nishr / InfeRes

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Welcome to InfeRes: A Python package for inferring reservoir water extent, level and storage volume

What is InfeRes?

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.

About

License:MIT License


Languages

Language:Python 86.9%Language:TeX 10.6%Language:Batchfile 1.4%Language:Makefile 1.1%