Geraldine-Winston/Carbon-Emission-Forecasting-using-LSTM-models. 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/Carbon-Emission-Forecasting-using-LSTM-models.

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/Carbon-Emission-Forecasting-using-LSTM-models.)

Close

Geraldine-Winston / Carbon-Emission-Forecasting-using-LSTM-models.View on GitHubMore

• External links
• Readme badge

Harnessing LSTM neural networks, this project forecasts carbon emissions from historical data. Through streamlined preprocessing, dynamic modeling, and vivid visualizations, it transforms raw data into actionable, exportable insights for impactful environmental analysis and decision-making.

☆28Jun 5, 2025Updated 10 months ago

Alternatives and similar repositories for Carbon-Emission-Forecasting-using-LSTM-models.

Users that are interested in Carbon-Emission-Forecasting-using-LSTM-models. 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 / Landslide-Susceptibility-Mapping-using-Random-Forest

  View on GitHub
  ☆19Jun 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 / Geothermal-Resource-Assessment-using-XGBoost-on-geophysical-data.

  View on GitHub
  ☆19Jun 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
• Beckybams / NLP-for-Sentiment-Analysis-in-Internal-Communications

  View on GitHub
  ☆23Apr 21, 2025Updated 11 months ago
• Managed hosting for WordPress and PHP on Cloudways • Ad
  Managed hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
• Geraldine-Winston / Climate-Change-Impact-on-Water-Resources-using-hybrid-ML-models.

  View on GitHub
  ☆23Jun 1, 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 / Climate-Downscaling-with-Generative-Adversarial-Networks-GANs-.

  View on GitHub
  ☆18Jun 1, 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 / Forest-Carbon-Stock-Estimation-using-LiDAR-and-DL-regression-models.

  View on GitHub
  ☆24Jun 1, 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 / Subsidence-Risk-Detection-using-satellite-imagery-and-CNNs.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Crop-Yield-Prediction-Under-Climate-Change-Scenarios-using-ensemble-ML.

  View on GitHub
  This project uses ensemble machine learning techniques to predict crop yield based on climate change scenarios. The models integrate clim…
  ☆32Jun 5, 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 / 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 / Fault-Detection-in-Seismic-Data-using-Deep-U-Net-segmentation.

  View on GitHub
  ☆18Jun 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 / Geraldine-Winston

  View on GitHub
  ☆24Jun 2, 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 / Mapping-Ground-Subsidence-from-InSAR-Data-using-DL-regression-models.

  View on GitHub
  ☆16Jun 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
• Beckybams / AI-powered-Symptom-Checker-Chatbot

  View on GitHub
  ☆24Apr 2, 2025Updated last year
• Geraldine-Winston / Climate-induced-Migration-Modeling-using-ML-classification-and-clustering.

  View on GitHub
  ☆23Jun 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 / Methane-Leak-Detection-in-Pipelines-using-CNN-on-thermal-imagery.

  View on GitHub
  ☆23Jun 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 / Paleoclimate-Reconstruction-using-ML-regression-on-proxy-data

  View on GitHub
  This project uses machine learning regression techniques to reconstruct paleoclimate conditions from proxy data such as isotope ratios, p…
  ☆48Jun 4, 2025Updated 10 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 / 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 / Fracture-Detection-in-Borehole-Images-using-CNN-based-object-detection.

  View on GitHub
  ☆17Jun 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 / Wind-Energy-Potential-Mapping-using-deep-CNNs-on-spatial-temporal-data.

  View on GitHub
  ☆23Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Flood-Risk-Mapping-using-LSTM-models-based-on-historical-rainfall-data

  View on GitHub
  ☆21Jun 1, 2025Updated 10 months ago
• Virtual machines for every use case on DigitalOcean • Ad
  Get dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
• Beckybams / Employee-Performance-Forecasting-Using-KPIs

  View on GitHub
  ☆22May 11, 2025Updated 11 months ago
• Geraldine-Winston / Seismic-Hazard-Prediction-using-Deep-Neural-Networks-DNN-.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Assessment-of-Mine-Waste-Contamination-using-ML-clustering-techniques.

  View on GitHub
  ☆16Jun 1, 2025Updated 10 months ago
• 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 / Mineral-Prospectivity-Mapping-with-Support-Vector-Machines-SVM-

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Geraldine-Winston / Water-Table-Depth-Estimation-using-Random-Forest-Regression.

  View on GitHub
  ☆19Jun 1, 2025Updated 10 months ago
• Beckybams / Early-Detection-of-Chronic-Diseases-from-EHRs

  View on GitHub
  ☆24Apr 7, 2025Updated last year