{"id":"https://openalex.org/W2165803222","doi":"https://doi.org/10.3390/rs5041809","title":"Image-Based Coral Reef Classification and Thematic Mapping","display_name":"Image-Based Coral Reef Classification and Thematic Mapping","publication_year":2013,"publication_date":"2013-04-15","ids":{"openalex":"https://openalex.org/W2165803222","doi":"https://doi.org/10.3390/rs5041809","mag":"2165803222"},"language":"en","primary_location":{"id":"doi:10.3390/rs5041809","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5041809","pdf_url":"https://www.mdpi.com/2072-4292/5/4/1809/pdf?version=1403132055","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/2072-4292/5/4/1809/pdf?version=1403132055","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005046307","display_name":"ASM Shihavuddin","orcid":"https://orcid.org/0000-0002-4137-9374"},"institutions":[{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"A.S.M. Shihavuddin","raw_affiliation_strings":["Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]},{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082711449","display_name":"Nuno Gracias","orcid":"https://orcid.org/0000-0002-4675-9595"},"institutions":[{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nuno Gracias","raw_affiliation_strings":["Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]},{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033242656","display_name":"Rafael Garc\u00eda","orcid":"https://orcid.org/0000-0002-1681-6229"},"institutions":[{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Garcia","raw_affiliation_strings":["Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV,  E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]},{"raw_affiliation_string":"Computer Vision and Robotics Group, Universitat de Girona, Campus Montilivi, Edifici P-IV, E-17071 Girona, Spain","institution_ids":["https://openalex.org/I251424209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113701520","display_name":"Arthur C. R. Gleason","orcid":null},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arthur Gleason","raw_affiliation_strings":["Department of Physics, University of Miami, 1320 Campo Sano Ave., Coral Gables, FL 33146, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Miami, 1320 Campo Sano Ave., Coral Gables, FL 33146, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041860490","display_name":"Brooke Gintert","orcid":null},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brooke Gintert","raw_affiliation_strings":["Department of Marine Geology and Geophysics, University of Miami, Rickenbacker Causeway, Coral Gables, FL 33146, USA"],"affiliations":[{"raw_affiliation_string":"Department of Marine Geology and Geophysics, University of Miami, Rickenbacker Causeway, Coral Gables, FL 33146, USA","institution_ids":["https://openalex.org/I145608581"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005046307"],"corresponding_institution_ids":["https://openalex.org/I251424209"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":8.779,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.97900849,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":"4","first_page":"1809","last_page":"1841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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":0.9544000029563904,"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/computer-science","display_name":"Computer science","score":0.6847665309906006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6725072860717773},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6612331867218018},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5727649927139282},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.5138059258460999},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.48899972438812256},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.44089919328689575},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4344554543495178},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41462406516075134},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34729844331741333},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14627602696418762},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1291237771511078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847665309906006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6725072860717773},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6612331867218018},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5727649927139282},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.5138059258460999},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.48899972438812256},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44089919328689575},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4344554543495178},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41462406516075134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34729844331741333},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14627602696418762},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1291237771511078},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/rs5041809","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5041809","pdf_url":"https://www.mdpi.com/2072-4292/5/4/1809/pdf?version=1403132055","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:dnet:dugidocsuniv::b78651c977c42ed5df56dc607017b225","is_oa":true,"landing_page_url":"http://hdl.handle.net/10256/8507","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdx.cat:10503/59609","is_oa":true,"landing_page_url":"http://doi.org/10.3390/rs5041809","pdf_url":null,"source":{"id":"https://openalex.org/S4306400304","display_name":"Repositori UJI (Universitat Jaume I)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I10902133","host_organization_name":"Universitat Jaume I","host_organization_lineage":["https://openalex.org/I10902133"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:984bb792b2fe4a0ba7bdc950b31237f0","is_oa":true,"landing_page_url":"https://doaj.org/article/984bb792b2fe4a0ba7bdc950b31237f0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 5, Iss 4, Pp 1809-1841 (2013)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/5/4/1809/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs5041809","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 5; Issue 4; Pages: 1809-1841","raw_type":"Text"},{"id":"pmh:oai:recercat.cat:2072/320417","is_oa":true,"landing_page_url":"http://hdl.handle.net/2072/320417","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.recercat.cat:2072/231989","is_oa":true,"landing_page_url":"http://hdl.handle.net/2072/231989","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs5041809","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5041809","pdf_url":"https://www.mdpi.com/2072-4292/5/4/1809/pdf?version=1403132055","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":[{"display_name":"Life below water","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2165803222.pdf","grobid_xml":"https://content.openalex.org/works/W2165803222.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W49062479","https://openalex.org/W111270904","https://openalex.org/W1482289351","https://openalex.org/W1513084603","https://openalex.org/W1555866727","https://openalex.org/W1597084354","https://openalex.org/W1606540526","https://openalex.org/W1679913846","https://openalex.org/W1680392829","https://openalex.org/W1968439208","https://openalex.org/W1992396639","https://openalex.org/W2000123870","https://openalex.org/W2001412060","https://openalex.org/W2011435702","https://openalex.org/W2012432642","https://openalex.org/W2036202162","https://openalex.org/W2044465660","https://openalex.org/W2066942950","https://openalex.org/W2071198179","https://openalex.org/W2076902640","https://openalex.org/W2112020727","https://openalex.org/W2114000867","https://openalex.org/W2116047352","https://openalex.org/W2117438495","https://openalex.org/W2120838001","https://openalex.org/W2124353687","https://openalex.org/W2124372976","https://openalex.org/W2126833203","https://openalex.org/W2127227873","https://openalex.org/W2129879387","https://openalex.org/W2132151968","https://openalex.org/W2135943258","https://openalex.org/W2147141800","https://openalex.org/W2150796457","https://openalex.org/W2151537585","https://openalex.org/W2156808278","https://openalex.org/W2161938340","https://openalex.org/W2162571797","https://openalex.org/W2164039212","https://openalex.org/W2166983607","https://openalex.org/W2405813312","https://openalex.org/W2548187109","https://openalex.org/W6679573231","https://openalex.org/W6681645188","https://openalex.org/W6682193038","https://openalex.org/W6683922306","https://openalex.org/W6684244763"],"related_works":["https://openalex.org/W2291311298","https://openalex.org/W2378021067","https://openalex.org/W2347703439","https://openalex.org/W2371027582","https://openalex.org/W2076654158","https://openalex.org/W2362328851","https://openalex.org/W2366119473","https://openalex.org/W2372311246","https://openalex.org/W2368605609","https://openalex.org/W2377299073"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,174,184],"novel":[4],"image":[5,20,176],"classification":[6,153,169],"scheme":[7,170],"for":[8,123],"benthic":[9,141],"coral":[10],"reef":[11,191],"images":[12],"that":[13,112],"can":[14,28],"be":[15,29],"applied":[16,172],"to":[17,31,173,182],"both":[18],"single":[19],"and":[21,73,76,110,127,142,161],"composite":[22],"mosaic":[23,177],"datasets.":[24,55,145],"The":[25,56,106,125,146],"proposed":[26,57,131,147,168],"method":[27,58,132,148],"configured":[30],"the":[32,35,38,45,114,121,150,158,167,179,190],"characteristics":[33],"(e.g.,":[34],"size":[36],"of":[37,41,44,53,108,129,155,157,178,189],"dataset,":[39],"number":[40],"classes,":[42],"resolution":[43],"samples,":[46],"color":[47,79],"information":[48],"availability,":[49],"class":[50],"types,":[51],"etc.)":[52],"individual":[54],"uses":[59],"completed":[60],"local":[61],"binary":[62],"pattern":[63],"(CLBP),":[64],"grey":[65],"level":[66],"co-occurrence":[67],"matrix":[68],"(GLCM),":[69],"Gabor":[70],"filter":[71],"response,":[72],"opponent":[74],"angle":[75],"hue":[77],"channel":[78],"histograms":[80],"as":[81],"feature":[82],"descriptors.":[83],"For":[84],"classification,":[85],"either":[86],"k-nearest":[87],"neighbor":[88],"(KNN),":[89],"neural":[90],"network":[91],"(NN),":[92],"support":[93],"vector":[94],"machine":[95],"(SVM)":[96],"or":[97],"probability":[98],"density":[99],"weighted":[100],"mean":[101],"distance":[102],"(PDWMD)":[103],"is":[104,117,171],"used.":[105],"combination":[107],"features":[109],"classifiers":[111],"attains":[113],"best":[115],"results":[116],"presented":[118],"together":[119],"with":[120,135],"guidelines":[122],"selection.":[124],"accuracy":[126,154],"efficiency":[128],"our":[130],"are":[133],"compared":[134],"other":[136],"state-of-the-art":[137],"techniques":[138],"using":[139],"three":[140,143],"texture":[144],"achieves":[149],"highest":[151],"overall":[152],"any":[156],"tested":[159],"methods":[160],"has":[162],"moderate":[163],"execution":[164],"time.":[165],"Finally,":[166],"large-scale":[175],"Red":[180],"Sea":[181],"create":[183],"completely":[185],"classified":[186],"thematic":[187],"map":[188],"benthos.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
