{"id":"https://openalex.org/W1856469852","doi":"https://doi.org/10.1007/s10260-015-0340-9","title":"Optimal sampling for spatial prediction of functional data","display_name":"Optimal sampling for spatial prediction of functional data","publication_year":2015,"publication_date":"2015-09-30","ids":{"openalex":"https://openalex.org/W1856469852","doi":"https://doi.org/10.1007/s10260-015-0340-9","mag":"1856469852"},"language":"en","primary_location":{"id":"doi:10.1007/s10260-015-0340-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10260-015-0340-9","pdf_url":null,"source":{"id":"https://openalex.org/S155615518","display_name":"Statistical Methods & Applications","issn_l":"1613-981X","issn":["1613-981X","1618-2510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Methods &amp; Applications","raw_type":"journal-article"},"type":"article","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/A5025714127","display_name":"Martha Bohorquez","orcid":"https://orcid.org/0000-0003-1200-4909"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Martha Bohorquez","raw_affiliation_strings":["Department of Statistics, National University of Colombia, Bogot\u00e1, Colombia","National University of Colombia,"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, National University of Colombia, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"National University of Colombia,","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055612379","display_name":"Ram\u00f3n Giraldo","orcid":"https://orcid.org/0000-0003-3010-169X"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Ram\u00f3n Giraldo","raw_affiliation_strings":["Department of Statistics, National University of Colombia, Bogot\u00e1, Colombia","National University of Colombia,"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, National University of Colombia, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I36243813"]},{"raw_affiliation_string":"National University of Colombia,","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103185957","display_name":"Jorge Mateu","orcid":"https://orcid.org/0000-0002-2868-7604"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Mateu","raw_affiliation_strings":["Department of Mathematics, Universitat Jaume I, Castell\u00f3n de la Plana, Spain","Universitat Jaume I"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universitat Jaume I, Castell\u00f3n de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Universitat Jaume I","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025714127"],"corresponding_institution_ids":["https://openalex.org/I36243813"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.9015,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97474352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"39","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9786999821662903,"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"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9786999821662903,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10841","display_name":"Economic and Environmental Valuation","score":0.9485999941825867,"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/kriging","display_name":"Kriging","score":0.770548939704895},{"id":"https://openalex.org/keywords/functional-principal-component-analysis","display_name":"Functional principal component analysis","score":0.7013840079307556},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6130530834197998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5608221292495728},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5185325741767883},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5127909779548645},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.493825763463974},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4893188178539276},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.48628556728363037},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48414120078086853},{"id":"https://openalex.org/keywords/functional-data-analysis","display_name":"Functional data analysis","score":0.46510419249534607},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46281564235687256},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4331706166267395},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4265980124473572},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3561933636665344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32367396354675293},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21505728363990784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18912148475646973}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.770548939704895},{"id":"https://openalex.org/C71176878","wikidata":"https://www.wikidata.org/wiki/Q17014987","display_name":"Functional principal component analysis","level":3,"score":0.7013840079307556},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6130530834197998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5608221292495728},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5185325741767883},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5127909779548645},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.493825763463974},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4893188178539276},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.48628556728363037},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48414120078086853},{"id":"https://openalex.org/C51820054","wikidata":"https://www.wikidata.org/wiki/Q5508814","display_name":"Functional data analysis","level":2,"score":0.46510419249534607},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46281564235687256},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4331706166267395},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4265980124473572},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3561933636665344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32367396354675293},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21505728363990784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18912148475646973},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10260-015-0340-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10260-015-0340-9","pdf_url":null,"source":{"id":"https://openalex.org/S155615518","display_name":"Statistical Methods & Applications","issn_l":"1613-981X","issn":["1613-981X","1618-2510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Methods &amp; Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:stmapp:v:25:y:2016:i:1:d:10.1007_s10260-015-0340-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10260-015-0340-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:RePEc:spr:stmapp:v:25:y:2016:i:1:p:39-54","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s10260-015-0340-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W563799425","https://openalex.org/W621923488","https://openalex.org/W1236109317","https://openalex.org/W1485540258","https://openalex.org/W1524611564","https://openalex.org/W1544398811","https://openalex.org/W1583788335","https://openalex.org/W1851848794","https://openalex.org/W1965697623","https://openalex.org/W1982262289","https://openalex.org/W2004207982","https://openalex.org/W2008046668","https://openalex.org/W2008528491","https://openalex.org/W2011294651","https://openalex.org/W2014279567","https://openalex.org/W2019655708","https://openalex.org/W2021284437","https://openalex.org/W2032435391","https://openalex.org/W2048159935","https://openalex.org/W2048323650","https://openalex.org/W2061163110","https://openalex.org/W2067360972","https://openalex.org/W2087716480","https://openalex.org/W2099340661","https://openalex.org/W2574519416","https://openalex.org/W2613327815","https://openalex.org/W3021971632","https://openalex.org/W4205525631","https://openalex.org/W4205685297","https://openalex.org/W4240782261","https://openalex.org/W4253168234","https://openalex.org/W4256221834"],"related_works":["https://openalex.org/W2299080873","https://openalex.org/W273216563","https://openalex.org/W2605967135","https://openalex.org/W2056592727","https://openalex.org/W1925427981","https://openalex.org/W2963184067","https://openalex.org/W2340639288","https://openalex.org/W3124114881","https://openalex.org/W3169146846","https://openalex.org/W2873614201"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
