{"id":"https://openalex.org/W3099746799","doi":"https://doi.org/10.3390/rs12223758","title":"The Google Earth Engine Mangrove Mapping Methodology (GEEMMM)","display_name":"The Google Earth Engine Mangrove Mapping Methodology (GEEMMM)","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3099746799","doi":"https://doi.org/10.3390/rs12223758","mag":"3099746799"},"language":"en","primary_location":{"id":"doi:10.3390/rs12223758","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223758","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3758/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/22/3758/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089398177","display_name":"Jonathan Maxwell Morgan Yancho","orcid":"https://orcid.org/0000-0001-6969-6366"},"institutions":[{"id":"https://openalex.org/I2800349455","display_name":"Blue Ventures","ror":"https://ror.org/03npats33","country_code":"GB","type":"other","lineage":["https://openalex.org/I2800349455"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Yancho","raw_affiliation_strings":["Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK"],"raw_orcid":"https://orcid.org/0000-0001-6969-6366","affiliations":[{"raw_affiliation_string":"Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","institution_ids":["https://openalex.org/I2800349455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029314507","display_name":"Trevor Jones","orcid":"https://orcid.org/0000-0002-3477-785X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I2800349455","display_name":"Blue Ventures","ror":"https://ror.org/03npats33","country_code":"GB","type":"other","lineage":["https://openalex.org/I2800349455"]}],"countries":["CA","GB"],"is_corresponding":true,"raw_author_name":"Trevor Jones","raw_affiliation_strings":["Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","Department of Forest Resources Management, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","Terra Spatialists, The Blue House, 660 West 13th Avenue, Vancouver, BC V5Z 1N9, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","institution_ids":["https://openalex.org/I2800349455"]},{"raw_affiliation_string":"Department of Forest Resources Management, University of British Columbia, Vancouver, BC V6T 1Z4, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Terra Spatialists, The Blue House, 660 West 13th Avenue, Vancouver, BC V5Z 1N9, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028492731","display_name":"Samir Gandhi","orcid":"https://orcid.org/0000-0003-4744-9043"},"institutions":[{"id":"https://openalex.org/I2800349455","display_name":"Blue Ventures","ror":"https://ror.org/03npats33","country_code":"GB","type":"other","lineage":["https://openalex.org/I2800349455"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samir Gandhi","raw_affiliation_strings":["Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","The Jolly Geographer, 7 Yorke Gate, Watford, Hertfordshire WD17 4NQ, UK"],"raw_orcid":"https://orcid.org/0000-0003-4744-9043","affiliations":[{"raw_affiliation_string":"Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","institution_ids":["https://openalex.org/I2800349455"]},{"raw_affiliation_string":"The Jolly Geographer, 7 Yorke Gate, Watford, Hertfordshire WD17 4NQ, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039032103","display_name":"Colin Ferster","orcid":"https://orcid.org/0000-0002-5825-3217"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Colin Ferster","raw_affiliation_strings":["Department of Geography, University of Victoria, P.O. Box 1700 STN CSC, Victoria, BC V8W 2Y2, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Victoria, P.O. Box 1700 STN CSC, Victoria, BC V8W 2Y2, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080359299","display_name":"Alice Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I2800349455","display_name":"Blue Ventures","ror":"https://ror.org/03npats33","country_code":"GB","type":"other","lineage":["https://openalex.org/I2800349455"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alice Lin","raw_affiliation_strings":["Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","institution_ids":["https://openalex.org/I2800349455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056968987","display_name":"Leah Glass","orcid":"https://orcid.org/0009-0009-8175-4050"},"institutions":[{"id":"https://openalex.org/I2800349455","display_name":"Blue Ventures","ror":"https://ror.org/03npats33","country_code":"GB","type":"other","lineage":["https://openalex.org/I2800349455"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leah Glass","raw_affiliation_strings":["Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Blue Ventures Conservation\u2014Mezzanine, The Old Library, Trinity Road, St Jude\u2019s, Bristol BS2 0NW, UK","institution_ids":["https://openalex.org/I2800349455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029314507"],"corresponding_institution_ids":["https://openalex.org/I141945490","https://openalex.org/I2800349455"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.4312,"has_fulltext":true,"cited_by_count":82,"citation_normalized_percentile":{"value":0.97163592,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"12","issue":"22","first_page":"3758","last_page":"3758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10647","display_name":"Coastal and Marine Dynamics","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mangrove","display_name":"Mangrove","score":0.9379532337188721},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.6111306548118591},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5955531597137451},{"id":"https://openalex.org/keywords/carbon-stock","display_name":"Carbon stock","score":0.48997798562049866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4825803339481354},{"id":"https://openalex.org/keywords/ecosystem-services","display_name":"Ecosystem services","score":0.4659985303878784},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.44287368655204773},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.3752393126487732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36456459760665894},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3545147180557251},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.32868117094039917},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.314111590385437},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.20126551389694214},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.1885373294353485},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1044357419013977}],"concepts":[{"id":"https://openalex.org/C68874143","wikidata":"https://www.wikidata.org/wiki/Q19756","display_name":"Mangrove","level":2,"score":0.9379532337188721},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.6111306548118591},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5955531597137451},{"id":"https://openalex.org/C2994081031","wikidata":"https://www.wikidata.org/wiki/Q1049066","display_name":"Carbon stock","level":3,"score":0.48997798562049866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4825803339481354},{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.4659985303878784},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.44287368655204773},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3752393126487732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36456459760665894},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3545147180557251},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.32868117094039917},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.314111590385437},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.20126551389694214},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.1885373294353485},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1044357419013977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12223758","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223758","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3758/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c32edfd59ed9432db99e9caa48d30e28","is_oa":true,"landing_page_url":"https://doaj.org/article/c32edfd59ed9432db99e9caa48d30e28","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 22, p 3758 (2020)","raw_type":"article"},{"id":"pmh:oai:dspace.library.uvic.ca:1828/12660","is_oa":false,"landing_page_url":"http://hdl.handle.net/1828/12660","pdf_url":null,"source":{"id":"https://openalex.org/S4306401509","display_name":"UVic\u2019s Research and Learning Repository (University of Victoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I212119943","host_organization_name":"University of Victoria","host_organization_lineage":["https://openalex.org/I212119943"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/22/3758/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12223758","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 22; Pages: 3758","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12223758","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223758","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3758/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306107","display_name":"U.S. Environmental Protection Agency","ror":"https://ror.org/03tns0030"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3099746799.pdf","grobid_xml":"https://content.openalex.org/works/W3099746799.grobid-xml"},"referenced_works_count":106,"referenced_works":["https://openalex.org/W52201378","https://openalex.org/W108709397","https://openalex.org/W395721429","https://openalex.org/W649977621","https://openalex.org/W1481415019","https://openalex.org/W1518780334","https://openalex.org/W1601387247","https://openalex.org/W1964217023","https://openalex.org/W1968652607","https://openalex.org/W1969926687","https://openalex.org/W1970524009","https://openalex.org/W1978617972","https://openalex.org/W1981213426","https://openalex.org/W1992614791","https://openalex.org/W2002042695","https://openalex.org/W2002683385","https://openalex.org/W2005156666","https://openalex.org/W2012686349","https://openalex.org/W2021306799","https://openalex.org/W2022563475","https://openalex.org/W2023056471","https://openalex.org/W2024762604","https://openalex.org/W2026942553","https://openalex.org/W2029578155","https://openalex.org/W2036459681","https://openalex.org/W2057622873","https://openalex.org/W2062728971","https://openalex.org/W2076096884","https://openalex.org/W2080091258","https://openalex.org/W2080289101","https://openalex.org/W2083176101","https://openalex.org/W2084089284","https://openalex.org/W2089441588","https://openalex.org/W2101028927","https://openalex.org/W2101678239","https://openalex.org/W2102304687","https://openalex.org/W2102937586","https://openalex.org/W2113263681","https://openalex.org/W2118463259","https://openalex.org/W2120700469","https://openalex.org/W2122825721","https://openalex.org/W2126236168","https://openalex.org/W2128204432","https://openalex.org/W2130426665","https://openalex.org/W2133844322","https://openalex.org/W2136624896","https://openalex.org/W2154998026","https://openalex.org/W2160615957","https://openalex.org/W2162864133","https://openalex.org/W2169009804","https://openalex.org/W2204718087","https://openalex.org/W2211653457","https://openalex.org/W2214058817","https://openalex.org/W2261764510","https://openalex.org/W2278557089","https://openalex.org/W2290576226","https://openalex.org/W2346013538","https://openalex.org/W2388009982","https://openalex.org/W2477400535","https://openalex.org/W2562852994","https://openalex.org/W2606486221","https://openalex.org/W2608957863","https://openalex.org/W2625039525","https://openalex.org/W2725897987","https://openalex.org/W2727823617","https://openalex.org/W2739323823","https://openalex.org/W2742500659","https://openalex.org/W2776644571","https://openalex.org/W2780340088","https://openalex.org/W2788419020","https://openalex.org/W2794891691","https://openalex.org/W2798264694","https://openalex.org/W2802570838","https://openalex.org/W2884779261","https://openalex.org/W2886368623","https://openalex.org/W2888771765","https://openalex.org/W2891773614","https://openalex.org/W2892680142","https://openalex.org/W2896252587","https://openalex.org/W2903592875","https://openalex.org/W2911964244","https://openalex.org/W2922862189","https://openalex.org/W2928706268","https://openalex.org/W2929419255","https://openalex.org/W2929602181","https://openalex.org/W2935317424","https://openalex.org/W2945923105","https://openalex.org/W2946711292","https://openalex.org/W2949747980","https://openalex.org/W2967896173","https://openalex.org/W2977103245","https://openalex.org/W2982646168","https://openalex.org/W2998477543","https://openalex.org/W3002432836","https://openalex.org/W3007544992","https://openalex.org/W3080365512","https://openalex.org/W3103805093","https://openalex.org/W3215744128","https://openalex.org/W4242493107","https://openalex.org/W4246038958","https://openalex.org/W4251471188","https://openalex.org/W6603034129","https://openalex.org/W6613582400","https://openalex.org/W6740072583","https://openalex.org/W6769832530","https://openalex.org/W6772885970"],"related_works":["https://openalex.org/W2777312826","https://openalex.org/W2587390998","https://openalex.org/W4399604919","https://openalex.org/W4281705982","https://openalex.org/W2781600664","https://openalex.org/W4283390302","https://openalex.org/W4319836358","https://openalex.org/W1904448789","https://openalex.org/W2605892143","https://openalex.org/W1679591466"],"abstract_inverted_index":{"Mangroves":[0],"are":[1,75,97],"found":[2],"globally":[3],"throughout":[4],"tropical":[5],"and":[6,13,22,30,42,71,91,104,139,152,164,172,205,208,220,224,238],"sub-tropical":[7],"inter-tidal":[8],"coastlines.":[9],"These":[10],"highly":[11],"biodiverse":[12],"carbon-dense":[14],"ecosystems":[15,241],"have":[16,84],"multi-faceted":[17],"value,":[18],"providing":[19],"critical":[20],"goods":[21],"services":[23],"to":[24,34,51,59,69,77,144,214,226,236],"millions":[25],"living":[26],"in":[27,54,112],"coastal":[28,67,150,193],"communities":[29],"making":[31],"significant":[32],"contributions":[33],"global":[35,196,245],"climate":[36],"change":[37],"mitigation":[38],"through":[39],"carbon":[40],"sequestration":[41],"storage.":[43],"Despite":[44],"their":[45,244],"many":[46,55],"values,":[47],"mangrove":[48,73,168,197,240],"loss":[49,198],"continues":[50],"be":[52],"widespread":[53],"regions":[56],"due":[57],"primarily":[58],"anthropogenic":[60],"activities.":[61],"Accessible,":[62],"intuitive":[63],"tools":[64],"that":[65,229],"enable":[66],"managers":[68,151],"map":[70,237],"monitor":[72,239],"cover":[74],"needed":[76],"stem":[78],"this":[79],"loss.":[80],"Remotely":[81],"sensed":[82],"data":[83],"a":[85,115,127,145,161,180,209],"proven":[86],"record":[87],"for":[88,190],"successfully":[89],"mapping":[90,117,204],"monitoring":[92],"mangroves,":[93],"but":[94],"conventional":[95],"methods":[96],"limited":[98],"by":[99],"imagery":[100],"availability,":[101],"computing":[102,178],"resources":[103],"accessibility.":[105],"In":[106],"addition,":[107],"the":[108,174,188,230],"variable":[109],"tidal":[110,183],"levels":[111],"mangroves":[113],"presents":[114],"unique":[116],"challenge,":[118],"particularly":[119],"over":[120],"geographically":[121],"large":[122],"extents.":[123],"Here":[124],"we":[125],"present":[126],"new":[128],"tool\u2014the":[129],"Google":[130],"Earth":[131],"Engine":[132],"Mangrove":[133],"Mapping":[134],"Methodology":[135],"(GEEMMM)\u2014an":[136],"intuitive,":[137],"accessible":[138,234],"replicable":[140],"approach":[141,235],"which":[142],"caters":[143],"wide":[146],"audience":[147],"of":[148,166,176,192,202,211],"non-specialist":[149],"decision":[153],"makers.":[154],"The":[155],"GEEMMM":[156,212,231],"was":[157],"developed":[158],"based":[159],"on":[160],"thorough":[162],"review":[163],"incorporation":[165],"relevant":[167],"remote":[169],"sensing":[170],"literature":[171],"harnesses":[173],"power":[175],"cloud":[177],"including":[179],"simplified":[181],"image-based":[182],"calibration":[184],"approach.":[185],"We":[186],"demonstrate":[187],"tool":[189],"all":[191],"Myanmar":[194],"(Burma)\u2014a":[195],"hotspot\u2014including":[199],"an":[200,233],"assessment":[201],"multi-date":[203],"dynamics":[206],"outputs":[207],"comparison":[210],"results":[213],"existing":[215,227],"studies.":[216],"Results\u2014including":[217],"both":[218],"quantitative":[219],"qualitative":[221],"accuracy":[222],"assessments":[223],"comparisons":[225],"studies\u2014indicate":[228],"provides":[232],"anywhere":[242],"within":[243],"distribution.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":6}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}