{"id":"https://openalex.org/W2226303799","doi":"https://doi.org/10.3390/rs8010030","title":"Scaling up Ecological Measurements of Coral Reefs Using Semi-Automated Field Image Collection and Analysis","display_name":"Scaling up Ecological Measurements of Coral Reefs Using Semi-Automated Field Image Collection and Analysis","publication_year":2016,"publication_date":"2016-01-05","ids":{"openalex":"https://openalex.org/W2226303799","doi":"https://doi.org/10.3390/rs8010030","mag":"2226303799"},"language":"en","primary_location":{"id":"doi:10.3390/rs8010030","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8010030","pdf_url":"https://www.mdpi.com/2072-4292/8/1/30/pdf?version=1451994511","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/2072-4292/8/1/30/pdf?version=1451994511","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050362799","display_name":"Manuel Gonz\u00e1lez\u2010Rivero","orcid":"https://orcid.org/0000-0003-0252-584X"},"institutions":[{"id":"https://openalex.org/I1337719021","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86","country_code":"AU","type":"government","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I4210132349"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Manuel Gonz\u00e1lez-Rivero","raw_affiliation_strings":["Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0252-584X","affiliations":[{"raw_affiliation_string":"Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I1337719021"]},{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047815467","display_name":"Oscar Beijbom","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Oscar Beijbom","raw_affiliation_strings":["Department of Electrical Engineering &amp; Computer Sciences, University of California, Berkeley, CA 94709, USA","Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering &amp; Computer Sciences, University of California, Berkeley, CA 94709, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068479689","display_name":"Alberto Rodriguez\u2010Ramirez","orcid":"https://orcid.org/0000-0003-4855-7345"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alberto Rodriguez-Ramirez","raw_affiliation_strings":["Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013041965","display_name":"Tadzio Holtrop","orcid":"https://orcid.org/0000-0002-8607-7345"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["AU","NL"],"is_corresponding":false,"raw_author_name":"Tadzio Holtrop","raw_affiliation_strings":["Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, P.O. Box 94248, Amsterdam 1090 GE, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, P.O. Box 94248, Amsterdam 1090 GE, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028915631","display_name":"Yeray Gonz\u00e1lez-Marrero","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["AU","BE"],"is_corresponding":false,"raw_author_name":"Yeray Gonz\u00e1lez-Marrero","raw_affiliation_strings":["Department of Biology, Ghent University, Ghent 9000, Belgium","Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Ghent University, Ghent 9000, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109901523","display_name":"Anjani Ganase","orcid":null},"institutions":[{"id":"https://openalex.org/I1337719021","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86","country_code":"AU","type":"government","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I4210132349"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anjani Ganase","raw_affiliation_strings":["Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I1337719021"]},{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054838793","display_name":"Chris Roelfsema","orcid":"https://orcid.org/0000-0003-0182-1356"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chris Roelfsema","raw_affiliation_strings":["Remote Sensing Research Centre, School of Geography, Planning and Environmental Management, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing Research Centre, School of Geography, Planning and Environmental Management, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004573971","display_name":"Stuart Phinn","orcid":"https://orcid.org/0000-0002-2605-6104"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuart Phinn","raw_affiliation_strings":["Remote Sensing Research Centre, School of Geography, Planning and Environmental Management, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2605-6104","affiliations":[{"raw_affiliation_string":"Remote Sensing Research Centre, School of Geography, Planning and Environmental Management, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020395156","display_name":"Ove Hoegh\u2010Guldberg","orcid":"https://orcid.org/0000-0001-7510-6713"},"institutions":[{"id":"https://openalex.org/I1337719021","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86","country_code":"AU","type":"government","lineage":["https://openalex.org/I1337719021","https://openalex.org/I2801453606","https://openalex.org/I4210132349"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ove Hoegh-Guldberg","raw_affiliation_strings":["Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I1337719021"]},{"raw_affiliation_string":"Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5050362799"],"corresponding_institution_ids":["https://openalex.org/I1337719021","https://openalex.org/I165143802"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":25.058,"has_fulltext":true,"cited_by_count":79,"citation_normalized_percentile":{"value":0.99719694,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"30","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9998999834060669,"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/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9998999834060669,"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/T10230","display_name":"Marine and fisheries research","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10659","display_name":"Marine animal studies overview","score":0.9783999919891357,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coral-reef","display_name":"Coral reef","score":0.714256227016449},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5731036067008972},{"id":"https://openalex.org/keywords/transect","display_name":"Transect","score":0.5506904125213623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5135514736175537},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46953001618385315},{"id":"https://openalex.org/keywords/reef","display_name":"Reef","score":0.4629574418067932},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.46170952916145325},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.46034836769104004},{"id":"https://openalex.org/keywords/coral","display_name":"Coral","score":0.445359468460083},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3649676442146301},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3547327518463135},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2551491856575012},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1976083219051361},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17529860138893127},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1400187611579895}],"concepts":[{"id":"https://openalex.org/C79367842","wikidata":"https://www.wikidata.org/wiki/Q11292","display_name":"Coral reef","level":2,"score":0.714256227016449},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5731036067008972},{"id":"https://openalex.org/C69661492","wikidata":"https://www.wikidata.org/wiki/Q1447141","display_name":"Transect","level":2,"score":0.5506904125213623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5135514736175537},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46953001618385315},{"id":"https://openalex.org/C77044568","wikidata":"https://www.wikidata.org/wiki/Q184358","display_name":"Reef","level":2,"score":0.4629574418067932},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.46170952916145325},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.46034836769104004},{"id":"https://openalex.org/C143020374","wikidata":"https://www.wikidata.org/wiki/Q2411228","display_name":"Coral","level":2,"score":0.445359468460083},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3649676442146301},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3547327518463135},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2551491856575012},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1976083219051361},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17529860138893127},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1400187611579895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs8010030","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8010030","pdf_url":"https://www.mdpi.com/2072-4292/8/1/30/pdf?version=1451994511","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:oma.vliz.be:256739","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196427","display_name":"Flanders Marine Institute (Flanders Marine Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1293303778","host_organization_name":"Flanders Marine Institute","host_organization_lineage":["https://openalex.org/I1293303778"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"%3Ci%3ERemote+Sens.+8%281%29%3C%2Fi%3E%3A+20+pp.+%3Ca+href%3D%22https%3A%2F%2Fdx.doi.org%2F10.3390%2Frs8010030%22+target%3D%22_blank%22%3Ehttps%3A%2F%2Fdx.doi.org%2F10.3390%2Frs8010030%3C%2Fa%3E","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:e5345aad6725467486fc27bbc262af41","is_oa":true,"landing_page_url":"https://doaj.org/article/e5345aad6725467486fc27bbc262af41","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 8, Iss 1, p 30 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/8/1/30/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs8010030","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 8; Issue 1; Pages: 30","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs8010030","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8010030","pdf_url":"https://www.mdpi.com/2072-4292/8/1/30/pdf?version=1451994511","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":[{"score":0.8799999952316284,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310124","display_name":"Waitt Foundation","ror":"https://ror.org/00zf1g010"},{"id":"https://openalex.org/F4320320984","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422"},{"id":"https://openalex.org/F4320322603","display_name":"Universiteit Gent","ror":"https://ror.org/00cv9y106"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"},{"id":"https://openalex.org/F4320335470","display_name":"Global Change Institute, University of the Witwatersrand, Johannesburg","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2226303799.pdf","grobid_xml":"https://content.openalex.org/works/W2226303799.grobid-xml"},"referenced_works_count":103,"referenced_works":["https://openalex.org/W90172024","https://openalex.org/W126492065","https://openalex.org/W1492535541","https://openalex.org/W1499384097","https://openalex.org/W1519478720","https://openalex.org/W1548183236","https://openalex.org/W1552949500","https://openalex.org/W1587026990","https://openalex.org/W1588713494","https://openalex.org/W1803868465","https://openalex.org/W1924527617","https://openalex.org/W1936223240","https://openalex.org/W1965600975","https://openalex.org/W1967435559","https://openalex.org/W1967466601","https://openalex.org/W1970353442","https://openalex.org/W1973749534","https://openalex.org/W1974308355","https://openalex.org/W1980362431","https://openalex.org/W1980838797","https://openalex.org/W1983826148","https://openalex.org/W1986775434","https://openalex.org/W1986959501","https://openalex.org/W1987613489","https://openalex.org/W1987631246","https://openalex.org/W1987853315","https://openalex.org/W1991462310","https://openalex.org/W1992347263","https://openalex.org/W1992396639","https://openalex.org/W1997650853","https://openalex.org/W1999650318","https://openalex.org/W2003381192","https://openalex.org/W2006368361","https://openalex.org/W2010380370","https://openalex.org/W2011181238","https://openalex.org/W2012432642","https://openalex.org/W2014444740","https://openalex.org/W2017762699","https://openalex.org/W2019989105","https://openalex.org/W2022851871","https://openalex.org/W2022879203","https://openalex.org/W2024763652","https://openalex.org/W2025555216","https://openalex.org/W2037594554","https://openalex.org/W2039919289","https://openalex.org/W2040766929","https://openalex.org/W2040883052","https://openalex.org/W2047811685","https://openalex.org/W2052716188","https://openalex.org/W2058071358","https://openalex.org/W2059011945","https://openalex.org/W2060389790","https://openalex.org/W2061430332","https://openalex.org/W2063907334","https://openalex.org/W2067064898","https://openalex.org/W2068226428","https://openalex.org/W2069864946","https://openalex.org/W2075082570","https://openalex.org/W2080767771","https://openalex.org/W2081395300","https://openalex.org/W2086985484","https://openalex.org/W2086993800","https://openalex.org/W2088112835","https://openalex.org/W2091692960","https://openalex.org/W2094165220","https://openalex.org/W2098757354","https://openalex.org/W2102605133","https://openalex.org/W2102746137","https://openalex.org/W2102998760","https://openalex.org/W2112565381","https://openalex.org/W2114787260","https://openalex.org/W2116047352","https://openalex.org/W2116361142","https://openalex.org/W2118585731","https://openalex.org/W2119821739","https://openalex.org/W2124517351","https://openalex.org/W2128834042","https://openalex.org/W2133501143","https://openalex.org/W2133647806","https://openalex.org/W2134103715","https://openalex.org/W2135274467","https://openalex.org/W2136373440","https://openalex.org/W2138623114","https://openalex.org/W2148537343","https://openalex.org/W2150035291","https://openalex.org/W2150690579","https://openalex.org/W2150835767","https://openalex.org/W2157222882","https://openalex.org/W2163605009","https://openalex.org/W2165084631","https://openalex.org/W2165803222","https://openalex.org/W2295472454","https://openalex.org/W2322480672","https://openalex.org/W2337663457","https://openalex.org/W2975374540","https://openalex.org/W3010104209","https://openalex.org/W3083508041","https://openalex.org/W4230096730","https://openalex.org/W4235887661","https://openalex.org/W4239510810","https://openalex.org/W4253290451","https://openalex.org/W4285719527","https://openalex.org/W6677656871"],"related_works":["https://openalex.org/W2140174336","https://openalex.org/W2368077872","https://openalex.org/W1467387222","https://openalex.org/W4206979530","https://openalex.org/W2012693525","https://openalex.org/W2018708029","https://openalex.org/W2155689721","https://openalex.org/W91196398","https://openalex.org/W1999831262","https://openalex.org/W2022319242"],"abstract_inverted_index":{"Ecological":[0],"measurements":[1],"in":[2,8,20],"marine":[3],"settings":[4],"are":[5],"often":[6],"constrained":[7],"space":[9],"and":[10,25,40,55,90,96,125,146,157,187,194],"time,":[11],"with":[12,127],"spatial":[13,86,181,201],"heterogeneity":[14],"obscuring":[15],"broader":[16,196],"generalisations.":[17],"While":[18],"advances":[19],"remote":[21],"sensing,":[22],"integrative":[23],"modelling":[24],"meta-analysis":[26],"enable":[27],"generalisations":[28],"from":[29],"field":[30,42],"observations,":[31],"there":[32],"is":[33],"an":[34,128],"underlying":[35],"need":[36],"for":[37],"high-resolution,":[38],"standardised":[39],"geo-referenced":[41],"data.":[43],"Here,":[44],"we":[45],"evaluate":[46],"a":[47,173,189],"new":[48],"approach":[49,79,171],"aimed":[50],"at":[51,120,179],"optimising":[52],"data":[53],"collection":[54,175],"analysis":[56],"to":[57,84,102,162,191],"assess":[58],"broad-scale":[59],"patterns":[60],"of":[61,104,113,176],"coral":[62,114],"reef":[63,115],"community":[64],"composition":[65],"using":[66,140],"automatically":[67],"annotated":[68],"underwater":[69],"imagery,":[70],"captured":[71,119],"along":[72],"2":[73],"km":[74],"transects.":[75],"We":[76],"validate":[77,195],"this":[78,170],"by":[80,97],"investigating":[81],"its":[82],"ability":[83],"detect":[85,163],"(e.g.,":[87,92],"across":[88,198],"regions)":[89],"temporal":[91],"over":[93],"years)":[94],"change,":[95],"comparing":[98],"automated":[99,141],"annotation":[100,142],"errors":[101,139,152],"those":[103],"multiple":[105],"human":[106,151],"annotators.":[107],"Our":[108],"results":[109],"indicate":[110],"that":[111],"change":[112],"benthos":[116],"can":[117],"be":[118],"high":[121],"resolution":[122],"both":[123],"spatially":[124],"temporally,":[126],"average":[129],"error":[130],"below":[131],"5%,":[132],"among":[133,166],"key":[134],"benthic":[135],"groups.":[136,168],"Cover":[137],"estimation":[138],"varied":[143,154],"between":[144,155],"2%":[145],"12%,":[147],"slightly":[148],"larger":[149,180,200],"than":[150,184],"(which":[153],"1%":[156],"7%),":[158],"but":[159],"small":[160],"enough":[161],"significant":[164],"changes":[165],"dominant":[167],"Overall,":[169],"allows":[172],"rapid":[174],"in-situ":[177],"observations":[178],"scales":[182,202],"(km)":[183],"previously":[185],"possible,":[186],"provides":[188],"pathway":[190],"link,":[192],"calibrate,":[193],"analyses":[197],"even":[199],"(10\u201310,000":[203],"km2).":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
