{"id":"https://openalex.org/W4405723517","doi":"https://doi.org/10.3390/rs16244785","title":"Exploring Trends and Variability of Water Quality over Lake Titicaca Using Global Remote Sensing Products","display_name":"Exploring Trends and Variability of Water Quality over Lake Titicaca Using Global Remote Sensing Products","publication_year":2024,"publication_date":"2024-12-22","ids":{"openalex":"https://openalex.org/W4405723517","doi":"https://doi.org/10.3390/rs16244785"},"language":"en","primary_location":{"id":"doi:10.3390/rs16244785","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244785","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4785/pdf?version=1734860940","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/2072-4292/16/24/4785/pdf?version=1734860940","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115619937","display_name":"Vann Harvey Maligaya","orcid":null},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Vann Harvey Maligaya","raw_affiliation_strings":["Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038140383","display_name":"Analy Baltodano","orcid":"https://orcid.org/0000-0002-2067-8025"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Analy Baltodano","raw_affiliation_strings":["Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047320866","display_name":"Afnan Agramont","orcid":"https://orcid.org/0000-0002-0977-2387"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I917866944","display_name":"Universidad Cat\u00f3lica Boliviana San Pablo","ror":"https://ror.org/036b2ns30","country_code":"BO","type":"education","lineage":["https://openalex.org/I917866944"]}],"countries":["BE","BO"],"is_corresponding":false,"raw_author_name":"Afnan Agramont","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Agua Energ\u00eda y Sostenibilidad, Universidad Cat\u00f3lica Boliviana San Pablo, La Paz 4805, Bolivia","Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Agua Energ\u00eda y Sostenibilidad, Universidad Cat\u00f3lica Boliviana San Pablo, La Paz 4805, Bolivia","institution_ids":["https://openalex.org/I917866944"]},{"raw_affiliation_string":"Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063228061","display_name":"Ann van Griensven","orcid":"https://orcid.org/0000-0002-2105-6287"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I2799973717","display_name":"IHE Delft Institute for Water Education","ror":"https://ror.org/030deh410","country_code":"NL","type":"education","lineage":["https://openalex.org/I2799973717"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Ann van Griensven","raw_affiliation_strings":["Core of Hydrology and Water Resources, UNESCO-IHE Institute for Water Education, 2611 AX Delft, The Netherlands","Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Core of Hydrology and Water Resources, UNESCO-IHE Institute for Water Education, 2611 AX Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]},{"raw_affiliation_string":"Water and Climate Department, Vrije Universiteit Brussel, 1050 Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115619937"],"corresponding_institution_ids":["https://openalex.org/I13469542"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23517575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"24","first_page":"4785","last_page":"4785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.9708999991416931,"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/T11634","display_name":"Water Quality and Pollution Assessment","score":0.9708999991416931,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9700000286102295,"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/T10302","display_name":"Fish Ecology and Management Studies","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/environmental-science","display_name":"Environmental science","score":0.7208056449890137},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.5513548254966736},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4982001781463623},{"id":"https://openalex.org/keywords/turbidity","display_name":"Turbidity","score":0.489757776260376},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44085219502449036},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.42153602838516235},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.373775839805603},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2546151876449585},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.17379745841026306}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7208056449890137},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.5513548254966736},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4982001781463623},{"id":"https://openalex.org/C64016661","wikidata":"https://www.wikidata.org/wiki/Q898574","display_name":"Turbidity","level":2,"score":0.489757776260376},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44085219502449036},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.42153602838516235},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.373775839805603},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2546151876449585},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.17379745841026306},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs16244785","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244785","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4785/pdf?version=1734860940","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:e18044751ef84810b6ee8217a665fada","is_oa":true,"landing_page_url":"https://doaj.org/article/e18044751ef84810b6ee8217a665fada","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 24, p 4785 (2024)","raw_type":"article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:179155","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/exploring-trends-and-variability-of-water-quality-over-lake-titicaca-using-global-remote-sensing-products(6a888bcc-2940-46f1-a7fd-9dd32389e4d0).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:250472","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16244785","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244785","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4785/pdf?version=1734860940","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":"Clean water and sanitation","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405723517.pdf","grobid_xml":"https://content.openalex.org/works/W4405723517.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W165772476","https://openalex.org/W195701679","https://openalex.org/W1650177443","https://openalex.org/W1827683764","https://openalex.org/W1970100864","https://openalex.org/W1993975089","https://openalex.org/W2029818074","https://openalex.org/W2046217142","https://openalex.org/W2070361569","https://openalex.org/W2075730728","https://openalex.org/W2120514850","https://openalex.org/W2137595065","https://openalex.org/W2145554228","https://openalex.org/W2165215611","https://openalex.org/W2181398025","https://openalex.org/W2308977555","https://openalex.org/W2546671512","https://openalex.org/W2567263364","https://openalex.org/W2793415180","https://openalex.org/W2795272543","https://openalex.org/W2915596521","https://openalex.org/W2943308613","https://openalex.org/W2990728303","https://openalex.org/W3012014892","https://openalex.org/W3024768525","https://openalex.org/W3025128737","https://openalex.org/W3035965352","https://openalex.org/W3120245422","https://openalex.org/W3146408183","https://openalex.org/W3209534045","https://openalex.org/W3215814644","https://openalex.org/W4213176949","https://openalex.org/W4220777387","https://openalex.org/W4224220357","https://openalex.org/W4226395132","https://openalex.org/W4238551517","https://openalex.org/W4249664646","https://openalex.org/W4282918444","https://openalex.org/W4308605074","https://openalex.org/W4309717794","https://openalex.org/W4313528384","https://openalex.org/W4360611984","https://openalex.org/W4387522039","https://openalex.org/W4392555810","https://openalex.org/W4393155560","https://openalex.org/W4402265507","https://openalex.org/W4402922087","https://openalex.org/W4403776191","https://openalex.org/W6871618094","https://openalex.org/W6997268963"],"related_works":["https://openalex.org/W2936713214","https://openalex.org/W2356755667","https://openalex.org/W3208236762","https://openalex.org/W4304690685","https://openalex.org/W2607474063","https://openalex.org/W3018395630","https://openalex.org/W4239095282","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658"],"abstract_inverted_index":{"Understanding":[0],"the":[1,18,21,91,111,114,155,162,187,206,230,240,247,260,264,311,314,326,333],"current":[2],"water":[3,62,77,86,120,136,193,273,298],"quality":[4,25,63,78,87,121,137,274],"dynamics":[5],"is":[6,29,73,123],"necessary":[7],"to":[8,17,58,69,75,214,279,320],"ensure":[9],"that":[10,205],"ecological":[11],"and":[12,20,43,94,144,149,161,180,197,301,307,324],"sociocultural":[13],"services":[14],"are":[15,38,96],"provided":[16],"population":[19],"natural":[22],"environment.":[23],"Water":[24],"monitoring":[26,122],"of":[27,56,82,99,113,116,151,186,190,201,225,229,258,263,316],"lakes":[28],"usually":[30],"performed":[31,237],"with":[32,146,176,181,253,284,292],"in":[33,61,90,106,127,177,215,223,243,256],"situ":[34,178,216],"measurements;":[35],"however,":[36,218],"these":[37,117,268],"costly,":[39],"time":[40],"consuming,":[41],"laborious,":[42],"can":[44,276,289],"have":[45],"limited":[46,210,285],"spatial":[47],"coverage.":[48],"Nowadays,":[49],"remote":[50,84,131,271],"sensing":[51,85,132,272],"offers":[52],"an":[53],"alternative":[54],"source":[55],"data":[57],"be":[59,277,290],"used":[60,278],"monitoring;":[64],"by":[65],"applying":[66],"appropriate":[67,334],"algorithms":[68,303],"satellite":[70],"imagery,":[71],"it":[72],"possible":[74],"retrieve":[76],"parameters.":[79,232,266],"The":[80,199,233],"use":[81],"global":[83,130,270,317],"products":[88,100,118,133,208,249,275,319,327],"increased":[89],"last":[92],"decade,":[93],"there":[95],"a":[97,174],"multitude":[98],"available":[101],"from":[102],"various":[103,135],"databases.":[104],"However,":[105],"Latin":[107],"America,":[108],"studies":[109],"on":[110,141,251],"inter-comparison":[112],"applicability":[115],"for":[119,184,304,313,330],"rather":[124],"scarce.":[125],"Therefore,":[126],"this":[128,202],"study,":[129],"estimating":[134,244],"parameters":[138],"were":[139,171,250],"explored":[140],"Lake":[142,281],"Titicaca":[143],"compared":[145,213],"each":[147,182,254],"other":[148,183,255],"sources":[150],"data.":[152],"Two":[153],"products,":[154],"Copernicus":[156],"Global":[157],"Land":[158],"Service":[159],"(CGLS)":[160],"European":[163],"Space":[164],"Agency":[165],"Lakes":[166],"Climate":[167],"Change":[168],"Initiative":[169],"(ESA-CCI),":[170],"evaluated":[172],"through":[173],"comparison":[175],"measurements":[179],"analysis":[185],"spatiotemporal":[188,227,261],"variability":[189,228],"lake":[191],"surface":[192],"temperature":[194],"(LSWT),":[195],"turbidity,":[196],"chlorophyll-a.":[198],"results":[200],"study":[203],"showed":[204],"two":[207,248,269],"had":[209],"accuracy":[211],"when":[212],"data;":[217],"remarkable":[219],"performance":[220],"was":[221],"observed":[222],"terms":[224,257],"exhibiting":[226],"WQ":[231,265,318],"ESA-CCI":[234],"LSWT":[235],"product":[236,242],"better":[238,302],"than":[239],"CGLS":[241],"LSWT,":[245],"while":[246],"par":[252],"demonstrating":[259],"patterns":[262],"Overall,":[267],"monitor":[280],"Titicaca,":[282],"currently":[283],"accuracy,":[286],"but":[287],"they":[288],"improved":[291],"precise":[293],"pixel":[294],"identification,":[295],"accurate":[296],"optical":[297],"type":[299],"definition,":[300],"atmospheric":[305],"correction":[306],"retrieval.":[308],"This":[309],"highlights":[310],"need":[312],"improvement":[315],"fit":[321],"local":[322],"conditions":[323],"make":[325],"more":[328],"useful":[329],"decision-making":[331],"at":[332],"scale.":[335]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
