From 3c77a14d33f723ee82095b09f6038e1ec780e391 Mon Sep 17 00:00:00 2001 From: fawda123 Date: Wed, 21 Aug 2024 07:37:12 -0400 Subject: [PATCH] kbrdat to dat_proc --- R/dat_proc.R | 45 ++++++++++++++++++++++++++++++++++++++++++++ R/hab_fib_scratch.R | 37 +----------------------------------- data/kbrdat.RData | Bin 0 -> 377858 bytes 3 files changed, 46 insertions(+), 36 deletions(-) create mode 100644 data/kbrdat.RData diff --git a/R/dat_proc.R b/R/dat_proc.R index 0f0128c..204b2b2 100644 --- a/R/dat_proc.R +++ b/R/dat_proc.R @@ -3,6 +3,11 @@ library(tidyverse) library(lubridate) library(here) library(rsmartsheet) +library(readxl) +library(httr) +library(jsonlite) +library(sf) +library(tbeptools) cenkey <- Sys.getenv("census_key") smrkey <- Sys.getenv("smartsheets_key") @@ -215,4 +220,44 @@ dcgdat <- dcgraw %>% save(dcgdat, file = here('data/dcgdat.RData')) +# k brevis data ------------------------------------------------------------------------------- + + +# query api +path <- 'https://gis.ncdc.noaa.gov/arcgis/rest/services/ms/HABSOS_CellCounts/MapServer/0/query?' + +request <- GET( + url = path, + query= list( + # where = "STATE_ID='FL'", + where = "LATITUDE < 28.2 AND LATITUDE > 27 AND LONGITUDE > -83.4 AND LONGITUDE < -82.08", + outFields = 'DESCRIPTION,SAMPLE_DATE,LATITUDE,LONGITUDE,SALINITY,SALINITY_UNIT,WATER_TEMP,WATER_TEMP_UNIT,GENUS,SPECIES,CATEGORY,CELLCOUNT,CELLCOUNT_UNIT', + f = 'pjson' + ) +) + +response <- content(request, as = "text", encoding = "UTF-8") +results <- fromJSON(response, flatten = T) + +# format data +kbrdat <- results$features %>% + rename_all(function(x) gsub('^attributes\\.', '', x)) %>% + rename_all(tolower) %>% + mutate( + date = format(sample_date, scientific = F), + date = as.numeric(gsub('000$', '', date)), + date = as.POSIXct(date, origin = c('1970-01-01'), tz = 'UTC'), + date = as.Date(date) + ) %>% + select( + date, station = description, sal_ppt = salinity, temp_c = water_temp, kb_100kcelll = cellcount, longitude, latitude + ) %>% + gather('var', 'val', -date, -station, -longitude, -latitude) %>% + separate(var, c('var', 'uni'), sep = '_') %>% + filter(!is.na(val)) %>% + st_as_sf(coords = c('longitude', 'latitude'), crs = 4326) %>% + .[tbshed, ] %>% + .[tbseg, ] + +save(kbrdat, file = here::here('data/kbrdat.RData')) diff --git a/R/hab_fib_scratch.R b/R/hab_fib_scratch.R index dcb57cd..7437b3f 100644 --- a/R/hab_fib_scratch.R +++ b/R/hab_fib_scratch.R @@ -102,42 +102,7 @@ p1 <- ggplot(toplo, aes(x = yr, y = pyro, group = yr)) + # karenia ------------------------------------------------------------------------------------- -# query api -path <- 'https://gis.ncdc.noaa.gov/arcgis/rest/services/ms/HABSOS_CellCounts/MapServer/0/query?' - -request <- GET( - url = path, - query= list( - # where = "STATE_ID='FL'", - where = "LATITUDE < 28.2 AND LATITUDE > 27 AND LONGITUDE > -83.4 AND LONGITUDE < -82.08", - outFields = 'DESCRIPTION,SAMPLE_DATE,LATITUDE,LONGITUDE,SALINITY,SALINITY_UNIT,WATER_TEMP,WATER_TEMP_UNIT,GENUS,SPECIES,CATEGORY,CELLCOUNT,CELLCOUNT_UNIT', - f = 'pjson' - ) -) - -response <- content(request, as = "text", encoding = "UTF-8") -results <- fromJSON(response, flatten = T) - -# format data -kbrdat <- results$features %>% - rename_all(function(x) gsub('^attributes\\.', '', x)) %>% - rename_all(tolower) %>% - mutate( - date = format(sample_date, scientific = F), - date = as.numeric(gsub('000$', '', date)), - date = as.POSIXct(date, origin = c('1970-01-01'), tz = 'UTC'), - date = as.Date(date) - ) %>% - select( - date, station = description, sal_ppt = salinity, temp_c = water_temp, kb_100kcelll = cellcount, longitude, latitude - ) %>% - gather('var', 'val', -date, -station, -longitude, -latitude) %>% - separate(var, c('var', 'uni'), sep = '_') %>% - filter(!is.na(val)) %>% - st_as_sf(coords = c('longitude', 'latitude'), crs = 4326) %>% - .[tbshed, ] %>% - .[tbseg, ] - +load(file = 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