Popular GitHub Repositories for Climate Change

:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Ssebowa is an open-source generative AI platform offering free access to powerful AI models for everyone. Use 100% of revenue got from ads and apis to plant trees and give meals to children in need. Think of us as the ChatGPT4 that serves humanity!

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work

FAQ Generator for Classroom Climate Change Education using OpenAI

Predicting Fuel Load from earth observation data using Machine Learning

Experiments for the Climate Change AI summer school 2023 tutorial on "AI for Monitoring, Reporting, and Verification"

Official release of KnowUREnvironment, a knowledge graph on climate change and related environmental issues. Paper link: https://www.climatechange.ai/papers/aaaifss2022/3

This project aims to investigate temperature changes over time and predict future temperature patterns on a regional and global scale. We employ time series forecasting methods, including neural networks, ARIMA, and SARIMAX, using the GISTEMP v4 dataset from NA

Mapping the Landscape of AI, ML, and DL in Climate Change Research

Climate AI art for a hackathon

A Collection and Analysis of Machine Learning Tasks, Datasets and Testbeds for Tackling Climate Change

Code for "Double Jeopardy and Climate Impact in the Use of Large Language Models." Includes scripts for analyzing socio-economic disparities, tokenization inefficiencies, and LLM utility using FLORES-200, Ethnologue, WDI, and GPT-4 APIs.

ELEC70127 Machine Learning for Tackling Climate Change - final project