{"id":473966,"date":"2026-07-10T04:14:21","date_gmt":"2026-07-09T18:14:21","guid":{"rendered":"https:\/\/science.nasa.gov\/science-research\/earth-science\/principal-investigator-and-quality-assessment-reports-evaluate-umbra-synthetic-aperture-radar-data\/"},"modified":"2026-07-10T04:14:21","modified_gmt":"2026-07-09T18:14:21","slug":"principal-investigator-and-quality-assessment-reports-evaluate-umbra-synthetic-aperture-radar-data","status":"publish","type":"post","link":"https:\/\/www.vibewire.com.au\/?p=473966","title":{"rendered":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data"},"content":{"rendered":"<p>Two new reports from NASA\u2019s Commercial Satellite Data Acquisition (<a href=\"https:\/\/science.nasa.gov\/earth-science\/csda\/\" rel=\"noopener\">CSDA<\/a>) program evaluate data from the Umbra X-band Synthetic Aperture Radar (SAR) satellite constellation for the NASA Earth science research and applications community. The results of these evaluations help to inform NASA program management and the user community about the quality of these commercial data for use in NASA science.<\/p>\n<div id=\"\" 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-contain-16x9 \" style=\"--hds-image-contain-bg:#ffffff;\"><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png\" rel=\"noopener\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1081\" src=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?w=1920\" class=\"attachment-2048x2048 size-2048x2048\" alt=\"\" style=\"transform: scale(1); transform-origin: 50% 50%; object-position: 50% 50%; object-fit: contain;\" block_context=\"nasa-block\" loading=\"eager\" srcset=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png 1920w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=300,169 300w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=768,432 768w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=1024,577 1024w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=1536,865 1536w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=400,225 400w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=600,338 600w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=900,507 900w, https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?resize=1200,676 1200w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/a><\/figure><figcaption class=\"hds-caption padding-y-2\">\n<div class=\"hds-caption-text p-sm margin-0\">NASA\u2019s CSDA program released the Umbra SAR Principal Investigator Evaluation Summary and Umbra SAR Quality Assessment Reports in May 2026. (The cover of the Quality Assessment Report is shown at left.) The results of these evaluations help inform NASA program management about the quality of this commercial data for use in NASA science. At right, a collage of synthetic aperture radar images from Umbra.<\/div>\n<div class=\"hds-credits\">Credit: NASA CSDA program \/ \u00a9 Umbra Lab Inc., 2026. All Rights Reserved<\/div>\n<\/figcaption><\/div>\n<\/div>\n<\/div>\n<p><em>The<\/em>\u00a0<em>CSDA <\/em><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/06\/umbra-pi-evaluation-summary-signed.pdf?emrc=330256\" rel=\"noopener\"><em>Umbra Synthetic Aperture Radar Umbra SAR Principal Investigator Evaluation Summary<\/em><\/a> documents the findings of evaluation teams.\u00a0 The teams \u00a0were given access to the Umbra archive as well as the ability to task the Umbra constellation for new acquisitions. The tasking capability allowed evaluation teams to test the utility of Umbra data in time-sensitive workflows and to monitor areas experiencing rapid change and\/or emergent environmental conditions, such as harmful algal blooms.<\/p>\n<p>Although the Principal Investigator Evaluation Summary supports the use of Umbra SAR data for NASA Earth science research and applications overall, it noted several strengths and weaknesses of the Umbra X-band data. Strengths included access to a very high spatial resolution X-band SAR satellite constellation; taskable access to high temporal repeat opportunities with quick turnaround; imaging flexibility with a range of azimuth and incidence angles; and the company\u2019s Open Data Program. Conversely, the PI teams reported weaknesses, including issues with Umbra geolocation (noting large and small geolocation errors), limited software compatibility, metadata, and some missing technical documentation.<\/p>\n<p>Additionally, <em>the<\/em> <em>CSDA <\/em><a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/06\/umbra-qa-report-signed.pdf?emrc=e6a4d2\" rel=\"noopener\"><em>Umbra Synthetic Aperture Radar Umbra SAR Quality Assessment Report<\/em><\/a> documents the results of radiometric and geometric analyses performed by NASA subject matter experts (SMEs) enlisted to evaluate the fundamental quality of the Umbra data following the Joint NASA\/European Space Agency (ESA) <a href=\"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/06\/joint-eo-mission-qa-assessment-framework-sar-guidelines.pdf?emrc=963bfa\" rel=\"noopener\">assessment guidelines<\/a> (ESA-NASA, 2024).<\/p>\n<p>Performed mainly on the single-look complex (SLC) Level 1 data products in Sensor Independent Complex Data (SICD) format, along with some additional Level 2 products used in science usability assessments by the evaluation team, the CSDA SMEs found the spatial resolution of the data agreed with Umbra\u2019s specifications. However, the quality analysis results for geolocation accuracy did not universally align with the company\u2019s specifications. Given these results, the SME\u2019s concluded that \u201cthe overall positioning performance of the Umbra data did not meet the expected accuracy.<\/p>\n<p>Regarding the radiometric performance of the data, which was assessed in terms of absolute accuracy, stability, and sensitivity, the SMEs found the data \u201cunderperform[ed] relative to that of well-calibrated reference SAR systems.\u201d<\/p>\n<h2 class=\"wp-block-heading\"><strong>About the CSDA Program<\/strong><\/h2>\n<p>The CSDA program was established to identify, evaluate, and acquire data from commercial sources that support the NASA Earth science research and application goals. NASA\u2019s Earth Science Division recognizes the potential impact commercial satellite constellations may have in encouraging\/enabling efficient approaches to advancing Earth System Science and applications development for societal benefit. Commercially acquired data may also provide a cost-effective means to augment and\/or complement the suite of Earth observations acquired by NASA, other U.S. government agencies, and international partners.<\/p>\n<p>To read the reports in full, see the links under \u201cEvaluation\u201d heading on the CSDA\u2019s <a href=\"https:\/\/science.nasa.gov\/earth-science\/csda\/vendor-umbra\/\" rel=\"noopener\">Umbra commercial vendor webpage<\/a>.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[15600],"tags":[],"class_list":["post-473966","post","type-post","status-publish","format-standard","hentry","category-earth-science"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Guest authors\"\/>\n\t<meta name=\"google-site-verification\" content=\"1EIWGZ5FoylKQrO3pqls-2hXlDXKIP1lffdWZCVV0V4\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.vibewire.com.au\/?p=473966\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO Pro (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"VibeWire Magazine - Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine\" \/>\n\t\t<meta property=\"og:description\" content=\"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.vibewire.com.au\/?p=473966\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-07-09T18:14:21+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-07-09T18:14:21+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:site\" content=\"@VibewireCentral\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine\" \/>\n\t\t<meta name=\"twitter:description\" content=\"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.\" \/>\n\t\t<meta name=\"twitter:creator\" content=\"@VibewireCentral\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#blogposting\",\"name\":\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine\",\"headline\":\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data\",\"author\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/science.nasa.gov\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/ubrma-cover-and-sar-image.png?w=1920\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966\\\/#articleImage\"},\"datePublished\":\"2026-07-10T04:14:21+10:00\",\"dateModified\":\"2026-07-10T04:14:21+10:00\",\"inLanguage\":\"en-AU\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#webpage\"},\"articleSection\":\"Earth Science\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.vibewire.com.au\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=15600#listItem\",\"name\":\"Earth Science\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=15600#listItem\",\"position\":2,\"name\":\"Earth Science\",\"item\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=15600\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#listItem\",\"name\":\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#listItem\",\"position\":3,\"name\":\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?cat=15600#listItem\",\"name\":\"Earth Science\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\",\"name\":\"VibreWire Online\",\"description\":\"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Screenshot-2024-01-07-at-2.32.21\\u202fpm.png\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966\\\/#organizationLogo\",\"width\":1028,\"height\":930},\"image\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966\\\/#organizationLogo\"},\"sameAs\":[\"https:\\\/\\\/twitter.com\\\/VibewireCentral\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13\",\"name\":\"Guest authors\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/764687183b9d2913837d7b543a5b43684d46e7eef4e1a9af4821624eb2bebbc0?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Guest authors\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#webpage\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966\",\"name\":\"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine\",\"description\":\"The reports add to the growing documentation on commercial data\\u2019s contributions to Earth science research and applications.\",\"inLanguage\":\"en-AU\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?p=473966#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/?author=13#author\"},\"datePublished\":\"2026-07-10T04:14:21+10:00\",\"dateModified\":\"2026-07-10T04:14:21+10:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#website\",\"url\":\"https:\\\/\\\/www.vibewire.com.au\\\/\",\"name\":\"VibreWire Online\",\"description\":\"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything\",\"inLanguage\":\"en-AU\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.vibewire.com.au\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO Pro -->\r\n\t\t<title>Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine<\/title>\n\n","aioseo_head_json":{"title":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine","description":"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.","canonical_url":"https:\/\/www.vibewire.com.au\/?p=473966","robots":"max-image-preview:large","keywords":"","webmasterTools":{"google-site-verification":"1EIWGZ5FoylKQrO3pqls-2hXlDXKIP1lffdWZCVV0V4","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/www.vibewire.com.au\/?p=473966#blogposting","name":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine","headline":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data","author":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"publisher":{"@id":"https:\/\/www.vibewire.com.au\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/science.nasa.gov\/wp-content\/uploads\/2026\/07\/ubrma-cover-and-sar-image.png?w=1920","@id":"https:\/\/www.vibewire.com.au\/?p=473966\/#articleImage"},"datePublished":"2026-07-10T04:14:21+10:00","dateModified":"2026-07-10T04:14:21+10:00","inLanguage":"en-AU","mainEntityOfPage":{"@id":"https:\/\/www.vibewire.com.au\/?p=473966#webpage"},"isPartOf":{"@id":"https:\/\/www.vibewire.com.au\/?p=473966#webpage"},"articleSection":"Earth Science"},{"@type":"BreadcrumbList","@id":"https:\/\/www.vibewire.com.au\/?p=473966#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au#listItem","position":1,"name":"Home","item":"https:\/\/www.vibewire.com.au","nextItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=15600#listItem","name":"Earth Science"}},{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=15600#listItem","position":2,"name":"Earth Science","item":"https:\/\/www.vibewire.com.au\/?cat=15600","nextItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?p=473966#listItem","name":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?p=473966#listItem","position":3,"name":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data","previousItem":{"@type":"ListItem","@id":"https:\/\/www.vibewire.com.au\/?cat=15600#listItem","name":"Earth Science"}}]},{"@type":"Organization","@id":"https:\/\/www.vibewire.com.au\/#organization","name":"VibreWire Online","description":"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","url":"https:\/\/www.vibewire.com.au\/","logo":{"@type":"ImageObject","url":"https:\/\/www.vibewire.com.au\/wp-content\/uploads\/2024\/02\/Screenshot-2024-01-07-at-2.32.21\u202fpm.png","@id":"https:\/\/www.vibewire.com.au\/?p=473966\/#organizationLogo","width":1028,"height":930},"image":{"@id":"https:\/\/www.vibewire.com.au\/?p=473966\/#organizationLogo"},"sameAs":["https:\/\/twitter.com\/VibewireCentral"]},{"@type":"Person","@id":"https:\/\/www.vibewire.com.au\/?author=13#author","url":"https:\/\/www.vibewire.com.au\/?author=13","name":"Guest authors","image":{"@type":"ImageObject","@id":"https:\/\/www.vibewire.com.au\/?p=473966#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/764687183b9d2913837d7b543a5b43684d46e7eef4e1a9af4821624eb2bebbc0?s=96&d=mm&r=g","width":96,"height":96,"caption":"Guest authors"}},{"@type":"WebPage","@id":"https:\/\/www.vibewire.com.au\/?p=473966#webpage","url":"https:\/\/www.vibewire.com.au\/?p=473966","name":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine","description":"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.","inLanguage":"en-AU","isPartOf":{"@id":"https:\/\/www.vibewire.com.au\/#website"},"breadcrumb":{"@id":"https:\/\/www.vibewire.com.au\/?p=473966#breadcrumblist"},"author":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"creator":{"@id":"https:\/\/www.vibewire.com.au\/?author=13#author"},"datePublished":"2026-07-10T04:14:21+10:00","dateModified":"2026-07-10T04:14:21+10:00"},{"@type":"WebSite","@id":"https:\/\/www.vibewire.com.au\/#website","url":"https:\/\/www.vibewire.com.au\/","name":"VibreWire Online","description":"Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","inLanguage":"en-AU","publisher":{"@id":"https:\/\/www.vibewire.com.au\/#organization"}}]},"og:locale":"en_US","og:site_name":"VibeWire Magazine - Your Alternate News Source for Transport, Politics, UFO, Paranormal, Anything","og:type":"article","og:title":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine","og:description":"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.","og:url":"https:\/\/www.vibewire.com.au\/?p=473966","article:published_time":"2026-07-09T18:14:21+00:00","article:modified_time":"2026-07-09T18:14:21+00:00","twitter:card":"summary_large_image","twitter:site":"@VibewireCentral","twitter:title":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data - VibeWire Magazine","twitter:description":"The reports add to the growing documentation on commercial data\u2019s contributions to Earth science research and applications.","twitter:creator":"@VibewireCentral"},"aioseo_meta_data":{"post_id":"473966","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-07-09 20:51:19","breadcrumb_settings":null,"limit_modified_date":false,"open_ai":null,"ai":null,"created":"2026-07-09 20:48:22","updated":"2026-07-09 20:51:19"},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/www.vibewire.com.au\" title=\"Home\">Home<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t<a href=\"https:\/\/www.vibewire.com.au\/?cat=15600\" title=\"Earth Science\">Earth Science<\/a>\n<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\tPrincipal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data\n<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.vibewire.com.au"},{"label":"Earth Science","link":"https:\/\/www.vibewire.com.au\/?cat=15600"},{"label":"Principal Investigator and Quality Assessment Reports Evaluate Umbra Synthetic Aperture Radar Data","link":"https:\/\/www.vibewire.com.au\/?p=473966"}],"_links":{"self":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/473966","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=473966"}],"version-history":[{"count":1,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/473966\/revisions"}],"predecessor-version":[{"id":473967,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=\/wp\/v2\/posts\/473966\/revisions\/473967"}],"wp:attachment":[{"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=473966"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=473966"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vibewire.com.au\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=473966"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}