. This is why we are always dealing with statistical distribution when dealing with polymers.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="naming-polymers">Naming Polymers<a class="hash-link" href="#naming-polymers" title="Direct link to heading">​</a></h3><p>It is challenging as different principles are followed. </p><ul><li>Source based naming: Starting from the monomer and adding poly in front of it. It is an easy way, but it doesn’t always work and it is not always correct.</li><li>IUPAC, based on constitutional repeating units: IUPAC naming works only for simple polymers, but then it becomes very long.</li><li>Abbreviations and acronyms: They can be not clear for non polymer chemists.</li><li>Trade names are useful for narrow fields.</li><li>There are also rules for SMILES and big SMILES that are not much easy to use regularly. </li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="from-small-molecules-to-polymers---challenges-with-digitalization"><a href="https://docs.google.com/presentation/d/18Iifpy29e8_T0kKRpGzD5XZqtmgB2AdR/edit#slide=id.g13276bf8c50_0_10" target="_blank" rel="noopener noreferrer">From Small Molecules to Polymers - Challenges with Digitalization</a><a class="hash-link" href="#from-small-molecules-to-polymers---challenges-with-digitalization" title="Direct link to heading">​</a></h3><ul><li>Small molecules can be analyzed by relatively simple methods, such as NMR, IR, and MS, but when they form a polymer or an oligomer, they need more difficult and specialized methods, such as SEC, MALDI-ToF, SEC/ESI MS.</li><li>The repeating units in the product polymer can be controlled during the reaction, but such details are difficult to mirror in ELNs (such as <a href="https://www.chemotion.net/chemotionsaurus/index.html" target="_blank" rel="noopener noreferrer">Chemotion ELN</a>). The same happens with nested polymers structures, which are very common.</li><li>The materials generated from polymers can undergo further procedures (post modifications) that are difficult to include in ELNs.</li><li>When it comes to polymers, we have neither standardized names, reaction information, sample structures, nor repositories entries with  identifiers.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="polymers-minimum-information">Polymers Minimum Information<a class="hash-link" href="#polymers-minimum-information" title="Direct link to heading">​</a></h2><p>Many MI are actually expanding to become &quot;Maximum&quot; standards and they are really extensive. This problem can be tackled by having several levels of mandations, e.i., mandatory, recommened, and optional. The ELN might be a great first data-entry spot where these levels can be tranlsated into flags. ELNs can also serve by collecting statistics on how people report their data, where all input fields can start as optional, and based on a certain suggested percentage of users reporting this data, it can become recommended or later mandatory. There remains the risk of people report random data when Forced to fill in the mandatory fields which they don&#x27;t have.</p><p>One point to keep in mind about MI is its dependency on the field, e.g., for battery science you might only care about ion connectivity where molecular weight might not be of concern. This can easily be noticed in the different journals. </p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="polymers-description---on-the-way-to-michi">Polymers Description - On The Way to MIChI<a class="hash-link" href="#polymers-description---on-the-way-to-michi" title="Direct link to heading">​</a></h3><p>There is some basic information that can be used to describe polymers and the procedures carried out to generate them. In the following table you can find a basic description of a polymer.</p><table><thead><tr><th align="center">Information</th><th align="center">Details</th></tr></thead><tbody><tr><td align="center">Synthesis</td><td align="center">method, yield, degree of polymerization</td></tr><tr><td align="center">Chemical identity</td><td align="center">Which polymer is this? What additives are present? Is there contamination?</td></tr><tr><td align="center">Morphology</td><td align="center">Amount of crystallinity (tacticity?), optical properties</td></tr><tr><td align="center">Molecular weight</td><td align="center">M<sub>n</sub>, M<sub>w</sub>, etc. : Molecular weight distribution Ð = M<sub>w</sub>/M<sub>n</sub></td></tr><tr><td align="center">Solution behavior</td><td align="center">Viscosity, flow, gel</td></tr><tr><td align="center">Solution behavior</td><td align="center">Viscosity, flow, gel</td></tr><tr><td align="center">Thermal behavior</td><td align="center">Glass transition, melt and decomposition temperature, melt viscosity</td></tr><tr><td align="center">Mechanical properties</td><td align="center">Tensile strength, modulus, impact, creep, dimensional stability</td></tr></tbody></table><p>And next you can find a basic description of a polymer generation process with its expected metadata. Most important ones are highlighted.</p><table><thead><tr><th align="center">Step</th><th align="center">Sub-steps</th></tr></thead><tbody><tr><td align="center">Humans</td><td align="center"><ul><li>Idea</li><li>Affiliation</li><li>Partners</li><li>Funding</li></ul></td></tr><tr><td align="center">Planning</td><td align="center"><ul><li>Hypothesis</li><li>Arrays</li><li>Structures</li></ul></td></tr><tr><td align="center">Synthesis</td><td align="center"><ul><li><strong>Method</strong></li><li><strong>Conditions</strong></li><li><strong>Repetition?</strong></li><li>Multiple steps?</li><li>Online analytics</li><li>Failure?</li><li>Contamination</li></ul></td></tr><tr><td align="center">Analytics</td><td align="center"><ul><li>Hypothesis</li><li><strong>Instruments</strong></li><li><strong>Preparation</strong></li><li><strong>M<sub>w</sub></strong></li><li>Solubility</li><li>Thermal</li><li>Mechanical</li></ul></td></tr><tr><td align="center">Processing Application</td><td align="center"><ul><li>Prparation</li><li>Additives</li><li>Casting</li><li>Extrusion</li><li>Post-modification</li><li>Lifecycle</li><li>Recycling?</li><li>Performance</li></ul></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="polymers-in-electronic-structure-editors">Polymers in Electronic Structure Editors<a class="hash-link" href="#polymers-in-electronic-structure-editors" title="Direct link to heading">​</a></h2><p>There are several available electronic structure editors that can handle polymers and, from which, Chemotion ELN users can pick, including:</p><ul><li>Ketcher</li><li>Marvin </li><li>ChemDraw</li><li>HELM</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="chemdraw">ChemDraw<a class="hash-link" href="#chemdraw" title="Direct link to heading">​</a></h3><ul><li>Most people in the workshop only use Chemdraw, but:</li><li>It provides a wide span of functions which polymer chemists don’t actually use.</li><li>It needs more documentation. </li><li>It is not possible to define []<sub>x-y</sub>.</li></ul><p><img loading="lazy" alt="chemDraw1" src="/workshops/assets/images/chemDraw1-6e8406b4525e70c76b6df47d8bb290e7.png" width="964" height="596" class="img_ev3q">
 <img loading="lazy" alt="chemDraw2" src="/workshops/assets/images/chemDraw2-a9a8e2d256eb1ebddd9f276a966932ec.png" width="1044" height="620" class="img_ev3q"></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="polymers-in-electronic-lab-notebooks">Polymers in Electronic Lab Notebooks<a class="hash-link" href="#polymers-in-electronic-lab-notebooks" title="Direct link to heading">​</a></h2><p>On top of what the editors provide, ELNs can describe procceses as planned, ongoing, succeeded, failed. This becomes handy remembering the importance of maintaining failure results, which people might not be interested in publishing at the beginning, but these results are very important on their own to show others what actually works, and also for machine learning as better training comes with a mixed of good and bad data.  This is still challenging when it comes to publications as reviewers might not be interested, and such results are usually not provided in the supporting material. We need to record what the polymer community finds useful and we can work on it day to day.</p><p>Furthermore, ELNs help in keeping notes on why you picked a certain parameter, e.g. why an experiment is done at a certain temperature, along with the random variables not thought of by the researcher, which they might miss recording.</p><p>When it comes to MI, ELNs can prevent the scenario of needing to report a certain mandatory parameter, but failing to do so as it wasn&#x27;t recorded during the experiment. But more discussion is needed for MIs in ELNs, for instance, in addition to showing and describing the polymer, we still need to provide the dataset, the repeating units, and how they are linked because it is something you can’t show in chemdraw and you need to describe in words, along with the application in mind, on which the polymer charectrisitcs depend. </p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="future-discussions">Future Discussions<a class="hash-link" href="#future-discussions" title="Direct link to heading">​</a></h2><ul><li><p>What is the Minimum Information in polymer synthesis?</p></li><li><p>What is the Minimum Information in structural characterization?</p></li><li><p>What is the Minimum Information in property characterization?</p></li><li><p>What is the most suitable structure editor for polymerstool? </p></li><li><p>Can all editors mentioned in this overview be used adequately? </p></li><li><p>What definitions are necessary in ELN/for documentation?</p></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/polymer/overview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/workshops/docs/category/minimum-information-standards-in-polymer-chemistry"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Minimum Information Standards in Polymer Chemistry</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/workshops/docs/workshops/polymer/links"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Related Links</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#date-and-location" class="table-of-contents__link toc-highlight">Date and Location</a></li><li><a href="#participants-alphabetically" class="table-of-contents__link toc-highlight">Participants (Alphabetically)</a></li><li><a href="#introduction" class="table-of-contents__link toc-highlight">Introduction</a><ul><li><a href="#data-life-cycle" class="table-of-contents__link toc-highlight">Data Life Cycle</a></li><li><a href="#nfdi4chem-support-for-data-publication" class="table-of-contents__link toc-highlight">NFDI4Chem Support for Data Publication</a></li><li><a href="#the-minimum-information-on-chemistry-investigations-michi" class="table-of-contents__link toc-highlight">The Minimum Information on Chemistry Investigations (MIChI)</a></li><li><a href="#publication-with-chemotion" class="table-of-contents__link toc-highlight">Publication with Chemotion</a></li></ul></li><li><a href="#introduction-in-polymer-chemistry" class="table-of-contents__link toc-highlight">Introduction in Polymer Chemistry</a><ul><li><a href="#polymer-101" class="table-of-contents__link toc-highlight">Polymer 101</a></li><li><a href="#naming-polymers" class="table-of-contents__link toc-highlight">Naming Polymers</a></li><li><a href="#from-small-molecules-to-polymers---challenges-with-digitalization" class="table-of-contents__link toc-highlight">From Small Molecules to Polymers - 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content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Workshop Overview</span><meta itemprop="position" content="3"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Workshop Overview</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="date-and-location">Date and Location<a class="hash-link" href="#date-and-location" title="Direct link to heading">​</a></h2><p>Hannover: 11.10.2022</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="participants-alphabetically">Participants (Alphabetically)<a class="hash-link" href="#participants-alphabetically" title="Direct link to heading">​</a></h2><p>Mr. Adam Basha, Mr. Bhavin Katabathuni, <a href="https://orcid.org/0000-0001-6966-0814" target="_blank" rel="noopener noreferrer">Prof. Christoph Steinbeck</a>, Ms. Claire Lin, <a href="https://orcid.org/0000-0001-7499-1693" target="_blank" rel="noopener noreferrer">Dr. David Rauh</a>, <a href="https://orcid.org/0000-0002-5035-7978" target="_blank" rel="noopener noreferrer">Dr.-Ing Felix Bach</a>, <a href="https://orcid.org/0000-0002-2239-3955" target="_blank" rel="noopener noreferrer">Dr. Giacomo Lanza</a>, Dr. Holger Israel, Dr. Joachim Richert, <a href="https://orcid.org/0000-0003-2060-842X" target="_blank" rel="noopener noreferrer">Dr. Johannes Liermann</a>, <a href="https://orcid.org/0000-0003-2968-1674" target="_blank" rel="noopener noreferrer">Ms. Leah McEwen</a>, <a href="https://orcid.org/0000-0002-0591-6582" target="_blank" rel="noopener noreferrer">Michael Klix</a>, Ms. Nikki Parks, Ms. Nisha Sharma, Ms. Noura Rayya, Ms. Pei-Chi Huang, <a href="https://orcid.org/0000-0002-1595-3213" target="_blank" rel="noopener noreferrer">Philip Strömert</a>, <a href="https://orcid.org/0000-0002-1501-1349" target="_blank" rel="noopener noreferrer">Dr. René Meier</a>, <a href="https://orcid.org/0000-0003-0749-160X" target="_blank" rel="noopener noreferrer">Dr. Rukeia El-Athman</a>, <a href="https://orcid.org/0000-0002-7899-7192" target="_blank" rel="noopener noreferrer">Dr. Steffen Neumann</a>, Dr. Timothy holbrook, <a href="https://orcid.org/0000-0002-9744-8914" target="_blank" rel="noopener noreferrer">Dr. Tobias Schulze</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="data-formats-in-general">Data Formats in General<a class="hash-link" href="#data-formats-in-general" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1OBIs4V_jp3JP0l4PcVJwTyohha2P4q04s0vxJE3ZkJg/edit#slide=id.g12376113ab6_0_2" target="_blank" rel="noopener noreferrer">Dr. Steffen Neumann Presentation</a></p><p>There are <a href="https://docs.google.com/presentation/d/1OBIs4V_jp3JP0l4PcVJwTyohha2P4q04s0vxJE3ZkJg/edit#slide=id.g1257ae3bac8_7_280" target="_blank" rel="noopener noreferrer">several standards</a> to specify files&#x27; content. Ontologies are of the most important. Here we provide some branches that provide definitions of file formats:</p><ul><li><a href="https://terminology.nfdi4chem.de/ts/ontologies/edam/terms?iri=http%3A%2F%2Fedamontology.org%2Fformat_1915&amp;viewMode=All&amp;siblings=false" target="_blank" rel="noopener noreferrer">EDAM Format</a></li><li><a href="https://terminology.nfdi4chem.de/ts/ontologies/cheminf/terms?iri=http%3A%2F%2Fsemanticscience.org%2Fresource%2FCHEMINF_000058&amp;viewMode=All&amp;siblings=false" target="_blank" rel="noopener noreferrer">cheminf- e.g., MOLfile</a></li><li><a href="https://www.ebi.ac.uk/ols/ontologies/swo/terms?iri=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000098" target="_blank" rel="noopener noreferrer">swo - data format specification</a>. </li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="vibrational-spectroscopy">Vibrational Spectroscopy<a class="hash-link" href="#vibrational-spectroscopy" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1OBIs4V_jp3JP0l4PcVJwTyohha2P4q04s0vxJE3ZkJg/edit#slide=id.g1552c92008e_0_0" target="_blank" rel="noopener noreferrer">Dr. Timothy Holbrook Presentatioin</a></p><p>Vibrational Spec Files&#x27; metadata often lacks normalization and standardization as it comes from different manufacturers. When it comes to ontologies, <a href="https://www.nfdi4chem.de/" target="_blank" rel="noopener noreferrer">NFDI4Chem</a> is developing the <a href="https://github.com/NFDI4Chem/VibrationalSpectroscopyOntology" target="_blank" rel="noopener noreferrer">Vibrational Spectroscopy Ontology</a> to represent execution and analysis of vibrational spectroscopy assays metadata. Building this ontology still requires more domain experts&#x27; involvement to provide the needed terms, such as the devices with their parts and configuration parameters. </p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="nuclear-magnetic-resonance-spectroscopy">Nuclear Magnetic Resonance Spectroscopy<a class="hash-link" href="#nuclear-magnetic-resonance-spectroscopy" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1WtDW0D7OIDuVL70w8j3hinPgj-J8Ai_5l_Hy2vsk01s/edit#slide=id.g15eb7e5b52a_0_95" target="_blank" rel="noopener noreferrer">Ms. Noura Rayya Presentation</a></p><p>Several open formats exist for NMR, but are any ready to be recommended as a community standard? So far,  inadequate conversion seems to be the most urging pitfall to be solved before making a recommendation, as different converters output different files. This issue is faced with both JCAMP-DX and NMReData. Provided that vendor and software formats are standardly converted to NMReData and nmrML, an approach mentioned in the article <a href="https://doi.org/10.1002/mrc.5146" target="_blank" rel="noopener noreferrer">NMReDATA: Tools and applications</a> recommends combining those two formats in a zipped NMR record, which may be promising. Some vendors, such as Bruker, already provide NMReData export by default in their software, while importing scripts might be required first to enable this export in other software. </p><p>Further development of an NMR standard will need to answer the question of what metadata to include there. Instrument names might be a suggestion as they considerably vary and show a lack of standardization whenever reported. However, such metadata is not required to reproduce the experiment as long as the pulse sequence is provided. Further similar discussions will be needed to decide the purpose of metadata included in the format, and thus, the metadata itself.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="continuous-testing-approach-for-data-conversion-as-a-service">Continuous Testing Approach for Data Conversion as a Service<a class="hash-link" href="#continuous-testing-approach-for-data-conversion-as-a-service" title="Direct link to heading">​</a></h2><p><a href="https://docs.google.com/presentation/d/1OBIs4V_jp3JP0l4PcVJwTyohha2P4q04s0vxJE3ZkJg/edit#slide=id.g13a29de33b1_0_69" target="_blank" rel="noopener noreferrer">Michael Klix Presentatioin</a></p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/docs/workshops/standard-formats/overview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg 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2.1-2.1-3.7-4.1c-4.1-4.6-5.4-4.9-7.8-2.3zM80.5 44.1l-3.7 4.1 2.1 2.1 2.1 2.1 4.5-4.4c4.2-4.1 4.4-4.5 2.8-6.2-2.4-2.6-3.7-2.3-7.8 2.3zM23.4 66.4c-1.5 3.8 0 5.1 5.5 5.1 5.7 0 8-1.7 6.8-4.9-.9-2.2-11.5-2.3-12.3-.2zM86.3 66.6c-1.2 3.2 1.1 4.9 6.8 4.9 5.3 0 5.4 0 5.4-3s-.1-3-5.8-3.3c-4.6-.2-5.8 0-6.4 1.4zM42.2 71.7l.3 2.8h37l.3-2.8.3-2.7H41.9l.3 2.7z"></path></svg></div><div class="text--center padding-horiz--md"><h3>FAIRness</h3><p>Focus on making the (meta)data more Findable, Accessible, Interoperable, and Reusable.</p></div></div><div class="col col--4"><div class="text--center"><svg xmlns="http://www.w3.org/2000/svg" width="133.333" height="141.333" viewBox="0 0 100 106" role="img" class="featureSvg_GfXr"><path d="M45.2 11c-6.4 1.3-15.7 6.7-20.3 11.7-12.4 13.4-13.2 34-2 48.8 7 9.3 18 14.6 30.1 14.6 8.3 0 14.9-2 21.7-6.7C93.4 66.5 96.4 40 81.1 22.8 72.9 13.6 57.3 8.5 45.2 11zm9.8 7.7c0 1-1.6 3.1-3.5 4.6-2.6 2.1-3.5 3.6-3.5 5.7 0 2.5.4 3 2.4 3 1.3 0 4-.7 6.1-1.5C62 28.1 72 29.9 72 33.2c0 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