Evaluate Sentinelsat and Sentinelhub libraries to access satellite data
tnigon opened this issue · 1 comments
tnigon commented
Use cases
- For each ground truth point, retrieve the representative reflectance for each sentinel band at that location for the date closest in time (also save the days from image date).
- For each CSS field, retrieve the images as they become available (in the future), crop image by field bounds, and use
Training.predict()
to make a prediction on each image pixel.
Evaluation criteria
- Ease of retrieving data for each of the use cases above
- Cost
- Reliability
- Auxiliary information that may be helpful in current or future predictions
To do
- Create an account with Copernicus
- Install sentinelsat
conda install -c bilelomrani sentinelsat
- Show a proof of concept that we can get latest satellite imagery for any location on demand
tnigon commented
Closing issue because was addressed in spatial repository (now combined with db).