Purpose
climate-change-data is a GitHub repository that provides a curated list of climate change-related APIs, open data, and machine learning/artificial intelligence projects. Its goal is to provide AI models with open data resources in the areas of climate, water resources, and biodiversity, making it easier for researchers and developers to find and use them.
Main capabilities
The repository organizes resources by category, including:
- Datasets
- APIs
- open source projects
- ML open projects
Each entry usually includes a resource link and a brief description to help users quickly understand the resource content.
How to use
Users can directly browse the categorized lists in the repository to obtain links to the resources they need. If they wish to contribute new resources, they can do so in the following ways:
- Create a Pull Request to submit changes (see the repository instructions for specific steps)
- Create an Issue including the category (API, dataset, ML project), resource link, and brief description
Applicable scenarios
- AI model development requiring open data or APIs in climate science research
- Finding reference machine learning projects related to climate change
- Collecting data for AI applications in the fields of water resources and biodiversity
- Compiling resources for academic research or teaching
Limitations
This repository is a resource list and does not provide specific data processing or model training functionality. Resource availability, update frequency, and licensing terms depend on each external link and must be verified by users themselves. The repository content is based on the maintainer's personal research and may not be comprehensive.
