{"id":"https://openalex.org/W7082659741","doi":"https://doi.org/10.1109/jstars.2025.3613075","title":"EOS-04 and S-1 for Mapping the Deforestation in Sub-Himalayan Forests in India","display_name":"EOS-04 and S-1 for Mapping the Deforestation in Sub-Himalayan Forests in India","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7082659741","doi":"https://doi.org/10.1109/jstars.2025.3613075"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3613075","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3613075","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2025.3613075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Anam Sabir","orcid":"https://orcid.org/0000-0002-3819-1493"},"institutions":[{"id":"https://openalex.org/I33003672","display_name":"Indian Institute of Management Indore","ror":"https://ror.org/02j8pmw82","country_code":"IN","type":"education","lineage":["https://openalex.org/I33003672"]},{"id":"https://openalex.org/I64295750","display_name":"Indian Institute of Technology Indore","ror":"https://ror.org/01hhf7w52","country_code":"IN","type":"education","lineage":["https://openalex.org/I64295750"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anam Sabir","raw_affiliation_strings":["Department of Astronomy, Astrophysics and Space Engineering, Indian Institute Of Technology Indore, Indore, Madhya Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-3819-1493","affiliations":[{"raw_affiliation_string":"Department of Astronomy, Astrophysics and Space Engineering, Indian Institute Of Technology Indore, Indore, Madhya Pradesh, India","institution_ids":["https://openalex.org/I33003672","https://openalex.org/I64295750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Unmesh Khati","orcid":"https://orcid.org/0000-0001-9022-9199"},"institutions":[{"id":"https://openalex.org/I33003672","display_name":"Indian Institute of Management Indore","ror":"https://ror.org/02j8pmw82","country_code":"IN","type":"education","lineage":["https://openalex.org/I33003672"]},{"id":"https://openalex.org/I64295750","display_name":"Indian Institute of Technology Indore","ror":"https://ror.org/01hhf7w52","country_code":"IN","type":"education","lineage":["https://openalex.org/I64295750"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Unmesh Khati","raw_affiliation_strings":["Department of Astronomy, Astrophysics and Space Engineering, Indian Institute Of Technology Indore, Indore, Madhya Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0001-9022-9199","affiliations":[{"raw_affiliation_string":"Department of Astronomy, Astrophysics and Space Engineering, Indian Institute Of Technology Indore, Indore, Madhya Pradesh, India","institution_ids":["https://openalex.org/I33003672","https://openalex.org/I64295750"]}]},{"author_position":"last","author":{"id":null,"display_name":"Anup Das","orcid":"https://orcid.org/0000-0002-5024-5159"},"institutions":[{"id":"https://openalex.org/I1289461252","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anup Das","raw_affiliation_strings":["Space Applications Centre, Indian Space Research Organisation, Ahmedabad, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0002-5024-5159","affiliations":[{"raw_affiliation_string":"Space Applications Centre, Indian Space Research Organisation, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I1289461252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.2245,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90981183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6927000284194946,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.6927000284194946,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.02759999968111515,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"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/T14311","display_name":"Electrical and Electromagnetic Research","score":0.016200000420212746,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.8355000019073486},{"id":"https://openalex.org/keywords/foothills","display_name":"Foothills","score":0.7053999900817871},{"id":"https://openalex.org/keywords/logging","display_name":"Logging","score":0.5033000111579895},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4675000011920929},{"id":"https://openalex.org/keywords/tropics","display_name":"Tropics","score":0.3937000036239624},{"id":"https://openalex.org/keywords/biome","display_name":"Biome","score":0.39149999618530273},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.359499990940094},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.351500004529953},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.35120001435279846},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.3474000096321106}],"concepts":[{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.8355000019073486},{"id":"https://openalex.org/C129536444","wikidata":"https://www.wikidata.org/wiki/Q1354045","display_name":"Foothills","level":2,"score":0.7053999900817871},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5911999940872192},{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.5033000111579895},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4675000011920929},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4341000020503998},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4009999930858612},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C89920630","wikidata":"https://www.wikidata.org/wiki/Q101998","display_name":"Biome","level":3,"score":0.39149999618530273},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3824000060558319},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.359499990940094},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.351500004529953},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.35120001435279846},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.3474000096321106},{"id":"https://openalex.org/C2779007161","wikidata":"https://www.wikidata.org/wiki/Q37852984","display_name":"Forest degradation","level":4,"score":0.3319000005722046},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.3273000121116638},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C2983469836","wikidata":"https://www.wikidata.org/wiki/Q4421","display_name":"Forest structure","level":3,"score":0.29499998688697815},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.2922999858856201},{"id":"https://openalex.org/C2776285232","wikidata":"https://www.wikidata.org/wiki/Q1048194","display_name":"Tropical forest","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.287200003862381},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2993836695","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial change","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C2780816530","wikidata":"https://www.wikidata.org/wiki/Q372449","display_name":"Forest protection","level":3,"score":0.25780001282691956},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.257099986076355},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.2535000145435333},{"id":"https://openalex.org/C2777007095","wikidata":"https://www.wikidata.org/wiki/Q676840","display_name":"Moderate-resolution imaging spectroradiometer","level":3,"score":0.25279998779296875},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.25040000677108765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3613075","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3613075","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1e086aa4e03f47e1b578b13586d2b97b","is_oa":true,"landing_page_url":"https://doaj.org/article/1e086aa4e03f47e1b578b13586d2b97b","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 26417-26431 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3613075","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3613075","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7366999387741089}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,105,126,168,185,204],"tropical":[1],"and":[2,16,45,108,129,138,164,198,209],"sub-tropical":[3],"forests":[4,52,86],"in":[5,53,63,83,175],"the":[6,9,57,78,84,150,191,219],"foothills":[7],"of":[8,14,20,59,71,87,103,121,170,187,193],"Himalayas":[10],"are":[11],"under":[12],"threat":[13],"deforestation":[15,48,202],"degradation.":[17],"With":[18],"launch":[19],"India's":[21],"EOS-04":[22,44,208],"C-band":[23,40],"SAR,":[24],"it":[25,146],"is":[26,80],"important":[27],"to":[28,32,115],"assess":[29],"its":[30],"capabilities":[31],"monitor":[33],"these":[34,60],"forests.":[35],"This":[36],"study":[37,189],"uses":[38],"multi-sensor":[39],"SAR":[41],"data":[42,159,221],"from":[43],"S-1":[46,158,183],"for":[47,201],"mapping":[49],"across":[50],"multiple":[51],"India.":[54,89],"To":[55],"understand":[56],"performance":[58],"two":[61],"datasets":[62],"a":[64,68,75,95],"controlled":[65],"environment":[66],"with":[67,94,119,160,182],"sufficient":[69],"number":[70],"logging":[72],"events":[73],"within":[74],"two-year":[76],"duration,":[77],"analysis":[79],"carried":[81],"out":[82],"managed":[85],"Haldwani,":[88],"Change":[90],"maps":[91,213],"were":[92,113,132,154],"generated":[93],"statistical":[96],"change":[97,152,212],"detection":[98],"algorithm":[99],"-":[100],"Cumulative":[101],"Sums":[102],"Change.":[104],"VH":[106],"(S-1)":[107],"HV":[109],"(EOS-04)":[110],"cross-pol":[111],"channels":[112],"found":[114],"give":[116],"comparable":[117,215],"results":[118,205],"values":[120],"overall":[122],"accuracy":[123,216],"at":[124],"0.71.":[125],"kappa":[127],"coefficient":[128],"F1":[130],"Score":[131],"0.58":[133],"&":[134,140],"0.65":[135],"(VH":[136],"S-1),":[137],"0.64":[139],"0.54":[141],"(HV":[142],"EOS-04),":[143],"respectively.":[144],"However,":[145],"was":[147],"observed":[148],"that":[149,207],"detected":[151],"areas":[153],"better":[155],"demarcated":[156],"using":[157],"preserved":[161],"compartment":[162],"boundaries":[163],"homogeneous":[165],"enclosed":[166],"area.":[167],"impact":[169,192],"inaccurate":[171],"Forest/Non-forest":[172],"mask":[173],"resulted":[174],"grazed":[176],"grasslands":[177],"classified":[178],"as":[179],"deforested":[180],"area":[181],"data.":[184],"findings":[186],"this":[188],"highlight":[190],"satellite":[194],"datasets,":[195],"polarization":[196],"channel,":[197],"spatial":[199],"resolution":[200],"mapping.":[203],"show":[206],"Sentinel-1":[210],"based":[211],"have":[214],"depending":[217],"on":[218],"temporal":[220],"availability.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-16T07:02:28.622633","created_date":"2025-10-10T00:00:00"}
