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Start a Lab

Have an idea that uses geospatial data to solve a problem, explore a question, or build something new? Whether you’re analyzing satellite imagery, building a machine learning model, or mapping environmental change, we would love to help you create a lab here and collaborate with others.

To get started, fill out the form below with key details about your lab’s goals and needs. If you have already made some progress with your idea, please note that in your description (any point in the timeline is okay!). Lab ideas are reviewed to ensure they fit with our guidelines before being published on the site. Once added, you’ll receive an email with further instructions. 

Launch Your Idea

Confirm that you're part of our AR²L Community. If not, please request to join from the Home page.
I am currently a member of the AR²L Community
Please confirm that you are comfortable adhering to our organization's guidelines and ethics.
My lab work will follow the outlined guidelines

Lab Criteria

All ideas and work should follow the criteria below in order to ensure best use of our community space.

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Meaningful Use of Geospatial Tools

Labs should meaningfully apply geospatial data or tools (e.g., mapping, analysis, modeling) to address a real-world problem or explore a relevant question.

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Purpose-Driven and Impact-Oriented

Labs should address a clear need or opportunity, demonstrating potential for meaningful real-world impact, benefit to communities, or contribution to broader understanding.

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Ethical and Respectful Practices

Labs should respect privacy, data ownership, and social and cultural contexts. All work must follow our data governance policy in order to uphold ethical standards.

All AR²L labs are guided by our data governance policy to ensure ethical and responsible use of data. 

© 2025 By Applied Risk and Resilience Labs

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