Based on slope, rainfall, land use, and NDVI data.
☆37May 26, 2025Updated 9 months ago
Alternatives and similar repositories for Erosion-Risk-Mapping-Using-SVM-Decision-Trees
Users that are interested in Erosion-Risk-Mapping-Using-SVM-Decision-Trees are comparing it to the libraries listed below
Sorting:
- ML classifier for detecting stressed crops using spectral signature data.☆37May 26, 2025Updated 9 months ago
- Forecast AQI using LSTM/GRU models on PM2.5, NOx, CO data.☆38May 26, 2025Updated 9 months ago
- Predict WQI using lab data and ML regression models (e.g., ANN, RF).☆37May 26, 2025Updated 9 months ago
- A synthetic machine learning pipeline for forecasting agricultural yields under climate change. It integrates climate, soil, management, …☆57Sep 3, 2025Updated 6 months ago
- This project demonstrates how synthetic satellite imagery data can be used to train a machine learning model for detecting illegal loggin…☆51Aug 11, 2025Updated 6 months ago
- Wetland Classification Using GEE and CNNs employs synthetic spectral and index features to classify land into water, wetland, and upland.…☆47Aug 19, 2025Updated 6 months ago
- This project automates river network extraction from satellite imagery using deep learning. It employs a U-Net architecture for precise s…☆57Sep 11, 2025Updated 5 months ago
- This project uses AI to map biodiversity hotspots by analyzing environmental variables and species richness data. A machine learning mode…☆61Jun 6, 2025Updated 9 months ago
- Use GPT/Transformer models to extract key environmental risks and mitigations.☆37May 26, 2025Updated 9 months ago
- NLP model analyzing climate policy documents for actionability and effectiveness.☆38May 26, 2025Updated 9 months ago
- The Citizen Complaint Categorization in Environmental Agencies" project generates synthetic environmental complaint data and trains a mac…☆49Aug 12, 2025Updated 6 months ago
- This project applies Sentinel-2 satellite imagery and machine learning to classify mangrove health, distinguishing healthy from stressed …☆57Sep 11, 2025Updated 5 months ago
- CNN model trained on hyperspectral images to detect gas leaks over oil & gas fields.☆32May 26, 2025Updated 9 months ago
- Heavy-Metal-Prediction-in-Groundwater generates synthetic groundwater quality data and applies machine learning to predict heavy metal co…☆47Aug 25, 2025Updated 6 months ago
- ML/NLP system for flagging misleading content on climate topics.☆37May 26, 2025Updated 9 months ago
- Time-series flood map generator using Sentinel-1 and GEE scripting.☆75Oct 10, 2025Updated 4 months ago
- The use of advanced remote sensing technologies to measure atmospheric concentrations of gases like carbon dioxide (CO₂), methane (CH₄), …☆42Aug 26, 2025Updated 6 months ago
- This project creates an interactive heatmap to visualize CO₂ emissions from power plants using geospatial data. It helps identify high-em…☆67Jun 11, 2025Updated 8 months ago
- ummarize long climate science papers into actionable briefs using NLP.☆37May 26, 2025Updated 9 months ago
- 3D modeling (Cesium.js or Blender) showing projected sea level rise on coastal cities.☆38May 26, 2025Updated 9 months ago
- This project compares Kriging and Random Forest machine learning for spatial interpolation of rainfall using synthetic data in Google Ear…☆50Aug 10, 2025Updated 6 months ago
- Object detection model to identify and classify waste dump sites in urban areas.☆37May 26, 2025Updated 9 months ago
- This project uses synthetic environmental data and AI to track progress toward Sustainable Development Goals (SDGs). It computes a compos…☆55Sep 11, 2025Updated 5 months ago
- RF/XGBoost model trained on morphometric, rainfall, and DEM data☆37May 26, 2025Updated 9 months ago
- This Python-based project leverages machine learning to predict air quality levels using synthetic pollutant data, simulating real-world …☆34Mar 13, 2025Updated 11 months ago
- AI-driven demand-side energy management optimizes how consumers use electricity by forecasting demand, shifting loads, and automating ene…☆41Nov 20, 2025Updated 3 months ago
- Water-Usage-Prediction-and-Optimization uses machine learning to forecast future water consumption based on historical patterns, weather,…☆41Nov 18, 2025Updated 3 months ago
- A lightweight expense tracking app with offline support, local storage, and charts. Features category budgeting, monthly summaries, and c…☆43May 24, 2025Updated 9 months ago
- Use GEE + ML to identify optimal locations for utility-scale solar farms in West Africa.☆32May 26, 2025Updated 9 months ago
- A machine learning project for predicting noise pollution levels using environmental and spatial features. Built for analysis, mapping, a…☆49Apr 2, 2025Updated 11 months ago
- A natural language processing project that classifies weather report text sentiment as positive, neutral, or negative, helping analyze em…☆49Aug 10, 2025Updated 6 months ago
- Smart Recycling Sorting System uses AI-powered image recognition and sensors to automatically classify waste into categories such as plas…☆46Nov 27, 2025Updated 3 months ago
- Use multi-temporal shoreline datasets and CNN/RNN for erosion prediction.☆55Sep 9, 2025Updated 6 months ago
- This project demonstrates oil spill detection in synthetic SAR imagery using deep learning. It generates synthetic datasets with speckle …☆69Sep 30, 2025Updated 5 months ago
- This project generates captions for synthetic satellite imagery using machine learning, describing environmental features such as vegetat…☆48Aug 19, 2025Updated 6 months ago
- This project maps Urban Heat Islands using synthetic thermal imagery and machine learning in Google Earth Engine. It generates over 100 s…☆55Sep 11, 2025Updated 5 months ago
- A GIS-based model that combines exposure, sensitivity, and adaptive capacity indicators.☆32May 26, 2025Updated 9 months ago
- The Carbon-Footprint-Estimator-App helps users calculate and track their carbon emissions from daily activities, promoting eco-friendly c…☆43Aug 11, 2025Updated 6 months ago
- Smart Composting System uses IoT sensors and AI analytics to monitor organic waste, temperature, moisture, and decomposition rates. The s…☆33Dec 24, 2025Updated 2 months ago