There are 4 repositories under deforestation topic.
📦🐍 Python package to model and forecast the risk of deforestation
Remote Sensing Tools for Forest Monitoring
:earth_africa: :pencil: 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.
:pencil: 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
Scenarios of deforestation for tropical countries
Project on detecting deforestation using deep learning algorithms
Deforestation Segmentation
Satellite image classifier that identifies signs of deforestation and pollution using transfer learning with a pre-trained ResNet50 Convolutional Neural Network (CNN) model.
Web application to promote awareness of deforestation in the amazon
Hackathon with Missing Maps & MSF, Pilsen 2019 | Detection of vegetation loss from satellite imagery
Code for Deforestation Driver and Carbon Emission (DeDuCE) model
Utilizing machine learning to examine deforestation rates in the undeveloped region of Paraguay's Chaco
Semantic Segmentation for deforestation in Bolivia.
Modeling vulnerability of ruffed lemurs to climate change and deforestation
Creates mock properties and simulates LUP based on forestry regulations
Deforestation study using GRASS GIS workshop
A comparison of deep learning segmentation models for deforestation monitoring using multispectral satellite imagery. Research paper and project work completed as part of LSE's ST456 Deep Learning course.
Code and sample data for McGregor et al., 2024
Deforestation tracking tool powered by Sentinel-2 satellite data and AI image segementation
code repo for "Performance evaluation for forecasting modeling with spatiotemporal structures in data"
Effects of land-use change on tropical biodiversity: impacts on species associated with abiotic and vertebrate seed dispersal
Python notebook for analyzing deforestation in Cancun, Mexico using OpenCV and satellite imagery from Google Earth Engine, designed for impactful environmental monitoring.
📦 🐍 🌎 deforisk QGis plugin for creating and comparing risk maps of deforestation in the tropics
Detecting and visualizing land cover change using ArcGIS Pro in the Brazil state Rondonia between year 2020 and 1992.
A Schneider Electric Hackathon challenge that consisted in using the help of thousands of satellites in space to capture images of the earth's surface in order to detect, as soon as possible, areas in the midst of deforestation and prevent its expansion.