/sentinel_lasso

Primary LanguagePythonApache License 2.0Apache-2.0

Lasso Regression on Sentinel-1

Boka Luo

02/08/2021

This repo provides the protocol running lasso regression on calibrated Sentinel-1 images from Google Earth Engine, including:

  • mosaic images of the same dates
  • resample images in time series
  • apply iterative guided filter, which is observed to have less shifts than Lee filter, and can omit the gradient distortion phenomenon
  • apply pixel-wise lasso regression