{"id":1001565,"date":"2024-01-24T12:46:45","date_gmt":"2024-01-24T20:46:45","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&p=1001565"},"modified":"2024-01-24T13:01:36","modified_gmt":"2024-01-24T21:01:36","slug":"satellite-images-reveal-untracked-human-activity-on-the-oceans","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/satellite-images-reveal-untracked-human-activity-on-the-oceans\/","title":{"rendered":"Satellite images reveal untracked human activity on the oceans"},"content":{"rendered":"

Machine learning and satellite imagery have been used to map industrial infrastructure at sea \u2014 from fishing vessels to wind turbines. The findings provide a more comprehensive picture of maritime activity than ever before.<\/p>\n","protected":false},"excerpt":{"rendered":"

Machine learning and satellite imagery have been used to map industrial infrastructure at sea \u2014 from fishing vessels to wind turbines. The findings provide a more comprehensive picture of maritime activity than ever before.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13562,198583],"msr-publication-type":[193715],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[246658,260551,259741],"msr-conference":[],"msr-journal":[268308],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-1001565","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-computer-vision","msr-research-area-ecology-environment","msr-locale-en_us","msr-field-of-study-deep-learning","msr-field-of-study-environmental-science","msr-field-of-study-remote-sensing"],"msr_publishername":"","msr_edition":"","msr_affiliation":"","msr_published_date":"2024-1-3","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"","msr_volume":"625","msr_number":"","msr_editors":"","msr_series":"","msr_issue":"7993","msr_organization":"","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"","msr_publicationurl":"","msr_doi":"","msr_publication_uploader":[{"type":"doi","viewUrl":"false","id":"false","title":"https:\/\/doi.org\/10.1038\/d41586-023-03983-7","label_id":"243106","label":0},{"type":"url","viewUrl":"false","id":"false","title":"https:\/\/www.nature.com\/articles\/d41586-023-03983-7","label_id":"243109","label":0}],"msr_related_uploader":"","msr_attachments":[],"msr-author-ordering":[{"type":"text","value":"Konstantin 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