This project demonstrates how synthetic satellite imagery data can be used to train a machine learning model for detecting illegal logging activities. Using simulated spectral bands (Red, NIR, SWIR) and derived vegetation indices (NDVI) along with texture features, the project classifies areas as either logged or non-logged.
☆51Aug 11, 2025Updated last year
Alternatives and similar repositories for Illegal-Logging-Detection-via-Satellite-and-ML
Users that are interested in Illegal-Logging-Detection-via-Satellite-and-ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project compares Kriging and Random Forest machine learning for spatial interpolation of rainfall using synthetic data in Google Ear…☆51Aug 10, 2025Updated last year
- A natural language processing project that classifies weather report text sentiment as positive, neutral, or negative, helping analyze em…☆49Aug 10, 2025Updated last year
- The Citizen Complaint Categorization in Environmental Agencies" project generates synthetic environmental complaint data and trains a mac…☆49Aug 12, 2025Updated last year
- This project generates captions for synthetic satellite imagery using machine learning, describing environmental features such as vegetat…☆48Aug 19, 2025Updated last year
- This project uses synthetic environmental data and AI to track progress toward Sustainable Development Goals (SDGs). It computes a compos…☆55Sep 11, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This project applies Sentinel-2 satellite imagery and machine learning to classify mangrove health, distinguishing healthy from stressed …☆58Sep 11, 2025Updated last year
- Use multi-temporal shoreline datasets and CNN/RNN for erosion prediction.☆56Sep 9, 2025Updated last year
- This project maps Urban Heat Islands using synthetic thermal imagery and machine learning in Google Earth Engine. It generates over 100 s…☆58Sep 11, 2025Updated last year
- Heavy-Metal-Prediction-in-Groundwater generates synthetic groundwater quality data and applies machine learning to predict heavy metal co…☆47Aug 25, 2025Updated last year
- Wetland Classification Using GEE and CNNs employs synthetic spectral and index features to classify land into water, wetland, and upland.…☆47Aug 19, 2025Updated last year
- ☆42Aug 7, 2025Updated last year
- This project automates river network extraction from satellite imagery using deep learning. It employs a U-Net architecture for precise s…☆58Sep 11, 2025Updated last year
- The Carbon-Footprint-Estimator-App helps users calculate and track their carbon emissions from daily activities, promoting eco-friendly c…☆44Aug 11, 2025Updated last year
- A synthetic machine learning pipeline for forecasting agricultural yields under climate change. It integrates climate, soil, management, …☆63Sep 3, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This project creates an interactive heatmap to visualize CO₂ emissions from power plants using geospatial data. It helps identify high-em…☆68Jun 11, 2025Updated last year
- The GHG-Emission-Dashboard-for-Nigeria-or-Global is a Streamlit-based tool that visualizes synthetic greenhouse gas emissions. It enables…☆42Aug 21, 2025Updated last year
- ML/NLP system for flagging misleading content on climate topics.☆37May 26, 2025Updated last year
- 3D modeling (Cesium.js or Blender) showing projected sea level rise on coastal cities.☆38May 26, 2025Updated last year
- The Stakeholder-Engagement-Level-Detection project applies data-driven analysis to evaluate stakeholder participation and involvement. It…☆41Aug 21, 2025Updated last year
- NLP model analyzing climate policy documents for actionability and effectiveness.☆38May 26, 2025Updated last year
- ext mining of Twitter/X posts to detect local climate adaptation strategies.☆38May 26, 2025Updated last year
- Based on slope, rainfall, land use, and NDVI data.☆37Aug 3, 2026Updated 2 months ago
- Semi-automated change detection tool using PCA + supervised ML classifiers.☆37May 26, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Forecast AQI using LSTM/GRU models on PM2.5, NOx, CO data.☆38May 26, 2025Updated last year
- ML classifier for detecting stressed crops using spectral signature data.☆37May 26, 2025Updated last year
- Use GPT/Transformer models to extract key environmental risks and mitigations.☆37May 26, 2025Updated last year
- ummarize long climate science papers into actionable briefs using NLP.☆37May 26, 2025Updated last year
- The use of advanced remote sensing technologies to measure atmospheric concentrations of gases like carbon dioxide (CO₂), methane (CH₄), …☆42Aug 26, 2025Updated last year
- This project uses an LSTM neural network to predict air quality (PM2.5) from synthetic time-series data. It includes data generation, nor…☆42Aug 25, 2025Updated last year
- RF/XGBoost model trained on morphometric, rainfall, and DEM data☆38May 26, 2025Updated last year
- RR is a data-driven research project that integrates geospatial analysis, machine learning, and environmental monitoring to analyze histo…☆43Sep 1, 2025Updated last year
- Predict WQI using lab data and ML regression models (e.g., ANN, RF).☆37May 26, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Object detection model to identify and classify waste dump sites in urban areas.☆37May 26, 2025Updated last year
- This project demonstrates oil spill detection in synthetic SAR imagery using deep learning. It generates synthetic datasets with speckle …☆69Sep 30, 2025Updated last year
- Use satellite data, population density, and climate projections to predict urban heat hotspots and assess vulnerability across cities.☆38Sep 1, 2025Updated last year
- Develop predictive models that integrate rainfall, DEM, and land-use data to map areas at risk of flooding and support early-warning syst…☆39Aug 3, 2026Updated 2 months ago
- This project uses NLP to analyze synthetic patient journals for anxiety trends. It applies text preprocessing, scoring, and topic modelin…☆56Aug 26, 2025Updated last year
- ☆34Aug 12, 2025Updated last year
- advanced AI-powered phishing detection system designed specifically to protect Nigerian internet users from cyber threats, phishing attac…☆53May 30, 2025Updated last year