{"id":"https://openalex.org/W4322619670","doi":"https://doi.org/10.32614/rj-2023-007","title":"populR: a Package for Population Downscaling in R","display_name":"populR: a Package for Population Downscaling in R","publication_year":2023,"publication_date":"2023-02-10","ids":{"openalex":"https://openalex.org/W4322619670","doi":"https://doi.org/10.32614/rj-2023-007"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2023-007","pdf_url":"https://journal.r-project.org/articles/RJ-2023-007/RJ-2023-007.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journal.r-project.org/articles/RJ-2023-007/RJ-2023-007.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075633782","display_name":"Marios Batsaris","orcid":"https://orcid.org/0000-0002-1805-3528"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Marios Batsaris","raw_affiliation_strings":["University of the Aegean"],"affiliations":[{"raw_affiliation_string":"University of the Aegean","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016857173","display_name":"Dimitris Kavroudakis","orcid":"https://orcid.org/0000-0001-5782-3049"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Kavroudakis","raw_affiliation_strings":["University of the Aegean"],"affiliations":[{"raw_affiliation_string":"University of the Aegean","institution_ids":["https://openalex.org/I98805295"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.453,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":1,"citation_normalized_percentile":{"value":0.650829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":68,"max":79},"biblio":{"volume":"14","issue":"4","first_page":"223","last_page":"234"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.9992,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.9992,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9517,"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/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.905,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation","score":0.6463107},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.60535944}],"concepts":[{"id":"https://openalex.org/C41156917","wikidata":"https://www.wikidata.org/wiki/Q682831","display_name":"Downscaling","level":3,"score":0.98381865},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.65544975},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6463107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6174018},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.60535944},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4644207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3269846},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3218997},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.24524578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16169927},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10917008},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07699254},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07486948},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.07005575},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","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":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2023-007","pdf_url":"https://journal.r-project.org/articles/RJ-2023-007/RJ-2023-007.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2023-007","pdf_url":"https://journal.r-project.org/articles/RJ-2023-007/RJ-2023-007.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.59}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":24,"referenced_works":["https://openalex.org/W1966086989","https://openalex.org/W1992354493","https://openalex.org/W2015388101","https://openalex.org/W2039474137","https://openalex.org/W2045035054","https://openalex.org/W2053697364","https://openalex.org/W2086819892","https://openalex.org/W2096244142","https://openalex.org/W2144314902","https://openalex.org/W2156992966","https://openalex.org/W2157163776","https://openalex.org/W2727648530","https://openalex.org/W2755095370","https://openalex.org/W2804233742","https://openalex.org/W2922103469","https://openalex.org/W2946514231","https://openalex.org/W2964222870","https://openalex.org/W2964784968","https://openalex.org/W3014221545","https://openalex.org/W3087777113","https://openalex.org/W3159935990","https://openalex.org/W3194717903","https://openalex.org/W645190342","https://openalex.org/W962409236"],"related_works":["https://openalex.org/W769766909","https://openalex.org/W4387102043","https://openalex.org/W4377833746","https://openalex.org/W4220911053","https://openalex.org/W3013458534","https://openalex.org/W3010558748","https://openalex.org/W2526815458","https://openalex.org/W2394436593","https://openalex.org/W2380042710","https://openalex.org/W2349440800"],"abstract_inverted_index":{"Population":[0],"data":[1,29,58],"provision":[2],"is":[3],"usually":[4],"framed":[5],"by":[6,143],"regulations":[7],"and":[8,10,22,33,97,104,112,133],"restrictions":[9],"hence":[11],"spatially":[12],"aggregated":[13],"in":[14,62,109],"predefined":[15],"enumeration":[16],"units":[17,47],"such":[18],"as":[19],"city":[20],"blocks":[21],"census":[23],"tracts.":[24],"Many":[25],"applications":[26],"require":[27],"population":[28,42,57,147],"at":[30],"finer":[31],"scale,":[32],"therefore,":[34],"one":[35],"may":[36,139],"use":[37],"downscaling":[38,55,91],"methods":[39,53],"to":[40,85,106],"transform":[41],"counts":[43],"from":[44,119],"coarse":[45],"spatial":[46],"into":[48],"smaller":[49],"ones.":[50],"Although":[51],"numerous":[52],"for":[54,146],"of":[56,70],"have":[59],"been":[60],"reported":[61],"the":[63,110,127,131],"scientific":[64],"literature,":[65],"only":[66],"a":[67,116],"limited":[68],"number":[69],"implementation":[71],"tools":[72],"exist.":[73],"In":[74],"this":[75,86],"study,":[76],"we":[77,135],"introduce":[78],"populR,":[79],"an":[80],"R":[81,137],"package":[82],"that":[83,126],"responds":[84],"need.":[87],"populR":[88,145],"provides":[89],"two":[90],"methods,":[92],"namely":[93],"Areal":[94],"Weighted":[95,99],"Interpolation":[96],"Volume":[98],"Interpolation,":[100],"which":[101],"are":[102],"illustrated":[103],"compared":[105],"alternative":[107],"implementations":[108],"sf":[111],"areal":[113],"packages":[114],"using":[115,144],"case":[117],"study":[118],"Mytilini,":[120],"Greece.":[121],"The":[122],"results":[123],"provide":[124],"evidence":[125],"vwi":[128],"approach":[129],"outperforms":[130],"others,":[132],"thus,":[134],"believe":[136],"users":[138],"gain":[140],"significant":[141],"advantage":[142],"downscaling.":[148]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4322619670","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-11T22:00:30.255746","created_date":"2023-03-01"}