Workflow of rsdtlib

The purpose of rsdtlib is to provide an end-to-end solution for three processing stages to prepare a time series of multi-modal remote sensing observations:

  • Stage 1:
    Download remote sensing data directly from Sentinel Hub (i.e. Sentinel 1 & 2), or convert existing GeoTIFF files
  • Stage 2:
    Temporally stack, assemble, and tile these observations
  • Stage 3:
    Create windows of longer time series comprising these observations (i.e. deep-temporal)

Below figure shows the processing pipeline considering all three stages with data formats in orange.

_images/rsdtlib_pipeline.png

In the following, stages 2 and 3 are detailed with parameters to control the processes.

_images/temporal_stacking_windowing.png