{"id":"https://openalex.org/W2023005171","doi":"https://doi.org/10.1002/env.775","title":"Approximately optimal spatial design approaches for environmental health data","display_name":"Approximately optimal spatial design approaches for environmental health data","publication_year":2005,"publication_date":"2005-12-19","ids":{"openalex":"https://openalex.org/W2023005171","doi":"https://doi.org/10.1002/env.775","mag":"2023005171"},"language":"en","primary_location":{"id":"doi:10.1002/env.775","doi":"https://doi.org/10.1002/env.775","is_oa":false,"landing_page_url":"https://doi.org/10.1002/env.775","pdf_url":null,"source":{"id":"https://openalex.org/S17114410","display_name":"Environmetrics","issn_l":"1099-095X","issn":["1099-095X","1180-4009"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmetrics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Approximately_optimal_spatial_design_approaches_for_environmental_health_data/24729357","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022806338","display_name":"Gangqiang Xia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gangqiang Xia","raw_affiliation_strings":["Institute of Statistics and Decision Sciences, Duke University, Durham, NC 27708-0251, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Statistics and Decision Sciences, Duke University, Durham, NC 27708-0251, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042914840","display_name":"Marie Lynn Miranda","orcid":"https://orcid.org/0000-0002-5670-0837","observed_orcids":["https://orcid.org/0000-0002-5670-0837"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marie Lynn Miranda","raw_affiliation_strings":["Nicholas School of the Environment and Earth Sciences, Duke University, Durham, NC 27708-0328, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nicholas School of the Environment and Earth Sciences, Duke University, Durham, NC 27708-0328, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042522667","display_name":"Alan E. Gelfand","orcid":"https://orcid.org/0000-0002-5671-9212","observed_orcids":["https://orcid.org/0000-0002-5671-9212"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alan E. Gelfand","raw_affiliation_strings":["Institute of Statistics and Decision Sciences, Duke University, Durham, NC 27708-0251, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Statistics and Decision Sciences, Duke University, Durham, NC 27708-0251, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042522667"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":{"value":4780,"currency":"USD","value_usd":4780},"apc_paid":null,"fwci":4.744,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93828627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"17","issue":"4","first_page":"363","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.7329000234603882,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.7329000234603882,"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/T11911","display_name":"Spatial and Panel Data Analysis","score":0.2223999947309494,"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":0.011500000022351742,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spatial-sampling-design","display_name":"spatial sampling design","score":0.7139999866485596},{"id":"https://openalex.org/keywords/optimal-design","display_name":"optimal design","score":0.6549999713897705},{"id":"https://openalex.org/keywords/environmental-health","display_name":"environmental health","score":0.8349999785423279},{"id":"https://openalex.org/keywords/spatial-processes","display_name":"spatial processes","score":0.6620000004768372},{"id":"https://openalex.org/keywords/fisher-information-matrix","display_name":"Fisher information matrix","score":0.9240000247955322},{"id":"https://openalex.org/keywords/sequential-sampling","display_name":"sequential sampling","score":0.8119999766349792},{"id":"https://openalex.org/keywords/block-sampling","display_name":"block sampling","score":0.9900000095367432},{"id":"https://openalex.org/keywords/stochastic-search","display_name":"stochastic search","score":0.9829999804496765},{"id":"https://openalex.org/keywords/information-gain","display_name":"information gain","score":0.7160000205039978},{"id":"https://openalex.org/keywords/oversampling","display_name":"oversampling","score":0.7369999885559082},{"id":"https://openalex.org/keywords/spatial-dependence","display_name":"spatial dependence","score":0.5709999799728394},{"id":"https://openalex.org/keywords/toxics-release-inventory","display_name":"Toxics Release Inventory","score":0.9559999704360962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6406327486038208},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.6082059741020203},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.6048592329025269},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5870093703269958},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5503270030021667},{"id":"https://openalex.org/C75373757","wikidata":"https://www.wikidata.org/wiki/Q7410160","display_name":"Sampling design","level":3,"score":0.49817609786987305},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.48834869265556335},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47012484073638916},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.4378446340560913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40301215648651123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26421114802360535},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24429750442504883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19210487604141235},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11798712611198425},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/env.775","doi":"https://doi.org/10.1002/env.775","is_oa":false,"landing_page_url":"https://doi.org/10.1002/env.775","pdf_url":null,"source":{"id":"https://openalex.org/S17114410","display_name":"Environmetrics","issn_l":"1099-095X","issn":["1099-095X","1180-4009"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmetrics","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/24729357","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Approximately_optimal_spatial_design_approaches_for_environmental_health_data/24729357","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24729357","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Approximately_optimal_spatial_design_approaches_for_environmental_health_data/24729357","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1959492","https://openalex.org/W55912154","https://openalex.org/W1505336090","https://openalex.org/W1611522588","https://openalex.org/W1969665923","https://openalex.org/W1976165667","https://openalex.org/W1998800146","https://openalex.org/W2010146225","https://openalex.org/W2017661617","https://openalex.org/W2028723817","https://openalex.org/W2030597423","https://openalex.org/W2033220086","https://openalex.org/W2033694755","https://openalex.org/W2036664398","https://openalex.org/W2038875690","https://openalex.org/W2044137334","https://openalex.org/W2053353082","https://openalex.org/W2059251446","https://openalex.org/W2065872253","https://openalex.org/W2088617152","https://openalex.org/W2091611014","https://openalex.org/W2099204361","https://openalex.org/W2102082460","https://openalex.org/W2110987058","https://openalex.org/W2124621092","https://openalex.org/W2129393831","https://openalex.org/W2130761473","https://openalex.org/W2170712385","https://openalex.org/W2201025417","https://openalex.org/W2403035479","https://openalex.org/W2542256003","https://openalex.org/W3022179063","https://openalex.org/W4235947208","https://openalex.org/W4240874411","https://openalex.org/W4245274258","https://openalex.org/W4249286998","https://openalex.org/W4300029251","https://openalex.org/W4301341693"],"related_works":["https://openalex.org/W2883279560","https://openalex.org/W4392388801","https://openalex.org/W2715665860","https://openalex.org/W3004413721","https://openalex.org/W4391801278","https://openalex.org/W2153542674","https://openalex.org/W7099358864","https://openalex.org/W2114009539","https://openalex.org/W2074816415","https://openalex.org/W2406240799"],"abstract_inverted_index":{"Environmental":[0],"health":[1,13],"research":[2],"considers":[3],"the":[4,46,70,82,103,110,129,145,150,157,161,166,238,241],"relationship":[5],"between":[6],"exposures":[7,22],"to":[8,16,61,68,76,93,100,134,174,182,202,207],"environmental":[9,32],"contaminants":[10],"and":[11,191,214,217,222],"particular":[12],"endpoints.":[14],"Due":[15],"spatial":[17,25,43,56,63,104],"structure":[18,159],"associated":[19],"with":[20,115,149,205],"either":[21],"or":[23],"outcomes,":[24],"modeling":[26],"is":[27,39,92,120,124],"making":[28],"rapid":[29],"inroads":[30],"in":[31,36,45,65,80,160,237],"health.":[33],"Our":[34],"focus":[35,140],"this":[37],"paper":[38],"on":[40],"approximately":[41,96,185],"optimal":[42,97,186],"design":[44],"case":[47],"of":[48,55,106,118,152,199,240],"one-time":[49],"sampling":[50,83,98],"at":[51],"a":[52,86,107,116,170,228,234],"large":[53],"number":[54],"locations.":[57],"If":[58],"we":[59,126,139,178],"plan":[60],"use":[62,77],"processes":[64],"building":[66],"models":[67,79],"analyze":[69],"data,":[71],"it":[72],"seems":[73],"equally":[74],"appropriate":[75],"such":[78],"developing":[81],"design.":[84],"For":[85],"given":[87],"study":[88],"region,":[89],"our":[90],"contribution":[91],"develop":[94,183],"an":[95,184,224],"strategy":[99],"learn":[101],"about":[102,156,165],"distribution":[105],"contaminant":[108],"across":[109],"region.":[111],"Optimal":[112],"design,":[113],"working":[114],"continuum":[117],"locations,":[119],"intractable":[121],"so,":[122],"as":[123],"customary,":[125],"presume":[127],"that":[128,172],"region":[130],"has":[131],"been":[132],"gridded":[133],"high":[135],"resolution.":[136],"The":[137],"criteria":[138],"on,":[141],"are":[142],"developed":[143],"from":[144],"Fisher":[146],"information":[147,176],"matrix":[148],"goal":[151],"learning":[153],"not":[154],"only":[155],"regression":[158],"model":[162],"but":[163],"also":[164,195,232],"dependence":[167],"structure.":[168],"Under":[169],"criterion":[171],"attempts":[173],"maximize":[175],"gain,":[177],"consider":[179],"three":[180],"strategies":[181,201,221],"design\u2014sequential":[187],"sampling,":[188,190],"block":[189],"stochastic":[192],"search.":[193],"We":[194,210,231],"discuss":[196],"utility-based":[197],"modification":[198],"these":[200,220],"achieve":[203],"oversampling":[204],"regard":[206],"specified":[208],"objectives.":[209],"present":[211],"some":[212],"theoretical":[213],"empirical":[215],"properties":[216],"relationships":[218],"among":[219],"provide":[223],"illustrative":[225],"implementation":[226],"for":[227],"simulated":[229],"dataset.":[230],"describe":[233],"real":[235],"application":[236],"context":[239],"toxics":[242],"release":[243],"inventory":[244],"(TRI).":[245],"Copyright":[246],"\u00a9":[247],"2005":[248],"John":[249],"Wiley":[250],"&":[251],"Sons,":[252],"Ltd.":[253]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}