{"id":"https://openalex.org/W4390175108","doi":"https://doi.org/10.3390/rs16010068","title":"Long-Term Monitoring of Inland Water Quality Parameters Using Landsat Time-Series and Back-Propagated ANN: Assessment and Usability in a Real-Case Scenario","display_name":"Long-Term Monitoring of Inland Water Quality Parameters Using Landsat Time-Series and Back-Propagated ANN: Assessment and Usability in a Real-Case Scenario","publication_year":2023,"publication_date":"2023-12-23","ids":{"openalex":"https://openalex.org/W4390175108","doi":"https://doi.org/10.3390/rs16010068"},"language":"en","primary_location":{"id":"doi:10.3390/rs16010068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16010068","pdf_url":"https://www.mdpi.com/2072-4292/16/1/68/pdf?version=1703325506","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/2072-4292/16/1/68/pdf?version=1703325506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033211476","display_name":"Gordana Jakovljevi\u0107","orcid":"https://orcid.org/0000-0003-2784-8370"},"institutions":[{"id":"https://openalex.org/I173887773","display_name":"University of Banja Luka","ror":"https://ror.org/0282m7c06","country_code":"BA","type":"education","lineage":["https://openalex.org/I173887773"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Gordana Jakovljevic","raw_affiliation_strings":["Faculty of Architecture, Civil Engineering and Geodesy, University of Banja Luka, 78000 Banja Luka, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Architecture, Civil Engineering and Geodesy, University of Banja Luka, 78000 Banja Luka, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I173887773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063446279","display_name":"Mar\u00eda Flor \u00c1lvarez Taboada","orcid":"https://orcid.org/0000-0002-1530-3309"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Flor \u00c1lvarez-Taboada","raw_affiliation_strings":["Department of Mining Engineering, School of Agrarian and Forest Engineering, Ponferrada Campus, Universidad de Le\u00f3n, 24404 Ponferrada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mining Engineering, School of Agrarian and Forest Engineering, Ponferrada Campus, Universidad de Le\u00f3n, 24404 Ponferrada, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053135886","display_name":"Miro Govedarica","orcid":"https://orcid.org/0000-0003-1698-0800"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miro Govedarica","raw_affiliation_strings":["Faculty of Technical Science, University of Novi Sad, 2100 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Technical Science, University of Novi Sad, 2100 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063446279"],"corresponding_institution_ids":["https://openalex.org/I8833935"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.6407,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81961134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"1","first_page":"68","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9944999814033508,"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":0.986299991607666,"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/usability","display_name":"Usability","score":0.7249531745910645},{"id":"https://openalex.org/keywords/water-quality","display_name":"Water quality","score":0.6650751829147339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5376940965652466},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.515419602394104},{"id":"https://openalex.org/keywords/total-suspended-solids","display_name":"Total suspended solids","score":0.5049505829811096},{"id":"https://openalex.org/keywords/water-scarcity","display_name":"Water scarcity","score":0.45641544461250305},{"id":"https://openalex.org/keywords/urbanization","display_name":"Urbanization","score":0.42533156275749207},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3922058939933777},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32756853103637695},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.3107999861240387},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.1729527711868286},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10501956939697266},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1008138656616211},{"id":"https://openalex.org/keywords/chemical-oxygen-demand","display_name":"Chemical oxygen demand","score":0.09904131293296814},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09740027785301208}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7249531745910645},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.6650751829147339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5376940965652466},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.515419602394104},{"id":"https://openalex.org/C4891672","wikidata":"https://www.wikidata.org/wiki/Q3995966","display_name":"Total suspended solids","level":4,"score":0.5049505829811096},{"id":"https://openalex.org/C51193700","wikidata":"https://www.wikidata.org/wiki/Q5376358","display_name":"Water scarcity","level":3,"score":0.45641544461250305},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.42533156275749207},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3922058939933777},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32756853103637695},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.1729527711868286},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10501956939697266},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1008138656616211},{"id":"https://openalex.org/C188287460","wikidata":"https://www.wikidata.org/wiki/Q555857","display_name":"Chemical oxygen demand","level":3,"score":0.09904131293296814},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09740027785301208},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94061648","wikidata":"https://www.wikidata.org/wiki/Q336191","display_name":"Wastewater","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},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16010068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16010068","pdf_url":"https://www.mdpi.com/2072-4292/16/1/68/pdf?version=1703325506","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:buleria.unileon.es:10612/18434","is_oa":true,"landing_page_url":"https://hdl.handle.net/10612/18434","pdf_url":"https://buleria.unileon.es/bitstream/10612/18434/1/Long_Term_Monitoring_Inland_Water.pdf","source":{"id":"https://openalex.org/S4306401642","display_name":"Buleria (Universidad de Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"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"},{"id":"pmh:oai:doaj.org/article:26004890106143f29bcfaaa6623628ce","is_oa":true,"landing_page_url":"https://doaj.org/article/26004890106143f29bcfaaa6623628ce","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 1, p 68 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16010068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16010068","pdf_url":"https://www.mdpi.com/2072-4292/16/1/68/pdf?version=1703325506","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/11","display_name":"Sustainable cities and communities","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390175108.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W615671193","https://openalex.org/W1483493965","https://openalex.org/W1884131190","https://openalex.org/W1965100246","https://openalex.org/W1967211424","https://openalex.org/W1970030194","https://openalex.org/W1971517391","https://openalex.org/W1980418324","https://openalex.org/W1990792395","https://openalex.org/W1992161303","https://openalex.org/W2001607913","https://openalex.org/W2005403210","https://openalex.org/W2025014611","https://openalex.org/W2048956808","https://openalex.org/W2066172140","https://openalex.org/W2070665440","https://openalex.org/W2072927553","https://openalex.org/W2076063813","https://openalex.org/W2103721688","https://openalex.org/W2125024740","https://openalex.org/W2140196823","https://openalex.org/W2155982938","https://openalex.org/W2161480961","https://openalex.org/W2166949492","https://openalex.org/W2412247133","https://openalex.org/W2490299809","https://openalex.org/W2577509811","https://openalex.org/W2619461124","https://openalex.org/W2768732505","https://openalex.org/W2782013321","https://openalex.org/W2901551786","https://openalex.org/W2920938544","https://openalex.org/W2955130389","https://openalex.org/W2961466663","https://openalex.org/W2985753927","https://openalex.org/W2995976122","https://openalex.org/W3011988525","https://openalex.org/W3114738320","https://openalex.org/W3126087996","https://openalex.org/W3156052639","https://openalex.org/W3171170479","https://openalex.org/W3180209705","https://openalex.org/W3194879266","https://openalex.org/W4220725168","https://openalex.org/W4224220357","https://openalex.org/W4283817370","https://openalex.org/W4288420805","https://openalex.org/W4304187138","https://openalex.org/W4308866528","https://openalex.org/W4309605960","https://openalex.org/W4311153995","https://openalex.org/W4313471601","https://openalex.org/W4313502443","https://openalex.org/W4315652055","https://openalex.org/W4353069850","https://openalex.org/W4381839875","https://openalex.org/W6645442109","https://openalex.org/W6794222206"],"related_works":["https://openalex.org/W2392907783","https://openalex.org/W891751532","https://openalex.org/W1985072978","https://openalex.org/W2375489112","https://openalex.org/W2370838374","https://openalex.org/W2354222596","https://openalex.org/W2392291083","https://openalex.org/W2353135038","https://openalex.org/W1995434849","https://openalex.org/W2377065203"],"abstract_inverted_index":{"Water":[0,78],"scarcity":[1],"and":[2,11,14,39,73,99,115,144,163,217],"quality":[3,36],"deterioration,":[4],"driven":[5],"by":[6],"rapid":[7],"population":[8],"growth,":[9],"urbanization,":[10],"intensive":[12],"industrial":[13],"agricultural":[15],"activities,":[16],"emphasize":[17],"the":[18,41,51,77,128,131,175,183,219],"urgency":[19],"for":[20,61,122,142,161,199,210],"effective":[21],"water":[22,35,200],"management.":[23,201],"This":[24],"study":[25],"aims":[26],"to":[27,31,194],"develop":[28],"a":[29,58,67,190],"model":[30,46,60,136,185,212],"comprehensively":[32],"monitor":[33],"various":[34,100],"parameters":[37],"(WQP)":[38],"evaluate":[40],"feasibility":[42],"of":[43,53,70,81,130,177,182],"implementing":[44],"this":[45],"in":[47,189,222],"real-world":[48],"scenarios,":[49],"addressing":[50],"limitations":[52],"conventional":[54],"in-situ":[55,74],"sampling.":[56],"Thus,":[57],"comprehensive":[59],"monitoring":[62],"WQP":[63,132],"was":[64,186],"developed":[65,184],"using":[66],"38-year":[68],"dataset":[69],"Landsat":[71],"imagery":[72],"data":[75,98,208],"from":[76],"Information":[79],"System":[80],"Europe":[82],"(WISE),":[83],"employing":[84],"Back-Propagated":[85],"Artificial":[86],"Neural":[87],"Networks":[88],"(ANN).":[89],"Correlation":[90],"analyses":[91],"revealed":[92],"strong":[93],"associations":[94],"between":[95],"remote":[96],"sensing":[97],"WQPs,":[101],"including":[102],"Total":[103,112,116],"Suspended":[104],"Solids":[105],"(TSS),":[106],"chlorophyll-a":[107],"(chl-a),":[108],"Dissolved":[109],"Oxygen":[110],"(DO),":[111],"Nitrogen":[113],"(TN),":[114],"Phosphorus":[117],"(TP).":[118],"Optimal":[119],"band":[120],"combinations":[121],"each":[123],"parameter":[124],"were":[125],"identified,":[126],"enhancing":[127,215],"accuracy":[129],"estimation.":[133],"The":[134,155,180],"ANN-based":[135],"exhibited":[137],"very":[138],"high":[139,171],"accuracy,":[140,213],"particularly":[141],"chl-a":[143],"TSS":[145,162],"(R2":[146],">":[147],"0.90,":[148],"NRMSE":[149],"<":[150],"0.79%),":[151],"surpassing":[152],"previous":[153],"studies.":[154],"independent":[156],"validation":[157],"showcased":[158],"accurate":[159],"classification":[160],"TN,":[164],"while":[165],"DO":[166,178],"estimation":[167],"faced":[168],"challenges":[169],"during":[170],"variation":[172],"periods,":[173],"highlighting":[174],"complexity":[176],"dynamics.":[179],"usability":[181],"successfully":[187],"tested":[188],"real-case":[191],"scenario,":[192],"proving":[193],"be":[195],"an":[196],"operational":[197],"tool":[198],"Future":[202],"research":[203],"avenues":[204],"include":[205],"exploring":[206],"additional":[207],"sources":[209],"improved":[211],"potentially":[214],"predictions":[216],"expanding":[218],"model\u2019s":[220],"utility":[221],"diverse":[223],"environmental":[224],"contexts.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}