{"id":192496,"date":"2024-08-28T11:36:45","date_gmt":"2024-08-28T09:36:45","guid":{"rendered":"https:\/\/www.rse-web.it\/pubblicazioni\/comparison-of-source-apportionment-approaches-and-analysis-of-non-linearity-in-a-real-case-model-application\/"},"modified":"2024-08-31T00:43:52","modified_gmt":"2024-08-30T22:43:52","slug":"comparison-of-source-apportionment-approaches-and-analysis-of-non-linearity-in-a-real-case-model-application","status":"publish","type":"pubblicazioni","link":"https:\/\/www.rse-web.it\/en\/publications\/comparison-of-source-apportionment-approaches-and-analysis-of-non-linearity-in-a-real-case-model-application\/","title":{"rendered":"Comparison of source apportionment approaches and analysis of non-linearity in a real case model application"},"content":{"rendered":"<p class=\"last-updated-date\">Recently updated on August 31st, 2024 at 12:43 am<\/p>","protected":false},"excerpt":{"rendered":"<p>The article presents and applies a methodology to evaluate the influence of non-linear processes, typically of chemical origin, in the relationship between variation in emissions and corresponding variation in concentrations of air pollutants. The study is of particular interest in evaluating the robustness of methods for developing and validating the effectiveness of air quality improvement policies.<\/p>\n","protected":false},"author":93,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[1368,1321,1300,1364],"targets":[1304],"pubblicazioni_tipologie":[778],"class_list":["post-192496","pubblicazioni","type-pubblicazioni","status-publish","hentry","tag-air-quality","tag-emissions","tag-industrial-sector","tag-residential-sector","targets-industrial-world","pubblicazioni_tipologie-paper-en"],"acf":{"projects":{"ID":191049,"post_author":"464","post_date":"2024-07-10 16:50:41","post_date_gmt":"2024-07-10 14:50:41","post_content":"","post_title":"Tools and models, including sectoral ones, for energy and electricity scenarios adapted to the evolution of the system - Analysis of market and regulatory evolution","post_excerpt":"In recent years, scenario analyses of the Italian electrical and energy system have been and will continue to be in the future the main tool for conducting impact studies on new drivers or new energy policies.","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"tools-and-models-including-sectoral-ones-for-energy-and-electricity-scenarios-adapted-to-the-evolution-of-the-system-analysis-of-market-and-regulatory-evolution","to_ping":"","pinged":"","post_modified":"2024-08-09 15:57:42","post_modified_gmt":"2024-08-09 13:57:42","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.rse-web.it\/progetti\/tools-and-models-including-sectoral-ones-for-energy-and-electricity-scenarios-adapted-to-the-evolution-of-the-system-analysis-of-market-and-regulatory-evolution\/","menu_order":0,"post_type":"progetti","post_mime_type":"","comment_count":"0","filter":"raw"},"order_posts":"","dont_show_search":false,"related_posts":false,"dont_show_hompage":false,"show_on_slider":false,"single_post_data":{"titolo_spot":"","post_content":"<p>The response of PM10 concentrations to reductions in emission sources was analyzed by evaluating the impacts obtained by applying a sensitivity analysis method that predicts various levels of emissions reduction (brute force) using two chemical transport models (CAMx and FARM) and the contributions obtained with the method based on reactive tracers (CAMx with PSAT module). The study focused on the main sources of secondary inorganic aerosol precursors in the Po Valley (Northern Italy): agriculture, road transport, industry and residential combustion. In this study, interaction terms between sources obtained from a factor decomposition analysis are used as a measure of nonlinearity of the model response. These interaction terms were also analyzed in light of the free ammonia\/total nitrate gas ratio to determine the relationships between the chemical regime and nonlinearity at selected sites. The impacts of the different sources are not proportional to the emissions reductions and this non-linearity is more relevant when comparing 100% emission reduction levels with smaller reduction levels (50% and 20%). These differences are related to how emission reductions change the chemical regime compared to the base case. The nonlinearity is mainly associated with agriculture and the interaction of this source with road transport and, to a lesser extent, with industry. Notably, the PM10 mass concentration assigned to agriculture by the TS and BF approaches is significantly different when a 100% emissions reduction is applied. However, in many situations the non-linearity of annual PM10 averages is negligible and the TS and BF approaches provide comparable results. PM mass concentrations assigned to different sources by TS and BF were highly comparable in terms of spatial patterns and quantification of source influence (contribution or impact) for industry, transportation, and residential combustion. The conclusions obtained in this study, relating to PM10, are also applicable to PM2.5.<\/p>\n","scarica_file":false,"link_estreno":[{"link_text":"Download Memory","link":"https:\/\/gmd.copernicus.org\/articles\/14\/4731\/2021\/"}],"button":{"text":"","link":""},"referente_group":false,"data_emissione":"2021-07-29","autori":"C. A. Belis, J.P. Putaud (European Commission, Joint Research Centre), G. Pirovano (RSE S.p.A.), M.G. Villani (ENEA), G. Calori, N. Pepe (ARIANET s.r.l.)","destinazione":"Geoscientific Model Development, Vol. 14, Issue 7, July 29, 2021","rif_rse":"21000078"},"satellite_post_url":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Comparison of source apportionment approaches and analysis of non-linearity in a real case model application - RSE<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.rse-web.it\/en\/publications\/comparison-of-source-apportionment-approaches-and-analysis-of-non-linearity-in-a-real-case-model-application\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comparison of source apportionment approaches and analysis of non-linearity in a real case model application - RSE\" \/>\n<meta property=\"og:description\" content=\"The article presents and applies a methodology to evaluate the influence of non-linear processes, typically of chemical origin, in the relationship between variation in emissions and corresponding variation in concentrations of air pollutants. 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