Global Forest Watch: An online, global, near-real time forest monitoring tool

📦🐍 Python package to model and forecast the risk of deforestation

Remote Sensing Tools for Forest Monitoring

🌍 📝 Modelling and forecasting deforestation in the tropics

This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.

Code repository for the paper: Silva Junior et al. Benchmark maps of 33 years of secondary forest age for Brazil. Scientific Data (2020). https://doi.org/10.1038/s41597-020-00600-4

Label satellite images from the Amazon basin, in order to better track and understand causes of deforestation.

📝 Sixty years of deforestation and forest fragmentation in Madagascar

Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia

[ISPRS 23] Deforestation Detection in the Amazon with Sentinel-1 SAR Image Time Series

Project on detecting deforestation using deep learning algorithms

Satellite image classifier that identifies signs of deforestation and pollution using transfer learning with a pre-trained ResNet50 Convolutional Neural Network (CNN) model.

Scenarios of deforestation for tropical countries

Deforestation Segmentation

Code for Deforestation Driver and Carbon Emission (DeDuCE) model

Web application to promote awareness of deforestation in the amazon

📦🐍 geefcc Python package to get forest cover change data from Google Earth Engine

Utilizing machine learning to examine deforestation rates in the undeveloped region of Paraguay's Chaco

Semantic Segmentation for deforestation in Bolivia.

code repo for "Performance evaluation for forecasting modeling with spatiotemporal structures in data"