Some R tools to search, activate and download satellite imagery from the Planet API (https://developers.planet.com/docs/api/). The current purpose of the package is to Search the API, batch activate all assets, and then batch download them.
There are two API's:
- v1 Planet API
- v2 Planet Orders API (can clip and pre-process scenes to AOI on server)
## current functions (API v1)
planetR::planet_search()
planetR::planet_activate()
planetR::planet_download()
## current functions (Orders API v2)
planetR::planet_order_request()
planetR::planet_order_download()
planetR::planet_order()
You can install planetR directly from this GitHub repository. To do so, you will need the remotes package. Next, install and load the planetR package using remotes::install_github():
install.packages("remotes")
remotes::install_github("bevingtona/planetR")
library(planetR)
This is an example of how to search, activate and download assets using planetR.
#### LIBRARIES ####
library(planetR)
library(httr)
library(jsonlite)
library(raster)
library(stringr)
library(sf)
#### USER VARIABLES ####
# Site name that will be used in the export folder name
site = "MySite"
# Set Workspace (optional)
setwd("")
# Set API
api_key = ""
# Date range of interest
date_start <- as.Date("2022-01-01")
date_end <- as.Date("2022-04-01")
# Metadata filters
cloud_lim <- 0.02 # percent from 0-1
item_name <- "PSScene" # (see https://developers.planet.com/docs/data/items-assets/)
product_bundle <- "analytic_8b_sr_udm2" # https://developers.planet.com/docs/integrations/gee/delivery/
asset <- "ortho_udm2" # (see https://developers.planet.com/docs/data/items-assets/)
# Set AOI (many ways to set this!) ultimately just need an extent()
# OPTION 1: Import feature
my_aoi = read_sf("path_to_file.sqlite") # KML, SHP, SQLITE, or other
bbox = extent(my_aoi)
# OPTION 2: Digitize om map
my_aoi = mapedit::editMap() # Set in GUI
bbox = extent(my_aoi)
# OPTION 3: Set bounding box manually
bbox = extent(-129,-127,50,51)
# Set/Create Export Folder
exportfolder <- paste(site, item_name, asset, lubridate::year(date_start), lubridate::year(date_end), lubridate::yday(date_start), lubridate::yday(date_end), sep = "_")
if(!(dir.exists("exports"))){
dir.create("exports", showWarnings = F)
}
dir.create(file.path("exports", exportfolder), showWarnings = F)
# Planet Orders API
planet_order(api_key = api_key,
bbox = bbox,
date_end = date_end,
date_start = date_start,
cloud_lim = cloud_lim,
item_name = item_name,
product_bundle = product_bundle,
asset = asset,
mostrecent = 1, # downloads the 1 most recent image
order_name = exportfolder)
[1] "Found 6 suitable PSScene4Band analytic_sr images"
[1] "Day of year: 290-300"
[1] "Year: 2016-2020"
[1] "Save the Order ID: cd16bf13-2f18-47e1-84ad-1d3d280326e3"
[1] "You can restart the download with `planet_order_download(order_id, order_name)`"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "queued"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Order still being proccessed, trying again in 60 seconds..."
[1] "running"
[1] "Starting download"
[1] "Download: 4%"
[1] "Download: 8%"
[1] "Download: 10%"
[1] "Download: 20%"
[1] "Download: 20%"
[1] "Download: 20%"
[1] "Download: 30%"
[1] "Download: 30%"
[1] "Download: 40%"
[1] "Download: 40%"
[1] "Download: 40%"
[1] "Download: 50%"
[1] "Download: 50%"
[1] "Download: 60%"
[1] "Download: 60%"
[1] "Download: 60%"
[1] "Download: 70%"
[1] "Download: 70%"
[1] "Download: 80%"
[1] "Download: 80%"
[1] "Download: 80%"
[1] "Download: 90%"
[1] "Download: 90%"
[1] "Download: 100%"
[1] "Download: 100%"
[1] "Download complete"
[1] "Items located in ../MySite_PSScene4Band_analytic_sr_2016_2020_290_300"
# PLANET_SEARCH: Search API
response <- planet_search(bbox = bbox,
date_end = date_end,
date_start = date_start,
cloud_lim = cloud_lim,
item_name = item_name,
asset = asset,
api_key = api_key)
print(paste("Images available:", length(response), item_name, asset))
# PLANET_ACTIVATE: Batch Activate
for(i in 1:nrow(response)) {
planet_activate(i, item_name = item_name)
print(paste("Activating", i, "of", nrow(response)))}
# PLANET_DOWNLOAD: Batch Download
for(i in 1:nrow(response)) {
planet_download(i)
print(paste("Downloading", i, "of", nrow(response)))}
Very early/experimental status.
To report bugs/issues/feature requests, please file an issue.
If you would like to contribute to the package, please see our CONTRIBUTING guidelines.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and limitations under the License.