{"id":"https://openalex.org/W2016199013","doi":"https://doi.org/10.1016/j.envsoft.2004.03.010","title":"Neural network prediction model for fine particulate matter (PM2.5) on the US\u2013Mexico border in El Paso (Texas) and Ciudad Ju\u00e1rez (Chihuahua)","display_name":"Neural network prediction model for fine particulate matter (PM2.5) on the US\u2013Mexico border in El Paso (Texas) and Ciudad Ju\u00e1rez (Chihuahua)","publication_year":2004,"publication_date":"2004-06-17","ids":{"openalex":"https://openalex.org/W2016199013","doi":"https://doi.org/10.1016/j.envsoft.2004.03.010","mag":"2016199013"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2004.03.010","doi":"https://doi.org/10.1016/j.envsoft.2004.03.010","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2004.03.010","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://investigacion.unirioja.es/documentos/5bbc6823b750603269e8034b","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024077875","display_name":"Joaqu\u00edn B. Ordieres-Mer\u00e9","orcid":"https://orcid.org/0000-0002-9677-6764","observed_orcids":["https://orcid.org/0000-0002-9677-6764"]},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J.B. Ordieres","raw_affiliation_strings":["Universidad de La Rioja, c/ Luis de Ulloa 20, 26004, Logro\u00f1o, La Rioja, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de La Rioja, c/ Luis de Ulloa 20, 26004, Logro\u00f1o, La Rioja, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056898783","display_name":"Eliseo Pablo Vergara Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-0083-6401","observed_orcids":["https://orcid.org/0000-0002-0083-6401"]},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E.P. Vergara","raw_affiliation_strings":["Universidad de La Rioja, c/ Luis de Ulloa 20, 26004, Logro\u00f1o, La Rioja, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de La Rioja, c/ Luis de Ulloa 20, 26004, Logro\u00f1o, La Rioja, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113574270","display_name":"R.S. Capuz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R.S. Capuz","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Valencia, Camino de Vera, s/n. 46022 Valencia, Spain","Universidad Politecnica de Valencia, Camino de Vera s/n, 46022 Valencia (Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Valencia, Camino de Vera, s/n. 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]},{"raw_affiliation_string":"Universidad Politecnica de Valencia, Camino de Vera s/n, 46022 Valencia (Spain)","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008746866","display_name":"Ruben Salazar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3133460883","display_name":"Mexicali Institute of Technology","ror":"https://ror.org/03jfd4440","country_code":"MX","type":"education","lineage":["https://openalex.org/I3133460883"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"R.E. Salazar","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Mexicali, Av. Tecnol\u00f3gico, s/n Col. El\u0131\u0301as Calles, 21396 Mexicali B.C., Mexico","Instituto Tecnol\u00f3gico de Mexicali, Av. Tecnol\u00f3gico, s/n Col. El\u00edas Calles, 21396 Mexicali, B.C., Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Mexicali, Av. Tecnol\u00f3gico, s/n Col. El\u0131\u0301as Calles, 21396 Mexicali B.C., Mexico","institution_ids":["https://openalex.org/I3133460883"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Mexicali, Av. Tecnol\u00f3gico, s/n Col. El\u00edas Calles, 21396 Mexicali, B.C., Mexico","institution_ids":["https://openalex.org/I3133460883"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024077875"],"corresponding_institution_ids":["https://openalex.org/I168974976"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":6.6916,"has_fulltext":false,"cited_by_count":230,"citation_normalized_percentile":{"value":0.96196513,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"20","issue":"5","first_page":"547","last_page":"559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.00019999999494757503,"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/T10190","display_name":"Air Quality and Health Impacts","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/pm2-5-prediction","display_name":"PM2.5 forecasting","score":0.8130000233650208},{"id":"https://openalex.org/keywords/pm2-5","display_name":"PM2.5","score":0.9120000004768372},{"id":"https://openalex.org/keywords/air-quality-forecasting","display_name":"air quality forecasting","score":0.9369999766349792},{"id":"https://openalex.org/keywords/neural-network-model","display_name":"neural network model","score":0.6919999718666077},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.8230000138282776},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9990000128746033},{"id":"https://openalex.org/keywords/us-mexico-border","display_name":"U.S.-Mexico border","score":0.7400000095367432},{"id":"https://openalex.org/keywords/el-paso-texas","display_name":"El Paso","score":0.890999972820282},{"id":"https://openalex.org/keywords/ciudad-juarez","display_name":"Ciudad Ju\u00e1rez","score":0.9950000047683716},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.628000020980835}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.769498348236084},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6304185390472412},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5222154855728149},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5000581741333008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4682159423828125},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.46348005533218384},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.45753318071365356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4451342523097992},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.44249746203422546},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.42739999294281006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.417820006608963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29302918910980225},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2791818678379059},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.envsoft.2004.03.010","doi":"https://doi.org/10.1016/j.envsoft.2004.03.010","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2004.03.010","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},{"id":"pmh:oai:portal.dialnet.es:doc/5bbc6823b750603269e8034b","doi":null,"is_oa":true,"landing_page_url":"https://investigacion.unirioja.es/documentos/5bbc6823b750603269e8034b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402551","display_name":"RIUR (Universidad de La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:portal.dialnet.es:doc/5bbc6823b750603269e8034b","doi":null,"is_oa":true,"landing_page_url":"https://investigacion.unirioja.es/documentos/5bbc6823b750603269e8034b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402551","display_name":"RIUR (Universidad de La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.4699999988079071,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308133","display_name":"Texas Commission on Environmental Quality","ror":"https://ror.org/00zwq0r67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W4337226","https://openalex.org/W226614246","https://openalex.org/W949293872","https://openalex.org/W1528905581","https://openalex.org/W1533618852","https://openalex.org/W1540772925","https://openalex.org/W1554663460","https://openalex.org/W1966507924","https://openalex.org/W1966989694","https://openalex.org/W1968167049","https://openalex.org/W1969761972","https://openalex.org/W1973824420","https://openalex.org/W1976409488","https://openalex.org/W1977177161","https://openalex.org/W1980462675","https://openalex.org/W1984367183","https://openalex.org/W1988144823","https://openalex.org/W1997811291","https://openalex.org/W2002011878","https://openalex.org/W2007328735","https://openalex.org/W2020232291","https://openalex.org/W2021329998","https://openalex.org/W2022394270","https://openalex.org/W2022421762","https://openalex.org/W2027319527","https://openalex.org/W2028571293","https://openalex.org/W2029352085","https://openalex.org/W2031459800","https://openalex.org/W2031892401","https://openalex.org/W2035058881","https://openalex.org/W2041178263","https://openalex.org/W2043154944","https://openalex.org/W2046086616","https://openalex.org/W2054576209","https://openalex.org/W2063344466","https://openalex.org/W2065839892","https://openalex.org/W2066469118","https://openalex.org/W2067186191","https://openalex.org/W2070364167","https://openalex.org/W2070429306","https://openalex.org/W2071903220","https://openalex.org/W2073645681","https://openalex.org/W2076230528","https://openalex.org/W2081107827","https://openalex.org/W2089080661","https://openalex.org/W2109529553","https://openalex.org/W2124776405","https://openalex.org/W2129005627","https://openalex.org/W2130304844","https://openalex.org/W2137983211","https://openalex.org/W2158618294","https://openalex.org/W2797583072","https://openalex.org/W3146803896","https://openalex.org/W4249303080","https://openalex.org/W6683379477"],"related_works":["https://openalex.org/W2096715552","https://openalex.org/W1598419248","https://openalex.org/W2076543106","https://openalex.org/W4322009192","https://openalex.org/W4320483926","https://openalex.org/W2019891950","https://openalex.org/W2502272432","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}
