chathumal93/GEE-FLD

Pytorch-UNet-Flood-Segmentation

This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.

Remote-Sensing-for-Biomass-Estimation

This repository includes biomass estimation workflows using remote sensing data including capacity building materials.

ALOS2-Flood-Mapping

This repository includes an automatic statistical-based flood mapping approach for ALOS2 Level 2.1 data. Additionally, this method of flood extraction utilizes Google Earth Engine's open data and processing capabilities.

ADB-EARR-T4

This repository includes the material for the Building Stability Monitoring Session of Remote Sensing and Geospatial Technology for Reconstruction Monitoring Training - Module 4 (Landslide, Building Monitoring and Infrastructure Stability).

EuroSat-RGB-Classifiers

This repository contains three different models (ResNet-18, ResNet-50, and ViT-Base-Patch16-224) fine-tuned on the EuroSAT dataset, along with their performance comparisons.