{"id":"https://openalex.org/W4402845929","doi":"https://doi.org/10.1088/1755-1315/1388/1/012045","title":"Comparison of the Na\u00efve Bayes and the Nearest Neighbor method to detect vegetation in some of the New Capital of Indonesia (IKN)","display_name":"Comparison of the Na\u00efve Bayes and the Nearest Neighbor method to detect vegetation in some of the New Capital of Indonesia (IKN)","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402845929","doi":"https://doi.org/10.1088/1755-1315/1388/1/012045"},"language":"en","primary_location":{"id":"doi:10.1088/1755-1315/1388/1/012045","doi":"https://doi.org/10.1088/1755-1315/1388/1/012045","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1755-1315/1388/1/012045","pdf_url":"https://iopscience.iop.org/article/10.1088/1755-1315/1388/1/012045/pdf","source":{"id":"https://openalex.org/S4210195883","display_name":"IOP Conference Series Earth and Environmental Science","issn_l":"1755-1315","issn":["1755-1315","1755-1307"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Earth and Environmental Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1755-1315/1388/1/012045/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056297795","display_name":"Jalu Tejo Nugroho","orcid":"https://orcid.org/0000-0002-8615-2640","observed_orcids":["https://orcid.org/0000-0002-8615-2640"]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"J T Nugroho","raw_affiliation_strings":["Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058380187","display_name":"Nurwita Mustika Sari","orcid":"https://orcid.org/0000-0003-3092-8339","observed_orcids":["https://orcid.org/0000-0003-3092-8339"]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"N M Sari","raw_affiliation_strings":["Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074911898","display_name":"Khalifah Insan Nur Rahmi","orcid":"https://orcid.org/0000-0002-4950-861X","observed_orcids":["https://orcid.org/0000-0002-4950-861X","https://orcid.org/0009-0009-7700-8960"]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"K I N Rahmi","raw_affiliation_strings":["Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113919283","display_name":"Nur Febrianti","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N Febrianti","raw_affiliation_strings":["Regional Research and Development Agency of Pelalawan Regency, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Regional Research and Development Agency of Pelalawan Regency, Indonesia","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"S Arifin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"S Arifin","raw_affiliation_strings":["Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Remote Sensing, National Research and Innovation Agency, Bogor 16911, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077052017","display_name":"Anjar Dimara Sakti","orcid":"https://orcid.org/0000-0002-7379-1777","observed_orcids":["https://orcid.org/0000-0002-7379-1777"]},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"A D Sakti","raw_affiliation_strings":["Remote Sensing and Geographic Information Science Research Group, Faculty of Earth Science and Technology, Institut Teknologi Bandung, Bandung 40132, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing and Geographic Information Science Research Group, Faculty of Earth Science and Technology, Institut Teknologi Bandung, Bandung 40132, Indonesia","institution_ids":["https://openalex.org/I134635517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1401,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36534242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"1388","issue":"1","first_page":"012045","last_page":"012045"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/vegetation-detection","display_name":"vegetation detection","score":0.9160000085830688},{"id":"https://openalex.org/keywords/land-cover-classification","display_name":"land cover classification","score":0.7710000276565552},{"id":"https://openalex.org/keywords/naive-bayes","display_name":"naive Bayes","score":0.7680000066757202},{"id":"https://openalex.org/keywords/nearest-neighbor-classification","display_name":"nearest neighbor classification","score":0.7149999737739563},{"id":"https://openalex.org/keywords/object-based-image-analysis","display_name":"object-based image analysis","score":0.996999979019165},{"id":"https://openalex.org/keywords/planet-imagery","display_name":"Planet imagery","score":0.9739999771118164},{"id":"https://openalex.org/keywords/land-cover-change","display_name":"land cover change","score":0.7549999952316284},{"id":"https://openalex.org/keywords/environmental-monitoring","display_name":"environmental monitoring","score":0.871999979019165}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6410702466964722},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5784130692481995},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5611239075660706},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5207138657569885},{"id":"https://openalex.org/C83646750","wikidata":"https://www.wikidata.org/wiki/Q193893","display_name":"Capital (architecture)","level":2,"score":0.4836355447769165},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3852264881134033},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37974560260772705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37803810834884644},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.3616509437561035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3561529219150543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3329031765460968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29939401149749756},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.24729445576667786},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.10591304302215576},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.08377361297607422},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06515428423881531},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1755-1315/1388/1/012045","doi":"https://doi.org/10.1088/1755-1315/1388/1/012045","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1755-1315/1388/1/012045","pdf_url":"https://iopscience.iop.org/article/10.1088/1755-1315/1388/1/012045/pdf","source":{"id":"https://openalex.org/S4210195883","display_name":"IOP Conference Series Earth and Environmental Science","issn_l":"1755-1315","issn":["1755-1315","1755-1307"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Earth and Environmental Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1755-1315/1388/1/012045","doi":"https://doi.org/10.1088/1755-1315/1388/1/012045","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1755-1315/1388/1/012045","pdf_url":"https://iopscience.iop.org/article/10.1088/1755-1315/1388/1/012045/pdf","source":{"id":"https://openalex.org/S4210195883","display_name":"IOP Conference Series Earth and Environmental Science","issn_l":"1755-1315","issn":["1755-1315","1755-1307"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IOP Conference Series: Earth and Environmental Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7605999708175659,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/11","score":0.5142999887466431,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402845929.pdf","grobid_xml":"https://content.openalex.org/works/W4402845929.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W894329006","https://openalex.org/W2003788384","https://openalex.org/W2887923578","https://openalex.org/W2924281975","https://openalex.org/W3010859369","https://openalex.org/W3087443968","https://openalex.org/W3160769687","https://openalex.org/W3173887686","https://openalex.org/W4293198855","https://openalex.org/W4366748065"],"related_works":["https://openalex.org/W3107349585","https://openalex.org/W4408082212","https://openalex.org/W7128993909","https://openalex.org/W2947333189","https://openalex.org/W4200041341","https://openalex.org/W3039462535","https://openalex.org/W2897135696","https://openalex.org/W4409208348","https://openalex.org/W7118122131","https://openalex.org/W4362499136"],"abstract_inverted_index":{"Abstract":[0],"Human":[1],"activities":[2,5],"or":[3],"anthropogenic":[4],"can":[6,53,178,190],"cause":[7],"land":[8,29,77,88,146,172,206],"cover":[9,30,40,207],"changes":[10,27],"in":[11,28,36,57,89,108,114,174,186,216,244],"an":[12,58],"area.":[13,59,92,246],"IKN":[14,107,188],"as":[15,210],"the":[16,23,37,65,90,100,106,118,148,175,187,197],"new":[17],"capital":[18],"city":[19],"of":[20,64,105,163,204],"Indonesia":[21],"has":[22],"potential":[24],"to":[25,32,75,82,125,141,181,241],"experience":[26],"due":[31],"massive":[33],"infrastructure":[34],"development":[35],"future.":[38],"Land":[39],"detection":[41,203],"using":[42,134],"remote":[43,68],"sensing":[44,69],"and":[45,86,99,144,156,170,173,208,223,225],"machine":[46,137],"learning":[47],"is":[48,62,96,103,117,200,231,236],"growing":[49],"rapidly":[50],"because":[51],"it":[52,230],"monitor":[54],"environmental":[55,214],"conditions":[56,185],"Planet":[60,97],"imagery":[61,98],"one":[63],"most":[66],"recent":[67],"data":[70,94],"with":[71,151],"sufficient":[72],"spatial":[73],"resolution":[74],"identify":[76],"cover.":[78],"This":[79,165],"research":[80,101,166,177],"aims":[81],"detect":[83,142,242],"vegetation":[84,143,169,209,243],"objects":[85],"built-up":[87,145,171,205],"study":[91,116,245],"The":[93,111,129],"used":[95],"area":[102,189],"part":[104],"Kalimantan,":[109],"Indonesia.":[110],"method":[112,199],"proposed":[113,198],"this":[115],"object-based":[119],"classification":[120],"(OBIA)":[121],"Na\u00efve":[122,157,234],"Bayes":[123,158,235],"compared":[124],"Nearest":[126,152,239],"Neighbor":[127,153,240],"method.":[128],"results":[130,194],"show":[131],"that":[132,196,233],"OBIA":[133],"these":[135,227],"two":[136,228],"learnings":[138],"are":[139],"able":[140],"where":[147],"overall":[149],"accuracy":[150,162],"reaches":[154],"87.8%":[155],"obtains":[159],"a":[160,211],"higher":[161],"98.7%.":[164],"only":[167],"classifies":[168],"future":[176],"be":[179,191],"developed":[180],"see":[182],"how":[183],"biodiversity":[184],"detected.":[192],"These":[193],"indicate":[195],"effective":[201],"for":[202,213],"solution":[212],"monitoring":[215],"IKN.":[217],"By":[218],"considering":[219],"Strengths,":[220],"Weaknesses,":[221],"Opportunities,":[222],"Threats":[224],"comparing":[226],"methods,":[229],"concluded":[232],"better":[237],"than":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-09-26T00:00:00"}