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November 2, 2022 21:53
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Get ASGS geometry from ABS ArcGIS REST API #experiments
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library(sf) | |
library(httr2) | |
library(ggplot2) | |
# based on https://community.esri.com/t5/gis-blog/ | |
# accessing-arcgis-rest-services-using-r/ba-p/898451 | |
api_query <- url_parse("https://geo.abs.gov.au") | |
api_root <- "/arcgis/rest/services" | |
service <- "ASGS2021" # ASGS[2011:2022], some others | |
product <- "STE" # geography code | |
layer <- "0" # full layer | |
suffix <- "MapServer/0/query" # extra stuff | |
api_query$path <- paste(api_root, service, product, "MapServer", layer, "query", sep = "/") | |
api_query$query <- list( | |
where = "STATE_NAME_2021='Victoria'", | |
outFields = "*", | |
returnGeometry = "true", | |
f = "geojson") | |
# other request options: | |
# 1) `where` can be any legal SQL WHERE clause. for example: | |
# where = "STATE_NAME_2021 IN ('Victoria', 'Tasmania')" | |
# where = "STATE_CODE_2021>'0'" | |
# 2) `geometry` can get stuff within (or touching) a bounding box | |
# full docs: https://geo.abs.gov.au/arcgis/sdk/rest/index.html#/Query_Map_Service_Layer/02ss0000000r000000 | |
# get the boundary | |
api_query |> | |
url_build() |> | |
request() |> | |
req_perform() -> | |
api_request | |
# push the boundary into sf | |
api_request |> | |
resp_body_string() |> | |
st_read() -> | |
boundaries | |
ggplot() + geom_sf(data = boundaries) |
Well done nonetheless!
Haha, indeed. I'd prefer not to commit massive shapefiles to version control since it's for a pipeline (although I forgot that {strayr}
and {absmapsdata}
can download shapefiles too; that probably would've been a better solution in hindsight).
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Of course, it'd be even easier just to download the shape files and convert them in something like QGIS.