{"666156":{"#nid":"666156","#data":{"type":"external_news","title":"Machine learning makes long-term, expansive reef monitoring possible","body":[{"value":"\u003Cp\u003EMachine learning can help conservationists monitor climate impacts across large swaths of marine ecosystems over extended periods of time, a task never possible before.\u0026nbsp;The Delta Maps machine learning tool provides a new way to assess which reefs might be best-suited for survival and which play a key role in delivering larvae to others, and therefore should be targeted for preservation efforts, according to researchers in a paper\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s42003-022-04330-8\u0022 rel=\u0022external\u0022 target=\u0022_blank\u0022\u003Epublished recently\u003C\/a\u003E\u0026nbsp;in the journal\u0026nbsp;\u003Cem\u003ECommunications Biology\u003C\/em\u003E. Two scientists\u0026nbsp;in the \u003Ca href=\u0022https:\/\/eas.gatech.edu\u0022\u003ESchool of Earth and Atmospheric Sciences\u003C\/a\u003E\u0026nbsp;conducted the research: \u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/bracco-dr-annalisa\u0022\u003EAnnalisa Bracco\u003C\/a\u003E, professor and associate chair, and \u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/novi-lyuba\u0022\u003ELyuba Novi\u003C\/a\u003E, postdoctoral fellow.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":"","uid":"34434","created_gmt":"2023-02-24 16:25:42","changed_gmt":"2023-02-24 16:25:42","author":"Renay San Miguel","boilerplate_text":"","field_publication":"","field_article_url":"","publication_url":"https:\/\/news.mongabay.com\/2023\/02\/machine-learning-makes-long-term-expansive-reef-monitoring-possible\/amp\/","dateline":{"date":"2023-02-23T00:00:00-05:00","iso_date":"2023-02-23T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"364801","name":"EAS"}],"categories":[{"id":"154","name":"Environment"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166926","name":"School of Earth and Atmospheric Sciences"},{"id":"192123","name":"Lyuba Novi"},{"id":"171968","name":"Annalisa Bracco"},{"id":"100711","name":"coral reefs"},{"id":"9167","name":"machine learning"},{"id":"831","name":"climate change"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}