I am having a go at using the sentinelsat python API to download satellite imagery. However, I am receiving error messages when I try to convert to a pandas dataframe. This code works and downloads my requested sentinel satellite images:
from sentinelsat import SentinelAPI, read_geojson, geojson_to_wkt from datetime import date api = SentinelAPI('*****', '*****', 'https://scihub.copernicus.eu/dhus') footprint = geojson_to_wkt(read_geojson('testAPIpoly.geojson')) products = api.query(footprint, cloudcoverpercentage = (0,10)) #this works api.download_all(products)
However if I instead attempt to convert to a pandas dataframe
#api.download_all(products) #this does not work products_df = api.to_dataframe(products) api.download_all(products_df)
I receive an extensive error message that includes
"sentinelsat.sentinel.SentinelAPIError: HTTP status 500 Internal Server Error: InvalidKeyException : Invalid key (title) to access Products "
(where (title) is also replaced with processed, platformname, processingbaseline, etc.). I've tried a few different ways to convert to a dataframe and filter/sort results and have received an error message every time (note: I have pandas/geopandas installed). How can I convert to a dataframe and filter/sort with the sentinelsat API?