Acceptable use policy

If supplied, you must provide the So a reasonable link might also be the github, so we can only suggest that they cite the paper

TESSERA Terms of Use and Ethical Guidelines

License

TESSERA data and embeddings are made available under the Creative Commons Attribution 4.0 International License (CC-BY 4.0). This means you are free to:

• Share — copy and redistribute the material in any medium or format
• Adapt — remix, transform, and build upon the material for any purpose, even commercially

Under the following terms:

• Attribution — We request that you give appropriate credit, provide a link to the license, and indicate if changes were made

The full license is available at: https://creativecommons.org/licenses/by/4.0/

Purpose and Intended Uses

TESSERA was developed to advance scientific research and support environmental monitoring, conservation, sustainable agriculture, and understanding of Earth systems. We designed this tool to enable:

• Scientific research and education
• Environmental monitoring and conservation
• Agricultural and food security analysis
• Climate change research and adaptation planning
• Sustainable land use and resource management
• Public interest applications that benefit society and the environment

Ethical Guidelines

While the CC-BY 4.0 license permits broad use, we strongly encourage users to consider the ethical implications of their work. We request that users:

Act Responsibly:

• Consider privacy implications when analyzing specific locations
• Respect the rights and dignity of affected communities
• Be mindful of potential dual-use concerns

Be Transparent:

• Accurately represent the data's characteristics (annual resolution, 10m spatial resolution)
• Acknowledge limitations in your applications
• Do not misrepresent TESSERA's capabilities

Support Positive Impact:

• Consider how your work contributes to societal benefit
• Engage with affected communities when appropriate
• Share findings that advance public knowledge

Data Characteristics

Users should understand that TESSERA provides:

• Annual temporal resolution — data represents yearly summaries, not real-time or high-frequency monitoring
• 10-meter spatial resolution — suitable for landscape-scale analysis
• Spectral-temporal embeddings — compressed representations, not raw imagery

Please accurately represent these characteristics in your work.

Attribution Requirement (CC-BY 4.0)

When using TESSERA data, we request that you provide attribution by either citing our website at https://tinyurl.com/tesserafm or paper, currently an ArXiv preprint at https://arxiv.org/abs/2506.20380

Community Standards

We encourage responsible use and welcome community feedback. If you have concerns about potential applications or suggestions for improving these guidelines, please contact us.

We reserve the right to update these guidelines based on community input and emerging considerations, though such updates do not retroactively affect the CC-BY 4.0 license under which data is released.

Contact

For questions about appropriate use or to report concerns: S. Keshav: sk818@cam.ac.uk

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TESSERA data is released under CC-BY 4.0. These ethical guidelines are advisory and do not impose legal restrictions beyond those in the CC-BY 4.0 license.

Last updated: October 2, 2025