Satlas: Explore Earth's Transformations Through AI-Powered Satellite Imagery

Satlas, developed by the Allen Institute for AI (AI2), is a powerful AI tool enabling exploration and analysis of global changes using AI-annotated satellite imagery. Leveraging monthly geospatial data, Satlas reveals dynamic shifts in diverse aspects of our planet.

Features

• Super-Resolution: AI models enhance low-resolution imagery, providing high-resolution global views for detailed analysis.
• AI-Annotated Data: Access freely available, AI-generated geospatial datasets, downloadable for offline use.
• Comprehensive Data Coverage: Observe changes in marine and renewable energy infrastructure, tree cover, and more, with examples including offshore wind farms (China, Denmark, Scotland) and deforestation (Amazon, Washington State).
• Open-Source Contribution: AI models and training labels are released to foster further research and development.
• SatlasPretrain Dataset: The tool is built upon a massive 30TB dataset with 300 million labels, powering its advanced capabilities.

Benefits

• Enhanced Visualization: High-resolution imagery allows for detailed observation of specific locations and changes over time.
• Global Perspective: Analyze changes across various regions and ecosystems globally.
• Accessible Data: Freely available datasets and open-source models promote widespread research and application.
• Time-Saving Analysis: AI-driven annotation significantly accelerates analysis compared to manual methods.

Use Cases

• Environmental Monitoring: Track deforestation, analyze changes in renewable energy infrastructure, and assess marine developments.
• Research & Development: Utilize the open-source models and datasets for advanced research in remote sensing and AI.
• Educational Purposes: Provides a powerful tool for visualizing and understanding global environmental changes.

Satlas offers a unique and valuable resource for understanding Earth's dynamic transformations, empowering researchers, students, and anyone interested in exploring our planet's evolution through the power of AI.