{"id":"https://openalex.org/W4402259705","doi":"https://doi.org/10.1109/igarss53475.2024.10641825","title":"Improved Dissolved Organic Carbon Prediction in Diverse Inland Water Bodies: Utilizing Machine Learning and Remote Sensing","display_name":"Improved Dissolved Organic Carbon Prediction in Diverse Inland Water Bodies: Utilizing Machine Learning and Remote Sensing","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402259705","doi":"https://doi.org/10.1109/igarss53475.2024.10641825"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091382412","display_name":"Subhojit Mandal","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhojit Mandal","raw_affiliation_strings":["IIIT,Sri City"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT,Sri City","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067960968","display_name":"Kamal Das","orcid":"https://orcid.org/0000-0002-5012-8972"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamal Das","raw_affiliation_strings":["IBM Research,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research,India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066887397","display_name":"Mainak Thakur","orcid":"https://orcid.org/0000-0002-4072-9942"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mainak Thakur","raw_affiliation_strings":["IIIT,Sri City"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT,Sri City","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102875956","display_name":"Manikandan Padmanaban","orcid":"https://orcid.org/0009-0002-8993-8304"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manikandan Padmanaban","raw_affiliation_strings":["IBM Research,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research,India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020415815","display_name":"Jagabondhu Hazra","orcid":"https://orcid.org/0000-0002-6372-0342"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jagabondhu Hazra","raw_affiliation_strings":["IBM Research,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research,India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5108,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67748518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5079","last_page":"5083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9876000285148621,"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"}},"topics":[{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9876000285148621,"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"}},{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9868000149726868,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9643999934196472,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dissolved-organic-carbon","display_name":"Dissolved organic carbon","score":0.5327852964401245},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5158921480178833},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49819493293762207},{"id":"https://openalex.org/keywords/carbon-fibers","display_name":"Carbon fibers","score":0.4840385317802429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4639759659767151},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.19162678718566895},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14201191067695618}],"concepts":[{"id":"https://openalex.org/C36574619","wikidata":"https://www.wikidata.org/wiki/Q449096","display_name":"Dissolved organic carbon","level":2,"score":0.5327852964401245},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5158921480178833},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49819493293762207},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.4840385317802429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4639759659767151},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.19162678718566895},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14201191067695618},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W985231750","https://openalex.org/W2033355897","https://openalex.org/W2048430744","https://openalex.org/W2194775991","https://openalex.org/W2487898712","https://openalex.org/W2768742734","https://openalex.org/W2803605506","https://openalex.org/W2979313052","https://openalex.org/W2981336069","https://openalex.org/W3026997612","https://openalex.org/W4310903433","https://openalex.org/W4400762160"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2994881727","https://openalex.org/W2019586562","https://openalex.org/W2333043244","https://openalex.org/W4387999192","https://openalex.org/W2003410555","https://openalex.org/W3092093430","https://openalex.org/W2973243825","https://openalex.org/W1576128616"],"abstract_inverted_index":{"The":[0,70,130],"pool":[1],"of":[2,16,28,49,63,76,85,134],"dissolved":[3],"organic":[4],"carbon":[5,26],"(DOC)":[6],"is":[7],"a":[8,21,32,38,89,98,117],"pivotal":[9],"influencer":[10],"in":[11,24,58,66,81,93,101,105],"the":[12,25,47,61,73,83,121,125],"ecology":[13],"and":[14,36,55,78,95,97,151],"biogeochemistry":[15],"inland":[17,67,135],"water":[18,68,136,146],"ecosystems,":[19],"constituting":[20],"significant":[22,118],"factor":[23],"budgets":[27],"terrestrial":[29],"ecosystems.":[30],"Employing":[31],"machine":[33,106],"learning":[34,107],"approach":[35],"leveraging":[37],"large":[39],"curated":[40],"dataset":[41,128],"(AquaSat),":[42],"this":[43],"study":[44],"delves":[45],"into":[46],"importance":[48],"multiple":[50],"spectral":[51],"remote":[52],"sensing":[53],"data":[54],"spatiotemporal":[56,111],"information":[57,80],"contributing":[59],"to":[60],"variability":[62],"DOC":[64,86,127],"concentrations":[65],"bodies.":[69],"research":[71],"underscores":[72],"critical":[74],"role":[75],"spatial":[77],"temporal":[79],"enhancing":[82],"accuracy":[84,123],"predictions,":[87],"revealing":[88],"remarkable":[90],"50%":[91],"decrease":[92],"RMSE":[94],"MAE":[96],"110%":[99],"improvement":[100,119],"R<sup":[102],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[103],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[104],"model":[108],"performance":[109],"when":[110],"covariates":[112],"are":[113,142],"incorporated.":[114],"This":[115],"marks":[116],"over":[120],"reported":[122],"on":[124],"same":[126],"[1].":[129],"dataset\u2019s":[131],"extensive":[132],"coverage":[133],"bodies":[137],"provides":[138],"valuable":[139],"insights":[140],"that":[141],"crucial":[143],"for":[144],"effective":[145],"quality":[147],"monitoring,":[148],"environmental":[149],"management,":[150],"ecosystem":[152],"health":[153],"assessment.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
