{"id":124,"date":"2025-09-11T11:38:43","date_gmt":"2025-09-11T11:38:43","guid":{"rendered":"https:\/\/mayacom-dubai.com\/?p=124"},"modified":"2025-09-11T13:28:26","modified_gmt":"2025-09-11T13:28:26","slug":"nasa-ai-helps-satellites-think-likehumans-and-collect-data-more-eciently","status":"publish","type":"post","link":"https:\/\/mayacom-dubai.com\/index.php\/2025\/09\/11\/nasa-ai-helps-satellites-think-likehumans-and-collect-data-more-eciently\/","title":{"rendered":"NASA AI Helps Satellites \u201cThink\u201d LikeHumans and Collect Data More E\u001fciently"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Imagine shopping for a new pair of running shoes online. If each seller described them differently\u2014one calling them &#8220;sneakers,&#8221; another &#8220;trainers,&#8221; and someone else &#8220;footwear for exercise&#8221;\u2014you\u2019d quickly feel lost in a sea of mismatched terminology. Fortunately, most online stores use standardized categories and filters, so you can click through a simple path:&nbsp;<em>Women\u2019s &gt; Shoes &gt; Running Shoes<\/em>\u2014and quickly find what you need.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now, scale that problem to scientific research. Instead of sneakers, think \u201caerosol optical depth\u201d or \u201csea surface temperature.\u201d Instead of a handful of retailers, it is thousands of researchers, instruments, and data providers. Without a common language for describing data, finding relevant Earth science datasets would be like trying to locate a needle in a haystack, blindfolded.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That\u2019s why NASA created the&nbsp;<a href=\"https:\/\/gcmd.earthdata.nasa.gov\/KeywordViewer\/scheme\/all?gtm_scheme=all\">Global Change Master Directory (GCMD)<\/a>, a standardized vocabulary that helps scientists tag their datasets in a consistent and searchable way. But as science evolves, so does the challenge of keeping metadata organized and discoverable.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To meet that challenge, NASA\u2019s Office of Data Science and Informatics (ODSI) at the agency\u2019s Marshall Space Flight Center (MSFC) in Huntsville, Alabama, developed the&nbsp;<a href=\"https:\/\/huggingface.co\/nasa-impact\/science-keyword-classification\">GCMD Keyword Recommender (GKR)<\/a>: a smart tool designed to help data providers and curators assign the right keywords, automatically.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Imagine shopping for a new pair of running shoes online. If each seller described them differently\u2014one calling them &#8220;sneakers,&#8221; another &#8220;trainers,&#8221; and someone else &#8220;footwear for exercise&#8221;\u2014you\u2019d quickly feel lost in a sea of mismatched terminology. Fortunately, most online stores use standardized categories and filters, so you can click through a simple path:&nbsp;Women\u2019s &gt; Shoes &gt; Running Shoes\u2014and quickly find what you need. Now, scale that problem to scientific research. Instead of sneakers, think \u201caerosol optical depth\u201d or \u201csea surface temperature.\u201d Instead of a handful of retailers, it is thousands of researchers, instruments, and data providers. Without a common language for describing data, finding relevant Earth science datasets would be like trying to locate a needle in a haystack, blindfolded. That\u2019s why NASA created the&nbsp;Global Change Master Directory (GCMD), a standardized vocabulary that helps scientists tag their datasets in a consistent and searchable way. But as science evolves, so does the challenge of keeping metadata organized and discoverable.&nbsp; To meet that challenge, NASA\u2019s Office of Data Science and Informatics (ODSI) at the agency\u2019s Marshall Space Flight Center (MSFC) in Huntsville, Alabama, developed the&nbsp;GCMD Keyword Recommender (GKR): a smart tool designed to help data providers and curators assign the right keywords, automatically.<\/p>\n","protected":false},"author":1,"featured_media":125,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[4],"class_list":["post-124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-news"],"_links":{"self":[{"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/posts\/124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/comments?post=124"}],"version-history":[{"count":2,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/posts\/124\/revisions"}],"predecessor-version":[{"id":135,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/posts\/124\/revisions\/135"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/media\/125"}],"wp:attachment":[{"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/media?parent=124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/categories?post=124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mayacom-dubai.com\/index.php\/wp-json\/wp\/v2\/tags?post=124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}