{"id":"https://openalex.org/W2802379722","doi":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","title":"APPLICABILITY OF VARIOUS INTERPOLATION APPROACHES FOR HIGH RESOLUTION SPATIAL MAPPING OF CLIMATE DATA IN KOREA","display_name":"APPLICABILITY OF VARIOUS INTERPOLATION APPROACHES FOR HIGH RESOLUTION SPATIAL MAPPING OF CLIMATE DATA IN KOREA","publication_year":2018,"publication_date":"2018-04-30","ids":{"openalex":"https://openalex.org/W2802379722","doi":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","mag":"2802379722"},"language":"en","primary_location":{"id":"doi:10.5194/isprs-archives-xlii-3-703-2018","doi":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","pdf_url":"https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/703/2018/isprs-archives-XLII-3-703-2018.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/703/2018/isprs-archives-XLII-3-703-2018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"A. Jo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"A. Jo","raw_affiliation_strings":["Dept. of Lifescience, Korea University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Lifescience, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110558834","display_name":"Ji-Yeong Ryu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"J. Ryu","raw_affiliation_strings":["Environmental GIS/RS Center, Korea University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental GIS/RS Center, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":null,"display_name":"H. Chung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"H. Chung","raw_affiliation_strings":["Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032614617","display_name":"Yuyoung Choi","orcid":"https://orcid.org/0000-0001-5196-9223","observed_orcids":["https://orcid.org/0000-0001-5196-9223"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Y. Choi","raw_affiliation_strings":["Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019171784","display_name":"Seong Woo Jeon","orcid":"https://orcid.org/0000-0001-5928-8510","observed_orcids":["https://orcid.org/0000-0001-5928-8510"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"S. Jeon","raw_affiliation_strings":["Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Environmental Science & Ecological Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":1.0673,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.78571429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"XLII-3","issue":null,"first_page":"703","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.5145999789237976,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.5145999789237976,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.4311999976634979,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.012900000438094139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spatial-interpolation","display_name":"spatial interpolation","score":0.8410000205039978},{"id":"https://openalex.org/keywords/monthly-climate-data","display_name":"monthly climate data","score":0.8679999709129333},{"id":"https://openalex.org/keywords/south-korea","display_name":"South Korea","score":0.859000027179718},{"id":"https://openalex.org/keywords/precipitation","display_name":"precipitation","score":0.8650000095367432},{"id":"https://openalex.org/keywords/inverse-distance-weighting","display_name":"inverse distance weighting","score":0.8309999704360962},{"id":"https://openalex.org/keywords/cokriging","display_name":"cokriging","score":0.9610000252723694},{"id":"https://openalex.org/keywords/kriging","display_name":"kriging","score":0.9929999709129333},{"id":"https://openalex.org/keywords/automatic-weather-station-data","display_name":"automatic weather station data","score":0.7059999704360962},{"id":"https://openalex.org/keywords/automated-surface-observing-system","display_name":"Automated Surface Observing System","score":0.6389999985694885},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"digital elevation model","score":0.7570000290870667},{"id":"https://openalex.org/keywords/comparison-of-interpolation-methods","display_name":"interpolation method comparison","score":0.4690000116825104}],"concepts":[{"id":"https://openalex.org/C2777031145","wikidata":"https://www.wikidata.org/wiki/Q4430987","display_name":"Spatialization","level":2,"score":0.9330759048461914},{"id":"https://openalex.org/C47872207","wikidata":"https://www.wikidata.org/wiki/Q1430701","display_name":"Inverse distance weighting","level":4,"score":0.8992366790771484},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.8314882516860962},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5889842510223389},{"id":"https://openalex.org/C203332170","wikidata":"https://www.wikidata.org/wiki/Q6334079","display_name":"Multivariate interpolation","level":3,"score":0.5670473575592041},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4905490279197693},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.48087194561958313},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4710621237754822},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4497721195220947},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.44735583662986755},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.4409193992614746},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4303404688835144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26293739676475525},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2587713599205017},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23601579666137695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18921160697937012},{"id":"https://openalex.org/C205203396","wikidata":"https://www.wikidata.org/wiki/Q612143","display_name":"Bilinear interpolation","level":2,"score":0.09681886434555054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5194/isprs-archives-xlii-3-703-2018","doi":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","pdf_url":"https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/703/2018/isprs-archives-XLII-3-703-2018.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0e60b7f8a5eb45fe91bd5bed0dd1acee","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/0e60b7f8a5eb45fe91bd5bed0dd1acee","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,"listed_in":[],"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":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLII-3, Pp 703-710 (2018)","raw_type":"article"},{"id":"pmh:oai:publications.copernicus.org:isprs-archives68254","doi":null,"is_oa":true,"landing_page_url":"https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/703/2018/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400433","display_name":"Biogeosciences (European Geosciences Union)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799957102","host_organization_name":"European Geosciences Union","host_organization_lineage":["https://openalex.org/I2799957102"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"eISSN: 2194-9034","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.5194/isprs-archives-xlii-3-703-2018","doi":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlii-3-703-2018","pdf_url":"https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/703/2018/isprs-archives-XLII-3-703-2018.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5659000277519226}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322036","display_name":"Korea Meteorological Administration","ror":"https://ror.org/04nrmrg07"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2802379722.pdf","grobid_xml":"https://content.openalex.org/works/W2802379722.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W52660064","https://openalex.org/W1977906312","https://openalex.org/W1986013503","https://openalex.org/W2008415634","https://openalex.org/W2066064957","https://openalex.org/W2096992346","https://openalex.org/W2102994598","https://openalex.org/W2114075052","https://openalex.org/W2127556182","https://openalex.org/W2137542121","https://openalex.org/W2147169375","https://openalex.org/W2314063573","https://openalex.org/W2325020417","https://openalex.org/W2328104354","https://openalex.org/W2614464134","https://openalex.org/W2617335528","https://openalex.org/W2789542720","https://openalex.org/W2909930328","https://openalex.org/W2984849182","https://openalex.org/W3121806965","https://openalex.org/W4285719527","https://openalex.org/W6601451500","https://openalex.org/W6611461397","https://openalex.org/W6811463280"],"related_works":["https://openalex.org/W2065172578","https://openalex.org/W2328104354","https://openalex.org/W2199460207","https://openalex.org/W2572650883","https://openalex.org/W2314063573","https://openalex.org/W1910567518","https://openalex.org/W4231492192","https://openalex.org/W2808172389","https://openalex.org/W2552767373","https://openalex.org/W2161072392"],"abstract_inverted_index":{"Abstract.":[0],"The":[1],"purpose":[2],"of":[3,12,68,96,174,191],"this":[4],"study":[5],"is":[6],"to":[7,149],"create":[8],"a":[9],"new":[10],"dataset":[11],"spatially":[13],"interpolated":[14],"monthly":[15],"climate":[16,38],"data":[17,39,56,116],"for":[18,64,107,110,159,172,189],"South":[19],"Korea":[20,42],"at":[21,78],"high":[22],"spatial":[23,66],"resolution":[24],"(approximately":[25],"30m)":[26],"by":[27,135],"performing":[28],"various":[29],"spatio-statistical":[30],"interpolation":[31,179],"and":[32,50,70,74,88,101,109,117,131,139,143],"comparing":[33],"with":[34,122],"forecast":[35],"LDAPS":[36],"gridded":[37],"provided":[40],"from":[41,60],"Meterological":[43],"Administration":[44],"(KMA).":[45],"Automatic":[46],"Weather":[47],"System":[48,54],"(AWS)":[49],"Automated":[51],"Synoptic":[52],"Observing":[53],"(ASOS)":[55],"in":[57],"2017":[58],"obtained":[59],"KMA":[61],"were":[62,105,133,147],"included":[63],"the":[65,97,114,182],"mapping":[67],"temperature":[69,73,176],"rainfall;":[71],"instantaneous":[72,175],"1-hour":[75],"accumulated":[76],"precipitation":[77],"09:00":[79],"am":[80],"on":[81],"31th":[82],"March,":[83],"21th":[84],"June,":[85],"23th":[86],"September,":[87],"24th":[89],"December.":[90],"Among":[91],"observation":[92],"data,":[93,166],"80":[94],"percent":[95],"total":[98],"point":[99],"(478)":[100],"remaining":[102],"120":[103],"points":[104],"used":[106],"interpolations":[108],"quantification,":[111],"respectively.":[112],"With":[113],"training":[115],"digital":[118],"elevation":[119],"model":[120],"(DEM)":[121],"30":[123],"m":[124],"resolution,":[125],"inverse":[126],"distance":[127],"weighting":[128],"(IDW),":[129],"co-kriging,":[130],"kriging":[132,168],"performed":[134,158],"using":[136,162],"ArcGIS10.3.1":[137],"software":[138],"Python":[140],"3.6.4.":[141],"Bias":[142],"root":[144],"mean":[145],"square":[146],"computed":[148],"compare":[150],"prediction":[151],"performance":[152],"quantitatively.":[153],"When":[154],"statistical":[155],"analysis":[156],"was":[157,169,187],"each":[160],"cluster":[161],"20":[163],"%":[164],"validation":[165],"co":[167],"more":[170],"suitable":[171],"spatialization":[173,190],"than":[177],"other":[178,183],"method.":[180],"On":[181],"hand,":[184],"IDW":[185],"technique":[186],"appropriate":[188],"precipitation.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-05-17T00:00:00"}