From c133769686360eca255b93507508cfe1be412977 Mon Sep 17 00:00:00 2001 From: Brandon Edwards Date: Mon, 14 Jun 2021 18:59:25 -0400 Subject: [PATCH] change models for removal plots --- app.R | 42 +++++++++++++++++++++++++++++++++++------- data/phi.rda | Bin 12962250 -> 0 bytes 2 files changed, 35 insertions(+), 7 deletions(-) delete mode 100644 data/phi.rda diff --git a/app.R b/app.R index b35df7f..73e96ec 100644 --- a/app.R +++ b/app.R @@ -9,18 +9,20 @@ library(ggpubr) library(sf) theme_set(theme_pubclean()) +# Load quantitative summary files load("../results/quant-summary/summary_statistics.rda") load("../results/quant-summary/dis_species_summary.rda") load("../results/quant-summary/rem_species_summary.rda") +# Load spatial summary files load("../results/spatial-summary/project_coverage_bcr_state.rda") load("../results/spatial-summary/project_coverage_bcr.rda") load("../results/spatial-summary/project_coverage_state.rda") load("../results/spatial-summary/dis_coverage_bcr.rda") load("../results/spatial-summary/rem_coverage_bcr.rda") +# Load files related to distance sampling and set constants load("../results/aic/dis_aic.rda") - tau_files <- list.files(path = "../results/simulations/tau") for (f in tau_files) { @@ -28,11 +30,21 @@ for (f in tau_files) } dis_models <- c("(1) Null Model", "(2) Road Model", "(3) Forest Coverage Model", "(4) Road AND Forest Model (Additive)", "(5) Road AND Forest Model (Interaction)") - forest_level <- c(1.0, 0.0) -load("data/phi.rda") -phi <- phi_df; rm(phi_df) +# Load files related to removal sampling and set constants +load("../results/aic/rem_aic.rda") +phi_files <- list.files(path = "../results/simulations/phi") +for (f in phi_files) +{ + load(paste0("../results/simulations/phi/", f)) +} +rem_models <- c("(1) Null Model", "(2) Time-since-sunrise (TSSR) Model", + "(3) Julian Day (JD) Model", "(4) TSSR + TSSR^2 Model", + "(5) JD + JD^2 Model", "(6) TSSR + JD Model", + "(7) TSSR + TSSR^2 + JD Model", + "(8) TSSR + JD + JD^2 Model", + "(9) TSSR + TSSR^2 + JD + JD^2 Model") time_values <- c(1, 3, 5, 10) project_coverage <- bcr_coverage @@ -147,12 +159,19 @@ ui <- dashboardPage( width = NULL) ), column(width = 4, + selectInput(inputId = "p_mod", + label = "Model", + choices = rem_models, + selected = rem_models[1]), h2("How to Interpret"), "The plots on the left display the probability that a bird gives a cue (availability, p), modelled by Julian Day (JD) and Time-since-local-sunrise (TSSR). Use the sliders to see how the availability curve changes with different - values of JD and TSSR.", - h2("AIC and Model Selection Coming Soon for Removal Models") + values of JD and TSSR. + + The table below ranks the models for this particular species based + on AIC from most parsimonious to least parsimonious.", + tableOutput("p_aic") ) ) ), @@ -658,12 +677,19 @@ server <- function(input, output) { ################ Removal Availability Functions ############### + output$p_aic <- renderTable(rem_aic[[input$sp]], + striped = TRUE, + bordered = TRUE, + hover = TRUE) + output$tssr_curve <- renderPlot({ # Empty plot list tssr_plot_list <- vector(mode = "list", length = length(time_values)) i <- 1 + mod <- which(rem_models == input$p_mod) + phi <- eval(parse(text = paste0("phi_", mod))) for (tv in time_values) { tssr_plot_list[[i]] <- @@ -697,6 +723,8 @@ server <- function(input, output) { i <- 1 + mod <- which(rem_models == input$p_mod) + phi <- eval(parse(text = paste0("phi_", mod))) for (tv in time_values) { jd_plot_list[[i]] <- @@ -724,4 +752,4 @@ server <- function(input, output) { } -shinyApp(ui, server) \ No newline at end of file +shinyApp(ui, server) diff --git a/data/phi.rda b/data/phi.rda deleted file mode 100644 index 49e710134ec2365c2da91092ae1b831cc439718e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 12962250 zcmeFa3s_TE)&}fMr&Y8{TQ5`*GS&-4ZdDY72&r|HQ3R?8C=f6LQY8=p373$hRxVYP zR4F1Lq>6xuKoAL+5Tc0?xd;kE0tui*Kp+<&)k2eF#WLYeQicSwN|S9}shNq9tlA2N>|KkL8N=02$L@9HiAT z5Rk5%qfmfoUh_H#F#W9downKn1PfUjaYf>KKnAsTTp0@#wVDkr0R+8pIyKk>5EUPc z1BhL(kHKHOGV_F*;jRa(+ZPpQm>jTsiYia->-)qd4 z02Gb;0_5eHF9(K*>eEbs>FBWwFlx7229VN?R|?|+al~z2Rsb}lP#Pe*V43I*2yp3^ z=FBa?*z5A*h;4u@v@@qY`hZMQczsX+AR}stG6skl2mskD4}eHxEW_y>+Hil>`HmsFobnTmn?S5I|J-IIRVcNxD7`(BXNY z5)I7ZK_Flmz@tEAQjmc;;7P0jYK9gAvbPMc#{#mto@l9D21rLUDOMBSz<4Gzp$0(s zr+KvqsI$HZVD{uKQJWQjsP|0h1fXb8U~DE4plukvJq8BM9(H-L#2p}8GOs8AMk9=r 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