This is a program that uses multi-source remote sensing data to monitor the dynamic changes of lakes. The detailed introduction of the modified procedure and specific application examples will be presented in the form of a paper in the near future.
The program supports the processing of multi-source satellite images (Landsat, Sentinel) and multi-source satellite altimetry data(CryoSat2, ICESat2, Sentinel3). Including extracting lake water bodies from GSW data, extracting lake area, and extracting lake water level.
To use this program, you need to use the water index image as input. It is recommended to use Google earth engine(GEE) to calculate the water index. Other precautions are detailed in the program.
Please use python 3.7. Other dependent packages include gdal, opencv, etc.,in requirements.txt. Just follow the prompts and click install.
Please cite our works if you use this code:
https://doi.org/10.3390/rs13163221.
https://doi.org/10.1016/j.jhydrol.2022.127888
Your comments and suggestions are welcome