shub_cloudless

Sentinel Hub configuration for downloading cloudless images from selcted extents in a selected time frame

PROBLEM: accessing server for Landsat data (token not found).

SOLUTION: Install sentinelhub package using pip, anaconda does not have the latest version!

Data Collections

For detailed list visit the links below. Some examples include:

DataCollection.SENTINEL2_L1C
DataCollection.SENTINEL2_L2A
DataCollection.SENTINEL1
DataCollection.LANDSAT_OT_L1
DataCollection.LANDSAT_OT_L2

Data Collections Tutorial

Documentation

Available bands and data

Sentinel-2 L2A

S-2 Cloud Masks

• CLM: 0 (no clouds), 1 (clouds), 255 (no data)
• CLP: 0–255 (divide by 255 to get to the [0-1] range)

Landsat-8 L2

Cloud mask from the BQA band (= Quality Assessment band). Use decodeL8C2Qa function to get values.

https://www.sentinel-hub.com/faq/how-can-i-access-data-landsat-8-quality-assessment-band/

Custom script: L8 cloud segmentation