{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,21]],"date-time":"2026-09-21T06:07:38Z","timestamp":1789970858909,"version":"4.0.1"},"reference-count":39,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2012,8,1]],"date-time":"2012-08-01T00:00:00Z","timestamp":1343779200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Atmospheric Environment"],"published-print":{"date-parts":[[2012,8]]},"DOI":"10.1016\/j.atmosenv.2012.03.035","type":"journal-article","created":{"date-parts":[[2012,3,28]],"date-time":"2012-03-28T10:45:49Z","timestamp":1332931549000},"page":"220-228","source":"Crossref","is-referenced-by-count":38,"special_numbering":"C","title":["Use of generalized additive models and cokriging of spatial residuals to improve land-use regression estimates of nitrogen oxides in Southern California"],"prefix":"10.1016","volume":"55","author":[{"given":"Lianfa","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michelle","family":"Wilhelm","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beate","family":"Ritz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.atmosenv.2012.03.035_bib1","series-title":"Southern California 1990 Aerial Land Use Study: Land Use Level III\/IV Classification","author":"Aerial Information Systems","year":"1996"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib2","doi-asserted-by":"crossref","first-page":"815","DOI":"10.1021\/es0715492","article-title":"Estimation of outdoor NOx, NO2, and BTEX exposure in a cohort of pregnant women using land use regression modeling","volume":"42","author":"Aguilera","year":"2008","journal-title":"Environmental Science & Technology"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib3","doi-asserted-by":"crossref","first-page":"1322","DOI":"10.1289\/ehp.0800256","article-title":"Association between GIS-based exposure to urban air pollution during pregnancy and birth weight in the INMA sabadell cohort","volume":"117","author":"Aguilera","year":"2009","journal-title":"Environmental Health Perspective"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib4","doi-asserted-by":"crossref","first-page":"2394","DOI":"10.1016\/j.atmosenv.2007.12.021","article-title":"A\u00a0source area model incorporating simplified atmospheric dispersion and advection at fine scale for population air pollution exposure assessment","volume":"42","author":"Ainslie","year":"2008","journal-title":"Atmospheric Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib5","series-title":"Port Industry Statistics: North American Port Container Traffic (1990\u20132009)","author":"American Association of Port Authorities","year":"2010"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib6","series-title":"State of the AIR 2011","author":"American Lung Association","year":"2011"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib7","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1080\/09640560903399640","article-title":"Measuring neighbourhood air pollution: the case of Seattle's international district","volume":"53","author":"Bassok","year":"2010","journal-title":"Journal of Environmental Planning and Management"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib8","doi-asserted-by":"crossref","first-page":"1852","DOI":"10.1016\/j.scitotenv.2008.11.048","article-title":"Mapping of background air pollution at a fine spatial scale across the European Union","volume":"407","author":"Beelen","year":"2009","journal-title":"Science of the Total Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib9","doi-asserted-by":"crossref","first-page":"680","DOI":"10.1289\/ehp.10952","article-title":"A\u00a0cohort study of traffic-related air pollution impacts on birth outcomes","volume":"116","author":"Brauer","year":"2010","journal-title":"Environmental Health Perspective"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib10","series-title":"ENVI-User's Guide: Transform","author":"ENVI","year":"2011"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib11","series-title":"Spatial Statistics and Modeling","author":"Gartan","year":"2010"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib12","series-title":"Geostatistics for Natural Resources Evaluation","author":"Goovaerts","year":"1997"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib13","doi-asserted-by":"crossref","first-page":"1690","DOI":"10.1289\/ehp.0900840","article-title":"Spatial modeling of PM10 and NO2 in the Continental United States, 1985\u20132000","volume":"117","author":"Hart","year":"2009","journal-title":"Environmental Health Perspectives"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib14","series-title":"Generalized Additive Models","author":"Hastie","year":"1990"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib15","doi-asserted-by":"crossref","first-page":"7561","DOI":"10.1016\/j.atmosenv.2008.05.057","article-title":"A\u00a0review of land-use regression models to assess spatial variation of outdoor air pollution","volume":"42","author":"Hoek","year":"2008","journal-title":"Atmospheric Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib16","doi-asserted-by":"crossref","first-page":"2541","DOI":"10.1016\/j.atmosenv.2009.02.033","article-title":"A\u00a0wide area of air pollutant impact downwind of a freeway during pre-sunrise hours","volume":"43","author":"Hu","year":"2009","journal-title":"Atmospheric Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib17","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.1289\/ehp.1002976","article-title":"Creating national air pollution models for population exposure assessment in Canada","volume":"119","author":"Hystad","year":"2011","journal-title":"Environmental Health Perspectives"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib18","doi-asserted-by":"crossref","first-page":"6093","DOI":"10.1016\/j.scitotenv.2009.08.006","article-title":"Estimation of personal NO2 exposure in a cohort of pregnant women","volume":"407","author":"Iniguez","year":"2009","journal-title":"Science of the Total Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib19","series-title":"ArcGIS 9: Using ArcGIS Geostatistical Analyst","author":"Johnston","year":"2003"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib20","doi-asserted-by":"crossref","first-page":"1494","DOI":"10.2105\/AJPH.93.9.1494","article-title":"Breathless in Los Angeles: the exhausting search for clean air","volume":"93","author":"Kunzli","year":"2003","journal-title":"American Journal of Public Health"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib21","doi-asserted-by":"crossref","first-page":"4074","DOI":"10.1021\/es051828u","article-title":"Source proximity and outdoor-residential VOC concentrations: results from ROIPA study","volume":"40","author":"Kwon","year":"2006","journal-title":"Environmental Science & Technology"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib22","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1289\/ehp.0800123","article-title":"Estimating regional spatial and temporal variability of PM2.5 concentrations using satellite data, meteorology and land use information","volume":"117","author":"Liu","year":"2009","journal-title":"Environmental Health Perspectives"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib23","doi-asserted-by":"crossref","first-page":"2285","DOI":"10.1175\/1520-0469(1994)051<2285:APTIAC>2.0.CO;2","article-title":"Air pollutant transport in a coastal environment .1. 2-Dimensional Simulations of sea-breeze and mountain effects","volume":"51","author":"Lu","year":"1994","journal-title":"Journal of the Atmospheric Sciences"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib24","doi-asserted-by":"crossref","first-page":"4412","DOI":"10.1016\/j.atmosenv.2011.05.043","article-title":"Comparing universal kriging and land-use regression for predicting concentrations of gaseous oxides of nitrogen (NOx) for Multi-Ethnic Study of Attherosclerosis and Air Pollution (MESA AIR)","volume":"45","author":"Mercer","year":"2011","journal-title":"Atmospheric Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib25","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1007\/s11135-006-9018-6","article-title":"A\u00a0caution regarding rules of thumb for variance inflation factors","volume":"41","author":"O'Brien","year":"2007","journal-title":"Quality & Quantity"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib26","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1214\/10-STS326","article-title":"The importance of scale for spatial-counfound bias and precision of spatial regression estimators","volume":"25","author":"Paciorek","year":"2010","journal-title":"Statistical Science"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib27","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1016\/j.jenvman.2006.12.010","article-title":"Classifying environmentally significant urban land uses with satellite imagery","volume":"86","author":"Park","year":"2008","journal-title":"Journal of Environmental Management"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib28","doi-asserted-by":"crossref","first-page":"3890","DOI":"10.1016\/j.scitotenv.2009.01.061","article-title":"A\u00a0distance-decay variable selection strategy for land use regression modeling of ambient air pollution exposures","volume":"407","author":"Su","year":"2009","journal-title":"Science of the Total Environment"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib29","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1016\/j.envres.2009.06.001","article-title":"Predicting traffic-related air pollution in Los Angeles using a distance decay regression selection strategy","volume":"109","author":"Su","year":"2009","journal-title":"Environmental Research"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib30","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1002\/env.1014","article-title":"Predicting intra-urban variation in air pollution concentrations with complex spatio-temporal dependencies","volume":"21","author":"Szpiro","year":"2010","journal-title":"Environmetrics"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib31","series-title":"PeMS Data Extraction Methodology and Execution Technical Memorandum for the Southern California Association of Governments Southern","author":"Urban Crossroads, Inc.","year":"2006"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib32","series-title":"A\u00a0Guide to State and Local Census Geography","author":"U.S. Census Bureau","year":"1993"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib33","author":"U.S. Census Bureau"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib34","series-title":"2000 Census of Population and Housing, Summary Tape File 3A","author":"U.S. Census Bureau","year":"2004"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib35","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1289\/ehp.5688","article-title":"Residential proximity to traffic and adverse birth outcomes in Los Angeles County, California, 1994\u20131996","volume":"111","author":"Wilhelm","year":"2003","journal-title":"Environmental Health Perspective"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib36","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1111\/j.1467-9671.2005.00236.x","article-title":"Improving spatial accuracy of roadway networks and geocoded addresses","author":"Wu","year":"2005","journal-title":"Transactions in GIS"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib37","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1016\/j.envres.2011.03.008","article-title":"Comparing exposure assessment methods for traffic-related air pollution in an adverse pregnancy outcome study","volume":"111","author":"Wu","year":"2011","journal-title":"Environmental Research"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib38","series-title":"Converting Landsat TM and ETM+ Thermal Bands to Temperature","author":"YCEO","year":"2010"},{"key":"10.1016\/j.atmosenv.2012.03.035_bib39","doi-asserted-by":"crossref","first-page":"4323","DOI":"10.1016\/S1352-2310(02)00354-0","article-title":"Study of ultrafine particles near a major highway with heavy-duty diesel traffic","volume":"36","author":"Zhu","year":"2002","journal-title":"Atmospheric Environment"}],"container-title":["Atmospheric Environment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1352231012002762?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1352231012002762?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,4,22]],"date-time":"2024-04-22T08:17:56Z","timestamp":1713773876000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1352231012002762"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8]]},"references-count":39,"alternative-id":["S1352231012002762"],"URL":"https:\/\/doi.org\/10.1016\/j.atmosenv.2012.03.035","relation":{},"ISSN":["1352-2310"],"issn-type":[{"value":"1352-2310","type":"print"}],"subject":[],"published":{"date-parts":[[2012,8]]}}}