I’m downloading Harmonized Landsat Sentinel (HLS) imagery using eo-learn and would like to know how to download data in the native HLS grid instead of resampling. Currently, I specify a region of interest bounding box and the data are resampled to fit into that bounding box. I have a strong preference not to resample. To accomplish that do I need to define a bounding box that aligns with the native resolution and tile grid system of the HLS data? I expect there is an easier way, but I haven’t found one.
Yes, to accomplish this you will need to define a bounding box that aligns with the tile grid system, native resolution and native projection of the HLS data.