{"id":"https://openalex.org/W3166002681","doi":"https://doi.org/10.3390/s21124118","title":"Integration of Remote Sensing and Mexican Water Quality Monitoring System Using an Extreme Learning Machine","display_name":"Integration of Remote Sensing and Mexican Water Quality Monitoring System Using an Extreme Learning Machine","publication_year":2021,"publication_date":"2021-06-15","ids":{"openalex":"https://openalex.org/W3166002681","doi":"https://doi.org/10.3390/s21124118","mag":"3166002681","pmid":"https://pubmed.ncbi.nlm.nih.gov/34203863"},"language":"en","primary_location":{"id":"doi:10.3390/s21124118","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21124118","pdf_url":"https://www.mdpi.com/1424-8220/21/12/4118/pdf?version=1624254107","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/12/4118/pdf?version=1624254107","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010314299","display_name":"Leonardo F. Arias-Rodriguez","orcid":"https://orcid.org/0000-0002-8151-8631"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Leonardo F. Arias-Rodriguez","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8151-8631","affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007558771","display_name":"Zheng Duan","orcid":"https://orcid.org/0000-0002-4411-8196"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Zheng Duan","raw_affiliation_strings":["Department of Physical Geography and Ecosystem Science, Lund University, S-223 62 Lund, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Geography and Ecosystem Science, Lund University, S-223 62 Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017334744","display_name":"Jos\u00e9 de Jes\u00fas D\u00edaz-Torres","orcid":"https://orcid.org/0000-0002-2467-1031"},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 de Jes\u00fas D\u00edaz-Torres","raw_affiliation_strings":["Center for Research and Assistance in Technology and Design of the State of Jalisco, Colinas de la Normal, 44270 Guadalajara, Jalisco, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2467-1031","affiliations":[{"raw_affiliation_string":"Center for Research and Assistance in Technology and Design of the State of Jalisco, Colinas de la Normal, 44270 Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014647050","display_name":"M\u00f3nica Basilio Hazas","orcid":"https://orcid.org/0000-0002-5925-9426"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M\u00f3nica Basilio Hazas","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000079785","display_name":"Jingshui Huang","orcid":"https://orcid.org/0000-0001-6313-0230"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jingshui Huang","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6313-0230","affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026250647","display_name":"Bapitha Udhaya Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bapitha Udhaya Kumar","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021091270","display_name":"Ye Tuo","orcid":"https://orcid.org/0000-0001-6170-2856"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ye Tuo","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080642606","display_name":"Markus Disse","orcid":"https://orcid.org/0000-0003-4620-575X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Disse","raw_affiliation_strings":["Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4620-575X","affiliations":[{"raw_affiliation_string":"Chair of Hydrology and River Basin Management, Technical University of Munich, 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010314299"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":1937,"currency":"EUR","value_usd":2089},"fwci":3.0663,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.91260655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"21","issue":"12","first_page":"4118","last_page":"4118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9984999895095825,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/remote-sensing","display_name":"Remote sensing","score":0.6841358542442322},{"id":"https://openalex.org/keywords/colored-dissolved-organic-matter","display_name":"Colored dissolved organic matter","score":0.629500150680542},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.5815722942352295},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5567003488540649},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5242467522621155},{"id":"https://openalex.org/keywords/environmental-monitoring","display_name":"Environmental monitoring","score":0.5002293586730957},{"id":"https://openalex.org/keywords/turbidity","display_name":"Turbidity","score":0.4777314364910126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4352087080478668},{"id":"https://openalex.org/keywords/atmospheric-correction","display_name":"Atmospheric correction","score":0.41600221395492554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2026391327381134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1272841989994049},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10079258680343628},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09844040870666504},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.08984550833702087},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.07101467251777649}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6841358542442322},{"id":"https://openalex.org/C135009316","wikidata":"https://www.wikidata.org/wiki/Q986090","display_name":"Colored dissolved organic matter","level":4,"score":0.629500150680542},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.5815722942352295},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5567003488540649},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5242467522621155},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.5002293586730957},{"id":"https://openalex.org/C64016661","wikidata":"https://www.wikidata.org/wiki/Q898574","display_name":"Turbidity","level":2,"score":0.4777314364910126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4352087080478668},{"id":"https://openalex.org/C2778329001","wikidata":"https://www.wikidata.org/wiki/Q4817104","display_name":"Atmospheric correction","level":3,"score":0.41600221395492554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2026391327381134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1272841989994049},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10079258680343628},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09844040870666504},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.08984550833702087},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.07101467251777649},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014867","descriptor_name":"Water","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014867","descriptor_name":"Water","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014867","descriptor_name":"Water","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058998","descriptor_name":"Remote Sensing Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060753","descriptor_name":"Water Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.3390/s21124118","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21124118","pdf_url":"https://www.mdpi.com/1424-8220/21/12/4118/pdf?version=1624254107","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:34203863","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34203863","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:1605616e215549949cfb5b18d7e02a54","is_oa":true,"landing_page_url":"https://doaj.org/article/1605616e215549949cfb5b18d7e02a54","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":"Sensors, Vol 21, Iss 12, p 4118 (2021)","raw_type":"article"},{"id":"pmh:oai:lup.lub.lu.se:ef0c410e-05e5-4918-90cd-a9530b101ce0","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/ef0c410e-05e5-4918-90cd-a9530b101ce0","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1424-8220","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/12/4118/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21124118","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":"Sensors; Volume 21; Issue 12; Pages: 4118","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1727794","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1727794","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8232681","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8232681","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21124118","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21124118","pdf_url":"https://www.mdpi.com/1424-8220/21/12/4118/pdf?version=1624254107","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8534867097","display_name":null,"funder_award_id":"678957","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320323383","display_name":"Technische Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/02kkvpp62"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"},{"id":"https://openalex.org/F4320335380","display_name":"Graduate School, Technische Universit\u00e4t M\u00fcnchen","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3166002681.pdf","grobid_xml":"https://content.openalex.org/works/W3166002681.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W302734235","https://openalex.org/W1497442476","https://openalex.org/W1501481435","https://openalex.org/W1763987590","https://openalex.org/W1831050183","https://openalex.org/W1894357780","https://openalex.org/W1971407920","https://openalex.org/W1988211208","https://openalex.org/W1994796969","https://openalex.org/W1998837062","https://openalex.org/W2004407859","https://openalex.org/W2004666306","https://openalex.org/W2006538047","https://openalex.org/W2007342648","https://openalex.org/W2014253267","https://openalex.org/W2019940651","https://openalex.org/W2022884775","https://openalex.org/W2034742150","https://openalex.org/W2039281467","https://openalex.org/W2041028620","https://openalex.org/W2044516097","https://openalex.org/W2046634804","https://openalex.org/W2053547606","https://openalex.org/W2055058636","https://openalex.org/W2058447011","https://openalex.org/W2060628476","https://openalex.org/W2067999732","https://openalex.org/W2070316730","https://openalex.org/W2070665440","https://openalex.org/W2082714424","https://openalex.org/W2083219503","https://openalex.org/W2086827260","https://openalex.org/W2093730446","https://openalex.org/W2101234009","https://openalex.org/W2106529095","https://openalex.org/W2111072639","https://openalex.org/W2123737232","https://openalex.org/W2125024740","https://openalex.org/W2141133544","https://openalex.org/W2145539952","https://openalex.org/W2146362072","https://openalex.org/W2146547495","https://openalex.org/W2149876895","https://openalex.org/W2164731723","https://openalex.org/W2168086350","https://openalex.org/W2168565615","https://openalex.org/W2172000864","https://openalex.org/W2254494691","https://openalex.org/W2314248168","https://openalex.org/W2338687340","https://openalex.org/W2344328155","https://openalex.org/W2511105384","https://openalex.org/W2513859266","https://openalex.org/W2513884524","https://openalex.org/W2533985999","https://openalex.org/W2562763039","https://openalex.org/W2778757033","https://openalex.org/W2787894218","https://openalex.org/W2805907410","https://openalex.org/W2806229524","https://openalex.org/W2891166038","https://openalex.org/W2897315613","https://openalex.org/W2907102908","https://openalex.org/W2992908261","https://openalex.org/W2996875721","https://openalex.org/W2997591727","https://openalex.org/W2999510575","https://openalex.org/W3011061547","https://openalex.org/W3011860789","https://openalex.org/W3011988525","https://openalex.org/W3018952706","https://openalex.org/W3025039077","https://openalex.org/W3046794198","https://openalex.org/W3114378355","https://openalex.org/W4285719527","https://openalex.org/W6610874701"],"related_works":["https://openalex.org/W2152361613","https://openalex.org/W2054008762","https://openalex.org/W3149970704","https://openalex.org/W2607474063","https://openalex.org/W3018395630","https://openalex.org/W4239095282","https://openalex.org/W3182585095","https://openalex.org/W3185226903","https://openalex.org/W2055962153","https://openalex.org/W2093291866"],"abstract_inverted_index":{"Remote":[0],"Sensing,":[1],"as":[2],"a":[3,95,101],"driver":[4],"for":[5,105,123,175],"water":[6,14,73,201],"management":[7],"decisions,":[8],"needs":[9],"further":[10],"integration":[11,195],"with":[12,78,142],"monitoring":[13,33,61,75,158,189,203],"quality":[15,74,199,202],"programs,":[16],"especially":[17],"in":[18,32],"developing":[19],"countries.":[20],"Moreover,":[21],"usage":[22],"of":[23,43,200],"remote":[24,183],"sensing":[25,184],"approaches":[26],"has":[27],"not":[28,149],"been":[29],"broadly":[30],"applied":[31],"routines.":[34],"Therefore,":[35],"it":[36,147],"is":[37,148,165,185],"necessary":[38],"to":[39,46,88,151,156,167,187],"assess":[40],"the":[41,48,70,130,143,198],"efficacy":[42],"available":[44],"sensors":[45],"complement":[47],"often":[49],"limited":[50],"field":[51,66],"measurements":[52,67],"from":[53,69,80],"such":[54],"programs":[55],"and":[56,85,100,114,125,146,192],"build":[57],"models":[58,170],"that":[59,135,182],"support":[60,96,157,188],"tasks.":[62],"Here,":[63],"we":[64],"integrate":[65],"(2013\u20132019)":[68],"Mexican":[71],"national":[72],"system":[76],"(RNMCA)":[77],"data":[79,145,164],"Landsat-8":[81],"OLI,":[82],"Sentinel-3":[83],"OLCI,":[84],"Sentinel-2":[86],"MSI":[87],"train":[89],"an":[90,172],"extreme":[91],"learning":[92],"machine":[93],"(ELM),":[94],"vector":[97],"regression":[98,103],"(SVR)":[99],"linear":[102],"(LR)":[104],"estimating":[106],"Chlorophyll-a":[107],"(Chl-a),":[108],"Turbidity,":[109],"Total":[110],"Suspended":[111],"Matter":[112],"(TSM)":[113],"Secchi":[115],"Disk":[116],"Depth":[117],"(SDD).":[118],"Additionally,":[119],"OLCI":[120,136,161],"Level-2":[121,137],"Products":[122,138],"Chl-a":[124],"TSM":[126],"are":[127,139],"compared":[128],"against":[129],"RNMCA":[131,144],"data.":[132],"We":[133,180],"observed":[134],"poorly":[140],"correlated":[141],"feasible":[150],"rely":[152],"only":[153],"on":[154],"them":[155],"operations.":[159],"However,":[160],"atmospherically":[162],"corrected":[163],"useful":[166,186],"develop":[168],"accurate":[169],"using":[171],"ELM,":[173],"particularly":[174],"Turbidity":[176],"(R2":[177],"=":[178],"0.7).":[179],"conclude":[181],"systems":[190],"tasks,":[191],"its":[193],"progressive":[194],"will":[196],"improve":[197],"programs.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
