imabubakr's repositories
Forest-Biomass-ML
Classical machine learning techniques involve Earth observation data to estimate the aboveground biomass of forest (black forest).
Forest-Fires-Mapping
A Google Earth Engine script for mapping burned area extent using Sentinel-1 data.
Flood-Mapping
A Google Earth Engine recipe for mapping floods and their extent using Sentinel-1 data
LiDAR-Processing
Automate LiDAR point cloud data processing
Burned-Area-Extent
Mapping burned area extent and UV-aerosol employing Sentinel-3 and Sentinel-5 data
earth-env-data-science-book
Source repo for Earth and Environmental Data Science book
Geospatial-Analysis-and-Visualization
Jupyter notebooks focused on data analysis and visualization.
geospatial-data-science
Course materials for Geospatial Data Science (GEOG490)
jupyter
Jupyter metapackage for installation, docs and chat
ML-for-EO-Data
This repository houses my ML learning efforts for EO data.
open-geo-tutorial
Tutorial of fundamental remote sensing and GIS methodologies using open source software in python
qgis-expressions
Express yourself (in QGIS)