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Summary of the 10th SWOT Applications Workshop


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Summary of the 10th SWOT Applications Workshop

Introduction

The tenth Surface Water Ocean Topography (SWOT) Applications Workshop took place December 7–8, 2023 at the California Institute of Technology Keck Institute for Space Studies. The meeting was organized to highlight the work and project status of the SWOT Early Adopters (EAs). NASA’s Applied Sciences Program (which is now housed within the NASA Earth Science in Action element of NASA’s Earth Science Division), the SWOT Project, the Centre National d’Etudes Spatiales (CNES’s), or French space agency’s SWOT Downstream Program, the SWOT Applications Working Group (SAWG), and members of the SWOT science community have coordinated efforts in support of the SWOT Applications Program since 2010.

The 2023 meeting, which was the latest in an annual series organized by the SAWG, welcomed over 100 participants online and in person during the two days, with many joining virtually across different time zones, to share their project status and explore the many facets of operational and applied uses of SWOT data. Presentations covered the current state of and near-term plans for using SWOT data products and highlighted related applied science efforts focused on SWOT. A significant focus explored the use of the new mission data to improve hydrology and ocean models.

After a brief introduction to SWOT and its instruments and a short update on the SWOT EAs, the remainder of this article contains a select group of summaries from EA projects. The complete meeting agenda and a list of presentations are available on the 10th SWOT Application Meeting website.

SWOT Mission Overview and Update

SWOT launched December 16, 2022, from Vandenberg Space Force Base in California. After a successful checkout of the satellite systems, instruments, and data systems, SWOT entered Science Mode on July 21, 2023. It continues to operate nominally as of this writing. A detailed account of SWOT Significant Events since launch is available online.

The goal of SWOT is to make the first global survey of Earth’s surface water, observe the fine details of the ocean’s surface topography, and measure how water bodies change over time. The international partnership is led by NASA and CNES, with contributions from the U.K. Space Agency and the Canadian Space Agency.

The SWOT Science Team is made up of researchers from all over the world with expertise in oceanography and hydrology. Together the team is using SWOT data to study a range of topics, including availability of Earth’s freshwater resources and our changing ocean and coasts. Studies like these are crucial to meet society’s growing needs for clean air and water, to help prepare for and mitigate impacts of extreme weather, and to help the world adapt to long-term changes in climate on continental scales.

SWOT’s payload has been designed to provide the data that allow the SWOT team to study the topics listed in the previous paragraph. While the complete compliment of instruments is listed on the website, the three most relevant to the current article are described here.

  • Ka-band Radar Interferometer (KaRIn). This state-of-the-art, wide-swath, interferometric radar can measure the ocean, major lake, river, and wetland levels over a 120-km (75-mi) wide swath with a ~20-km (~12-mi) gap along nadir, which is filled by the Jason-class altimeter described below. KaRIn can operate in two modes: It uses low-resolution mode over the ocean with significant onboard processing to reduce data volume; and high-resolution mode over broad, primarily continental regions defined by the SWOT Science Team, where the focus is on hydrological studies as opposed to oceanographic ones.
  • Jason-class Altimeter (nadir altimeter). The altimeter flying on SWOT is similar to those flown on the series of ocean surface topography missions that have operated since 1992, including the (TOPEX)/Poseidon, Jason-1, Jason-2, and Jason-3 missions, and the newest mission, Sentinel 6 Michael Freilich (S6MF), developed in partnership with the European Space Agency (ESA). The altimeter sends and receives signals that travel straight up and down beneath the spacecraft (or nadir-pointing) making it ideal to fill in the “gap” between KaRIn swaths.
  • Microwave Radiometer (radiometer). This radiometer measures the amount of water vapor between SWOT and Earth’s surface. More water vapor present in the atmosphere slows down the radar signals and this instrument aids in correcting the signal.

SWOT’s sea surface height (SSH) measurements will be added to the existing 32-year time series of measurements of oceans and large water bodies compiled by the series NASA–CNES altimetry missions listed above. With higher resolution observations, SWOT will enable hydrological research and applications and provide more detailed information on heights and extent of rivers, lakes, reservoirs, and wetlands, as well as derived parameters such as river discharge.

SWOT Early Adopter Overview and Update

The SWOT Early Adopters Program was initiated in 2018 to ensure community preparedness to make use of SWOT data. The program comprises a growing community working to incorporate SWOT data into the operational and applied science activities of their organizations – see Figure 1. The current SWOT EA cohort spans surface hydrology and oceanography domains and organizations, including both U.S. and international private-sector companies, academia, nonprofits, operational agencies, state and national government organizations, and research communities.

SWOT figure 1
Figure 1. Forty SWOT Early Adopter (EA) teams span the globe with a wide range of operational and applied science project topics.
Figure credit: NASA

The 2023 SWOT Applications Workshop offered an opportunity to assess how the SWOT user community is using the data in anticipation of future SWOT data reprocessing and releases. The 2023 meeting explored three themes: 1) planned and current operational and applied uses of SWOT data; 2) the current state of the data products and access to the data; and 3) a variety of other projects that may/will include SWOT data in their applications.

The first public release of SWOT data came in June 2023, with the release of nadir altimeter and radiometer data. These data had a head-start in processing due to the instrument and processing heritage. These early releases allowed the EA community to begin incorporating SWOT into their operational models and systems. A public release of beta pre-validated SWOT KaRIn data products took place in November 2023, and the subsequent public release of pre-validated SWOT KaRIn data products in February 2024. SWOT KaRIn, nadir altimeter, and radiometer products are now in operational production and routinely available.

Workshop Overview

This workshop focused on the achievements of the SWOT EAs, offering a platform to share their projects with the community as they transition from “early adoption” to simply “adoption” of SWOT as a valuable resource in their system management toolbox. In addition, the meeting provided a space for discussions, an increased community awareness of the gaps and challenges of incorporating SWOT data into operational and decision-support framework for models, modeling systems, and other operational uses. Feedback from these discussions – especially concerning the known limitations of SWOT data with respect to data latency and mission length – will be exceptionally useful to the SWOT Project and Applications Teams.

Meeting Welcome and “Keynote” Presentations

Brad Doorn [NASA Headquarters (HQ)—Programmatic Lead], Annick Sylvestre-Baron [CNES—Programmatic Lead], Parag Vaze [JPL—SWOT Project Manager], and Pierre Sengenes [CNES—Project Lead] gave remarks to open the meeting. They welcomed attendees on behalf of NASA and CNES.

The first morning session closed with two highly relevant and illuminating presentations. Jinbo Wang [JPL] spoke about SWOT KaRIn performance and calibration/validation (Cal/Val) activities. Curtis Chen [JPL] detailed critical and important proclivities of KaRIn data products that EAs may find beneficial as they interpret data results. Understanding the information in Chen’s talk is critical for those planning to use the data.

SWOT Early Adopter Project Updates

The EA project summaries selected for this article provide an overview of the range and depth of the extensive work accomplished by the SWOT EA community to date. These examples illustrate the potential of SWOT data as a tool to manage surface water resources and forecast ocean and coastal conditions via operational systems in the coming years.

Daniel Moreira [Brazil Geological Society (BGS)—Project Investigator] explained that the current gauge network on rivers across the Amazon basin is limited. SWOT data offers unprecedented spatial and temporal coverage of water storage processes and may be beneficial to prepare for floods and extreme events in the basin. Moreira’s group has compared several sites using Global Navigation Satellite System data and a gauge station elevation time series with very good results. In addition, BGS maintains a weekly water level report and a web application that leverages satellite altimetry data from the S6MF and Jason-3 missions for comparison across the Amazon Basin. BGS plans to produce discharge datasets over the Amazon using altimetry.

Isabel Houghton [Sofar Ocean] introduced the Sofar Ocean ship route optimization and navigational safety platform, incorporating 10-day, data-assimilating marine weather forecasts. That data includes significant wave height estimates from both the Sofar spotter buoy network and estimates derived from nadir altimeters on NASA’s S6MF and Jason-3 missions and the joint CNES–Indian Space Research Agency (ISRO) Satellite with ARgos and ALtiKa (SARAL) satellites. (Argos collects data from a floating oceanic buoy network with the same name that CNES operates; AltiKa is a CNES-contributed Ka-band altimeter.) TheWaveWatch III model improves on the forecast through the addition of altimeter data. Houghton explained that Sofar Ocean is in the preliminary stages of using SWOT significant wave height data in their model, which is less noisy than the predecessor altimeters reducing forecast error. Sofar expects SWOT to improve their observation numbers by 50–100% in a given 24-hour period. Additionally, Sofar plan to use KaRIn observations in an Earth system model under development to address waves, circulation, and atmosphere.

Robert Dudley [U.S. Geological Survey (USGS)] presented a project that involved the team integrating data from SWOT and in situ sources together to derive discharge and flow velocity for the Tanana and Yukon Rivers in Alaska. The USGS is collaborating with the Physical Oceanography Distributed Active Archive (PO.DAAC) to integrate SWOT in SatRSQ measurements to develop the Water Information from Space (WISP) dashboard to access time series of SWOT hydrology products. WISP is in development and not yet publicly available. When operational, it will enable comparisons with collocated, ground-gauged time series. WISP contains SWOT orbital ground tracks and will add the SWOT lake database in the future. The dashboard should be publicly available later in 2024.

Gregg Jacobs [U.S. Naval Research Laboratory (NRL)] explained how NRL has evaluated SWOT KaRIn SSH data accuracy and integrated it into ocean forecast models by characterizing along-track errors in early data products to determine the necessary corrections. Jacobs then explained how the team computed daily interpolation of nadir altimeter data at SWOT crossover locations. They found good agreement between the corrected SWOT estimates and interpolated SSH from nadir altimeters and conducted ocean forecast experiments on California SWOT crossover Cal/Val sites – see Figure 2. NRL has had success in assimilating KaRIn data at a resolution of 5 km (~3 mi).

SWOT figure 2
Figure 2. Altimetry data collected over calibration/validation (Cal/Val) sites using traditional nadir altimeter data only [left], a combination of traditional nadir altimeter data and in situ observations [center], and a combination of traditional altimeter data and SWOT altimeter data. The dotted lines indicate the satellite ground track paths.
Figure credit: U.S. Naval Research Laboratory

Pierre Yves Le Traon [Mercator Ocean International (MOi)] explained that MOi is a non-profit that is now transforming into an intergovernmental organization. He began with a description of the Copernicus Marine Service, which is a long-term partnership between CNES, MOi, and a French company called Collecte Localisation Satellites (CLS) that focuses on ocean monitoring and forecasting. SWOT data will be used to constrain small scales in models – see Figure 3. The preliminary results are in good agreement with CNES Level-3 (L3) products. SWOT KaRIn data will be integrated into the operational Copernicus Marine Service operational forecast portfolio in 2025.

SWOT figure 3
Figure 3. Both these maps show the root mean square (RMS) error in the SWOT 21-day phase data in sea level anomaly (SLA) over one month on the 1/12° Mercator Ocean global forecasting system  The image pair contrasts the SLA RMS error without including SWOT data in the assimilation [left] versus when SWOT data are included in the assimilation [right]. Note that including SWOT data make smaller scale errors in the data become more apparent.
Figure credit: Mercator Ocean International

Guy Schumann [Water in Sight]explained this Swedish start-up company uses SWOT data to validate in situ gauge data in Malawi. Gauge readers and observers collect data at monitoring stations from south to north Malawi to support the government’s efforts in managing water and climate risks. They have used free Short Message Service and leveraged citizen science to develop a cloud platform for data access. For the next step, the project plans to integrate SWOT data into two-dimensional (2D) flood models. This EA project aims to address latency – time delay between collection and transmission of data – and interoperability challenges, enhancing hydrological network optimization as well as demonstrating the diverse complementary value of satellite observations. The group supports codesigned joint explorations, engagement activities, and technology alignment. The CNES hydroweb tool may be very useful in this endeavor, but Schumann acknowledges that there are interoperability challenges that need to be overcome.

Jerry Wegiel [NASA’s Goddard Space Flight Center] explained that the U.S. Air Force’s Weather Land Information System (LIS) is a software framework used by multiple agencies for simulating land/hydrology processes. The Global Hydrology Intelligence (GHI) system (rebranding of LIS) is a comprehensive framework for hydrologic analysis, forecasting, and projections across scales encompassing all aspects of water security and addressing significant hydro-intelligence gaps identified by the defense and national security communities. Integration of SWOT L2 products operationally into the LIS Hydrological Modeling and Analysis Platform (HyMAP) model is expected to improve the global hydrological model data analysis system, as well as improve extreme hydrological event monitoring, reduce forecasting uncertainty, and support water security conflicts.

Alexandre de Amorim Teixeira and Alexandre Abdalla Araujo [both at Agência Nacional de Águas e Saneamento Básico (ANA), or Brazilian National Water and Sanitation Agency] began by explaining that the ANA hydrography datasets [e.g., Base Hidrográfica Ottocodificada (BHO)] and water atlases [e.g., Base Hidrográfica Atlas-Estudos (BHAE)] have been extended using information from the SWOT River Database (SWORD) river reaches, which are roughly 10 km (~6 mi) SWORD-specified sections of a river, in Brazil – see Figure 4. By incorporating SWORD data into the BHAE, over 400,000 reaches have been identified – compared to 20,000 identified previously using SWORD alone. The latest version (6.2) of BHO will combine SWORD and BHAE data increasing numbers exponentially to nearly 5.5 million. The ANA EA project will use SWOT data to support water resource management in Brazil. ANA is working in collaboration with University Brasilia to integrate available gauge information on rivers and reservoirs to fulfill their mandate to determine and report on water availability in the country. They described a sophisticated hexagonal hierarchical geospatial indexing system that will support hydrological and hydrodynamical modeling and cross-validation. The team will use SWOT data pixel cloud or raster products to best serve their needs.

SWOT figure 4
Figure 4. The Agência Nacional de Águas e Saneamento Básico’s (ANA) [Brazilian National Water and Sanitation Agency] SWOT Early Adopter project is extending hydrography datasets, e.g., Base Hidrográfica Ottocodificada (BHO) [top] and water atlases, e.g., Base Hidrográfica Atlas-Estudos (BHAE) [middle] using the SWOT data to produce the SWOT River Database (SWORD) product [bottom] that expands on the extent of the BHO hydrography dataset.
Image credit: ANA

Data Systems and Products for Early Adopters

In 2021, the SWOT Project Science Team made simulated datasets available for select hydrologic and oceanographic regions. These datasets shared many characteristics in common with future SWOT data products (e.g., formats, metadata, and data contents) and were intended to familiarize users with the expected SWOT science data products.

At this meeting, teams from both the NASA and CNES mission data system and data repositories shared timely and valuable information and updates with the EA community. The talks provided information and insight into what users can expect from SWOT products.

Lionel Zawadzki and Cyril Germineaud [both at CNES] described the use of SWOT data available from CNES through the AVISO (ocean and coastal) and hydroweb.next (hydrology and ocean) data portals. Systems supporting data access include data acquisition and production, data repositories, and ultimately cloud data access through thematic portals.

Catalina Taglialatela and Cassandra Nickles [both at JPL] discussed the use of KaRIn high-resolution and low-resolution SWOT data products available through PO.DAAC, which provides centralized, searchable access that is available using an in-cloud commercial web service through the NASA EarthData portal. The team demonstrated resources and tutorials available via the online PO.DAAC Cookbook: SWOT Chapter, as well as the new Hydrocron SWOT time series applications programming interface (API) for generating time series over water features identified in SWORD and SWODLR, which is a system for creating on-demand L2 SWOT raster products.

Shailen Desai [JPL] explained how KaRIn products depend on upstream orbit, attitude, and radiometer products for optimal accuracy. SWOT KaRIn, nadir altimeter, and radiometer products are now in operational production and routinely available. Product description documents and SWOT algorithm theoretical basis documents are all publicly available.

Curtis Chen [JPL] discussed how the SWOT science data system team have reduced complexities of the KaRIn measurements to ensure robust interpretation of the results. Knowledge of measurement details may be especially important in trying to interpret the pre-validated data products. During his presentation, Chen addressed practical aspects of interpreting KaRIn data products, including answers to frequently asked questions and tips to avoid confusion and misinterpretation in using the data.

Yannice Faugere [CNES] explained how CNES will assimilate SWOT data into Mercator Ocean with value-added elements, including multimission calibration, noise mitigation, and images that blend KaRIn and nadir instruments. A preliminary assessment of L4 products was conducted using one-day Cal/Val orbit measurements with promising results. Tests on 21-day data and an L4 data challenge for community feedback to compare mapping and validation methods are in process.

Complementary Projects

Participants spoke about a number of other projects and programs during the meeting. The selected presentations address elements relevant to SWOT applications.

Charon Birkett [NASA] discussed how SWOT data will be incorporated into the Global REservoir and LAke Monitor (G-REALM) and Global Water Measurements (GWM) portal, to integrate nadir radiometer and KaRIn measurements. G-REALM maintains a 30-plus-year time series of nadir altimeter data from the NASA/CNES reference missions for this measurement (i.e., Topex/Poseidon; Jason -1, -2, and -3; and S6MF) as well as the European Remote Sensing Satellite. GWM is focused on lakes and reservoirs, rivers, and wetland water levels to derive surface extents and storage change.

Stephanie Granger [JPL] introduced the Western Water Applications Office (WWAO), which provides NASA data, technology, and tools for water management to water managers in the western U.S. The WWAO team completes needs assessments for basins – a task complicated by the more than 100 agencies involved in water management activities in the western U.S. Granger identified several activities that could benefit from SWOT data, such as extreme event predictions and impacts, timely streamflow predictions at a sub-basin level, wet/dry indicators from streamflow monitoring, and flood plain mapping.

Babette Tchonang, Dimitris Menemenlis,and Matt Archer [all from JPL] presented a study that evaluates the feasibility of applying the Estimating the Circulation and Climate of the Ocean 4-Dimensional Variational (MITgcm-ECCO 4DVAR) data assimilation framework to a sub-mesoscale resolving model [grid resolution of 1 km (~0.6 mi)] in preparation for future studies to assimilate SSH measurements from SWOT. Two model solutions are nested within the global 1/12° Hybrid Coordinate Ocean Model (HYCOM)/Navy Coupled Ocean Data Assimilation (NCODA) analysis. Comparing the two model solutions against assimilated and withheld in situ observations indicates that the MITgcm-ECCO 4DVAR framework can be applied to the reconstruction of sub-mesoscale ocean variability. This data assimilation system is now being used by the Scripps Institution of Oceanography to support SWOT post-launch activities.

Matt Bonnema [JPL] presented the Observational Products for End-Users from Remote Sensing Analysis (OPERA) project, which produces a suite of surface water extent products, such as Dynamic Surface Water extent (DSWx). The products are based on a variety of optical and radar sensors built on existing satellite data that are freely available from NASA. DSWx gives two dimensions of surface water measurements (i.e., spatial extent), whereas SWOT produces three dimensions of surface water measurement (i.e., spatial extent and elevation). DSWx has the potential to fill in temporal gaps in SWOT observations and to cross-compare DSWx and SWOT when observations are concurrent. DSWx is a valuable source of global water information that can be used to interpret and enhance SWOT’s capabilities.

Renato Frasson [JPL] explained how the U.S. Army Corps of Engineers support the National Geospatial-Intelligence Agency (NGA), which uses water storage and lake/reservoir flux information primarily from NASA’s MODerate resolution Imaging Spectroradiometer (MODIS) that flies on both the Terra and Aqua platforms. SWOT data has a higher spatial resolution for river widths, and NASA–ISRO Synthetic Aperture Radar (NISAR) observations are planned to be incorporated into the OPERA platform.

Cedric David [NASA/JPL] discussed how SWOT data can improve state-of-the-art hydrologic models to address environmental and societal challenges in river system science (e.g., flooding, water security, river biodiversity, changing deltas, and transboundary issues). Model advancements (e.g., U.S. National Water Model) can be realized in areas such as uncertainty quantification, data assimilation, bias correction, and decreasing numbers of in situ observation systems. Incorporating SWOT data into river models will lead to more realistic representations of these rivers, which in turn will improve the users’ ability to understand and effectively manage these critical and threatened water resources.

Workshop Recommendations and Feedback

This 2023 SWOT Applications Workshop provided an opportunity to share early experiences with SWOT data and insight into integration of the data into operational and decision-support workflows and models (e.g., ocean circulation and hydrologic, hydrodynamic, and decision support). Understanding how EAs integrate SWOT data and the associated challenges is critical to provide a clear analytical path for assessing the value of SWOT’s observations.

Integrating satellite observations into models enhances the model’s capability to forecast natural phenomena and monitor remote or inaccessible regions, expanding modeling capabilities dynamically and spatially. The EA-user community shared information on the potential of incorporating SWOT data into local- or community-wide models or modeling systems. SWOT’s high-resolution data – particularly from the KaRIn instrument – can enhance the precision of hydrology and ocean models by enabling detailed simulations of water dynamics. This includes accurate mapping of freshwater bodies and SSH. Both these measurements are crucial for managing water resources, predicting floods, and understanding ocean circulation patterns. The incorporation of SWOT data into model systems enables significant advancement and insights that can inform environmental management policies and practices by supporting more informed decision-making.

Although the SWOT nadir altimeter data products are being operationally produced and distributed through the data centers, the new data products from the novel KaRIn instrument continue to be assessed. An entire year of data is necessary for a more comprehensive assessment of value, ease of use, and degree to which SWOT data will impact operations and decision-making.

Throughout the workshop, EAs shared their experiences and specific needs in regard to early use of SWOT data in their modeling frameworks. Overall impressions were positive, but the actual use of SWOT beta product data was limited to a few projects (e.g., NRL, Sofar Ocean, and Copernicus Marine Service). Overall, the meeting participants supported the need for lower-latency products.

In the coming year, the impact of SWOT data with lower 21-day science orbital repeat frequency and latency on various applications will be understood further. Ultimately, the most important feedback from SWOT EAs is yet to come.

SWOT has the potential to provide invaluable information to operational user communities through its ability to advance understanding of global surface water dynamics. The SWOT Applications Program has successfully engaged a diverse cohort of agencies and the commercial sector to support integrating SWOT data into operational workflows. Moving forward, the program aims to highlight societal benefits, support applied research in hydrology and oceanography, expand user engagement, and provide ongoing training to maximize the effective use of fully validated SWOT data products.

Conclusion

The 2023 SWOT Applications meeting was a successful and timely engagement opportunity, further strengthening the connection between the different collaborating organizations. Many EAs demonstrated early ingest of the preliminary release of KaRIn data, with some having already started using the nadir altimeter data in their operational processes. Engagement will continue as more data, including pre-validated and validated science products, become regularly available with support to the EA community.

Future SWOT Application activities will include continued communication at community meetings and conferences as well as with a broader audience to engage new users for both applied research and operational activities through workshops, hackathons, and telecons. The SAWG will continue working with EAs and the applied and operational user communities to identify and apply value of SWOT to support decision makers and operational agencies.

NASA and CNES data distribution centers will continue to train users in cloud data access, data formats, and preferred formats for different topics, as well as provide EA feedback to improve data products and platform services. NASA and CNES will continue to work with EAs to overcome technical hurdles, help complete their projects, and generate high-impact success stories, as well as expand the extent of SWOT EAs and applied science users to build recognition of SWOT among practitioners.

Black Separator Line

Acknowledgment: The author wishes to acknowledge the contribution of Stacy Kish [NASA’s Goddard Space Flight Center (GSFC)/Global Science and Technology, Inc. (GST)] for her editing work to reduce/repurpose the full summary report to create a version suitable for the context of The Earth Observer.

Black Separator Line

Margaret Srinivasan
NASA/Jet Propulsion Laboratory, California Institute of Technology
margaret.srinivasan@jpl.nasa.gov

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      Featured Speaker: The Honorable Al Gore
      Kirschbaum then introduced Al Gore – shown in Photo 1 – whom she described as an environmental advocate and a central figure in advancing public discourse on climate and sustainability. Following Gore’s many years of political service, he confronted the world with “An Inconvenient Truth,” a documentary on climate change that helped raise global awareness of the worsening state of Earth’s climate. For these efforts, Gore received the Nobel Peace Prize on October 12, 2007.
      Photo 1. Former U.S. Vice President Al Gore was the featured speaker at the Engage session on October 16, 2024. In addition to overall discussion of NASA’s Earth observing fleet and how Earth observations are used to investigate Earth’s changing climate, Gore’s remarks included reminiscences about his involvement in the Triana mission, which NASA canceled, then later revived and revised becoming known as DSCOVR – a NASA–NOAA partnership. See related article, “Summary of the 10th DSCOVR EPIC and NISTAR Science Team Meeting,” to learn more about DSCOVR and its scientific achievements over a decade in space. Photo credit: Travis Wohlrab [NASA’s Goddard Space Flight Center (GSFC)] Kirschbaum continued that Gore played a pivotal role in inspiring Triana , a NASA Earth science mission that would provide a near continuous view of Earth and measure Earth’s complete albedo while orbiting the first Sun–Earth Lagrange Point (hereinafter referred to as “the L1 point”). While Triana was canceled, the concept would live on and ultimately transition into the NASA–NOAA DSCOVR mission, which celebrates the 10th anniversary of its launch in February 2025. Gore made brief remarks at the opening session of the 10th DSCOVR Science Team meeting earlier in the day before coming to this meeting. A full “Summary of the 10th DSCOVR EPIC/ NISTAR Science Team Meeting” is published as a separate article in The Earth Observer.
      Gore began by thanking all who worked on DSCOVR and other missions at NASA and NOAA. He thanked Makenize Lystrup [GSFC—Center Director] and the team for welcoming him. He also acknowledged the DSCOVR project leaders from GSFC: Adam Szabo [DSCOVR Project Scientist (PS)], Alexander Marshak [DSCOVR Deputy PS], Jay Herman [Earth Polychromatic Imaging Camera (EPIC) Instrument Scientist], Richard Eckman [National Institutes of Health’s Advanced Radiometer (NISTAR) Instrument Scientist], and all those who worked on the mission.
      Gore reminisced about when the Triana mission was put into storage in 2001. He remembered his former Senate colleague, Barbara Mikulski [longtime MD Senator] assuring him that they would “feed [the satellite] space snacks” and take care of it until it was ready to use – which ultimately happened in 2008. He also acknowledged those who’ve worked on the DSCOVR mission since launch to extend its capabilities. He also recognized Francisco Valero [former Triana Principal Investigator] who was at University of California, San Diego’s Scripps Institute of Oceanography at the time, and was integral in championing the first iteration of this mission (i.e., Triana), as well as Alan Lazarus [Massachusetts Institute of Technology (MIT)—Research Scientist], who helped design DSCOVR’s solar particle sensor. (Jay Herman was also involved in Triana.) He also mentioned how Bill Nelson chaired the House Space Subcommittee contemporaneously to when Gore chaired the Senate Space Subcommittee.
      Gore acknowledged that DSCOVR is just one member of NASA’s fleet of Earth observing satellites – see Figure 1 er– plus those of domestic and international partners. What’s unique about DSCOVR, however, is its location – orbiting the L1 point, nearly one million miles (1.1 million km) away from Earth.
      Figure 1. [Top] NASA’s Earth Observing Fleet consists of over 20 satellite missions that, with one exception, continuously monitor our home planet from polar or low Earth orbit – including several installed on the International Space Station. The exception is the Deep Space Climate Observatory (DSCOVR) which orbits the first Earth–Sun Lagrange point in the Earth–Sun system [bottom], about 1 million mi (~1.1 million km) from Earth [bottom]. This gives the mission’s two Earth-observing instruments (EPIC and NISTAR) a unique vantage point for observing the full sunlit Earth. [Bottom] Some version of the placeholder diagram above showing DSCOVR orbiting the L1 point between Sun and Earth, 1 million miles from Earth.  Figure credit: TBD It can be argued that the modern environmental movement – which resulted in the development NASA’s Earth Observing System and other Earth observing missions – was inspired by a single image – “Earthrise,” which NASA Astronaut Bill Anders took of Earth on Christmas Eve 1968 during the Apollo 8 mission. The adage that “a picture is worth 1000 words” proved true in this instance as this single image changed how society viewed Earth, opening society’s awareness to the fragility and beauty of our home planet. Four years later, on Christmas Eve 1972, the first “Blue Marble” image was released, having been taken by Apollo-12 astronauts, as the spacecraft approached the Moon. (The image inspired subsequent “Blue Marble” images created using composites of satellite data.)
      Per the Wikipedia page linked above, “The [Blue Marble image] has been identified as one of the most widely publicized and influential images since its release – particularly in the advocacy for environmental protection.”
      Gore mentioned this in his remarks and stressed that this iconic image helped inspire the Triana/DSCOVR concept. This mission has helped scientists develop a more “complete picture” of Earth. He noted that today, DSCOVR/EPIC obtains a new “Blue Marble” (i.e. a full-disc image of Earth) every fifteen minutes – e.g., a set of images of Africa obtained on the 50th anniversary to mimic the original image from Apollo 12. Gore said that we learn so much about Earth from observing it from above (e.g., cloud dynamics, heating, vegetation, and the concentrations of ozone, sulfur dioxide, and particulate matter in the atmosphere). More than 100 peer-reviewed papers have been published on the unique science done at the L1 point by DSCOVR.
      Gore said that DSCOVR – along with the rest of NASA’s Earth observing fleet – has produced a treasure trove of information that makes it possible to make the invisible, visible. What was once a mystery can now be explained with scientific data. When DSCOVR was proposed in 1998, the scientific community was on the verge of a technological explosion via the Internet that would allow the collection, storage, processing, and display of untold mountains of information about Earth. It has now evolved even further with the advent of Artificial Intelligence (AI), leading to another potential information explosion just at the time when having such information is crucial.
      “We are in the midst of a violent collision between our current society’s organization and the surprisingly fragile ecological systems on which human flourishing depends,” said Gore.
      As the participants convened to celebrate the 10th anniversary of DSCOVR, he encouraged those present to think about how this data can be applied to address the incredible challenges of our generation – chief among them the Earth’s rapidly changing climate.
      “It’s hard to grapple with just how serious the [situation] is,” said Gore. However, he noted that, “Mother nature is a persuasive advocate. She has our attention!”
      He cited the two hurricanes – Helene and Milton – that impacted the U.S. in the weeks prior to this event. Despite the ever-present threat, Gore also pointed to the problematic “assault on funding” for science throughout the Federal budget. To address this need, Gore spoke of the growing need for private–public partnerships to address the imposing climate crisis.
      Gore discussed how Climate TRACE, the organization he cofounded, is harnessing NASA data and fusing it with other sources to pinpoint the sources of GHGs. Climate TRACE has determined the 500 million most relevant point sources, along with metadate (data describing the data). In essence, Climate TRACE seeks to reverse-engineer the GHG levels based on other environmental variables. He said that the newest Climate TRACE dataset will be released on November 14, 2024 at COP-29. Gore acknowledged that NASA [Jet Propulsion Laboratory (JPL)] contributes data and conducts analysis of data used in Climate TRACE.
      Quoting Lord Kelvin, Gore said, “you can only manage what you measure,” noting that our society has been having trouble managing global warming to date. However, thanks to organizations like NASA, our society is gaining the ability to measure it accurately.
      Gore then referenced John F. Kennedy’s famous speech at Rice University in 1961 that is most remembered for the line about “going to the Moon in this decade.” But in that speech Kennedy also said, “We set sail on this new sea, because there is new knowledge to be gained and new rights to be won. And they must be won and used for the progress of all people.”
      Gore applied this quote to the ongoing study of Earth’s climate. He said that our society is continuing to “sail on this new sea.” He gave kudos to all the people at NASA who are seizing all the opportunities to gather and reflect on “new knowledge” and apply it to issues directly relevant to societal flourishing.
      Gore concluded by saying that the DSCOVR mission is a great example of combining scientific discovery and public enlightenment. It has been incredibly successful, and he feels it should be extended, counting on scientists to expand our access to the knowledge we need to ensure the survival of human civilization.
      “If you ever doubt we have the political will to make changes,” said Gore, “just remember that political will is itself a renewable resource.”
      After a standing ovation from the audience, Kirschbaum thanked Gore for his remarks and his continued support of the Earth science community.
      Panel Discussion on the Future of Earth Science Remote Sensing
      Kirschbaum then transitioned to the panel discussion. She reflected on how we live with the impacts of climate every day – e.g., air quality impacting students, hurricanes impacting coastlines and coastal communities, shifting storm patterns impacting farmers.
      Since its inception in 1958, NASA has been a leader in studying Earth. The agency makes critical observations from space, aircraft, and the ground to understand climate change. NASA researchers integrate this information into climate models to understand the past, represent the present, and project the future state of our home planet.
      Kirschbaum said that today’s panel discussion focuses on the future. While questions remain, she emphasized that the agency works with partners on opportunities to do things differently and open new possibilities. She then introduced three NASA scientists, who also provide leadership beyond the walls of NASA.
      Miguel Román[GSFC Earth Sciences Division—Deputy Director for Atmospheres]; Lesley Ott [GSFC—Project Scientist for the U.S. Greenhouse Gas Center]; and John Bolten [GSFC—Chief of Hydrological Sciences Branch]. She asked each panelist – shown in Photo 2 – to start with by sharing a bit of their story with the audience to give some initial insights into their work and background on how they themselves became interested in studying climate.
      Photo 2. Following Gore’s remarks, there was a panel discussion entitled “Remote Sensing and the Future of Earth Observations.” Dalia Kirschbaum [GSFC—Director of Earth Sciences Division – left] moderated the discussion, directing questions to the three panelists seated to her right [left to right]: Miguel Román [GSFC Earth Sciences Division—Deputy Director for Atmospheres]; Lesley Ott [GSFC—Project Scientist for the U.S. Greenhouse Gas Center]; and John Bolten [GSFC—Chief of Hydrological Sciences Branch]. Photo credit: Travis Wohlrab Román began his career as an intern at NASA. After rising through the ranks, he left NASA to work in private industry before recently returning to GSFC. Originally from Puerto Rico, Román has been “inside the walls of a hurricane six times in his life.” He said that American citizens are increasingly experiencing what he experienced as a youth. He noted that two things happen when one in the middle of a hurricane – barometric pressure drops (ears pop) and there is a distinctive hissing sound.
      Román said the term hurricane is derived from a Taino word. He explained that in Puerto Rican folklore, Juracán (i.e., the “evil” Goddess of wind – especially hurricanes) was in opposition to Yucahu (i.e., the “good” God of creation, agriculture, peace, and tranquility).
      “The hissing winds of Juracán now reverberate across Florida, “ said Román—see Figure 2.
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      Figure 2.  Animation of brightness temperature data obtained by the Atmospheric Infrared Sounder (AIRS) on NASA’s Aqua mission, showing Hurricane Milton as it approached and impacted Florida in October 2024. Colder temperatures (blues) are associated with the tops of high clouds, so the storm track stands out from the warmer temperature over the waters of the Gulf of Mexico.
      Figure credit: TBD
      He stressed that these winds are “different” – more intense – than the ones dealt with in the past. He added that we now have “land hurricanes” – called derechos, which are intense, widespread, and fast-moving lines of storms.
      Ott said that, in a sense, “science chose her.” She was raised by two scientists who met while studying physics. But she chose to study meteorology because it seemed to her to be the most ‘personal’ of the sciences. As Kirschbaum alluded to in her remarks earlier, weather impacts us all – physically and even emotionally. She loved this aspect of weather and wanted to understand the science behind the “air that we all swim in.”
      “Weather seems to be less in background and more on the ‘front page’ these days,” said Ott. “We regularly hear news stories about superstorms and devastating fires. We’re all increasingly impacted by extreme weather.”
      She also spoke about the ‘untold’ costs of climate change (e.g., lost school days, lost wages, not knowing if your home will survive a natural disaster), which has impacted how Ott practices meteorology. While she is a meteorologist, Ott doesn’t work on weather prediction. Instead, she uses the same kind of predictive models that are used for weather forecasting to focus on GHGs, which could help society navigate the realities of a changing planet.
      In her work, Ott tracks how climate changes – for better or worse. While the trend toward a warming world (climate) fuels more frequent and powerful extreme events (weather), e.g., heat waves, droughts, and storms, there are exceptions achieved through intentional human intervention – e.g., the recovery of the ozone hole (bought about through enforcement of the Montreal Protocol and its Amendments) and improvements of air quality. Both of these examples of positive change illustrate the value of international collaboration to address environmental issues. Ott said that research efforts can help to “track the future of the planet,” leading to more positive changes. Extending these positive changes to GHGs will help communities more effectively plan for and respond to a rapidly changing world.
      Bolten began by saying that he comes from Wood County WV and is the youngest of five boys. He could see the Ohio River from his kitchen window where he swam and canoed. Bolten explained that Wood County is in an area known as chemical valley, because a large number of chemical plants in the region provide important products for the world. These plants employ many of the people living in the region.
      Bolten’s father designed wastewater treatment systems for these chemical plants and passed along a deep appreciation of the impact humans can have on the environment. Similarly, Bolten spent many years enjoying the Ohio River and West Virginia wilderness, which instilled in him the value of protecting our freshwater resources. He grew up immersed in the environment and wanted to contribute to the greater good of society and make a positive difference in the world. He said that NASA is championing these same core values as an innovator and leader in Earth System Science. Bolten thanked Gore for spurring public discourse around climate.
      Question and Answer Session
      Kirschbaum began the Q&A session with several prepared questions followed by questions from both in-person and virtual participants – along with some more interspersed comments from the guest of honor.
      Kirschbaum posed the first question to Román: How do you see GSFC (NASA) advancements in tech and science helping us to predict extreme weather (e.g., heatwaves and hurricanes)?
      Román began his answer by stating that NASA’s EOS era is coming to an end – after more than two decades of observations. NASA’s EOS flagship missions – Terra, Aqua, and Aura – have each far exceeded their scheduled mission life. While scientists and engineers work together to extend the function as long as possible, practical realities (e.g., fuel supply, orbit decay) dictate that all the satellites must be decommissioned in the next few years. The EOS era has taught NASA and its partners many lessons about how to operate under what he described as “an accelerated set of extreme climate events.”
      “We simply could not have anticipated some of things we’re facing now when the EOS missions were designed,” said Ramon, citing the development of derechos and the rapid intensification of tropical cyclones.
      The EOS mission instrument teams developed a whole Earth observing technology toolbox on the fly. For example, scientists learned that while microwave sounders work well over water, these instruments face challenges over land due to surface emissivity variations. Infrared (IR) sounders, on the other hand, provide valuable data over all surfaces during clear conditions, but they can’t penetrate thick clouds. Investigators combined both measurements, producing a powerful tool for observing the changing Earth system and beginning to quantify the impact of those changes.
      While it is sad to see the EOS era end, Román said that NASA is entering an exciting new era where new technologies will allow for miniaturization of sounders. He also mentioned new observing technologies, such as the Hyperspectral Microwave Photonic Instrument (HyMPI) . The microwave sounders currently flying – which are part of NASA’s current Program of Record – retrieve atmospheric profiles with approximately 20 vertical layers. By contrast, HyMPI can produce as many as 1000 layers, offering enhanced thermodynamic sounding skill in the Earth’s planetary boundary layer (PBL) – the first 2 km (~1 mi) of the atmosphere – over conventional microwave sounders from the current Program of Record.
      Román emphasized that the PBL is an area that is still poorly observed and understood. This lowest level of the atmosphere is where humans and other plants and animals live – and where most climate impacts occur. It is thus vitally important to improve our understanding of the PBL. To emphasize this point, Román cited that one million stillbirths can be linked to tropospheric ozone pollution every year. The encouraging news is that NASA’s data can inform public health policy to help mitigate these harmful impacts.
      “The problem is an integrated one,” said Román, “and the Earth System Observatory (ESO) is designed for all of its missions to be integrated.”
      Román stressed that the climate challenges are complex, and ESO provides a model for all future campaigns to integrate many approaches to solve big problems.
      Kirschbaum directed the next question to Ott: As the NASA leader of the U.S. Greenhouse Gas Center, where do you see NASA making contributions?
      Ott responded that there has been tremendous innovation and advancement in the field of Earth observations over the past several decades – i.e., during the EOS era. As Al Gore alluded to in his earlier remarks, increasingly, this innovation comes from the pairing of private sector with the public data from satellites, aircraft campaigns, and ground networks that provide the infrastructure that companies need to test and improve new approaches.
      NASA has also played a foundational role in developing the systems approach to studying Earth. For example, half of human-produced emissions (sources) of carbon dioxide (CO2) are absorbed by vegetation and the ocean (sinks). It remains unclear how long this balance will continue, however. NASA aims to bring together different measurements of vegetation, ocean productivity, and gases in the atmosphere and make them readily available to the public. A wholistic approach to climate requires input from multiple satellites to successfully model changes in the concentration GHGs throughout the Earth system. To achieve this goal, the best from the government (e.g., NASA data) needs to merge with private industry to produce consistent long term data records that people can trust.
      Kirschbaum agreed that delivering trusted information and providing foundational datasets are core activities for NASA, and used that to segue to the next question, which she addressed to Bolten: NASA (GSFC) sits at the nexus of satellite observations and modeling. Where do you see progress of Earth Science to Action particularly in area of water quality?
      Bolten said that the first image of Earth was obtained 78 years ago in 1946. It happened somewhat by chance. Soldiers and scientists at White Sands Missile Range strapped a camera to a captured German V2 rocket, and they were fortunate to get a clear image of Earth. Fast forward to today, NASA has a fleet of more than 20 Earth-observing satellites – see Figure 1 [top] – that provide routine Earth observations. These data are vital for understanding our home planet, and for decision making. The observations from these satellites can be analyzed and used to inform decisions about Earth.
      The Electronic Numerical Integrator and Computer (ENIAC) was created the same year as the first Earth image. He noted that ENIAC took up an entire room. Today, his smart phone, which fits in his pocket, is more than 230 million times faster than ENIAC – driving home the point that technology has advanced beyond what most could imagine. Bolten also noted that 2024 is NASA’s Year of Open Science.
      Bolten said that his job focuses on food and water insecure areas, which often correlates with areas that lack data infrastructure. There is a vital need to strategically integrate open science and cloud-based services.
      “We can’t do this [work] in a bubble,” said Bolten. “We must work together.”
      Kirschbaum elevated a question from an attendee: There have been various climate change scenarios that have been offered as possibilities. Which one seems most likely to you to be correct?
      Ott explained that the worst- or best-case scenarios are usually outliers (i.e., the conditions in the “real world” typically lie somewhere in between the extremes). She commented that we’ve seen a large climate change investment from the Biden Administration. Those kinds of investments will have impact and have the power to change the trajectory for the future. Part of what NASA does is to show the world that the data we collect does make a tangible difference. That gives society reason for hope. The point of U.S. Greenhouse Gas Center is to bring together all these GHG observations in one place to analyze them and study them to show that we’re making progress on confronting this challenging issue. The objective is to create tangible evidence that, “when we take action, we can change things.”
      As if to underscore Ott’s point, Gore responded during her presentation that he believes that public choice does significantly impact how the future unfolds.
      “What we decide has consequences,” he said. 
      Gore is convinced the issue of our changing climate could be addressed if our society made up our collective mind to do it and then committed ourselves to take the decisive action needed to make that decision a reality in the near future.
       “The future is really up to us,” said Gore.
      The final three questions came from online participants.
      How can NASA improve its messaging?
      Bolten replied that this is a question that comes up repeatedly in the context of NASA outreach and communications. In the context of today’s discussion, he suggested the need to produce information that is not just useful but also usable (i.e., it can be applied in ways that directly benefit society). As an example, he pointed to the use of machine learning to model a flash flooding event in Ellicott City, MD (described in a 2020 article in Journal of Hydrometeorology) where waters rose from a normal levels to a devastating flash flood in about seven minutes – see Photo 3. Bolten continued that transparency, as well as connecting to people’s motivations, are keys to being more successful with NASA’s messaging.
      Photo 3. In May 2018 devastating floodwaters impacted the town of Ellicott City, MD. Water levels in the small basin above the down rose from normal levels to flash flooding in seven minutes.  Figure credit: NOAA’s Physical Science Laboratory What big challenges could NASA turn to an opportunity to address climate change?
      Román said that advances in forecasting on seasonal to sub-seasonal scales are key areas of focus for studies of Earth’s atmosphere. He noted that it is important to have observations and understand these observations to model events. For sub-seasonal prediction, we need to understand stratospheric dynamics and the chemistry going on in the upper troposphere and lower stratosphere.
      “Major fires and volcanic eruptions create massive changes in the atmosphere,” said Román. “We can’t see them like we can when we view a Landsat image.”
      One tool that could help us with sub-seasonal forecasting is the Stratosphere Troposphere Response using Infrared Vertically-resolved light Explorer (STRIVE) mission, which is one of four mission proposals for the first Earth System Explorer missions chosen for initial Phase A study. This mission aims to examine the interaction between the upper troposphere and the lower stratosphere. In particular, STRIVE will make observations of Earth’s limb (i.e., a narrow slice of atmosphere), which can help scientists gain insight into aerosol loading. According to Román, this data will be key to getting an accurate 30-day forecast. He referred to this information as the “holy grail” in terms of preparedness and resilience by improving early warnings for extreme weather. Some nations are limited to only using Doppler radar and if it fails, they are essentially blind to what is coming.
      Kirschbaum cited NASA’s AOS mission, which will be part of ESO, as another example of an important new measuring capability. This mission will represent the “next generation” for precipitations and aerosol observations. Scientists can use the data collected to understand how these phenomena interact with each other and with other atmospheric constituents to form storms.
      “AOS will be the baseline while STRIVE would be the bottom line,” concluded Román.
      What is the path forward to develop capacity for new observations while still maintaining high-quality, long-term time series and making the data accessible to the public?
      Ott cited the Carbon Mapper coalition as a current example where such a balance is being achieved/. Carbon Mapper made its first light images available to the public last week. This mission brings together a unique coalition of partners (including NASA/JPL and Planet, a private company) to develop and deploy two satellites with capabilities to detect and quantify methane (CH4) – e.g., see Figure 3 – and CO2 super-emitters at a level of granularity needed to support direct mitigation action.
      Figure 3. On December 4, 2024, the Tanager–1 satellite detected methane (CH4) plumes streaming downwind from oil and gas facilities in the Permian Basin (in west Texas and southeast New Mexico). This is one of more than 300 images of CH4 super-emitters from the oil and gas, coal, waste, and agriculture sectors across 25 countries that were released in February 2025. Tanager–1 launched in August 2024 and is the first satellite developed by the Carbon Mapper coalition between Planet (a private company) and NASA/Jet Propulsion Laboratory (JPL) and other partners. Planet owns, launched, and operates the satellite, which is equipped with technology from JPL. Figure credit: Carbon Mapper NASA’s investments in technology via its Earth Science Technology Office (ESTO) have enabled new airborne instruments that can be deployed in partnership with industry to demonstrate the quality of present-day satellite technologies and to provide a pathway toward next generation technologies. She stressed that the Federal government continues to play a crucial role in establishing standards and ensuring data integrity and continuity. NASA, for example, invests in ground-based systems and data services that help enable the commercial satellite industry. Long-term continuity of measurements is essential to connect new observations to existing ones. In this way, we can enable the continuing rise of NewSpace, while still providing foundational integrity and stability of the long-term climate data records that NASA and other Federal agencies maintain. This framework helps tie all the NewSpace endeavors together.
      Gore cited an example of a public–private partnership that happened in the past. He commented that in 1998 (the same year that Triana was proposed) he was also involved in proposal for Digital Earth. The guiding vision behind Digital Earth was to be able to hover over any point and drop down through successively more detailed layers. NASA contracted with a company called Keyhole, which Google acquired in the early 2000s. Gore raised this example to point out that Google Earth is the result of those initial efforts.
      Gore also connected this discussion to his work on Climate TRACE, which he had mentioned in his remarks earlier as a current example of public–private partnership. He stated that while we can see CH4 from space, the resolution is relatively low, i.e., a wide area must be scanned to get a CH4 measurement) and higher resolution is required to identify specific (or point) sources of CH4. Climate TRACE offers such higher resolution CH4 measurements, allowing researchers to focus more on identifying specific sources of pollution. By contrast the atmosphere is so enriched with CO2 that the signal-to-noise ratio is too high to measure the gas from space. For CO2 analysis, Climate TRACE uses AI to fuse together various images to allow CO2 to be detectable. The resulting measurements are precise enough to detect ripple ponds created by rotating fan blades.
      Closing Remarks
      Dalia Kirschbaum closed the meeting by thanking the guest of honor, Al Gore, once again for coming to the GSFC event. Gore not only spoke but was an active participant who demonstrated his knowledge of this subject area gained from years of experience working on climate issues. She quipped that “he’s the only former Vice President ever to use the Term signal-to-noise ratio correctly when talking to scientists.”.
      Kirschbaum also thanked everyone who participated in this event – including the over 800 online participants. While the discussions today offered numerous glimpses into the future of Earth remote-sensing observations, this information barely scratches the surface of all the work being carried out by scientists and engineers at NASA to make these plans a reality. She thanked all of those who work at NASA – who often put in long hours, quietly, behind the scenes without much recognition – for the work they do daily to enable NASA’s mission.
      Alan B. Ward
      NASA’s Goddard Space Flight Center/Global Science & Technology Inc.
      alan.b.ward@nasa.gov
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