{"id":"https://openalex.org/W3000631984","doi":"https://doi.org/10.3390/rs12020284","title":"Multiplatform Earth Observation Systems for Monitoring Water Quality in Vulnerable Inland Ecosystems: Maspalomas Water Lagoon","display_name":"Multiplatform Earth Observation Systems for Monitoring Water Quality in Vulnerable Inland Ecosystems: Maspalomas Water Lagoon","publication_year":2020,"publication_date":"2020-01-15","ids":{"openalex":"https://openalex.org/W3000631984","doi":"https://doi.org/10.3390/rs12020284","mag":"3000631984"},"language":"en","primary_location":{"id":"doi:10.3390/rs12020284","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020284","pdf_url":"https://www.mdpi.com/2072-4292/12/2/284/pdf?version=1579684759","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/2072-4292/12/2/284/pdf?version=1579684759","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052022373","display_name":"Francisco Eugenio","orcid":"https://orcid.org/0000-0002-0010-4024"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Eugenio","raw_affiliation_strings":["Instituto de Oceanograf\u00eda y Cambio Global, IOCAG, Universidad de las Palmas de Gran Canaria, ULPGC, Unidad Asociada ULPGC-CSIC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0010-4024","affiliations":[{"raw_affiliation_string":"Instituto de Oceanograf\u00eda y Cambio Global, IOCAG, Universidad de las Palmas de Gran Canaria, ULPGC, Unidad Asociada ULPGC-CSIC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051885956","display_name":"Javier Marcello","orcid":"https://orcid.org/0000-0002-9646-1017"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Marcello","raw_affiliation_strings":["Instituto de Oceanograf\u00eda y Cambio Global, IOCAG, Universidad de las Palmas de Gran Canaria, ULPGC, Unidad Asociada ULPGC-CSIC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9646-1017","affiliations":[{"raw_affiliation_string":"Instituto de Oceanograf\u00eda y Cambio Global, IOCAG, Universidad de las Palmas de Gran Canaria, ULPGC, Unidad Asociada ULPGC-CSIC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103786791","display_name":"Javier Mart\u00edn","orcid":null},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Mart\u00edn","raw_affiliation_strings":["Departamento de F\u00edsica, Universidad de las Palmas de Gran Canaria, ULPGC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Universidad de las Palmas de Gran Canaria, ULPGC, 35017 Las Palmas de Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052022373"],"corresponding_institution_ids":["https://openalex.org/I119635470"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.3068,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77484829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"2","first_page":"284","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9937000274658203,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9937000274658203,"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/T12073","display_name":"Isotope Analysis in Ecology","score":0.9610999822616577,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9415000081062317,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7670304775238037},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6116783022880554},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5732899904251099},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.524332582950592},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4986555576324463},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.49809908866882324},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49382027983665466},{"id":"https://openalex.org/keywords/bathymetry","display_name":"Bathymetry","score":0.45456579327583313},{"id":"https://openalex.org/keywords/marine-ecosystem","display_name":"Marine ecosystem","score":0.4337507486343384},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3285548985004425},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.29246288537979126},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19937527179718018},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.18775522708892822},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1198917031288147}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7670304775238037},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6116783022880554},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5732899904251099},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.524332582950592},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4986555576324463},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.49809908866882324},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49382027983665466},{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.45456579327583313},{"id":"https://openalex.org/C151152651","wikidata":"https://www.wikidata.org/wiki/Q3304561","display_name":"Marine ecosystem","level":3,"score":0.4337507486343384},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3285548985004425},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.29246288537979126},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19937527179718018},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.18775522708892822},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1198917031288147},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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":3,"locations":[{"id":"doi:10.3390/rs12020284","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020284","pdf_url":"https://www.mdpi.com/2072-4292/12/2/284/pdf?version=1579684759","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:accedacris.ulpgc.es:10553/70997","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/70997","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing[ISSN 2072-4292],v. 12 (2)","raw_type":"info:eu-repo/semantics/Article"},{"id":"pmh:oai:doaj.org/article:1fa9a15620114dc196ac4d5333ddfd4f","is_oa":true,"landing_page_url":"https://doaj.org/article/1fa9a15620114dc196ac4d5333ddfd4f","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 2, p 284 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs12020284","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020284","pdf_url":"https://www.mdpi.com/2072-4292/12/2/284/pdf?version=1579684759","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":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G198482553","display_name":null,"funder_award_id":"CTM2016-77733-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8312856193","display_name":null,"funder_award_id":"CTM2016-77733-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320323811","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464"},{"id":"https://openalex.org/F4320326574","display_name":"Instituto Nacional de T\u00e9cnica Aeroespacial","ror":"https://ror.org/02m44ak47"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000631984.pdf","grobid_xml":"https://content.openalex.org/works/W3000631984.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W569582110","https://openalex.org/W1964454054","https://openalex.org/W1967906870","https://openalex.org/W1988845426","https://openalex.org/W2016964520","https://openalex.org/W2022786029","https://openalex.org/W2027975676","https://openalex.org/W2070022366","https://openalex.org/W2070665440","https://openalex.org/W2076739620","https://openalex.org/W2113753426","https://openalex.org/W2131943434","https://openalex.org/W2161247168","https://openalex.org/W2169939759","https://openalex.org/W2227744555","https://openalex.org/W2263211707","https://openalex.org/W2273225371","https://openalex.org/W2462769881","https://openalex.org/W2513884524","https://openalex.org/W2564380398","https://openalex.org/W2593522913","https://openalex.org/W2752861348","https://openalex.org/W2766685544","https://openalex.org/W2768101903","https://openalex.org/W2770144354","https://openalex.org/W2793309886","https://openalex.org/W2793415180","https://openalex.org/W2909215525","https://openalex.org/W2951723287","https://openalex.org/W4300952079","https://openalex.org/W6641417409","https://openalex.org/W6647914248"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4386322305"],"abstract_inverted_index":{"The":[0,159,208],"accurate":[1],"monitoring":[2],"of":[3,10,22,27,89,107,119,162,173,206,271],"water":[4,42,90,108,131,209],"quality":[5,26,132,210],"indicators,":[6],"bathymetry":[7],"and":[8,30,40,53,77,80,150,157,186,189,230,261],"distribution":[9],"benthic":[11],"habitats":[12],"in":[13,134,223,262],"vulnerable":[14],"ecosystems":[15,43],"is":[16,91,122],"key":[17],"to":[18,31,50,66,72,94,102,123,129,254],"assessing":[19],"the":[20,25,103,116,170,214,244,248,256,259],"effects":[21],"climate":[23],"change,":[24],"natural":[28],"areas":[29],"guide":[32],"appropriate":[33],"biodiversity,":[34],"tourism":[35],"or":[36,82],"fisheries":[37],"policies.":[38],"Coastal":[39],"inland":[41,135],"are":[44],"very":[45,104],"complex":[46,239],"but":[47],"crucial":[48],"due":[49,93,101],"their":[51],"richness":[52],"primary":[54],"production.":[55],"In":[56,85,241],"this":[57,120,238],"context,":[58],"remote":[59,215],"sensing":[60,216],"can":[61,194],"be":[62,196],"a":[63,125,198,203,269],"reliable":[64],"way":[65],"monitor":[67],"these":[68],"areas,":[69],"mainly":[70],"thanks":[71],"satellite":[73],"sensors\u2019":[74],"improved":[75],"spatial":[76],"spectral":[78],"capabilities":[79],"airborne":[81],"drone":[83,245],"instruments.":[84],"general,":[86],"mapping":[87],"bodies":[88],"challenging":[92],"low":[95,105],"signal-to-noise":[96],"(SNR)":[97],"at":[98],"sensor":[99],"level,":[100],"reflectance":[106],"surfaces":[109],"as":[110,112,176,178],"well":[111,177],"atmospheric":[113],"effects.":[114],"Therefore,":[115],"main":[117],"objective":[118],"work":[121],"provide":[124],"robust":[126],"processing":[127],"framework":[128],"estimate":[130],"parameters":[133],"shallow":[136],"waters":[137],"using":[138,221],"multiplatform":[139],"data.":[140],"More":[141],"specifically,":[142],"we":[143],"measured":[144],"chlorophyll":[145,190],"concentrations":[146],"(Chl-a)":[147],"from":[148],"multispectral":[149],"hyperspectral":[151,246],"sensors":[152],"on":[153],"board":[154],"satellites,":[155],"aircrafts":[156],"drones.":[158],"Natural":[160],"Reserve":[161],"Maspalomas,":[163],"Canary":[164],"Island":[165],"(Spain),":[166],"was":[167,266],"chosen":[168],"for":[169,237,243],"study":[171],"because":[172],"its":[174],"complexity":[175],"being":[179],"an":[180],"inner":[181],"lagoon":[182],"with":[183,268],"considerable":[184],"organic":[185],"inorganic":[187],"matter":[188],"concentration.":[191],"This":[192],"area":[193],"also":[195],"considered":[197],"well-known":[199],"coastal-dune":[200],"ecosystem":[201],"attracting":[202],"large":[204],"amount":[205],"tourists.":[207],"parameter":[211],"estimated":[212,260],"by":[213],"platforms":[217],"has":[218],"been":[219,235],"validated":[220],"co-temporal":[222],"situ":[224,263],"measurements":[225],"collected":[226],"during":[227],"field":[228],"campaigns,":[229],"quite":[231],"satisfactory":[232],"results":[233],"have":[234],"achieved":[236],"ecosystem.":[240],"particular,":[242],"instrument,":[247],"root":[249],"mean":[250],"square":[251],"error,":[252],"computed":[253],"quantify":[255],"differences":[257],"between":[258],"chlorophyll-a":[264],"concentrations,":[265],"3.45":[267],"bias":[270],"2.96.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
