{"id":"https://openalex.org/W3135855779","doi":"https://doi.org/10.1063/5.0042118","title":"Number of flood disaster estimation in Indonesia using local linear and geographically weighted regression approach","display_name":"Number of flood disaster estimation in Indonesia using local linear and geographically weighted regression approach","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135855779","doi":"https://doi.org/10.1063/5.0042118","mag":"3135855779"},"language":"en","primary_location":{"id":"doi:10.1063/5.0042118","doi":"https://doi.org/10.1063/5.0042118","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0042118","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5068738528","display_name":"Muhammad Fariz Fadillah Mardianto","orcid":"https://orcid.org/0000-0002-4541-4552","observed_orcids":["https://orcid.org/0000-0002-4541-4552"]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"M. Fariz Fadillah Mardianto","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021633130","display_name":"Sediono Sediono","orcid":"https://orcid.org/0000-0001-8051-6020","observed_orcids":["https://orcid.org/0000-0001-8051-6020"]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sediono","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027079532","display_name":"Novia Anggita Aprilianti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Novia Anggita Aprilianti","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073446259","display_name":"Belindha Ayu Ardhani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Belindha Ayu Ardhani","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007845042","display_name":"Rizka Firdaus Rahmadina","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rizka Firdaus Rahmadina","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059722099","display_name":"Siti Maghfirotul Ulyah","orcid":"https://orcid.org/0000-0003-3183-430X","observed_orcids":["https://orcid.org/0000-0003-3183-430X"]},"institutions":[{"id":"https://openalex.org/I205133468","display_name":"Universitas Airlangga","ror":"https://ror.org/04ctejd88","country_code":"ID","type":"education","lineage":["https://openalex.org/I205133468"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Siti Maghfirotul Ulyah","raw_affiliation_strings":["Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science and Technology, Universitas Airlangga, Indonesia","institution_ids":["https://openalex.org/I205133468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068738528"],"corresponding_institution_ids":["https://openalex.org/I205133468"],"apc_list":null,"apc_paid":null,"fwci":0.7308,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62340888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"2329","issue":null,"first_page":"060006","last_page":"060006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.8672000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.8672000169754028,"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"}},{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.10610000044107437,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-frequency","display_name":"flood frequency","score":0.5889999866485596},{"id":"https://openalex.org/keywords/riverbank-settlement","display_name":"riverbank settlement","score":0.9129999876022339},{"id":"https://openalex.org/keywords/ecological-damage","display_name":"ecological damage","score":0.7549999952316284},{"id":"https://openalex.org/keywords/geographically-weighted-regression","display_name":"geographically weighted regression","score":0.9990000128746033},{"id":"https://openalex.org/keywords/spatial-effects","display_name":"spatial effects","score":0.8050000071525574},{"id":"https://openalex.org/keywords/disaster-mitigation","display_name":"disaster mitigation","score":0.7179999947547913},{"id":"https://openalex.org/keywords/indonesian-provinces","display_name":"Indonesian provinces","score":0.6570000052452087}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7530947923660278},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.6907192468643188},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5537416934967041},{"id":"https://openalex.org/C74127309","wikidata":"https://www.wikidata.org/wiki/Q3455886","display_name":"Nonparametric regression","level":3,"score":0.5112063884735107},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4993705749511719},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4818619191646576},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4404100477695465},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4395756125450134},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4384475350379944},{"id":"https://openalex.org/C60316415","wikidata":"https://www.wikidata.org/wiki/Q6664520","display_name":"Local regression","level":4,"score":0.43248865008354187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4128502905368805},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3685401976108551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2882000207901001},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.18165883421897888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11637568473815918},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0042118","doi":"https://doi.org/10.1063/5.0042118","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0042118","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"},{"id":"https://metadata.un.org/sdg/11","score":0.5142999887466431,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2047120335","https://openalex.org/W2504851507","https://openalex.org/W2582291039","https://openalex.org/W2954529863","https://openalex.org/W4302599714"],"related_works":["https://openalex.org/W3129081902","https://openalex.org/W4403412953","https://openalex.org/W4390819799","https://openalex.org/W4386375258","https://openalex.org/W2988733226","https://openalex.org/W1502343398","https://openalex.org/W132703636","https://openalex.org/W4390277480","https://openalex.org/W2741583901","https://openalex.org/W7164135137"],"abstract_inverted_index":{"Flood":[0],"is":[1,48,52,63,81,197,220,244],"an":[2,25],"annual":[3],"problem":[4],"in":[5,21,31,149,152,175],"Indonesia.":[6],"Based":[7],"on":[8,73,182],"data":[9,124],"from":[10,36,125,263],"Badan":[11,126],"Nasional":[12],"Penanggulangan":[13],"Bencana":[14],"(BNPB)":[15],"or":[16,130],"National":[17],"Disaster":[18],"Management":[19],"Agency":[20],"2020,":[22],"flood":[23,70,140,177,252,267,276],"had":[24,235],"average":[26],"incidence":[27],"of":[28,34,41,69,76,92,97,107,133,139,145,156,186,194,203,209,217,226,241,251,266],"649":[29],"times":[30],"all":[32],"regions":[33],"Indonesia":[35],"2011":[37],"to":[38,59,65,83,88,247,256,286],"2019.":[39],"One":[40],"the":[42,67,74,90,95,137,143,161,183,187,200,206,210,223,229,239,249,264,278],"main":[43],"factors":[44],"causing":[45],"this":[46,60,77,157,242],"disaster":[47,71,93,141,269],"ecological":[49],"damage,":[50],"which":[51,196,219],"triggered":[53],"by":[54,290],"settlements":[55,146],"along":[56,147],"riverbanks.":[57],"Refer":[58],"problem,":[61],"it":[62],"necessary":[64],"estimate":[66,248],"number":[68,91,138,144,250],"based":[72,181],"influence":[75],"settlement":[78],"factor.":[79],"This":[80,120,254],"important":[82],"prepare":[84],"appropriate":[85],"mitigation":[86],"efforts":[87],"reduce":[89],"and":[94,115,142,205,293],"impact":[96],"losses.":[98],"The":[99,154,281],"estimation":[100,171,237],"was":[101,180],"carried":[102],"out":[103],"using":[104],"two":[105],"types":[106],"approaches":[108],"that":[109,135,160,259],"are":[110,136],"Geographically":[111],"Weigthed":[112],"Regression":[113],"(GWR)":[114],"local":[116,166,191,214,230,297],"linear":[117,167,192,215,231,298],"nonparametric":[118,162,188,211,232,294],"regression.":[119],"study":[121,158],"used":[122,285],"secondary":[123],"Pusat":[127],"Statistik":[128],"(BPS)":[129],"Central":[131],"Bureau":[132],"Statistics":[134],"riverbanks":[148],"34":[150],"provinces":[151],"2018.":[153],"results":[155,282],"showed":[159],"regression":[163,189,212,233,295],"method":[164,174,234,243],"with":[165,190,213,296],"approach":[168,193,216],"produces":[169],"better":[170,236],"than":[172,199,222],"GWR":[173,201,224,292],"analyzing":[176],"cases.":[178],"It":[179],"R2":[184],"value":[185,202,208,225],"51.48%,":[195],"greater":[198],"46.52%;":[204],"MSE":[207],"24.26,":[218],"less":[221],"32.16.":[227],"Although":[228],"ability,":[238],"use":[240],"not":[245],"enough":[246],"disaster.":[253],"relates":[255],"spatial":[257],"effects":[258],"cannot":[260],"be":[261,284],"separated":[262],"phenomenon":[265],"where":[268],"at":[270],"a":[271],"particular":[272],"location":[273],"can":[274,283],"cause":[275],"around":[277],"nearest":[279],"location.":[280],"develop":[287],"alternative":[288],"methods":[289],"combining":[291],"approach.":[299]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-03-15T00:00:00"}
