Geraldine-Winston/Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML. external links

---

GitHub - View repository

GitHub.dev - Open in online code editor

Star history - Growth chart over time

deps.dev - Dependencies and security vulnerabilities

Gitingest - Export source code for LLM usage

Repomix - Export source code for LLM usage

uithub - Export source code for LLM usage

Close

Geraldine-Winston/Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML.

Readme badge preview -

If you own this repo, copy the snippet below and add it to your README.md

---

Copy

[![RelatedRepos](https://img.shields.io/badge/related-repos-yellow)](https://relatedrepos.com/gh/Geraldine-Winston/Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML.)

Close

Geraldine-Winston / Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML.View on GitHubMore

• External links
• Readme badge

This project uses ensemble machine learning techniques to predict crop yield based on climate change scenarios. The models integrate climatic variables such as temperature, rainfall, CO₂ levels, and soil properties to forecast agricultural output.

☆32Jun 5, 2025Updated 10 months ago

Alternatives and similar repositories for Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML.

Users that are interested in Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML. are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.

• Geraldine-Winston / Energy-Efficient-Building-Design-Recommendations-using-deep-reinforcement-learning.

  View on GitHub
  This project develops a deep reinforcement learning agent to recommend energy-efficient building designs by optimizing parameters like wi…
  ☆26Jun 4, 2025Updated 10 months ago
• Geraldine-Winston / Sea-Level-Rise-Projection-using-sequence-models-LSTM-GRU-.

  View on GitHub
  ☆22Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Solar-Radiation-Prediction-using-XGBoost-on-meteorological-data.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Groundwater-Contamination-Prediction-with-Gradient-Boosted-Trees.

  View on GitHub
  ☆20Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / agro-bot

  View on GitHub
  A WhatsApp bot designed to provide Nigerian farmers with real-time agricultural information including weather forecasts, crop prices, pe…
  ☆23Jun 4, 2025Updated 10 months ago
• GPUs on demand by Runpod - Special Offer Available • Ad
  Run AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
• Geraldine-Winston / Climate-induced-Migration-Modeling-using-ML-classification-and-clustering.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Petroleum-Reservoir-Property-Prediction-using-LSTM-networks-on-well-log-data.

  View on GitHub
  This project uses LSTM networks to predict reservoir properties like porosity from sequential well log data, enabling improved reservoir …
  ☆29Jun 4, 2025Updated 10 months ago
• Geraldine-Winston / Earthquake-Magnitude-Forecasting-using-Recurrent-Neural-Networks-RNN-.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Prediction-of-Salinity-Intrusion-in-Coastal-Aquifers-using-ML-time-series-forecasting.

  View on GitHub
  ☆16Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Climate-Change-Impact-on-Water-Resources-using-hybrid-ML-models.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Wind-Energy-Potential-Mapping-using-deep-CNNs-on-spatial-temporal-data.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Prediction-of-Vector-Borne-Disease-Spread-e.g.-Malaria-under-climate-scenarios-using-ML.

  View on GitHub
  ☆22Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Detection-of-Oil-Spill-Sites-using-Deep-CNN-on-SAR-imagery

  View on GitHub
  ☆17Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Greenhouse-Gas-Flux-Estimation-in-Wetlands-using-ensemble-models.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• AI Agents on DigitalOcean Gradient AI Platform • Ad
  Build production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
• Geraldine-Winston / Forest-Carbon-Stock-Estimation-using-LiDAR-and-DL-regression-models.

  View on GitHub
  ☆24Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Soil-Quality-Assessment-using-ML-models-on-remote-sensing-indices.

  View on GitHub
  ☆17Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Urban-Heat-Island-Mapping-using-deep-learning-on-remote-sensing-imagery.

  View on GitHub
  Harnessing deep learning and satellite imagery, this project unveils Urban Heat Island patterns with precision. By decoding thermal lands…
  ☆29Jun 5, 2025Updated 10 months ago
• Geraldine-Winston / Carbon-Emission-Forecasting-using-LSTM-models.

  View on GitHub
  Harnessing LSTM neural networks, this project forecasts carbon emissions from historical data. Through streamlined preprocessing, dynamic…
  ☆28Jun 5, 2025Updated 10 months ago
• Geraldine-Winston / Fault-Detection-in-Seismic-Data-using-Deep-U-Net-segmentation.

  View on GitHub
  ☆18Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Climate-Risk-Assessment-for-Agriculture-using-ML-and-remote-sensing-data.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Geothermal-Resource-Assessment-using-XGBoost-on-geophysical-data.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Deforestation-Detection-and-Forecasting-using-DL-models-like-ResNet.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Landslide-Susceptibility-Mapping-using-Random-Forest

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Wordpress hosting with auto-scaling - Free Trial • Ad
  Fully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
• Geraldine-Winston / Geraldine-Winston

  View on GitHub
  ☆24Jun 2, 2025Updated 10 months ago
• Geraldine-Winston / Renewable-Energy-Grid-Optimization-using-reinforcement-learning.

  View on GitHub
  This project uses reinforcement learning to optimize renewable energy grid operations, balancing energy demand, solar and wind generation…
  ☆38Jun 6, 2025Updated 10 months ago
• Beckybams / NLP-for-Sentiment-Analysis-in-Internal-Communications

  View on GitHub
  ☆23Apr 21, 2025Updated 11 months ago
• Geraldine-Winston / Modeling-Coastal-Erosion-using-RNNs-and-shoreline-satellite-data.

  View on GitHub
  This project uses Recurrent Neural Networks (RNNs) to model and predict coastal shoreline changes over time. By training on historical sa…
  ☆28Jun 4, 2025Updated 10 months ago
• Geraldine-Winston / Rock-Type-Classification-using-deep-transfer-learning-on-thin-section-images.

  View on GitHub
  ☆16Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Climate-Downscaling-with-Generative-Adversarial-Networks-GANs-.

  View on GitHub
  ☆18Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Biodiversity-Loss-Prediction-under-Climate-Change-using-ensemble-deep-learning-models.

  View on GitHub
  This project leverages an ensemble of deep learning models, including MLP, CNN, and LSTM, to predict biodiversity loss under various clim…
  ☆26Jun 4, 2025Updated 10 months ago
• Geraldine-Winston / Coral-Bleaching-Prediction-under-future-warming-scenarios-using-ML-classifiers.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Permafrost-Thaw-Prediction-using-deep-sequence-models.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Serverless GPU API endpoints on Runpod - Bonus Credits • Ad
  Skip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
• Beckybams / acelab_phishing_detection_ml

  View on GitHub
  advanced AI-powered phishing detection system designed specifically to protect Nigerian internet users from cyber threats, phishing attac…
  ☆35May 30, 2025Updated 10 months ago
• Geraldine-Winston / Methane-Leak-Detection-in-Pipelines-using-CNN-on-thermal-imagery.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Air-Quality-Prediction-Under-Changing-Climate-using-deep-ensemble-models.

  View on GitHub
  This project predicts PM2.5 air quality levels under changing climate conditions using a deep ensemble of neural networks, improving pred…
  ☆38Jun 7, 2025Updated 10 months ago
• Geraldine-Winston / Ocean-Plastic-Waste-Detection-using-deep-learning-on-satellite-images.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Fracture-Detection-in-Borehole-Images-using-CNN-based-object-detection.

  View on GitHub
  ☆17Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Water-Table-Depth-Estimation-using-Random-Forest-Regression.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Mapping-Ground-Subsidence-from-InSAR-Data-using-DL-regression-models.

  View on GitHub
  ☆16Jun 1, 2025Updated 10 months ago