{"id":10885,"date":"2024-05-08T00:03:10","date_gmt":"2024-05-08T04:03:10","guid":{"rendered":"https:\/\/zobi.alcowep.com\/bourtagshdrevxnls658739\/international-swot-mission-can-improve-flood-prediction\/"},"modified":"2024-05-08T00:03:10","modified_gmt":"2024-05-08T04:03:10","slug":"international-swot-mission-can-improve-flood-prediction","status":"publish","type":"post","link":"https:\/\/zobi.alcowep.com\/bourtagshdrevxnls658739\/international-swot-mission-can-improve-flood-prediction\/","title":{"rendered":"International SWOT Mission Can Improve Flood Prediction\u00a0"},"content":{"rendered":"<h2 style=\"text-align: center;\">International SWOT Mission Can Improve Flood Prediction\u00a0<\/h2>\n<p><!-- no image --><\/p>\n<div class=\"hds-article-hero-header nasa-gb-align-full bg-carbon-90 width-full maxw-full color-mode-dark hds-module hds-module-full wp-block-nasa-blocks-article-hero-header\">\n<div class=\"hds-cover-wrapper width-full maxw-full minh-tablet grid-container minh-tablet flex-column padding-0\">\n<div class=\"hds-foreground-wrapper display-flex flex-direction-column\">\n<div class=\"grid-container grid-container-block margin-top-auto width-full maxw-desktop-lg padding-y-9 padding-x-3 desktop:padding-x-0 z-400\">\n<div class=\"z-400 grid-col-12 tablet:grid-col-12 desktop:grid-col-7 z-400\">\n<div class=\"margin-0\">\n<div class=\"label color-spacesuit-white margin-bottom-2\">6 Min Read<\/div>\n<h1 class=\"heading-41 line-height-md color-spacesuit-white-important\">\n\t\t\t\t\t\t\t\tInternational SWOT Mission Can Improve Flood Prediction\u00a0\t\t\t\t\t\t\t<\/h1>\n<\/div>\n<\/div>\n<div class=\"grid-col-12 tablet:grid-col-12 desktop:grid-col-5\"><\/div>\n<div class=\"skrim-overlay skrim-left mobile-skrim-top z-200\"><\/div>\n<figure class=\"hds-media-background  \"><img fetchpriority=\"high\" decoding=\"async\" width=\"953\" height=\"536\" src=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?w=953\" class=\"attachment-1536x1536 size-1536x1536\" alt=\"An aerial photo of a flooded neighborhood in North Dakota\" block_context=\"nasa-block\" srcset=\"https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg 953w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?resize=300,169 300w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?resize=768,432 768w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?resize=400,225 400w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?resize=600,337 600w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/1-the-mouse-souris-river-flooding-the-city-of-width-1024.jpg?resize=900,506 900w\" sizes=\"(max-width: 953px) 100vw, 953px\" loading=\"eager\"><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"padding-y-3 padding-x-3\">\n<div class=\"grid-container grid-container-block padding-x-0\"><figcaption class=\"hds-caption maxw-mobile\">\n<div class=\"hds-caption-text p-sm margin-0 color-carbon-30\">\n<div><figcaption>Flooding on the Souris River inundated this community in North Dakota in 2011. The U.S.-French SWOT satellite is giving scientists and water managers a new tool to look at floods in 3D, information that can improve predictions of where and how often flooding will occur.<\/figcaption><\/div>\n<\/div>\n<\/figcaption><\/div>\n<\/div>\n<\/div>\n<h3 class=\"wp-block-heading\">A partnership between NASA and the French space agency, the satellite is poised to help improve forecasts of where and when flooding will occur in Earth\u2019s rivers, lakes, and reservoirs.<\/h3>\n<p>Rivers, lakes, and reservoirs are like our planet\u2019s arteries, carrying life-sustaining water in interconnected networks. When Earth\u2019s water cycle runs too fast, flooding can result, threatening lives and property. That risk is increasing as climate change alters precipitation patterns and more people are living in flood-prone areas\u00a0<a href=\"https:\/\/earthobservatory.nasa.gov\/images\/148866\/research-shows-more-people-living-in-floodplains\" rel=\"noopener\">worldwide<\/a>.<\/p>\n<p>Scientists and water managers use many types of data to predict flooding. This year they have a new tool at their disposal: freshwater data from the Surface Water and Ocean Topography (<a href=\"https:\/\/swot.jpl.nasa.gov\/\" rel=\"noopener\">SWOT<\/a>) satellite. The observatory, a collaboration between NASA and the French space agency, CNES (Centre National d\u2019\u00c9tudes Spatiales), is measuring the height of\u00a0<a href=\"https:\/\/www.jpl.nasa.gov\/news\/joint-nasa-cnes-water-tracking-satellite-reveals-first-stunning-views\" rel=\"noopener\">nearly all water surfaces<\/a>\u00a0on Earth. SWOT was designed to measure every major river wider than about 300 feet (100 meters), and preliminary results suggest it may be able to observe much smaller rivers.<\/p>\n<div class=\"hds-media hds-module wp-block-image\">\n<div class=\"margin-left-auto margin-right-auto nasa-block-align-inline\">\n<div class=\"hds-media-wrapper margin-left-auto margin-right-auto\">\n<figure class=\"hds-media-inner hds-cover-wrapper hds-media-ratio-none \"><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"719\" src=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?w=1280\" class=\"attachment-2048x2048 size-2048x2048\" alt=\"A visual map of data from monsoon rains in northeast Bangladesh\" block_context=\"nasa-block\" srcset=\"https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg 1280w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=300,169 300w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=768,431 768w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=1024,575 1024w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=400,225 400w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=600,337 600w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=900,506 900w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1a-bangladesh-figure-complete-16-width-1280.jpg?resize=1200,674 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\"><\/a><\/figure><figcaption class=\"hds-caption padding-y-2\">\n<div class=\"hds-caption-text p-sm margin-0\">Flooding from monsoon rains covers a wide region of northeast Bangladesh in this Oct. 8, 2023, image showing data from SWOT. The U.S.-French satellite is the first to provide timely, precise water surface elevation information over entire regions at high resolution, enabling improved flooding forecasts.<\/div>\n<\/figcaption><\/div>\n<\/div>\n<\/div>\n<p>Stream gauges can accurately measure water levels in rivers, but only at individual locations, often spaced far apart. Many rivers have no stream gauges at all, particularly in countries without resources to maintain and monitor them. Gauges can also be disabled by floods and are unreliable when water overtops the riverbank and flows into areas they cannot measure.<\/p>\n<p>SWOT provides a more comprehensive, 3D look at floods, measuring their height, width, and slope. Scientists can use this data to better track how floodwaters pulse across a landscape, improving predictions of where flooding will occur and how often.<\/p>\n<div class=\"hds-media hds-module wp-block-image\">\n<div class=\"margin-left-auto margin-right-auto nasa-block-align-inline\">\n<div class=\"hds-media-wrapper margin-left-auto margin-right-auto\">\n<figure class=\"hds-media-inner hds-cover-wrapper hds-media-ratio-none \"><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?w=1280\" class=\"attachment-2048x2048 size-2048x2048\" alt=\"A visual map from above of river slope data from California's Sacramento River.\" block_context=\"nasa-block\" srcset=\"https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg 1280w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=300,169 300w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=768,432 768w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=1024,576 1024w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=400,225 400w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=600,338 600w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=900,506 900w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e1b-sacramentoslope-figure-may32024-16-width-1280.jpg?resize=1200,675 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\"><\/a><\/figure><figcaption class=\"hds-caption padding-y-2\">\n<div class=\"hds-caption-text p-sm margin-0\">SWOT river slope data \u2014 like that depicted here for California\u2019s Sacramento River \u2014 can improve predictions of how fast water flows through rivers and off landscapes. To calculate slope, scientists subtract the lower water elevation (right) from the higher one (left) and divide by segment length.<\/div>\n<\/figcaption><\/div>\n<\/div>\n<\/div>\n<h3 class=\"wp-block-heading\"><strong>Building a Better Flood Model<\/strong><\/h3>\n<p>One effort to incorporate SWOT data into flood models is led by J. Toby Minear of the Cooperative Institute for Research in Environmental Sciences (CIRES) in Boulder, Colorado. Minear is investigating how to incorporate SWOT data into the National Oceanic and Atmospheric Administration\u2019s\u00a0<a href=\"https:\/\/water.noaa.gov\/about\/nwm\" rel=\"noopener\">National Water Model<\/a>, which predicts the potential for flooding and its timing along U.S. rivers. SWOT freshwater data will fill in spatial gaps between gauges and help scientists like Minear determine the water levels (heights) at which flooding occurs at specific locations along rivers.<\/p>\n<div class=\"hds-media hds-module wp-block-image\">\n<div class=\"margin-left-auto margin-right-auto nasa-block-align-inline\">\n<div class=\"hds-media-wrapper margin-left-auto margin-right-auto\">\n<figure class=\"hds-media-inner hds-cover-wrapper hds-media-ratio-none \"><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"853\" src=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?w=1280\" class=\"attachment-2048x2048 size-2048x2048\" alt=\"A photo of a field researcher standing on the edge of a river in New Zealand, setting up a GPS unit on a tripod.\" block_context=\"nasa-block\" srcset=\"https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg 1280w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=300,200 300w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=768,512 768w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=1024,682 1024w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=400,267 400w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=600,400 600w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=900,600 900w, https:\/\/smd-cms.nasa.gov\/wp-content\/uploads\/2024\/05\/e2-swot-new-zealand-cal-val-width-1280.jpg?resize=1200,800 1200w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\"><\/a><\/figure><figcaption class=\"hds-caption padding-y-2\">\n<div class=\"hds-caption-text p-sm margin-0\">UNC-Chapel Hill doctoral student Marissa Hughes levels a tripod to install a GPS unit to precisely measure the water surface elevation of a segment of New Zealand\u2019s Waimakariri River. The measurements were used to calibrate and validate data from the U.S.-French SWOT satellite<\/div>\n<\/figcaption><\/div>\n<\/div>\n<\/div>\n<p>He expects SWOT to improve National Water Model data in multiple ways. For example, it will provide more accurate estimates of river slopes and how they change with streamflow. Generally speaking, the steeper a river\u2019s slope, the faster its water flows. Hydrologic modelers use slope data to predict the speed water moves through a river and off a landscape.<\/p>\n<p>SWOT will also help scientists and water managers quantify how much water lakes and reservoirs can store. While there are about 90,000 relatively large U.S. reservoirs, only a few thousand of them have water-level data that\u2019s incorporated into the National Water Model. This limits scientists\u2019 ability to know how reservoir levels relate to surrounding land elevations and potential flooding. SWOT is measuring tens of thousands of U.S. reservoirs, along with nearly all natural U.S. lakes larger than about two football fields combined.<\/p>\n<p>Some countries, including the U.S., have made significant investments in river gauging networks and detailed local flood models. But in Africa, South Asia, parts of South America, and the Arctic, there\u2019s little data for lakes and rivers. In such places, flood risk assessments often rely on rough estimates. Part of SWOT\u2019s potential is that it will allow hydrologists to fill these gaps, providing information on where water is stored on landscapes and how much is flowing through rivers.<\/p>\n<p>Tamlin Pavelsky, NASA\u2019s SWOT freshwater science lead and a researcher at the University of North Carolina at Chapel Hill, says SWOT can help address the growing threat of flooding from extreme storms fueled by climate change. \u201cThink about Houston and Hurricane Harvey in 2017,\u201d he said. \u201cIt\u2019s very unlikely we would have seen 60 inches of rain from one storm without climate change. Societies will need to update engineering design standards and floodplain maps as intense precipitation events become more common.\u201d<\/p>\n<p>Pavelsky says these changes in Earth\u2019s water cycle are altering society\u2019s assumptions about floods and what a floodplain is. \u201cHundreds of millions of people worldwide will be at increased risk of flooding in the future as rainfall events become increasingly intense and population growth occurs in flood-prone areas,\u201d he added.<\/p>\n<p>SWOT flood data will have other practical applications. For example, insurers can use models informed by SWOT data to improve flood hazard maps to better estimate an area\u2019s potential damage and loss risks. A major reinsurance company, FM Global, is among SWOT\u2019s 40 current\u00a0<a href=\"https:\/\/swot.jpl.nasa.gov\/applications\/early-adopters\/\" rel=\"noopener\">early adopters<\/a>\u00a0\u2014 a global community of organizations working to incorporate SWOT data into their decision-making activities.<\/p>\n<p>\u201cCompanies like FM Global and government agencies like the U.S. Federal Emergency Management Agency can fine tune their flood models by comparing them to SWOT data,\u201d Pavelsky said. \u201cThose better models will give us a more accurate picture of where and how often floods are likely to happen.\u201d<\/p>\n<h3 class=\"wp-block-heading\"><strong>More About the Mission<\/strong><\/h3>\n<p><a href=\"https:\/\/www.jpl.nasa.gov\/news\/nasa-launches-international-mission-to-survey-earths-water\" rel=\"noopener\">Launched<\/a>\u00a0on Dec. 16, 2022, from Vandenberg Space Force Base in central California, SWOT is now in its operations phase, collecting data that will be used for research and other purposes.<\/p>\n<p>SWOT was jointly developed by NASA and CNES, with contributions from the Canadian Space Agency (CSA) and the UK Space Agency. NASA\u2019s Jet Propulsion Laboratory, managed for the agency by Caltech in Pasadena, California, leads the project\u2019s U.S. component. For the flight system payload, NASA provided the KaRIn instrument, a GPS science receiver, a laser retroreflector, a two-beam microwave radiometer, and NASA instrument operations. CNES provided the Doppler Orbitography and Radioposition Integrated by Satellite (DORIS) system, dual frequency Poseidon altimeter (developed by Thales Alenia Space), KaRIn radio-frequency subsystem (together with Thales Alenia Space and with support from the UK Space Agency), the satellite platform, and ground operations. CSA provided the KaRIn high-power transmitter assembly. NASA provided the launch vehicle and the agency\u2019s Launch Services Program, based at Kennedy Space Center, and managed the associated launch services.<\/p>\n<p>For more on SWOT, visit:<\/p>\n<p><a href=\"https:\/\/swot.jpl.nasa.gov\/\" rel=\"noopener\">https:\/\/swot.jpl.nasa.gov\/<\/a><\/p>\n<h4 class=\"wp-block-heading\">News Media Contact<\/h4>\n<p>Jane J. Lee \/ Andrew Wang<\/p>\n<p>Jet Propulsion Laboratory, Pasadena, Calif.<\/p>\n<p>818-354-0307 \/ 626-379-6874<\/p>\n<p><a href=\"mailto:jane.j.lee@jpl.nasa.gov\" target=\"_blank\" rel=\"noreferrer noopener\">jane.j.lee@jpl.nasa.gov<\/a>\u00a0\/\u00a0<a href=\"mailto:andrew.wang@jpl.nasa.gov\" target=\"_blank\" rel=\"noreferrer noopener\">andrew.wang@jpl.nasa.gov<\/a><\/p>\n<p>Written by Alan Buis<\/p>\n<p>2024-060<\/p>\n<p class=\"wpematico_credit\"><small>Powered by <a href=\"http:\/\/www.wpematico.com\" target=\"_blank\" rel=\"noopener\">WPeMatico<\/a><\/small><\/p>\n<p><a href=\"https:\/\/science.nasa.gov\/earth\/climate-change\/international-swot-mission-can-improve-flood-prediction\/\" target=\"_blank\" rel=\"noopener\">Get The Details&#8230;<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A partnership between NASA and the French space agency, the satellite is poised to help improve forecasts of where and when flooding will occur in Earth\u2019s rivers, lakes, and reservoirs. Rivers, lakes, and reservoirs are like our planet\u2019s arteries, carrying life-sustaining water in interconnected networks. 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