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# Wallace EcoMod: a flexible platform for reproducible modeling of
# species niches and distributions.
#
# occs_queryDb.R
# File author: Wallace EcoMod Dev Team. 2023.
# --------------------------------------------------------------------------
# This file is part of the Wallace EcoMod application
# (hereafter “Wallace”).
#
# Wallace is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License,
# or (at your option) any later version.
#
# Wallace is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with Wallace. If not, see <http://www.gnu.org/licenses/>.
# --------------------------------------------------------------------------
#
occs_queryDb_module_ui <- function(id) {
ns <- shiny::NS(id)
tagList(
tags$div(title = "text",
radioButtons(ns("occsDb"), label = "Choose Database",
choices = c("GBIF" = 'gbif',
"VertNet" = 'vertnet',
# "BISON" = 'bison',
"BIEN" = 'bien'),
inline = TRUE)),
tags$div(
title = "Check to get only occurrences with uncertainty information",
checkboxInput(ns("uncertainty"),
label = strong("Keep only occurrences with uncertainty values"),
value = FALSE)
),
conditionalPanel(
sprintf("input['%s'] == 'gbif'", ns("occsDb")),
checkboxInput(ns("doCitations"),
label = 'Include Data Source Citations',
value = FALSE),
conditionalPanel(
sprintf("input['%1$s'] == 'gbif' &
input['%2$s'] == true",
ns("occsDb"), ns("doCitations")),
splitLayout(textInput(ns('gbifUser'),
'GBIF User ID',
value = NULL),
textInput(ns('gbifEmail'),
'GBIF email',
value = NULL),
passwordInput(ns('gbifPW'),
'GBIF password',
value = NULL))
)
),
tags$div(title = 'Examples: Felis catus, Canis lupus, Nyctereutes procyonoides',
textInput(ns("spNames"), label = "Enter species scientific name",
placeholder = 'format: Genus species',
value = "")), # Check default
conditionalPanel(
sprintf(
"(input['%1$s'] == 'gbif' & input['%2$s'] == false) | input['%1$s'] == 'vertnet'" ,
ns("occsDb"), ns("doCitations")),
tags$div(
title = paste0('Maximum number of occurrences recovered from ',
'databases. Downloaded records are not sorted randomly: ',
'rows are always consistent between downloads.'),
numericInput(ns("occsNum"), "Set maximum number of occurrences",
value = 0, min = 0))
),
actionButton(ns("goDbOccs"), "Query Database")
)
}
occs_queryDb_module_server <- function(input, output, session, common) {
logger <- common$logger
spp <- common$spp
observeEvent(input$goDbOccs, {
# WARNING ####
if (input$occsDb != "bien") {
if (input$occsDb != "gbif" & input$occsNum < 1) {
logger %>% writeLog(type = 'warning',
"Enter a non-zero number of occurrences.")
return()
}
if (input$occsDb == "gbif" & input$occsNum < 1 &
input$doCitations == FALSE) {
logger %>% writeLog(type = 'warning',
"Enter a non-zero number of occurrences.")
return()
}
}
# FUNCTION CALL ####
occsList <- occs_queryDb(input$spNames, input$occsDb, input$occsNum,
input$doCitations, input$gbifUser, input$gbifEmail,
input$gbifPW, input$uncertainty, logger)
req(occsList)
for (sp in names(occsList)) {
# LOAD INTO SPP ####
# if species name is already in list, overwrite it
if (!is.null(spp[[sp]])) spp[[sp]] <- NULL
# add two copies of occs dataset -- higher level occs will be
# altered during session, while occData$occsCleaned is preserved in the
# post-download cleaned state; occsOrig is the raw download
# rmm is the range model metadata object
spp[[sp]] <- list(occs = occsList[[sp]]$cleaned,
occData = list(occsOrig = occsList[[sp]]$orig,
occsCleaned = occsList[[sp]]$cleaned),
rmm = rangeModelMetadata::rmmTemplate(),
rmd = list())
# REFERENCES ####
if (input$occsDb == "bien") {
knitcitations::citep(citation("BIEN"))
} else {
if (input$doCitations) {
knitcitations::citep(citation("occCite"))
} else {
knitcitations::citep(citation("spocc"))
}
}
# METADATA ####
spp[[sp]]$rmm$data$occurrence$taxon <- sp
spp[[sp]]$rmm$data$occurrence$dataType <- "presence only"
spp[[sp]]$rmm$data$occurrence$presenceSampleSize <- nrow(occsList[[sp]]$cleaned)
spp[[sp]]$rmm$data$occurrence$yearMin <- min(occsList[[sp]]$cleaned$year)
spp[[sp]]$rmm$data$occurrence$yearMax <- max(occsList[[sp]]$cleaned$year)
spp[[sp]]$rmm$code$wallace$occsNum <- input$occsNum
spp[[sp]]$rmm$code$wallace$uncertainty <- input$uncertainty
if (input$doCitations | input$occsDb == 'bien') {
spp[[sp]]$rmm$code$wallace$occsNum <- nrow(occsList[[sp]]$orig)
}
spp[[sp]]$rmm$code$wallace$occsRemoved <- input$occsNum - nrow(occsList[[sp]]$cleaned)
# Store DOI citations
if (input$doCitations) {
spp[[sp]]$rmm$data$occurrence$sources <- input$occsDb
spp[[sp]]$rmm$code$wallace$gbifDOI <- occsList[[sp]]$citation
spp[[sp]]$rmm$code$wallace$gbifUser <- input$gbifUser
spp[[sp]]$rmm$code$wallace$gbifEmail <- input$gbifEmail
spp[[sp]]$rmm$code$wallace$doCitations <- input$doCitations
} else {
spp[[sp]]$rmm$data$occurrence$sources <- input$occsDb
}
}
common$update_component(tab = "Map")
})
return(list(
save = function() {
list(
spNames = input$spNames,
occsNum = input$occsNum
)
},
load = function(state) {
updateTextInput(session, "spNames", value = state$spNames)
updateNumericInput(session, "occsNum", value = state$occsNum)
}
))
}
occs_queryDb_module_map <- function(map, common) {
spp <- common$spp
curSp <- common$curSp
occs <- spp[[curSp()]]$occData$occsCleaned
map %>% clearAll() %>%
addCircleMarkers(data = occs, lat = ~latitude, lng = ~longitude,
radius = 5, color = 'red', fill = TRUE, fillColor = "red",
fillOpacity = 0.2, weight = 2, popup = ~pop) %>%
zoom2Occs(occs)
}
occs_queryDb_module_rmd <- function(species) {
list(
occs_queryDb_knit = species$rmm$data$occurrence$sources == 'gbif' |
species$rmm$data$occurrence$sources == 'vernet' |
# species$rmm$data$occurrence$sources == 'bison' |
species$rmm$data$occurrence$sources == 'bien',
occs_citation_knit = !is.null(species$rmm$code$wallace$gbifDOI),
occDb_rmd = species$rmm$data$occurrence$sources,
occNum_rmd = species$rmm$code$wallace$occsNum,
doCitations_rmd = species$rmm$code$wallace$doCitations,
gbifUser_rmd = species$rmm$code$wallace$gbifUser,
gbifEmail_rmd = species$rmm$code$wallace$gbifEmail,
uncertainty_rmd = species$rmm$code$wallace$uncertainty
)
}
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