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By NASA
4 min read
NASA AI, Open Science Advance Natural Disaster Research and Recovery
Hurricane Ida is pictured as a category 2 storm from the International Space Station as it orbited 264 miles above the Gulf of Mexico. In the foreground is the Canadarm2 robotic arm with Dextre, the fine-tuned robotic hand, attached. NASA By Lauren Perkins
When you think of NASA, disasters such as hurricanes may not be the first thing to come to mind, but several NASA programs are building tools and advancing science to help communities make more informed decisions for disaster planning.
Empowered by NASA’s commitment to open science, the NASA Disasters Program supports disaster risk reduction, response, and recovery. A core element of the Disasters Program is providing trusted, timely, and actionable data to aid organizations actively responding to disasters.
Hurricane Ida made landfall in Louisiana Aug. 21, 2021, as a category 4 hurricane, one of the deadliest and most destructive hurricanes in the continental United States on record. The effects of the storm were widespread, causing devastating damage and affecting the lives of millions of people.
During Hurricane Ida, while first responders and other organizations addressed the storm’s impacts from the ground, the NASA Disasters program was able to provide a multitude of remotely sensed products. Some of the products and models included information on changes in soil moisture, changes in vegetation, precipitation accumulations, flood detection, and nighttime lights to help identify areas of power outages.
Image Before/After The NASA team shared the data with its partners on the NASA Disasters Mapping Portal and began participating in cross-agency coordination calls to determine how to further aid response efforts. To further connect and collaborate using open science efforts, NASA Disasters overlaid publicly uploaded photos on their Damage Proxy Maps to provide situational awareness of on-the-ground conditions before, during, and after the storm.
Immediate post-storm response is critical to saving lives; just as making informed, long- term response decisions are critical to providing equitable recovery solutions for all. One example of how this data can be used is blue tarp detection in the aftermath of Hurricane Ida.
Using artificial intelligence (AI) with NASA satellite images, the Interagency Implementation and Advanced Concepts Team (IMPACT), based at NASA’s Marshall Space Flight Center in Huntsville, Alabama, conducted a study to detect the number of blue tarps on rooftops in the aftermath of hurricanes, such as Ida, as a way of characterizing the severity of damage in local communities.
An aerial photograph shows damaged roofs from Hurricane Maria in 2017 in Barrio Obrero, Puerto Rico. In the wake of the hurricane, the Federal Emergency Management Agency (FEMA) and United States Army Corps of Engineers distributed 126,000 blue tarps and nearly 60,000 temporary blue roofs to people awaiting repairs on damaged homes. NASA While disasters cannot be avoided altogether, timely and accessible information helps communities worldwide reduce risk, improve response, hasten recovery, and build disaster resilience.
Through an initiative led by NASA’s Office of the Chief Science Data Officer, NASA and IBM are developing five open-source artificial intelligence foundation models trained on NASA’s expansive satellite repositories. This effort will help make NASA’s vast, ever-growing amounts of data more accessible and usable. Leveraging NASA’s AI expertise allows users to make faster, more informed decisions. User applications of the Prithvi Earth Foundation Models could range from identifying flood risks and predicting crop yields to forecasting long range atmospheric weather patterns.
“NASA is dedicated to ensuring that our scientific data are accessible and beneficial to all. Our AI foundation models are scientifically validated and adaptable to new data, designed to maximize efficiency and lower technical barriers. This ensures that even in the face of challenging disasters, response teams can be swift and effective,” said Kevin Murphy, NASA’s chief science data officer. “Through these efforts, we’re not only advancing scientific frontiers, but also delivering tangible societal benefits, providing data that can safeguard lives and improve resilience against future threats.”
Hear directly from some of the data scientists building these AI models, the NASA disaster response team, as well as hurricane hunters that fly directly into these devastating storms on NASA’s Curious Universe podcast.
Learn more about NASA’s AI for Science models at https://science.nasa.gov/artificial-intelligence-science/.
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Last Updated Nov 26, 2024 Related Terms
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The Canadarm2 removes materials science samples from the Kibo laboratory module's airlock. NASA The Materials ISS Experiment Flight Facility mounted on the outside of the International Space Station allows researchers to test the performance and durability of materials and devices. This is done by exposing items of interest to everything that makes the space environment harsh, including radiation, highly reactive atomic oxygen, microgravity, and extreme temperatures.
Currently, one suite on the platform holds MISSE-20-Commercial, an investigation conducting 12 experiments from different research teams. Among MISSE-20-Commercial is the Space Entanglement and Annealing Quantum Experiment (SEAQUE) which tests two technologies that could advance the field of quantum communications. The first technology is a novel method to transmit quantum data. This method could make way for a scalable quantum information network and provide the foundation of quantum cloud computing, a technology that holds the promise of operating millions of times faster than conventional computers. SEAQUE will also validate technology to “self-heal” its sensitive detectors against radiation damage using laser annealing, prolonging the life of these quantum tools in a space environment.
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NASA’s “MISSION: All Systems GO!” Participant Terms and Conditions
NASA’s MISSION: All Systems GO! is a set of images, videos, certificates and related materials (the “Materials”) intended for use by healthcare providers to assist in reducing the anxieties of children and other patients facing difficult treatment protocols for cancer and other maladies by comparing their challenges with those of NASA astronauts about to embark on a mission to space.
BY UTILIZING NASA’S MISSION: ALL SYSTEMS GO! MATERIALS, THE PARTICIPANT (YOU) AGREES TO THE FOLLOWING TERMS AND CONDITIONS:
“Participant” or “you” means an individual who registers to receive the Materials by [include specific instructions].
“NASA” or “Agency,” as used herein, means the National Aeronautics and Space Administration.
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Participation in this program is fully voluntary, and participants are not entitled to compensation, nor will they be considered employees, agents, independent contractors, or consultants of NASA or of the United States (U.S.) Government. Individuals who participate in the event shall engage in their personal capacity only, including identifying themselves by their own names.
NASA’s MISSION: All Systems GO! and use of Materials is intended for entities and facilities located in the United States which are engaged in providing healthcare treatment to the public.
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The Materials are owned by NASA, and any use by you must be in strict conformance to the terms hereof and only after registering in the manner identified above. The NASA’s MISSION: All Systems GO! Resources page includes the program information including logos, fonts, and colors you must abide by when using and communicating with other about the NASA’s MISSION: All Systems GO! Materials in any form. Except for those portions of the Materials which are customizable, you shall not alter the Materials, or use them for purposes not related to preparing patients for healthcare treatments. The Materials may only be used in connection with patient experiences and shall not in any way be used by you to promote or advertise your business, facility or services. Except as used in the Materials, you shall not use “National Aeronautics and Space Administration” or “NASA” in a way that creates the impression that a product or service has the authorization, support, sponsorship, or endorsement of NASA. The NASA name and initials may be used by you in connection with the release of general information regarding your own participation in M:ASG!, but not for any promotional or advertising purpose. NASA is not liable for any use or misuse of copyrighted images/video/music in media created by you, and by agreeing to these Terms and Conditions agree to indemnify NASA for any claims or costs arising from any such use.
NASA logo use: NASA has strict restrictions that everyone must follow regarding the use of their NASA Insignia (or “meatball” logo), NASA Logotype (or “worm” logo) and other NASA identifiers. Except as they may appear in the Materials, you do not have permission to use the NASA Insignia, Logotype or other NASA identifiers. Any use of the Materials must conform to NASA’s Media Usage Guidelines (See https://www.nasa.gov/multimedia/guidelines/index.html). If you have any questions about use of Materials, please contact Al Feinberg at Al.feinberg@nasa.gov.
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Except where prohibited, registration for NASA’s MISSION: All Systems GO! constitutes your consent for NASA to use your name, the name of your facility or business, place of business, photo or likeness, and/or other publicly available information about you for informational purposes in connection with NASA’s MISSION: All Systems GO! through any form of media, worldwide, without further permission, payment, or consideration.
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Use of the Materials is at the participant’s own risk. NASA is not responsible for the use of the Materials or the conduct of any activities in connection therewith. You agree to release NASA from and hold NASA harmless against any and all claims arising from or in connection with use of the Materials or participation in NASA’s MISSION: All Systems GO!
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By European Space Agency
Image: These two images acquired by Copernicus Sentinel-2 highlight how the mission can help distinguish between clouds and snow. View the full article
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