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June 14, 2022 16:41
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Example to Query FDEP ArcGIS REST Server for blue-green algae
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## Objective: To query FDEP's ArcGIS REST server via R | |
## You must have server link and know a little about the dataset. | |
## | |
## Due to the query limit and area of interest, query is broken into two regions | |
### Libraries | |
library(httr) | |
library(jsonlite) | |
path <- 'https://services1.arcgis.com/nRHtyn3uE1kyzoYc/arcgis/rest/services/VIEW_FL_Algal_Bloom_Site_Visits_1/FeatureServer/0/query?' | |
request <- GET( | |
url = path, | |
query= list( | |
where = "County='Lee' OR County='Collier' OR County='Hendry' OR County='Glades' OR County='Martin'", | |
outFields = '*', | |
f = 'pjson' | |
) | |
) | |
response <- content(request, as = "text", encoding = "UTF-8") | |
results <- jsonlite::fromJSON(response,flatten=T) | |
bgdat=results$features;# saves results from last query | |
request <- GET( | |
url = path, | |
query= list( | |
where = "County='Okeechobee' OR County='PalmBeach' OR County='Broward' OR County='MiamiDade' OR County='Monroe'", | |
outFields = '*', | |
f = 'pjson' | |
) | |
) | |
response <- content(request, as = "text", encoding = "UTF-8") | |
results <- jsonlite::fromJSON(response,flatten=T) | |
bgdat=rbind(bgdat, results$features);# combines all results | |
## Some data cleaning and reformatting | |
vars=c("attributes.objectid", "attributes.globalid", "attributes.SiteVisitDate", | |
"attributes.Location", "attributes.County", "attributes.Visitor", | |
"attributes.AlgaeObserved", "attributes.SampleTaken", "attributes.DepthDesc", | |
"attributes.SampleDepth", "attributes.AnalyzedBy", "attributes.Otherlab", | |
"attributes.Comments", "attributes.Latitude", "attributes.Longitude", | |
"attributes.AlgalID", "attributes.Microcystin", "attributes.OtherToxin", | |
"attributes.EditDate", "attributes.PicURL", "attributes.ToxinPresent", | |
"attributes.CyanobacteriaDominant", "geometry.x", "geometry.y" | |
) | |
vars=strsplit(vars,"\\.") | |
vars=sapply(vars,"[",2) | |
colnames(bgdat)<-tolower(vars) | |
bgdat$sitevisitdate=as.numeric(gsub('000$', '',format(bgdat$sitevisitdate,scientific=F))) | |
bgdat$datetime=as.POSIXct(bgdat$sitevisitdate,origin = c('1970-01-01'), tz = 'UTC') |
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