Satlas

Discover the Capabilities of Satlas

Satlas is an advanced tool designed to showcase the intricate transformations occurring across our planet via monthly geospatial data. This exceptional resource lays out an intricate tapestry of evolving landscapes, from burgeoning marine and renewable energy infrastructures to the shifting canopies of forests.

Observing Global Changes Through Advanced AI

For example, take a look at China's commitment to green energy. Since 2017, there's been a more than tenfold increase in China's offshore wind farms, signifying a colossal leap toward renewable energy. Similarly, Denmark is not far behind, with significant development of new wind farms in recent years.

But energy isn't the only focus; the tool also highlights more concerning changes:

• Deforestation in the Amazon: A pivotal region in Brazil transitions from dense forest to agriculture land.
• Logging Activities: The Olympic Peninsula in Washington State undergoes tree cover loss due to commercial logging.

The AI also captures activities in the marine domain:

• Wind Farms off Scotland: Viewers can witness the creation of the Beatrice and Moray wind farms.
• Offshore Oil Platforms: The Gulf of Mexico is home to a network of platforms near Texas, Louisiana, and Mississippi.

New developments also spring from the tool's insights:

• New Dam Constructions: The Sinop dam completion along the Teles Pires river in the Amazon by 2019.
• Solar and Wind Infrastructure: From Virginia's Pleinmont solar farms to India's southern wind farms, the progress in renewable energy is clear.

Super-Resolution Through AI Models

Satlas moves beyond simply reporting changes. The tool also features an AI-powered super-resolution function, which brings clarity to low-resolution satellite imagery. The AI draws from a formidable dataset known as SatlasPretrain, containing over 30 TB of satellite imagery and 300 million labels, refined through cutting-edge computer vision techniques and training algorithms.

To understand more about the AI's integration into Satlas, kindly explore Learn More about AI in Satlas.

Your Source for Geospatial Data

What's truly impressive is the accessibility of this AI-generated geospatial data. Not only can users explore the data, but they can also download it for detailed offline analysis. Moreover, the AI models and the underlying training labels are provided to the public, marking this tool as a valuable asset for researchers and industry professionals alike.

The Team Behind the Technology

The masterminds behind the Satlas project are housed at the Allen Institute for AI, a collaboration amongst the talented members of PRIOR. These professionals consist of visionaries in computer vision and research visualization:

• Computer Vision Team: Favyen Bastani, Piper Wolters, and Ani Kembhavi lead the charge in creating AI that can truly interpret and understand visual data.
• Research Visualization Team: Jon Borchardt, Arnavi Chheda, Aaron Sarnat, and Michael Schmitz specialize in bringing the complexity of AI's vision into a format that's both informative and accessible.

The confluence of these skilled individuals provides a unique perspective and drive that powers the development and maintenance of Satlas.

Final Notes

Satlas represents an unparalleled endeavor that harnesses the potential of AI to offer piercing insights into our planet's ongoing evolution. It stands as an informative tool for those who wish to track and understand the complexities of global change. Whether you're a researcher, environmental enthusiast, or curious about the future of our world, Satlas invites you to witness the transformation through the AI lens.

For any further information on this groundbreaking project, feel free to contact the Allen Institute for Artificial Intelligence.

(The Allen Institute for Artificial Intelligence owns all rights to Satlas. For more on privacy policies, terms of use, and business conduct, please review their official documentation.)

Pros and Cons of Satlas

Pros

• Provides detailed insights into environmental changes globally.
• AI super-resolution enhances image quality to reveal finer details.
• Access to a comprehensive dataset for academics and professionals.
• Data is freely and publicly available for download and offline analysis.
• Continuously updated and maintained by a specialized team.

Cons

• Requires understanding of geospatial data to fully utilize the tool.
• Limited to the data provided; may not cover all areas of interest.