InfeRes
is a python module that is designed to help automatic extraction of reservoir characteristics (water surface area, level, and storage-volume) time-series by taking leverage
of the Google Earth Engine Landsat data collection, and
high resolition DEM (30m).
It built on top of GDAL, Scikit-Learn, NumPy and Matplotlib,
and other popular python packages. InfeRes
is developed with a novel algorithm which helps inferring reservoir characteristics even from the partially cloudy images.
InfeRes
can be applied to monitor water surface area in any reservoir or waterbody; whereas, storage-volume can be obtained for the reservoirs build only after 2000 (limitation of DEM acquisition).
For more information, see the full documentation, or GitHub.
Currently InfeRes
is only tested on Python 3.8.