Machine learning in geospatial data

This is the repo for the course: "Web mapping and Web-GIS from Dev to Deploy 2021: GeoDjango".

This repo contain the most common tools used in geospatial analysis using python!

GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)

Application of deep learning for earth observation.

A project on gully erosion/feature mapping using machine-learning

Flood mapping and damage assessment in GEE

Wetland change detection using Landsat time-series imagery

Crop production analysis using remote sensing

Project on how to predict agricultural drought conditions using Vegetation Health Index in Google Earth Engine

Implementation of RUSLE method in GEE