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NASA’s Hurricane Science, Tech, Data Help American Communities

View from space shows a massive Hurricane Milton with a well-defined eye and spiral cloud bands over the ocean.
Hurricane Milton swirls over the ocean in this view from the International Space Station.
Credits:
ISS Astronaut/Earth Observatory
  • NASA supports hurricane preparedness and response by providing satellite data and science before, during, and after storms.
  • During hurricane season, NASA delivers timely flood maps, power outage insights, landslide risk assessments, and more to state and federal partners.
  • NASA tests innovative technologies, from AI models to mini satellites, to enhance how we monitor hurricanes and their impacts.
  • NASA’s long-term tracking of wind, ocean heat, and atmospheric moisture improves understanding of where hurricanes might form and intensify.

With the Atlantic hurricane season underway, NASA is again gearing up to produce cutting-edge research that strengthens the nation’s ability to prepare for and respond to severe weather. From satellite imagery of our planet to improved storm modeling, the agency’s work supports communities in anticipating and reducing the impacts of hurricanes.

In 2024, hurricanes including Helene and Milton showed NASA’s wide-ranging capabilities. As the storms approached the United States, the agency’s network of satellites and scientists swung into action. Within hours of landfall, NASA’s Disasters Response Coordination System was supplying emergency managers and others with flood maps, power outage assessments, and other crucial data.

“People might be surprised how deeply NASA is involved in hurricane science,” said Scott Braun, a research meteorologist at NASA’s Goddard Space Flight Center in Greenbelt, Maryland. “We are not the agencies issuing forecasts or warnings, but our technologies and science are making fundamental contributions to how we understand, predict, and respond to these storms.”

Disaster Response Powered by NASA

When hurricanes strike, NASA’s Disasters Response Coordination System aids state and federal agencies, producing and sharing imagery and data, including the NASA Disasters Mapping Portal, which offers tools to assess storm damage.

One crucial tool is NASA’s Black Marble product suite, produced and maintained by NASA Goddard. Using data from the Visible Infrared Imaging Radiometer Suite (VIIRS), researchers and others can map nighttime lights and detect power outages.

Unlike traditional outage maps, which often show only county-level data, NASA’s Black Marble can provide a more detailed view. It offers calibrated, daily observations, enabling high-confidence tracking of neighborhood-level impacts. Emergency response teams in Florida, for instance, have used this imagery to assess conditions near hazardous waste sites before heading into the field after a hurricane.


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before
after

The state faced widespread power outages after winds from Hurricane Helene snapped trees, tore off roofs, and toppled power lines.

The night satellite image of the greater Augusta area shows gray dark city streets across most of the image with small pockets of orange to purple coloration that indicate lighting.
The state faced widespread power outages after winds from Hurricane Helene snapped trees, tore off roofs, and toppled power lines. View the full story
NASA Earth Observatory/Lauren Dauphin

The state faced widespread power outages after winds from Hurricane Helene snapped trees, tore off roofs, and toppled power lines.
The night satellite image of the greater Augusta area shows gray dark city streets across most of the image with small pockets of orange to purple coloration that indicate lighting.
The state faced widespread power outages after winds from Hurricane Helene snapped trees, tore off roofs, and toppled power lines. View the full story
NASA Earth Observatory/Lauren Dauphin

before

after

Scientists with NASA’s Black Marble processed data from VIIRS on the NOAA-NASA Suomi NPP satellite to show how power outages darkened Augusta, Georgia, before and after Hurricane Helene. View the full story


Other NASA technologies map flooding. Scientists at NASA’s Marshall Space Flight Center in Huntsville, Alabama used the European Space Agency’s Sentinel-1 synthetic aperture radar data and other data from the NASA/U.S. Geological Survey Landsat satellites and ESA’s Sentinel-2 to track flooding after multiple hurricanes in 2024, including Helene and Milton.

These maps were shared through the NASA Disasters Mapping Portal with state and federal emergency managers responding to storms’ impacts in Florida, North Carolina, South Carolina, and elsewhere.

“The ability to see floodwaters and landscape changes gives communities a critical edge during response and recovery,” said Shanna McClain, disasters program manager for NASA’s Earth Science Division at NASA headquarters in Washington. “It helps decision-makers act faster when every minute counts.”

Hurricanes don’t just knock out power or trigger flooding — they can also loosen mountains. After Hurricane Helene, NASA scientists partnered with USGS to tackle a different threat: landslides throughout the southern Appalachian Mountains. NASA’s Landslide Hazard Assessment for Situational Awareness tool, developed at NASA Goddard, can help spot landslide-prone areas by combining different troves of satellite data.

“The landslide model brings together a wide range of Earth science,” said Thomas Stanley, a research scientist at NASA Goddard. “It’s a real convergence of satellite observations — soil moisture, precipitation, elevation — each one adding a key piece to the puzzle.”

Map showing landslide hazards
NASA and USGS used rainfall data and modeling to estimate landslide hazards in the Appalachians following Hurricane Helene, highlighting high-risk zones across western North Carolina.
NASA/USGS

In the days during and after Helene, a NASA-USGS team adapted this model to incorporate ground-based rainfall measurements. “This collaboration proved crucial during the critical first days when lingering clouds prevented direct satellite imaging of landslides,” said Kate Allstadt, a research geophysicist at USGS. “Combining NASA and USGS landslide models guided aerial reconnaissance over four states and helped prioritize areas for detailed mapping.”

NASA Disasters Response coordinators also partnered with USGS to manually map likely landslide areas in North Carolina, South Carolina, and Virginia, using high-resolution satellite imagery. This partnership enabled early warnings to agencies such as the North Carolina Geological Survey about potential landslide zones before visual confirmation was possible.

Tracking Hurricanes in Near Real Time

As hurricanes gather strength over warm ocean waters, NASA’s satellites begin tracking them. One effort providing essential data on hurricanes is the Global Precipitation Measurement (GPM) mission, a collaboration between NASA and the Japan Aerospace Exploration Agency. Passing over storms once or twice per day, the GPM core satellite captures high-resolution data on rainfall intensity and distribution.

“The GPM mission gives us an inside look at where a storm is dropping the most rain and how intense it is,” said George Huffman, GPM project scientist at NASA Goddard. “That kind of information helps forecasters make better predictions and gives communities more time to prepare for flooding and dangerous conditions.”

Huffman’s team leads NASA’s IMERG (Integrated Multi-satellitE Retrievals for GPM) product, which combines GPM Core Observatory data with observations from other satellites to generate near real-time, global rainfall estimates every 30 minutes. For example, IMERG tracked the record-breaking rainfall that fell during Hurricane Harvey in 2017, when parts of Texas saw more than 50 inches of rain.

Satellite-based rainfall data can be especially vital when a big storm like Harvey or Helene knocks out ground-based rain measurements, Huffman said.

Watch Hurricane Harvey as it makes landfall in Texas and Louisiana in 2017. The visualization depicts precipitation measured by the GPM mission, highlighting record-shattering rainfall over Texas and Louisiana. Blue is frozen precipitation, while green to red is rainfall.
NASA’s Scientific Visualization Studio

NASA also is working to turn precipitation data into practical flood predictions. One such effort, led by NASA-funded hydrologist Ed Beighley at Northeastern University in Boston, merges rainfall estimates from the GPM mission with National Weather Service river discharge models and surface water mapping methods to identify areas likely to experience flooding.

During Hurricane Helene, his team provided early versions of these flood maps to the North Carolina Department of Health and Human Services.

“In some cases, like with Helene, we could see where disasters were likely to be declared just from the rainfall data — days before the disaster declarations were made official,” Beighley said. “That kind of near real-time information could really help counties and health departments prepare and coordinate response efforts.”

That same focus on improving early flood prediction was at the heart of NASA’s response to Hurricane Debby when it made landfall in Florida in August 2024. At NASA Marshall, the Short-term Prediction Research and Transition (SPoRT) team used its Land Information System to track soil moisture levels, crucial for understanding the potential for flooding.

The team’s Streamflow-AI model — a machine learning tool trained to predict how rivers respond to rainfall — also forecasted rising waters in small streams and creeks in Florida and the Carolinas.

“The streamflow tool is used pretty heavily by the National Weather Service now to help inform flood forecasts, which then filters down to evacuation orders,” said Patrick Duran, a NASA Marshall research scientist with SPoRT.

SPoRT’s Stream Flow AI showing the flooding potential for Swannanoa River in Asheville, North Carolina.
NASA SPoRT’s Streamflow-AI model shows the flooding potential for the Swannanoa River in Asheville, North Carolina, during and after Hurricane Helene.
NASA SPoRT

Reinventing the Tech That Sees Into Storms

NASA doesn’t just collect data on hurricanes or aid in their aftermath — it is redefining the technology we use to observe and understand them. This work is not only improving forecasts and warnings but also helping to fuel the growth of America’s commercial satellite industry.

Take NASA’s TROPICS mission. Short for Time-Resolved Observations of Precipitation structure and storm Intensity with a Constellation of Smallsats, TROPICS represents a fundamental shift in how we might monitor hurricanes from space. Rather than relying solely on intermittent passes by larger satellites, TROPICS uses a group of small, lower-cost satellites working in concert to provide more frequent observations of tropical storm systems — offering a complementary approach to storm monitoring.

During Hurricane Helene, the TROPICS satellites tracked the storm through nearly its entire life cycle, capturing data on its rapid intensification from a tropical depression to a powerful category 4 hurricane before landfall in Florida’s Big Bend region.

Each TROPICS satellite carries a microwave radiometer. Unlike optical sensors, this instrument can see through clouds, making it ideal for tracking storms. The TROPICS’ radiometers are tuned to detect temperature, moisture, and precipitation patterns inside hurricanes.

“The TROPICS mission is really good at providing images of the structure of a storm, showing how well defined the eye is, which is key for improving forecasting,” said William Blackwell, TROPICS principal investigator at MIT Lincoln Laboratory in Massachusetts.

NASA’s TROPICS mission monitored Hurricane Helene throughout its life cycle. This visualization shows how the tropical depression rapidly intensified into a category 4 hurricane before hitting Florida and then moving inland.
NASA’s Scientific Visualization Studio

Tomorrow.io, an American weather company, is using radiometer technology derived from TROPICS as it develops tools for commercial weather forecasting. The company also is working to adapt radar technology first tested on NASA’s RainCube mission.

RainCube, a small satellite about the size of a shoebox developed by NASA’s Jet Propulsion Laboratory in Southern California, operated from 2018 to 2020. It used radar to study precipitation, sending signals toward Earth and analyzing how long they took to bounce back, and how strong they were after reflecting off raindrops, snowflakes, and cloud ice.

Full-scale satellites have been using radar technology to make that kind of measurement for years. “The key thing with RainCube wasn’t bringing in new science,” said Simone Tanelli, RainCube principal scientist at JPL. “Instead, it was showing that we could give you similar data with a box that’s roughly 100 times smaller in volume than a full-size satellite.”

NASA also tests how other small, lower-cost instruments could transform how we monitor tropical storms. Two such tools — COWVR, short for Compact Ocean Wind Vector Radiometer measures ocean surface winds, and TEMPEST, short for Temporal Experiment for Storms and Tropical Systems tracks atmospheric water vapor — were launched to the International Space Station in 2021.

Using technology and designs from JPL and other NASA teams, TEMPEST and COWVR already are proving their value. Their data has been used by the U.S. Joint Typhoon Warning Center to help track and forecast powerful storms, such as Tropical Cyclone Mandous in December 2022.

This image of Tropical Cyclone Mandous, created with COWVR and TEMPEST data, shows the storm's structure and intensity as it nears southern India in December 2022.
Data from the COWVR and TEMPEST instruments aboard the ISS was used to create this image of Tropical Cyclone Mandous, which forecasters used to understand the December 2022 storm’s intensity and predict its path toward southern India.
U.S. Joint Typhoon Warning Center/U.S. Naval Research Laboratory

NASA researchers also are investigating lightning, which has emerged as a key clue in predicting rapid storm intensification, a dangerous phase of the hurricane life cycle that is one of the most difficult aspects of hurricane forecasting. Spikes in lightning activity, especially in the eyewall, can be an early sign that a storm is about to strengthen quickly.

The agency’s SPoRT project is researching how lightning data from the Geostationary Lightning Mapper can improve hurricane forecasting. This sensor provides a nearly continuous view of lightning activity over oceans and in remote land regions that have fewer weather observations. The instrument rides aboard NOAA’s (National Oceanic and Atmospheric Administration) GOES weather satellites.

“By studying the size and energy of lightning flashes inside hurricanes, we’re learning how they might signal whether a storm is about to intensify or weaken,” said Duran. “It’s an evolving area of research with a lot of potential.”

During Hurricane Helene, SPoRT’s lightning analyses revealed a burst of strong, frequent flashes in the eyewall just before the storm surged from category 2 to category 4 intensity. That’s exactly the kind of signal researchers hope to detect more reliably in the future.

Animated sequence showing repeated, bright lightning flashes in the circular eyewall of Hurricane Helene, as viewed from space by the Geostationary Lightning Mapper. The flashes intensify and become more frequent, illustrating the storm’s rapid strengthening from Category 2 to Category 4 shortly before landfall.
Bright, large lightning flashes seen in Hurricane Helene’s eyewall, captured by NASA SPoRT’s Geostationary Lightning Mapper viewer, indicate the storm’s rapid intensification from category 2 to 4 just hours before landfall.
NASA SPoRT

NASA frequently uses its airplanes to test new hurricane tech, too. In one recent example, scientists from NASA’s Langley Research Center in Hampton, Virginia, flew a cutting-edge 3-D Doppler wind lidar system across the United States, including making passes through the edges of Hurricane Helene. The instrument is designed to capture high-resolution wind data that can improve predictions of rapidly evolving storms, such as hurricanes and severe thunderstorms, where accurate wind observations are essential, but often lacking.

Braun compared these multiple data streams — from TROPICS, GPM, and other instruments — to medical imaging. “Think about how doctors use different types of scans like X-rays, MRIs, and ultrasound to understand what’s happening inside a patient’s body,” he said. “We’re doing something similar with hurricanes. Each system gives us a different view of the storm’s internal structure and environment, with the goal of improving forecasts.”

Watching For Hurricane Warning Signs

Long before a hurricane takes shape, NASA satellites are already scanning the global ocean and atmosphere, closely tracking the conditions that give rise to powerful storms. One of the most important indicators is sea surface temperature.

NASA combines data from multiple satellites and sensors — such as the Moderate Resolution Imaging Spectroradiometer (MODIS) and VIIRS — to produce sea surface temperature maps like JPL’s Multi-scale Ultra-high Resolution Sea Surface Temperature product and SPoRT’s Sea Surface Temperature Composite product. These global maps, updated daily, support users such as the National Weather Service.

“Having high-resolution, reliable sources of sea surface temperature data is extremely useful,” said Brian McNoldy of the University of Miami, who studies hurricanes. “From one day to the next, these datasets help identify which parts of the tropical Atlantic are above or below average. That information lets forecasters anticipate where storms might strengthen or weaken.”

The image of the gulf coast, land in gray and ocean with a temperature gradient overlay with current cloud coverage shows Hurricane Milton. The ocean temperatures overlay shows all Gulf of Mexico waters in a shade of red. The range of color on the warm side of the spectrum ranges from pale yellow at 21 degrees C to a dark, near black shade of red, at 32 degrees C or more.
Hurricane Milton rapidly intensified to category 5 strength over warm gulf waters. View the full story
NASA Earth Observatory/Wanmei Liang

Ocean surface temperatures are only part of the story. NASA also monitors sea surface height with missions such as Sentinel-6 Michael Freilich and SWOT (Surface Water and Ocean Topography), using these measurements as indicators for deeper ocean heat content, a key source of energy fueling hurricanes.

Other NASA-built satellites and sensors measure atmospheric moisture, ocean surface winds, and atmospheric stability, all essential factors influencing whether a storm strengthens or dissipates.

NASA also uses its aircraft to study early storm development up close. In 2022, the agency’s Convective Processes Experiment-Cabo Verde  airborne campaign flew off the northwest coast of Africa to study weather systems that can give rise to hurricanes.

The team focused in part on African easterly waves — swirling disturbances in the atmosphere that often become the seeds of Atlantic storms. One of the waves they observed later developed into Tropical Storm Hermine. The mission also gathered data that same year just before hurricanes Fiona and Ian formed.

“The strength of NASA’s pre-storm monitoring lies in both the breadth of measurements we take and the decades-long consistency behind them,” said Will McCarty, manager of weather programs at NASA Headquarters.

“By combining data on sea surface temperature, ocean heat content, wind patterns, and more, we can see early on when conditions align dangerously — often before a storm visibly forms,” McCarty said. “It’s how we turn early warning into early action.”

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Emily DeMarco

Emily DeMarco

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Last Updated
Jun 13, 2025

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      Summary of the 11th ABoVE Science Team Meeting
      Introduction
      The NASA Arctic–Boreal Vulnerability Experiment (ABoVE) is a large-scale ecological study in the northern regions of North America (Alaska and western Canada) that was developed to understand environmental changes in the region and the implications of those changes for society. Funded primarily by the NASA Terrestrial Ecology Program, this 10-year campaign has included field, airborne, and satellite remote sensing research to address its overarching scientific question of how environmental change in the Arctic and boreal region of western North America will affect vulnerable ecosystems and society.
      ABoVE deployed in three phases: 1) ecosystem dynamics (2015–2018); 2) ecosystem services (2017–2022); and 3) analysis and synthesis (2023–present). Now in the last year of the third phase, the Science Team (ST) consists of 67 active NASA-funded projects with more than 1000 individuals participating. The ABoVE ST has met yearly to discuss the progress of individual teams, plan joint field work, and discuss synthesis activities. ABoVE was featured in a 2019 The Earth Observer article, titled “Summary of the 2019 ABoVE Science Team Meeting” [July–August 2019, Volume 31, Issue 4, pp. 19–22], as well as a 2022 The Earth Observer article, titled “Summary of the Eighth ABoVE Science Team Meeting” [September–October 2022, Volume 34, Issue 5, pp. 28–33].
      Meeting Overview
      The 11th – and final – ABoVE Science Team Meeting (ASTM11) was held May 12–15, 2025, with 96 registered in-person attendees meeting at the University of Alaska, Fairbanks (UAF) and 67 registered virtual attendees – see Photo 1. The meeting included presentations from Phase 3 projects and synthesis reports from thematic working groups (WGs). ABoVE partners, including collaborators [e.g., the Department of Energy’s Next Generation Ecosystem Experiment-Arctic (NGEE-Arctic), Polar Knowledge Canada (POLAR), the Canadian Forest Service (CFS), and the Government of the Northwest Territories (GNWT)] and representatives from upcoming NASA campaigns focusing on the Arctic, shared updates on their activities. Additionally, the meeting featured sessions highlighting cross-project activities, e.g., ABoVE’s participation in regional fire workshops. The meeting also focused on collaborations with the Scotty Creek Research Station in Canada, the many types of science communication activities during ABoVE, and projects conducting collaborative research with community or regional partners.
      Photo 1.The 11th Arctic–Boreal Vulnerability Experiment Science Team (ABoVE) meeting group photo of in-person and virtual participants. Photo credit: Peter Griffith, Leane Kending, and David Stroud The meeting included additional team activities designed to encourage collaboration and understanding between team members. There were opportunities for multiple field trips for in-person attendees, including visits to the Alaska Satellite Facility (ASF) at the Geophysical Institute, the Permafrost Tunnel operated by the Cold Regions Research and Engineering Laboratory (CRREL), the Yankovich Road Fire Interpretive Trail, and the Arctic Research Open House at UAF – see ABove Field Trips section to learn more. The meeting offered early career researchers a chance to receive feedback on their posters and participate in an Early Career lunch event. The meeting even hosted an ABoVE bingo competition, which encouraged attendees to make new scientific and social connections – see Photo 2.
      Photo 2. Scott Goetz [University of Northern Arizona—ABoVE Science Team Lead] poses with ABoVE BINGO winner Wanwan Liang [University of Utah]. Photo credit: Wanwan Liang Meeting Opening
      The first day of the meeting began with a series of opening remarks from the ABoVE leadership team. Peter Griffith [NASA’s Goddard Space Flight Center (GSFC)/Science Systems and Applications, Inc. (SSAI)—Chief Scientist, Carbon Cycle and Ecosystems Office (CCEO)], Scott Goetz [Northern Arizona University (NAU)—ABoVE ST Lead], and Ryan Pavlick [NASA Headquarters (HQ)—ABoVE Program Manager] all noted the significance of this final meeting and discussed the major scientific advances of ABoVE made possible through the dedication of ST members, WG leads, planning committees, and contributors who have made ABoVE a success. Goetz reviewed the meeting goals and objectives:
      receive updates about currently funded projects; receive reports on Thematic WG advances with an emphasis on multiple WG and cross-phase synthesis activities; receive updates on research connections with partners and collaborators; discuss, reflect, and document the history of ABoVE, including major advances, lessons learned, and items to accomplish in the time remaining; and celebrate ABoVE success stories, with advice for potential future NASA large-scale coordinated campaigns. Working Group Presentations and Breakouts
      Throughout the first few days of the meeting, leads for the thematic working groups (WG) presented synthetic overviews of the research efforts of their group members, identified current gaps in planned or completed research, and discussed potential future work. Following these presentations, breakout groups convened to discuss future activities of the WGs. Short summaries of each presentation are available below. Together, these presentations demonstrate the highly interconnected nature of carbon cycles, hydrology, permafrost dynamics, and disturbance regimes in Arctic–boreal ecosystems. The presentations also showcase the substantial ongoing WG efforts to synthesize findings and identify critical knowledge gaps for future research priorities.
      Vegetation Dynamics Working Group
      WG Leads: Matthew Macander [Alaska Biological Research, Inc. (ABR)] and Paul Montesano [GSFC/ADNET Systems Inc.]
      The Vegetation Dynamics WG discussed new advances in understanding Arctic–boreal vegetation structure and function that have been made over the past 10 years through comprehensive biomass maps and multidecadal trend analyses. ABoVE research revealed a critical boreal forest biome shift with greening in nitrogen-rich northern forests and browning in drought-stressed southern forests. The group has identified key knowledge gaps in predicting post-fire vegetation recovery and detecting pervasive declines in vegetation resilience across southern boreal forests. The results suggest higher vulnerability to abrupt forest loss that could dampen the expected increase in carbon sequestration under future climate scenarios.
      Spectral Imaging Working Group
      WG Leads: Fred Huemmrich [GSFC/University of Maryland Baltimore County] and Peter Nelson [Laboratory of Ecological Spectroscopy (LECOSPEC)]
      Over the past year, the Spectral Imaging WG focused on the fundamental scale problem in Arctic ecology, which refers to the mismatch between observation scales and ecological process scales, which span spatial scales from leaf level to larger study areas and temporal scales from minutes to decades. The Airborne Visible/Infrared Imaging Spectrometer – Next Generation (AVIRIS-NG) and AVIRIS-3 datasets provide the first broad-area and high-spatial and spectral resolution coverage of high-latitude terrestrial ecosystems. The WG is now completing a scaling synthesis paper and preparing for the new era of data-rich spectral imaging with improved capabilities in data management, machine learning, and modeling applications for high-latitude research.
      Modeling Working Group
      WG Lead: Josh Fisher [Chapman University]
      The Modeling WG aims to reduce model uncertainties in simulations and projections in the Arctic–boreal region across all ABoVE ecosystem indicators. The WG had polled the ST to determine the variables most needed for their Earth system models and is now using the field, airborne, and satellite datasets to better constrain these models. This WG discussed the benefits to the modeling community of transforming the more than 100 ABoVE datasets into a common grid and projection format used by modelers.
      Carbon Dynamics Working Group
      WG Leads: Jonathan Wang [University of Utah] and Jennifer Watts [Woodwell Climate Research Center (WCRC)]
      The Carbon Dynamics WG has focused its recent work on three areas: decadal syntheses of carbon dioxide (CO2) fluxes from eddy covariance towers, machine learning approaches to upscaling wetland and lake methane (CH4) emissions, and carbon flux modeling across the Arctic–boreal zone. The research integrated atmospheric CO2 observations to improve carbon flux estimates and examined wildfire impacts on both carbon emissions and albedo changes. A significant component of the work involved comparing top-down versus bottom-up carbon flux models, with particular attention to permafrost and peatland regions.
      Hydrology-Permafrost-Wetlands Working Group
      WG Leads: Laura Bourgeau-Chavez [Michigan Technological University], David Butman [University of Washington], John Kimball [University of Montana], and Melissa Schwab [University of California, Irvine]
      The Hydrology–Permafrost–Wetlands WG focused on the processes controlling changes in permafrost distribution and properties and their impacts. There was discussion about the nature, causes, and consequences of hydrologic change (e.g. water storage, mobility, and distribution) and about ecosystem water, energy, and carbon cycle linkages. The presenters mentioned integration of ABoVE datasets with NASA satellite missions [e.g., NASA–Indian Space Research Organisation (ISRO) Synthetic Aperture Radar (NISAR) and Surface Water and Ocean Topography (SWOT) missions]. WG members discussed the connections between ABoVE research and several crosscutting initiatives, including two NASA Arctic coastlines efforts [e.g., Frontlines Of Rapidly Transforming Ecosystems Earth Venture Suborbital (FORTE EVS) campaign and NASA’s Arctic-COastal Land Ocean InteRactionS (COLORS)] and the WCRC’s Permafrost Pathways.
      Disturbance Working Group
      WG Leads: Dong Chen [University of Maryland, College Park] and Jinhyuk Kim [University of California, Irvine]
      The Disturbance WG leads presented their decade-long perspective on disturbance-related research in the ABoVE domain. The presentation incorporated artificial intelligence (AI)-generated summaries of ABoVE-affiliated research across multiple disturbance types, including boreal wildfires, tundra wildfires, and thermokarst/permafrost degradation processes. Chen and Kim acknowledged the extensive contributions from researchers and WG members while outlining future directions for disturbance research.
      Success Stories
      Four “Success Story” presentations and panels took place during ASTM11, which showcased efforts of ABoVE ST members and the leadership team to create and coordinate engagement efforts that spanned individual projects.
      Success Story 1: ABoVE Participation in Regional Fire Workshops
      A substantial portion of ABoVE research has focused on wildfire, and many members of the ST have participated in domestic and international wildfire efforts, connecting researchers with land managers across Alaska and Canada. Randi Jandt [UAF] discussed the Alaska Fire Science Consortium workshops (held in 2017 and 2022). Jenn Baltzer [Wilfred Laurier University (WLU), Canada] discussed Northwest Territories workshops (held in 2014 and 2025), both of which occurred in response to extreme fire seasons in the region. Laura Bourgeau-Chavez outlined ABoVE’s participation in all of these workshops. The workshops facilitated knowledge exchange and collaboration on critical wildfire management priorities, including fire risk assessment, real-time modeling, post-fire effects, and climate change impacts on fire regimes. Key features included small focus groups, field trips to command centers and fire-affected areas, and integration of Indigenous knowledge with new technologies to inform management practices and climate preparedness strategies.
      Success Story 2: Collaborations with Scotty Creek Research Station (SCRS)
      ASTM11 participants watched the film, “Scotty Creek Research Community – The Spirit of Collaboration,” about the SCRS, Canada’s first and only Indigenous-led research station. Following the film, station team members participated in a panel discussion. Ramona Pearson [Ramona Pearson Consulting, Canada], Maude Auclair [WLU], Mason Dominico [WLU], Michael McPhee [Sambaa K’e First Nation, Canada], and William “Bill” Quinton [WLU] discussed their decade-long collaboration with ABoVE. The partnership involved ABoVE collecting airborne hyperspectral, lidar, and radar imagery, while SCRS researchers provided field data for calibration and validation. In 2022, management of the station transitioned to Łı́ı́dlı̨ı̨ Kų́ę́ First Nation (LKFN, Canada), and ABoVE continued collaborating through knowledge exchange, including with early-career researchers and interns. When a 2022 fire destroyed the field station and surrounding area, ABoVE flew additional flights to capture airborne imagery observations to allow comparison of pre- and post-fire conditions.
      Success Story 3: Science Communication
      During the ABoVE field campaign, ST members and CCEO staff engaged in multiple strategies to communicate research results to the public. The activities included interactive engagement through airborne open houses and guest flights, ST member narratives in the “Notes from the Field” blog posts on the NASA Earth Observatory website, and professional multimedia production, including Earth Observatory content and award-winning videos. This multifaceted strategy demonstrates effective scientific communication through direct public engagement and high-quality, multimedia storytelling, making complex research accessible to diverse audiences.
      Success Story 4: Engagement Activities
      This session highlighted several examples of community engagement across the ABoVE domain. Gerald “J.J.” Frost [ABR] discussed synthesizing ecosystem responses and elder observations in western Alaska for his ABoVE project. In another example, ABoVE researchers from Michigan Tech Research Institute (MTRI) partnered with Ducks Unlimited Canada (DUC) and local organizations. Dana Redhuis [MTRI] and Rebecca Edwards [DUC] described their on-the-land camps that provide hands-on training for Northwest Territories youth in wetlands education and ecological monitoring. Kevin Turner [Brock University, Canada] showcased his work with members of the Vuntut Gwitchin First Nation in Old Crow Flats, Yukon, evaluating how climate and land cover change influence water dynamics and carbon balance. These activities demonstrate collaborative research that integrates Indigenous and Western knowledge approaches to address climate change impacts.
      ABoVE Phase 3 Project Presentations
      Project leads of the 20 NASA-funded ABoVE Phase 3 projects presented updates that were organized by scientific theme. The presentations spanned multiple days of the meeting. Table 1 below provides all the project titles, presenter names, and links to each project and presentation. Science results from four of the presentations are shown in Figures 1–4 below as indicated in the table.
      Table 1. An overview ofABoVE Phase 3 projects and presenters. The Project name includes the last name of the Principal Investigator, NASA funding program (TE for Terrestrial Ecology), the year of the NASA solicitation funding the research, and provides a hyperlink to the Project Profile. A hyperlink to each presentation is provided as either PowerPoint (PPT) file or PDF.
      Project   Carbon Presenter(s) Bloom (TE 2021): Using CO2, CH4 and land-surface constraints to resolve sign and magnitude of northern high latitude carbon-climate feedbacks [PDF] Eren Bilir [NASA/Jet Propulsion Laboratory (JPL)]; Principal Investigator (PI): Alexis (Anthony) Bloom [NASA/Jet Propulsion Laboratory (JPL)] Butman (TE 2021): Do changing terrestrial-aquatic interfaces in Arctic-boreal landscapes control the form, processing, and fluxes of carbon? [PPT] David Butman [University of Washington] – see Figure 1 Watts (TE 2021): Contributions of tundra and boreal systems to radiative forcing in North America and Russia under contemporary and future conditions [PPT] Jennifer Watts [Woodwell Climate Research Center] Miller-S (TE 2021): A synthesis and reconciliation of greenhouse gas flux estimates across the ABoVE domain [PDF] Scot Miller [Johns Hopkins University] Michalak (TE 2021): Quantifying climate sensitivities of photosynthesis and respiration in Arctic and boreal ecosystems from top-down observational constraints [PDF] Wu Sun and Jiaming Wen [both Carnegie Institution for Science, CI]; PI: Anna Michalak, [Carnegie Institution for Science] Fire Presenter(s) Bourgeau-Chavez (TE 2021): Integrating remote sensing and modeling to better understand the vulnerability of boreal-taiga ecosystems to wildfire [PPT] Laura Bourgeau-Chavez [Michigan Technological University (MTU)] Walker (TE 2021): Drivers and Impacts of Reburning in boreal forest Ecosystems (DIRE) [PDF] Jeremy Forsythe [Northern Arizona University (NAU)]; PI: Xanthe Walker [NAU] Wang (TE 2021): Quantifying disturbance and global change impacts on multi-decadal trends in aboveground biomass and land cover across Arctic-boreal North America [PPT] Jonathan Wang [University of Utah]– see Figure 2  Wildlife Presenter(s) Boelman (TE 2021): The future of the Forest-Tundra Ecotone: A synthesis that adds interactions among snow, vegetation, and wildlife to the equation [PPT] Natalie Boelman [Lamont-Doherty Earth Observatory, Columbia University] French (TE 2021): Informing wetland policy and management for waterfowl habitat and other ecosystem services using multi-frequency synthetic aperture radar [PPT] Nancy French [MTU] – see Figure 3 Hydrology / Permafrost Presenter(s) Du (TE 2021): High resolution mapping of surface soil freeze thaw status and active layer thickness for improving the understanding of permafrost dynamics and vulnerability [PPT] Jinyang Du [University of Montana] Miller (TE 2021): Enhanced methane emissions in transitional permafrost environments: An ABoVE phase 3 synthesis investigation [PPT] Charles “Chip” Miller [NASA/JPL] Tape (TE 2021): Characterizing a widespread disturbance regime in the ABoVE domain: Beaver engineering [PPT] Kenneth Tape [University of Alaska, Fairbanks] Zhuang (TE 2021): Role of linked hydrological, permafrost, ground ice, and land cover changes in regional carbon balance across boreal and Arctic landscapes [PDF] Qianlai Zhuang [Purdue University]  Vegetation Structure Presenter(s) Duncanson (TE 2021): Mapping boreal forest biomass recovery rates across gradients of vegetation structure and environmental change [PPT] Paul Montesano [GSFC/ADNET Systems Inc]; PI: Laura Duncanson [University of Maryland]—see Figure 4 Lara (TE 2021): ABoVE-Ground characterization of plant species succession in retrogressive thaw slumps using imaging spectroscopy [PPT] Mark Lara [University of Illinois, Urbana-Champaign]  Vegetation Dynamics  Presenter(s) Frost (TE 2021): Towards a warmer, less frozen future Arctic: Synthesis of drivers, ecosystem responses, and elder observations along bioclimatic gradients in western Alaska [PPT] Gerald “J.J.” Frost [ABR] Goetz (TE 2021): Mapping and modeling attributes of an Arctic-boreal biome shift: Phase-3 applications within the ABoVE domain [PPT] Scott Goetz [NAU] Liu (TE 2021): Characterizing Arctic-boreal vegetation resilience under climate change and disturbances [PPT] Yanlan Liu [The Ohio State University] Townsend (TE 2021): Functional diversity as a driver of gross primary productivity variation across the ABoVE domain [PPT] Philip Townsend [University of Wisconsin] Determining Aboveground Biomass Density Using ICESat-2 Data and Modeling
      Figure 1. Despite their relatively small coverage, surface water extent across boreal and arctic lowlands significantly impacts landscape-scale estimates of carbon emissions. The red points on the map in the figure indicates locations of available lake chemistry data derived from ABoVE-supported research, from collaborators, and from a preliminary literature search. Figure credit. David Butman Figure 2. The Arctic-boreal carbon cycle is inextricably linked to vegetation composition and demography, both of which are being altered by climate change, rising levels of atmospheric carbon dioxide, and climate-induced changes in disturbance regimes. The map in the figure shows above-ground biomass (AGB) change across Arctic-boreal North America (2022–1984) created using a machine learning model of AGB trained on from more than 45,000 field plots and 200,000 km2 of airborne lidar data. Figure credit:  Wanwan Liang Figure 3.  Wetlands provide many ecosystem services, including waterfowl habitat, carbon sequestration, and water quality. Northern wetlands Iin the ABovE study area) are threatened from both land use expansion and climate change disruptions, prompting the need for informed management strategies.  Copernicus Sentinel 1 synthetic aperture radar (SAR) data have been used to create this map of flooding (hydroperiod) in wetland areas around the Great Slave Lake in Canada  The color code on the map corresponds to the number of times the SAR imagery indicated a place was flooded (inundated). Such information is helpful for predicting within-season changes in wetland extent. Figure credit: Nancy French Figure 4. Advances have been made in mapping aboveground biomass density (AGBD). Shown here as an example is an AGBD map created using stata from the   ICESat-2 pan-Boreal 30-m (98-ft) tree height and biomass data product [left] and the ensemble mean of the standard deviation of AGBD, aggregated to modelling tiles [right]. Current research aims to expand these maps and understand regional vegetation changes.  Figure credit. Laura Duncanson/data from ORNL DAAC ASTM11 Poster Sessions
      ASTM11 featured 41 research posters across three sessions, organized by thematic area – see Table 3 and Photo 3. The Poster Session agenda details the range of topics that spanned airborne synthetic aperture radar (SAR) and satellite imagery to northern ecosystem fieldwork. Key research topics that emerged included CO2 and CH4 emissions from terrestrial and aquatic systems, ongoing permafrost thaw, fire impacts on carbon cycling, vegetation mapping and biomass estimation, and the impacts of wildlife on the landscape.
      Table 2. A breakdown of ASTM11 poster presentations by science theme.
      Poster Theme Poster Count Carbon Dynamics 5 Crosscutting, Modeling, or Other 6 Fire Disturbance 5 Permafrost, Hydrology, and Wetlands 13 Vegetation Dynamics and Distribution 7 Vegetation Structure and Function 4 Wildlife and Ecosystem Services 1 Photo 3. Poster presentations and sessions during ASTM11 offered opportunities for presenters to share their latest research findings with meeting participants. Photo credit: Elizabeth Hoy ABoVE Field Trips
      ASTM11 offered multiple field trip options across the Fairbanks region of Alaska. The fieldtrips provided ST members an opportunity to interact with the research community – see Photo 4.
      Trip to Alaska Satellite Facility (ASF) and Geophysical Institute
      ASF is a data archive for many SAR datasets from a variety of sensors and has multiple ground station facilities. During the tour, participants visited the ASF operations room and ASF rooftop antenna. The Geophysical Institute tour also featured the Alaska Earthquake Center, Wilson Alaska Technical Center, and Alaska Center for Unmanned Aircraft Systems Integration.
      Trip to Cold Regions Research and Engineering Laboratory (CRREL) Permafrost Tunnel
      The U.S. Army Core of Engineers CRREL Permafrost Tunnel is located in Fox, AK – about 15 km (9 mi) north of Fairbanks. Over 300 m (984 ft) of tunnel have been excavated, exposing Pleistocene ice and carbon-rich yedoma permafrost that ranges in age from 18,000 to 43,000 years old. The tunnel exposes mammoth and bison bones and a variety of permafrost soils. Ongoing projects in the tunnel cover a range of topics, including engineering and geophysical work, Mars analog studies, and biogeochemistry and microbiology of permafrost soils.
      Wildfire Walk: Yankovich Road Fire Interpretive Trail
      On July 11, 2021, a wildfire burned 3.5 acres (14,164 m2) of UAF land. In 2024, the UAF Alaska Fire Science Consortium, Bureau of Land Management Alaska Fire Service, and local artist Klara Maisch collaborated with others to develop the Wildfire Walk at the site. The interpretive trail is an outdoor learning experience with interpretive wayside markers that describe the fire incident, the relationship between wildfire and the boreal forest, fire science and environmental change, and wildfire prevention – see Figure 1.
      UAF Arctic Research Open House
      The UAF Arctic Research Open House was an opportunity for ST members and the public to explore the wide range of research happening at UAF and meet other scientists. ABoVE hosted an information table at the event.
      Photo 4: Collage of images collected during a series of field trips, including [top] the Wildfire Walk along the Alaska Fire Science Consortium, [middle] the Permafrost Tunnel with Tom Douglas [Cold Regions Research and Engineering Laboratory], [bottom left] UAF Arctic Open House ABoVE Table with Margaret “Maggie” Wooton [NASA’s Goddard Space Flight Center (GSFC)/Science System and Applications, Inc. (GSFC/SSAI)], Elizabeth Hoy [GSFC/Global Science & Technology Inc.], and Qiang Zhou [GSFC/SSAI], talking with Logan Berner [Northern Arizona University], [bottom right] the Alaska Satellite Facility ground receiving antenna. Photo credit: Elizabeth Hoy Research Connections
      The success of ABoVE as a large-scale research study over the Arctic and boreal regions within and outside the United States depended on collaboration with multiple organizations. Many of the ABoVE collaborators were able to present at ASTM11.
      Andrew Applejohn [Polar Knowledge Canada (POLAR)] provided details about the scope, mandate, and facilities available through POLAR, a Canadian government agency that has partnered with the ABoVE ST for the duration of the campaign.
      Ryan Connon [Government of the Northwest Territories (GNWT)] discussed the decade-long collaboration between ABoVE and the GNWT, including knowledge sharing of wildlife collar data, field-data ground measurements, and remote sensing analyses.
      Gabrielle Gascon [Canadian Forest Service (CFS), Natural Resources Canada] explained the scope of Canada’s National Forest Inventory and the current CFS focus on wildfire and the CFS’s other areas of research related to the northern regions. Another presentation featured information about various vegetation mapping initiatives where Matthew Macander discussed an Alaska-based effort called AKVEG Map, a vegetation plot database, and Logan Berner [NAU] detailed a pan-Arctic plant aboveground biomass synthesis dataset.
      Brendan Rogers [WCRC] showcased research from Permafrost Pathways, designed to bring together permafrost-related science experts with local communities to inform Arctic policy and develop adaptation and mitigation strategies to address permafrost thaw. NGEE-Arctic is another U.S. government effort that partnered specifically with ABoVE for the duration of the two efforts, and Bob Bolton [Oak Ridge National Laboratory (ORNL)] provided updates on the project.
      Tomoko Tanabe [Japan’s National Institute of Polar Research (JNIPR)] gave a presentation about NIPR to better inform ABoVE scientists about other international Arctic efforts, including a new Japanese Arctic research initiative called the Arctic Challenge for Sustainability III (ArCS III), designed to address social issues related to environmental and social changes in the Arctic.
      Additional Presentations
      An additional presentation aimed to keep the ABoVE ST informed of future NASA Arctic research efforts. Kelsey Bisson [NASA HQ—Program Scientist for the Ocean Biology and Biogeochemistry Program] discussed NASA Arctic-COLORS and Maria Tzortziou [City University of New York/Columbia University, LDEO] discussed the FORTE EVS campaign. The proposed Arctic-COLORS field campaign would quantify the biogeochemical and ecological response of Arctic nearshore systems to rapid changes in terrestrial fluxes and ice conditions. The NASA FORTE EVS campaign will fill a critical gap in understanding Alaska’s northernmost ecosystems by investigating eroding coastlines, rivers, deltas, and estuaries that connect land and sea systems, using airborne platforms.
      Scott Goetz continued with a presentation on U.S. efforts to plan the International Polar Year, scheduled for 2032–2033. Ryan Pavlick provided details on the NISAR mission, which launched after the meeting on July 30, 2025, and discussed other possible future NASA missions.
      A Career Trajectory panel featured Jennifer Watts, Jonathan Wang, Brendan Rogers, and Xiaoran “Seamore” Zhu [Boston University]. The panelists discussed opportunities for researchers from different academic backgrounds and at different career stages, and they provided details about how ABoVE has impacted their careers. They also discussed how NASA campaigns offer opportunities for early career scientists to join a team of peers to grow their abilities throughout the duration of the decade-long research.
      Klara Maisch, a local artist, discussed her work creating science-informed artwork through interdisciplinary collaborations with scientists and other creators – see Figure 5. Maisch described the benefits of partnering with artists to share science with a broad audience and showcased artwork she has created.
      Figure 5. Lower Tanana Homelands – 2022 Yankovich Fire – Plot Painting [left], with original plot reference photograph [right]. Image Credit: Klara Maisch Overarching Presentations
      A series of presentations on the overall structure and outcomes of ABoVE were held during ASTM11. Charles “Chip” Miller [NASA/JPL—Deputy ABoVE ST Lead, ABoVE Airborne Lead] provided details about SAR, hyperspectral, and lidar airborne measurements collected between 2017 and 2024 for the ABoVE Airborne Campaign.
      ABoVE Logistics Office members Daniel Hodkinson [GSFC/SSAI], Sarah Dutton [GSFC/SSAI], and Leanne Kendig [GSFC/Global Science & Technology, Inc. (GST, Inc.)] discussed the many field teams and activities supported during ABoVE. Overall, more than 50 teams were trained in field safety topics, with more than 1,200 training certificates awarded. Elizabeth Hoy [NASA GSFC/GST, Inc.] and Debjani Singh [ORNL] discussed the more than 250 data products developed during the ABoVE program and how to access them through NASA Earthdata. Example visualizations of ABoVE data products can be found in Figure 6.
      Figure 6. ABoVE logo created with different data products from the campaign used to compose each letter.A: Active Layer Thickness from Remote Sensing Permafrost Model, Alaska, 2001-2015;. Tree (inside A): Normalized Difference Vegetation Index (NDVI) Trends across Alaska and Canada from Landsat, 1984-2012;. B: Landsat-derived Annual Dominant Land Cover Across ABoVE Core Domain, 1984-2014;; O: Wildfire Carbon Emissions and Burned Plot Characteristics, NWT, CA, 2014-2016;; V: AVHRR-Derived Forest Fire Burned Area-Hot Spots, Alaska and Canada, 1989-2000;; E: Lake Bathymetry Maps derived from Landsat and Random Forest Modeling, North Slope, AK; and Underline (under O): Plot lines from the ABoVE Planning Tool visualizer. Figure credit: Caitlin LaNeve The Collaborations and Engagement WG held a plenary discussion to highlight the many activities that ABoVE researchers have been involved in over the past decade. The discussion highlighted the need for individual projects and campaign leadership to work together to ensure participation and understanding of planned research at local and regional levels.
      A highlight of the meeting was the “Legacy of ABoVE” panel discussion moderated by Nancy French [MTU]. Panelists included Eric Kasischke [MTU], Scott Goetz, Chip Miller, Peter Griffith, Libby Larson [NASA GSFC/SSAI], and Elizabeth Hoy. Each panelist reflected on their journey to develop ABoVE, which included an initial scoping study developed more than 15 years ago. Members of the panel – all a part of the ABoVE leadership team – joined the campaign at different stages of their career. Each panelist arrived with different backgrounds, bringing their unique perspective to the group that helped to frame the overall campaign development. Following the panel, all ST members who have been a part of ABoVE since its start over a decade ago came to the front for a group photo – see Photo 5.
      Following the panel, the ABoVE ST leads presented their overall thoughts on the meeting and facilitated a discussion with all participants at the meeting. Participants noted the important scientific discoveries made during ABoVE and enjoyed the collegial atmosphere during ASTM11.
      Photo 5. A group photo of participants who have been with ABoVE since its inception: [left to right] Ryan Pavlick, Chip Miller, Elizabeth Hoy, Libby Larson, Peter Griffith, Fred Huemmrich, Nancy French, Scott Goetz, Laura Bourgeau-Chavez, Eric Kasischke, and Larry Hinzman. Photo credit: Peter Griffith Conclusion 
      Overall, ASTM11 brought together an interdisciplinary team for a final team meeting that showcased the many accomplishments made over the past decade. The group outlined current gaps and needs in Arctic and boreal research and discussed possibilities for future NASA terrestrial ecology campaigns. The synthesis science presentations at ASTM11 highlighted the advances ABoVE has made in understanding carbon and ecosystem dynamics in Arctic and boreal regions. It also highlighted the need for further study of cold season and subsurface processes. While this was the last meeting of this ST, research for some projects will continue into 2026, and more publications and data products are expected from ST members in the near term.
      Elizabeth Hoy
      NASA’s Goddard Space Flight Center/Global Science & Technology Inc. (GSFC/GST,Inc.)
      elizabeth.hoy@nasa.gov
      Libby Larson
      NASA’s Goddard Space Flight Center/Science System and Applications, Inc. (GSFC/SSAI)
      libby.larson@nasa.gov
      Annabelle Sokolowski
      NASA GSFC Office of STEM Engagement (OSTEM) Intern
      Caitlin LaNeve
      NASA GSFC Office of STEM Engagement (OSTEM) Intern
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      Earth (ESD) Earth Explore Explore Earth Home Agriculture Air Quality Climate Change Freshwater Life on Earth Severe Storms Snow and Ice The Global Ocean Science at Work Earth Science at Work Technology and Innovation Powering Business Multimedia Image Collections Videos Data For Researchers About Us 5 Min Read NASA Data, Trainings Help Uruguay Navigate Drought
      Uruguay’s Paso Severino Reservoir, the primary water source for Montevideo, on June 13, 2023, captured by Landsat 9. Credits:
      NASA Earth Observatory/ Wanmei Liang Lee esta historia en español aquí.
      NASA satellite data and trainings helped Uruguay create a drought-response tool that its National Water Authority now uses to monitor reservoirs and guide emergency decisions. A similar approach could be applied in the United States and other countries around the world.
      From 2018 to 2023, Uruguay experienced its worst drought in nearly a century. The capital city of Montevideo, home to nearly 2 million people, was especially hard hit. By mid-2023, Paso Severino, the largest reservoir and primary water source for Montevideo, had dropped to just 1.7% of its capacity. As water levels declined, government leaders declared an emergency. They began identifying backup supplies and asked: Was there water left in other upstream reservoirs — mainly used for livestock and irrigation — that could help?
      That’s when environmental engineer Tiago Pohren and his colleagues at the National Water Authority (DINAGUA – Ministry of Environment) turned to NASA data and trainings to build an online tool that could help answer that question and improve monitoring of the nation’s reservoirs.
      “Satellite data can inform everything from irrigation scheduling in the Great Plains to water quality management in the Chesapeake Bay,” said Erin Urquhart, manager of the water resources program at NASA Headquarters in Washington. “NASA provides the reliable data needed to respond to water crises anywhere in the world.”
      Learning to Detect Water from Space
      The DINAGUA team learned about NASA resources during a 2022 workshop in Buenos Aires, organized by the Interagency Science and Applications Team (ISAT). Led by NASA, the U.S. Army Corps of Engineers, and the U.S. Department of State, the workshop focused on developing tools to help manage water in the La Plata River Basin, which spans multiple South American countries including Uruguay.
      At the workshop, researchers from NASA introduced participants to methods for measuring water resources from space. NASA’s Applied Remote Sensing (ARSET) program also provided a primer on remote sensing principles.
      DINAGUA team supervisor Jose Rodolfo Valles León asks a question during a 2022 workshop in Buenos Aires. Other members of the Uruguay delegation — Florencia Hastings, Vanessa Erasun Rodríguez de Líma, Vanessa Ferreira, and Teresa Sastre (current Director of DINAGUA) — sit in the row behind. Organization of American States “NASA doesn’t just deliver data,” said John Bolten, NASA’s lead scientist for ISAT and chief of the Hydrological Sciences Laboratory at NASA’s Goddard Space Flight Center in Greenbelt, Maryland. “We collaborate with our partners and local experts to translate the data into information that is useful, usable, and relevant. That kind of coordination is what makes NASA’s water programs so effective on the ground, at home and around the world.”
      The DINAGUA team brought ideas and provided guidelines to Pohren for a tool that applies Landsat and Sentinel satellite imagery to detect changes in Uruguay’s reservoirs. Landsat, a joint NASA-U.S. Geological Survey mission, provides decades of satellite imagery to track changes in land and water. The Sentinel missions, a part of the European Commission managed Copernicus Earth Observation program and operated by ESA (the European Space Agency), provide complementary visible, infrared, and microwave imagery for surface water assessments.
      From a young age, Pohren was familiar with water-related challenges, as floods repeatedly inundated his relatives’ homes in his hometown of Montenegro, Brazil. It was extra motivation for him as he scoured ARSET tutorials and taught himself to write computer code. The result was a monitoring tool capable of estimating the surface area of Uruguay’s reservoirs over time.
      A screenshot of the reservoir monitoring tool shows the Paso Severino’s surface water coverage alongside time-series data tracking its variations. Tiago Pohren The tool draws on several techniques to differentiate the surface water extent of reservoirs. These techniques include three optical indicators derived from the Landsat 8 and Sentinel-2 satellites:
      Normalized Difference Water Index, which highlights water by comparing how much green and near-infrared light is reflected. Water absorbs infrared light, so it stands out clearly from land. Modified Normalized Difference Water Index, which swaps near-infrared with shortwave infrared to improve the contrast and reduce errors when differentiating between water and built-up or vegetated areas. Automated Water Extraction Index, which combines four types of reflected light — green, near-infrared, and two shortwave infrared bands — to help separate water from shadows and other dark features. From Emergency Tool to Everyday Asset
      In 2023, the DINAGUA team used Pohren’s tool to examine reservoirs located upstream from Montevideo’s drinking water intake. But the data told a tough story.
      “There was water available in other reservoirs, but it was a very small amount compared to the water demand of the Montevideo metropolitan region,” Pohren said. Simulations showed that even if all of the water were released, most of it would not reach the water intake for Montevideo or the Paso Severino reservoir.
      Despite this news, the analysis prevented actions that might have wasted important resources for maintaining productive activities in the upper basin, Pohren said. Then, in August 2023, rain began to refill Uruguay’s reservoirs, allowing the country to declare an end to the water crisis.
      From right to left: Tiago Pohren, Vanessa Erasun, and Florencia Hastings at the second ISAT workshop in March 2024. Organization of American States Though the immediate water crisis has passed, the tool Pohren created will be useful in the future in Uruguay and around the world. During an ISAT workshop in 2024, he shared his tool with international water resources managers with the hope it could aid their own drought response efforts. And DINAGUA officials still use it to identify and monitor dams, irrigation reservoirs, and other water bodies in Uruguay.
      Pohren continues to use NASA training and data to advance reservoir management. He’s currently exploring an ARSET training on how the Surface Water and Ocean Topography (SWOT) mission will further improve the system by allowing DINAGUA to directly measure the height of water in reservoirs. He is also following NASA’s new joint mission with ISRO (the Indian Space Research Organization) called NISAR, which launched on July 30. The NISAR satellite will provide radar data that detects changes in water extent, regardless of cloud cover or time of day. “If a drought happens again,” Pohren said, “with the tools that we have now, we will be much more prepared to understand what the conditions of the basin are and then make predictions.”
      Environmental engineer Tiago Pohren conducts a field inspection on the Canelón Grande reservoir, the second-largest reservoir serving Montevideo, during the drought. Tiago Pohren By Melody Pederson, Rachel Jiang
      The authors would like to thank Noelia Gonzalez, Perry Oddo, Denise Hill, and Delfina Iervolino for interview support as well as Jerry Weigel for connecting with Tiago about the tool’s development.
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