{"id":"https://openalex.org/W4402260682","doi":"https://doi.org/10.1109/igarss53475.2024.10640733","title":"Satellite-Based LULC Change with Special Emphasis on SDG Using Machine Learning \u2013 A Case Study on the Upper Ramganga Basin","display_name":"Satellite-Based LULC Change with Special Emphasis on SDG Using Machine Learning \u2013 A Case Study on the Upper Ramganga Basin","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260682","doi":"https://doi.org/10.1109/igarss53475.2024.10640733"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640733","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640733","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/A5114047571","display_name":"M. Sathyaseelan","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Sathyaseelan","raw_affiliation_strings":["Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041848182","display_name":"Sanjay Kumar Ghosh","orcid":"https://orcid.org/0000-0001-7849-9313"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Kumar Ghosh","raw_affiliation_strings":["Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104358965","display_name":"CSP Ojha","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"CSP Ojha","raw_affiliation_strings":["Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Roorkee,Department of Civil Engineering,Uttarakhand,India,247667","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17687443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"4159","last_page":"4163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9484999775886536,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9090999960899353,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/emphasis","display_name":"Emphasis (telecommunications)","score":0.7119463086128235},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6098489165306091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5876177549362183},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.46895021200180054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4084615707397461},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39207178354263306},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.28423619270324707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1742631196975708},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13842493295669556},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.1260806918144226},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.09671908617019653}],"concepts":[{"id":"https://openalex.org/C177454536","wikidata":"https://www.wikidata.org/wiki/Q578290","display_name":"Emphasis (telecommunications)","level":2,"score":0.7119463086128235},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6098489165306091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5876177549362183},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.46895021200180054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4084615707397461},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39207178354263306},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.28423619270324707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1742631196975708},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13842493295669556},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.1260806918144226},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.09671908617019653}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640733","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640733","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2161226765","https://openalex.org/W2295598076","https://openalex.org/W2301363727","https://openalex.org/W2932298758","https://openalex.org/W4200169950","https://openalex.org/W4206828290","https://openalex.org/W4235655723","https://openalex.org/W4240566912","https://openalex.org/W4249972823","https://openalex.org/W4281394154","https://openalex.org/W4310758002","https://openalex.org/W4387802930","https://openalex.org/W4388583847","https://openalex.org/W6730182268","https://openalex.org/W6748397825","https://openalex.org/W6765089644","https://openalex.org/W6769422691","https://openalex.org/W6776057282","https://openalex.org/W6852712745"],"related_works":["https://openalex.org/W2055105357","https://openalex.org/W2153819599","https://openalex.org/W2255426644","https://openalex.org/W2072124641","https://openalex.org/W2167093538","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"The":[0,15,43,71,97,115],"LULC":[1,20,44,77,101],"is":[2,46,119],"a":[3,13],"critical":[4],"land":[5],"component":[6],"that":[7,91],"governs":[8],"the":[9,18,23,34,39,49,59,66,74,80,87,100,104,110,122,126,135,139],"environmental":[10],"sustainability":[11,88],"of":[12,73,76],"region.":[14],"study":[16,131],"assesses":[17],"decadal":[19,127],"classes":[21,78,90,102,106],"for":[22,58,124,142],"years":[24],"1990,":[25],"2000,":[26],"2010,":[27],"and":[28,30,62,79,103,145],"2020":[29],"relates":[31],"it":[32],"to":[33,85,95,133],"Hydrological":[35],"Sustainability":[36],"(HS)":[37],"in":[38],"Upper":[40],"Ramganga":[41],"basin.":[42],"classification":[45],"performed":[47],"using":[48,109,121,138],"Machine":[50],"Learning":[51],"(ML)":[52],"based":[53],"Random":[54],"Forest":[55],"(RF)":[56],"classifier":[57,113],"Landsat":[60],"5":[61],"8":[63],"datasets":[64],"on":[65],"Google":[67],"Earth":[68],"Engine":[69],"(GEE).":[70],"results":[72],"area":[75,82],"subbasin":[81],"are":[83,107],"used":[84],"calculate":[86],"index":[89],"vary":[92],"from":[93],"lower":[94],"higher.":[96],"relationships":[98],"between":[99],"HS":[105,137],"modelled":[108],"XGBoost":[111],"(XGB)":[112],"algorithm.":[114],"XGB":[116],"model":[117,134],"performance":[118],"evaluated":[120],"metrics":[123],"all":[125],"years.":[128],"Overall,":[129],"this":[130],"attempts":[132],"LULC-based":[136],"ML":[140],"approaches":[141],"better":[143],"planning":[144],"management":[146],"activities.":[147]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
