{"id":"https://openalex.org/W3109179649","doi":"https://doi.org/10.3390/rs12233870","title":"How Far Can We Classify Macroalgae Remotely? An Example Using a New Spectral Library of Species from the South West Atlantic (Argentine Patagonia)","display_name":"How Far Can We Classify Macroalgae Remotely? An Example Using a New Spectral Library of Species from the South West Atlantic (Argentine Patagonia)","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3109179649","doi":"https://doi.org/10.3390/rs12233870","mag":"3109179649"},"language":"en","primary_location":{"id":"doi:10.3390/rs12233870","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233870","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3870/pdf?version=1606383117","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/2072-4292/12/23/3870/pdf?version=1606383117","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068848902","display_name":"O. Magal\u00ed Olmedo-Masat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142366","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico Patag\u00f3nico","ror":"https://ror.org/049xnr573","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4210142366","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"O. Magal\u00ed Olmedo-Masat","raw_affiliation_strings":["Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina","institution_ids":["https://openalex.org/I4210142366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080430797","display_name":"Mar\u00eda Paula Raffo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142366","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico Patag\u00f3nico","ror":"https://ror.org/049xnr573","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4210142366","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"M. Paula Raffo","raw_affiliation_strings":["Laboratorio de Algas Marinas Bent\u00f3nicas (LAMB-CENPAT), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio de Algas Marinas Bent\u00f3nicas (LAMB-CENPAT), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina","institution_ids":["https://openalex.org/I4210142366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027611017","display_name":"Daniel Rodr\u00edguez P\u00e9rez","orcid":"https://orcid.org/0000-0001-5811-4172"},"institutions":[{"id":"https://openalex.org/I178450904","display_name":"Universidad Nacional de Educaci\u00f3n a Distancia","ror":"https://ror.org/02msb5n36","country_code":"ES","type":"education","lineage":["https://openalex.org/I178450904"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Rodr\u00edguez-P\u00e9rez","raw_affiliation_strings":["Departamento de F\u00edsica Matem\u00e1tica y de Fluidos, Facultad de Ciencias, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica Matem\u00e1tica y de Fluidos, Facultad de Ciencias, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain","institution_ids":["https://openalex.org/I178450904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074759618","display_name":"Marianela Arij\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142366","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico Patag\u00f3nico","ror":"https://ror.org/049xnr573","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4210142366","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Marianela Arij\u00f3n","raw_affiliation_strings":["Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina","institution_ids":["https://openalex.org/I4210142366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023758653","display_name":"Noela S\u00e1nchez\u2010Carnero","orcid":"https://orcid.org/0000-0001-5940-0517"},"institutions":[{"id":"https://openalex.org/I4210142366","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico Patag\u00f3nico","ror":"https://ror.org/049xnr573","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4210142366","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Noela S\u00e1nchez-Carnero","raw_affiliation_strings":["Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro para el Estudio de Sistemas Marinos (CESIMAR), CCT CONICET\u2014CENPAT, Puerto Madryn, U9120ACD Chubut, Argentina","institution_ids":["https://openalex.org/I4210142366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068848902"],"corresponding_institution_ids":["https://openalex.org/I4210142366"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":2.2882,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.87240233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":"23","first_page":"3870","last_page":"3870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10643","display_name":"Marine and coastal plant biology","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10643","display_name":"Marine and coastal plant biology","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9846000075340271,"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/T12073","display_name":"Isotope Analysis in Ecology","score":0.9789000153541565,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6731360554695129},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5205546617507935},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.47263285517692566},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4621044099330902},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.4598868787288666},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45732298493385315},{"id":"https://openalex.org/keywords/spectral-signature","display_name":"Spectral signature","score":0.43581289052963257},{"id":"https://openalex.org/keywords/algae","display_name":"Algae","score":0.4117928445339203},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.33942359685897827},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3252260088920593},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21458756923675537},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12664830684661865}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6731360554695129},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5205546617507935},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.47263285517692566},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4621044099330902},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.4598868787288666},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45732298493385315},{"id":"https://openalex.org/C176641082","wikidata":"https://www.wikidata.org/wiki/Q2446767","display_name":"Spectral signature","level":2,"score":0.43581289052963257},{"id":"https://openalex.org/C559758991","wikidata":"https://www.wikidata.org/wiki/Q37868","display_name":"Algae","level":2,"score":0.4117928445339203},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.33942359685897827},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3252260088920593},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21458756923675537},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12664830684661865},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12233870","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233870","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3870/pdf?version=1606383117","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:4c931eda75314bbdba01dfca9d3862c1","is_oa":true,"landing_page_url":"https://doaj.org/article/4c931eda75314bbdba01dfca9d3862c1","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 23, p 3870 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/23/3870/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12233870","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 23; Pages: 3870","raw_type":"Text"},{"id":"pmh:oai:ri.conicet.gov.ar:11336/153187","is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/153187","pdf_url":null,"source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"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/rs12233870","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233870","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3870/pdf?version=1606383117","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,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321594","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3109179649.pdf","grobid_xml":"https://content.openalex.org/works/W3109179649.grobid-xml"},"referenced_works_count":107,"referenced_works":["https://openalex.org/W332089198","https://openalex.org/W385787348","https://openalex.org/W1548802052","https://openalex.org/W1569751710","https://openalex.org/W1570621007","https://openalex.org/W1594129548","https://openalex.org/W1792883818","https://openalex.org/W1941160534","https://openalex.org/W1964668496","https://openalex.org/W1968252368","https://openalex.org/W1968948287","https://openalex.org/W1970577023","https://openalex.org/W1972888393","https://openalex.org/W1974648890","https://openalex.org/W1974691683","https://openalex.org/W1976085273","https://openalex.org/W1981722323","https://openalex.org/W1982916856","https://openalex.org/W1996964541","https://openalex.org/W1998580401","https://openalex.org/W2005834464","https://openalex.org/W2006080894","https://openalex.org/W2010319424","https://openalex.org/W2014486216","https://openalex.org/W2016090370","https://openalex.org/W2016949000","https://openalex.org/W2019038438","https://openalex.org/W2021764888","https://openalex.org/W2022164337","https://openalex.org/W2022695942","https://openalex.org/W2024169067","https://openalex.org/W2030394284","https://openalex.org/W2032194976","https://openalex.org/W2033270557","https://openalex.org/W2033367142","https://openalex.org/W2033386573","https://openalex.org/W2035810931","https://openalex.org/W2040642358","https://openalex.org/W2044686603","https://openalex.org/W2046850796","https://openalex.org/W2050036348","https://openalex.org/W2051755926","https://openalex.org/W2055569421","https://openalex.org/W2067127317","https://openalex.org/W2067590871","https://openalex.org/W2069267285","https://openalex.org/W2072978618","https://openalex.org/W2076338114","https://openalex.org/W2080326497","https://openalex.org/W2081063882","https://openalex.org/W2083483806","https://openalex.org/W2083693142","https://openalex.org/W2092724472","https://openalex.org/W2095981167","https://openalex.org/W2100591403","https://openalex.org/W2108218391","https://openalex.org/W2108672630","https://openalex.org/W2132230504","https://openalex.org/W2133707124","https://openalex.org/W2139894054","https://openalex.org/W2148143762","https://openalex.org/W2152583725","https://openalex.org/W2154255573","https://openalex.org/W2155794442","https://openalex.org/W2159144444","https://openalex.org/W2161474056","https://openalex.org/W2175275988","https://openalex.org/W2198060799","https://openalex.org/W2289511349","https://openalex.org/W2399357356","https://openalex.org/W2413935627","https://openalex.org/W2419116396","https://openalex.org/W2476509205","https://openalex.org/W2535653571","https://openalex.org/W2611213186","https://openalex.org/W2745368298","https://openalex.org/W2755969986","https://openalex.org/W2761880702","https://openalex.org/W2766081098","https://openalex.org/W2767179913","https://openalex.org/W2772113366","https://openalex.org/W2788130805","https://openalex.org/W2795848008","https://openalex.org/W2799459423","https://openalex.org/W2843415492","https://openalex.org/W2885963442","https://openalex.org/W2889453039","https://openalex.org/W2896782565","https://openalex.org/W2898331420","https://openalex.org/W2923304905","https://openalex.org/W2979736561","https://openalex.org/W2989584406","https://openalex.org/W2997805611","https://openalex.org/W3024116153","https://openalex.org/W3034635256","https://openalex.org/W3040978759","https://openalex.org/W3094790364","https://openalex.org/W4234140235","https://openalex.org/W4250574118","https://openalex.org/W4285719527","https://openalex.org/W6639156787","https://openalex.org/W6680612412","https://openalex.org/W6712810559","https://openalex.org/W6720257067","https://openalex.org/W6774817574","https://openalex.org/W6811781093","https://openalex.org/W7074633471"],"related_works":["https://openalex.org/W2738168532","https://openalex.org/W4367471608","https://openalex.org/W2037328426","https://openalex.org/W2889956472","https://openalex.org/W2054439167","https://openalex.org/W2044594927","https://openalex.org/W2012636591","https://openalex.org/W2539574252","https://openalex.org/W2791078257","https://openalex.org/W4287750516"],"abstract_inverted_index":{"Macroalgae":[0],"have":[1],"attracted":[2],"the":[3,37,57,73,81,93,109,127,154],"interest":[4],"of":[5,16,23,64,72,86,111,113,133,157,164,170],"remote":[6,49],"sensing":[7],"as":[8],"targets":[9],"to":[10,27,43],"study":[11],"coastal":[12,172],"marine":[13,173],"ecosystems":[14],"because":[15],"their":[17,114],"key":[18],"ecological":[19,166],"role.":[20],"The":[21,51,84,141],"goal":[22],"this":[24,158,165],"paper":[25],"is":[26,96],"analyze":[28],"a":[29,77],"new":[30],"spectral":[31,78,117,128,144,159],"library,":[32],"including":[33],"28":[34],"macroalgae":[35],"from":[36,108],"South-West":[38],"Atlantic":[39,58],"coast,":[40],"in":[41,47,56,76],"order":[42],"assess":[44],"its":[45],"use":[46],"hyperspectral":[48,137],"sensing.":[50],"library":[52,79,160],"includes":[53],"species":[54,74],"collected":[55],"Patagonian":[59],"coast":[60],"(Argentina)":[61],"with":[62],"representatives":[63],"brown,":[65],"red,":[66],"and":[67,92,103,121,130,146,167],"green":[68],"algae,":[69],"being":[70],"22":[71],"included":[75],"for":[80,161],"first":[82],"time.":[83],"spectra":[85],"these":[87],"main":[88],"groups":[89],"are":[90],"described,":[91],"intraspecific":[94],"variability":[95],"also":[97],"assessed,":[98],"considering":[99],"kelp":[100],"differentiated":[101],"tissues":[102],"depth":[104],"range,":[105],"discussing":[106],"them":[107],"point":[110],"view":[112],"effects":[115],"on":[116],"features.":[118],"A":[119],"classification":[120],"an":[122],"independent":[123],"component":[124],"analysis":[125],"using":[126],"range":[129],"simulated":[131],"bands":[132],"two":[134],"state-of-the-art":[135],"drone-borne":[136],"sensors":[138],"were":[139],"performed.":[140],"results":[142],"show":[143],"features":[145],"clusters":[147],"identifying":[148],"further":[149],"algae":[150],"taxonomic":[151],"groups,":[152],"showing":[153],"potential":[155],"applications":[156],"drone-based":[162],"mapping":[163],"economical":[168],"asset":[169],"our":[171],"ecosystems.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}