{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T06:53:26Z","timestamp":1774940006125,"version":"3.50.1"},"reference-count":56,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"name":"Science and Technology Program of Guangzhou, China"},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2016YFC0207606"],"award-info":[{"award-number":["2016YFC0207606"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000139","name":"U.S. EPA","doi-asserted-by":"publisher","award":["EP-D-12-044"],"award-info":[{"award-number":["EP-D-12-044"]}],"id":[{"id":"10.13039\/100000139","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["21625701"],"award-info":[{"award-number":["21625701"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["D2160320"],"award-info":[{"award-number":["D2160320"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["D6180330"],"award-info":[{"award-number":["D6180330"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["D2170150"],"award-info":[{"award-number":["D2170150"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2017A030310279"],"award-info":[{"award-number":["2017A030310279"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Environmental Management"],"published-print":{"date-parts":[[2020,8]]},"DOI":"10.1016\/j.jenvman.2020.110650","type":"journal-article","created":{"date-parts":[[2020,5,14]],"date-time":"2020-05-14T03:15:11Z","timestamp":1589426111000},"page":"110650","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":24,"special_numbering":"C","title":["Real-time source contribution analysis of ambient ozone using an enhanced meta-modeling approach over the Pearl River Delta Region of China"],"prefix":"10.1016","volume":"268","author":[{"given":"Tingting","family":"Fang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jicheng","family":"Jang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuxiao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Xing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pen-Chi","family":"Chiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaojia","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiqiang","family":"You","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinying","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"issue":"3","key":"10.1016\/j.jenvman.2020.110650_bib1","doi-asserted-by":"crossref","first-page":"300","DOI":"10.5094\/APR.2011.036","article-title":"Source apportionment of fine particulate matter over the Eastern U.S. Part I: source sensitivity simulations using CMAQ with the Brute Force method","volume":"2","author":"Burr","year":"2011","journal-title":"Atmos. Pollut. Res."},{"issue":"3","key":"10.1016\/j.jenvman.2020.110650_bib2","doi-asserted-by":"crossref","first-page":"662","DOI":"10.1016\/j.jenvman.2009.09.030","article-title":"Photochemical model evaluation of the surface ozone impact of a power plant in a heavily industrialized area of southwestern Spain","volume":"91","author":"Castell","year":"2010","journal-title":"J. Environ. Manag."},{"issue":"17","key":"10.1016\/j.jenvman.2020.110650_bib3","doi-asserted-by":"crossref","first-page":"9259","DOI":"10.5194\/acp-14-9259-2014","article-title":"Photochemical roles of rapid economic growth and potential abatement strategies on tropospheric ozone over South and East Asia in 2030","volume":"14","author":"Chatani","year":"2014","journal-title":"Atmos. Chem. Phys."},{"key":"10.1016\/j.jenvman.2020.110650_bib4","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1016\/j.atmosenv.2015.08.086","article-title":"Estimate of biogenic VOC emissions in Japan and their effects on photochemical formation of ambient ozone and secondary organic aerosol","volume":"120","author":"Chatani","year":"2015","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib5","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1016\/j.atmosenv.2014.03.055","article-title":"Assessment of transboundary ozone contribution toward South Korea using multiple source-receptor modeling techniques","volume":"92","author":"Choi","year":"2014","journal-title":"Atmos. Environ."},{"issue":"11","key":"10.1016\/j.jenvman.2020.110650_bib6","doi-asserted-by":"crossref","first-page":"4245","DOI":"10.5194\/gmd-10-4245-2017","article-title":"Source apportionment and sensitivity analysis: two methodologies with two different purposes","volume":"10","author":"Clappier","year":"2017","journal-title":"Geosci. Model Dev. (GMD)"},{"issue":"17","key":"10.1016\/j.jenvman.2020.110650_bib7","doi-asserted-by":"crossref","first-page":"6739","DOI":"10.1021\/es048664m","article-title":"Nonlinear response of ozone to Emissions: source apportionment and sensitivity analysis","volume":"39","author":"Cohan","year":"2005","journal-title":"Environ. Sci. Technol."},{"issue":"8","key":"10.1016\/j.jenvman.2020.110650_bib8","doi-asserted-by":"crossref","first-page":"938","DOI":"10.1080\/10962247.2017.1310149","article-title":"Future-year ozone prediction for the United States using updated models and inputs","volume":"67","author":"Collet","year":"2017","journal-title":"J. Air Waste Manag. Assoc."},{"issue":"5","key":"10.1016\/j.jenvman.2020.110650_bib9","doi-asserted-by":"crossref","first-page":"2385","DOI":"10.1063\/1.447938","article-title":"The decoupled direct method for calculating sensitivity coefficients in chemical kinetics","volume":"81","author":"Dunker","year":"1984","journal-title":"J. Chem. Phys."},{"issue":"13","key":"10.1016\/j.jenvman.2020.110650_bib10","doi-asserted-by":"crossref","first-page":"2953","DOI":"10.1021\/es011418f","article-title":"Comparison of source apportionment and source sensitivity of ozone in a three-dimensional air quality model","volume":"36","author":"Dunker","year":"2002","journal-title":"Environ. Sci. Technol."},{"issue":"5","key":"10.1016\/j.jenvman.2020.110650_bib11","doi-asserted-by":"crossref","first-page":"582","DOI":"10.1080\/10962247.2016.1265027","article-title":"Recommendations on statistics and benchmarks to assess photochemical model performance","volume":"67","author":"Emery","year":"2017","journal-title":"J. Air Waste Manag. Assoc."},{"issue":"D15","key":"10.1016\/j.jenvman.2020.110650_bib12","doi-asserted-by":"crossref","DOI":"10.1029\/2003JD004502","article-title":"Nonlinearity in atmospheric response: a direct sensitivity analysis approach","volume":"109","author":"Hakami","year":"2004","journal-title":"J. Geophys. Res. Atmos."},{"issue":"16","key":"10.1016\/j.jenvman.2020.110650_bib13","doi-asserted-by":"crossref","first-page":"12207","DOI":"10.5194\/acp-18-12207-2018","article-title":"Modeling study of impacts on surface ozone of regional transport and emissions reductions over North China Plain in summer 2015","volume":"18","author":"Han","year":"2018","journal-title":"Atmos. Chem. Phys."},{"issue":"1","key":"10.1016\/j.jenvman.2020.110650_bib14","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1002\/2014JD022117","article-title":"Comprehensive study of emission source contributions for tropospheric ozone formation over East Asia","volume":"120","author":"Itahashi","year":"2015","journal-title":"J. Geophys. Res. Atmos."},{"key":"10.1016\/j.jenvman.2020.110650_bib15","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.atmosenv.2013.01.026","article-title":"Seasonal source contributions of tropospheric ozone over East Asia based on CMAQ-HDDM","volume":"70","author":"Itahashi","year":"2013","journal-title":"Atmos. Environ."},{"issue":"D5","key":"10.1016\/j.jenvman.2020.110650_bib16","doi-asserted-by":"crossref","first-page":"9315","DOI":"10.1029\/94JD03125","article-title":"Seasonal transition from NOx- to hydrocarbon-limited conditions for ozone production over the eastern United States in September","volume":"100","author":"Jacob","year":"1995","journal-title":"J. Geophys. Res."},{"issue":"22","key":"10.1016\/j.jenvman.2020.110650_bib17","article-title":"An ozone episode in the Pearl River Delta: field observation and model simulation","volume":"115","author":"Jiang","year":"2010","journal-title":"J. Geophys. Res. Atmos."},{"issue":"19","key":"10.1016\/j.jenvman.2020.110650_bib18","doi-asserted-by":"crossref","first-page":"10231","DOI":"10.1002\/2017JD026720","article-title":"Evaluating a space-based indicator of surface ozone-NOx-VOC sensitivity over midlatitude source regions and application to decadal trends","volume":"122","author":"Jin","year":"2017","journal-title":"J. Geophys. Res. Atmos."},{"issue":"1","key":"10.1016\/j.jenvman.2020.110650_bib19","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/S1001-0742(13)60377-0","article-title":"Fast increasing of surface ozone concentrations in Pearl River Delta characterized by a regional air quality monitoring network during 2006-2011","volume":"26","author":"Li","year":"2014","journal-title":"J. Environ. Sci. (China)"},{"issue":"2","key":"10.1016\/j.jenvman.2020.110650_bib20","doi-asserted-by":"crossref","first-page":"422","DOI":"10.1073\/pnas.1812168116","article-title":"Anthropogenic drivers of 2013-2017 trends in summer surface ozone in China","volume":"116","author":"Li","year":"2019","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"10.1016\/j.jenvman.2020.110650_bib21","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1016\/j.atmosenv.2016.08.076","article-title":"Source apportionment of surface ozone in the Yangtze River Delta, China in the summer of 2013","volume":"144","author":"Li","year":"2016","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib22","article-title":"Ozone source apportionment (OSAT) to differentiate local regional and super-regional source contributions in the Pearl River Delta region, China","volume":"117","author":"Li","year":"2012","journal-title":"J. Geophys. Res. Atmos."},{"issue":"4","key":"10.1016\/j.jenvman.2020.110650_bib23","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/j.jenvman.2004.09.012","article-title":"Sensitivity analysis of ground-level ozone concentration to emission changes in two urban regions of southeast Texas","volume":"75","author":"Lin","year":"2005","journal-title":"J. Environ. Manag."},{"issue":"30","key":"10.1016\/j.jenvman.2020.110650_bib24","doi-asserted-by":"crossref","first-page":"3719","DOI":"10.1016\/j.atmosenv.2010.03.036","article-title":"Understanding of regional air pollution over China using CMAQ, part II. Process analysis and sensitivity of ozone and particulate matter to precursor emissions","volume":"44","author":"Liu","year":"2010","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib25","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.jes.2015.05.019","article-title":"A case study of development and application of a streamlined control and response modeling system for PM2.5 attainment assessment in China","volume":"41","author":"Long","year":"2016","journal-title":"J. Environ. Sci."},{"issue":"8","key":"10.1016\/j.jenvman.2020.110650_bib26","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1021\/acs.estlett.8b00366","article-title":"Severe surface ozone pollution in China: a global perspective","volume":"5","author":"Lu","year":"2018","journal-title":"Environ. Sci. Technol. Lett."},{"issue":"8","key":"10.1016\/j.jenvman.2020.110650_bib27","doi-asserted-by":"crossref","first-page":"4668","DOI":"10.1021\/acs.est.7b05509","article-title":"Sensitivity of ambient atmospheric formaldehyde and ozone to precursor species and source types across the United States","volume":"52","author":"Luecken","year":"2018","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.jenvman.2020.110650_bib28","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1016\/j.atmosenv.2018.08.005","article-title":"The importance of transport to ozone pollution in the US Mid-Atlantic","volume":"191","author":"Moghani","year":"2018","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib29","doi-asserted-by":"crossref","DOI":"10.1016\/j.atmosenv.2019.117054","article-title":"Numerical assessment of PM2.5 and O-3 air quality in continental Southeast Asia: baseline simulation and aerosol direct effects investigation","volume":"219","author":"Nguyen","year":"2019","journal-title":"Atmos. Environ."},{"issue":"10","key":"10.1016\/j.jenvman.2020.110650_bib30","doi-asserted-by":"crossref","first-page":"3155","DOI":"10.1016\/j.jenvman.2009.05.028","article-title":"Quantifying the sources of ozone, fine particulate matter, and regional haze in the Southeastern United States","volume":"90","author":"Odman","year":"2009","journal-title":"J. Environ. Manag."},{"issue":"11","key":"10.1016\/j.jenvman.2020.110650_bib31","doi-asserted-by":"crossref","first-page":"5720","DOI":"10.1021\/acs.est.6b00345","article-title":"Ambient ozone control in a photochemically active region: short-term despiking or long-term attainment?","volume":"50","author":"Ou","year":"2016","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.jenvman.2020.110650_bib32","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.scitotenv.2015.05.062","article-title":"Speciated OVOC and VOC emission inventories and their implications for reactivity-based ozone control strategy in the Pearl River Delta region, China","volume":"530","author":"Ou","year":"2015","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib33","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.atmosenv.2019.01.025","article-title":"Improving ozone simulations in the Great Lakes Region: the role of emissions, chemistry, and dry deposition","volume":"202","author":"Qin","year":"2019","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib34","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.atmosenv.2016.01.036","article-title":"Sensitivity analysis of ground level ozone in India using WRF-CMAQ models","volume":"131","author":"Sharma","year":"2016","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib35","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1016\/j.atmosenv.2017.03.047","article-title":"Photo-chemical transport modelling of tropospheric ozone: a review","volume":"159","author":"Sharma","year":"2017","journal-title":"Atmos. Environ."},{"issue":"9","key":"10.1016\/j.jenvman.2020.110650_bib36","doi-asserted-by":"crossref","first-page":"6551","DOI":"10.5194\/acp-19-6551-2019","article-title":"An evaluation of the ability of the Ozone Monitoring Instrument (OMI) to observe boundary layer ozone pollution across China: application to 2005-2017 ozone trends","volume":"19","author":"Shen","year":"2019","journal-title":"Atmos. Chem. Phys."},{"issue":"6065","key":"10.1016\/j.jenvman.2020.110650_bib37","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1126\/science.1210026","article-title":"Simultaneously mitigating near-term climate change and improving human health and food security","volume":"335","author":"Shindell","year":"2012","journal-title":"Science"},{"key":"10.1016\/j.jenvman.2020.110650_bib38","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.atmosenv.2018.11.028","article-title":"Global changes in the diurnal cycle of surface ozone","volume":"199","author":"Strode","year":"2019","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib39","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1016\/j.scitotenv.2018.04.286","article-title":"Exploring ozone pollution in Chengdu, southwestern China: a case study from radical chemistry to O-3-VOC-NOx sensitivity","volume":"636","author":"Tan","year":"2018","journal-title":"Sci. Total Environ."},{"issue":"10","key":"10.1016\/j.jenvman.2020.110650_bib40","doi-asserted-by":"crossref","first-page":"1134","DOI":"10.1164\/rccm.201508-1633OC","article-title":"Long-Term ozone exposure and mortality in a large prospective study","volume":"193","author":"Turner","year":"2016","journal-title":"Am. J. Respir. Crit. Care Med."},{"key":"10.1016\/j.jenvman.2020.110650_bib41","doi-asserted-by":"crossref","first-page":"1554","DOI":"10.1016\/j.scitotenv.2016.09.013","article-title":"Assessment of regional air quality resulting from emission control in the Pearl River Delta region, southern China","volume":"573","author":"Wang","year":"2016","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib42","doi-asserted-by":"crossref","first-page":"732","DOI":"10.1016\/j.scitotenv.2019.04.388","article-title":"Aggravating O-3 pollution due to NOx emission control in eastern China","volume":"677","author":"Wang","year":"2019","journal-title":"Sci. Total Environ."},{"issue":"21","key":"10.1016\/j.jenvman.2020.110650_bib43","doi-asserted-by":"crossref","first-page":"9293","DOI":"10.1021\/es2022347","article-title":"Impact assessment of ammonia emissions on inorganic aerosols in east China using response surface modeling technique","volume":"45","author":"Wang","year":"2011","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.jenvman.2020.110650_bib44","doi-asserted-by":"crossref","first-page":"1582","DOI":"10.1016\/j.scitotenv.2016.10.081","article-title":"Ozone pollution in China: a review of concentrations, meteorological influences, chemical precursors, and effects","volume":"575","author":"Wang","year":"2017","journal-title":"Sci. Total Environ."},{"issue":"28","key":"10.1016\/j.jenvman.2020.110650_bib45","doi-asserted-by":"crossref","first-page":"4941","DOI":"10.1016\/j.atmosenv.2011.06.006","article-title":"Decoupled direct sensitivity analysis of regional ozone pollution over the Pearl River Delta during the PRIDE-PRD2004 campaign","volume":"45","author":"Wang","year":"2011","journal-title":"Atmos. Environ."},{"issue":"18","key":"10.1016\/j.jenvman.2020.110650_bib46","doi-asserted-by":"crossref","first-page":"10919","DOI":"10.5194\/acp-17-10919-2017","article-title":"Long-term O-3-precursor relationships in Hong Kong: field observation and model simulation","volume":"17","author":"Wang","year":"2017","journal-title":"Atmos. Chem. Phys."},{"issue":"11","key":"10.1016\/j.jenvman.2020.110650_bib47","doi-asserted-by":"crossref","first-page":"7799","DOI":"10.5194\/acp-18-7799-2018","article-title":"Quantification of the enhanced effectiveness of NOx control from simultaneous reductions of VOC and NH3 for reducing air pollution in the Beijing-Tianjin-Hebei region, China","volume":"18","author":"Xing","year":"2018","journal-title":"Atmos. Chem. Phys."},{"issue":"10","key":"10.1016\/j.jenvman.2020.110650_bib48","doi-asserted-by":"crossref","first-page":"5027","DOI":"10.5194\/acp-11-5027-2011","article-title":"Nonlinear response of ozone to precursor emission changes in China: a modeling study using response surface methodology","volume":"11","author":"Xing","year":"2011","journal-title":"Atmos. Chem. Phys."},{"issue":"20","key":"10.1016\/j.jenvman.2020.110650_bib49","doi-asserted-by":"crossref","first-page":"11788","DOI":"10.1021\/acs.est.7b01975","article-title":"Quantifying nonlinear multiregional contributions to ozone and fine particles using an updated response surface modeling technique","volume":"51","author":"Xing","year":"2017","journal-title":"Environ. Sci. Technol."},{"key":"10.1016\/j.jenvman.2020.110650_bib50","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.envpol.2019.06.091","article-title":"Modeling study of ozone source apportionment over the Pearl River Delta in 2015","volume":"253","author":"Yang","year":"2019","journal-title":"Environ. Pollut."},{"key":"10.1016\/j.jenvman.2020.110650_bib51","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1016\/j.jes.2016.05.034","article-title":"Response surface modeling-based source contribution analysis and VOC emission control policy assessment in a typical ozone-polluted urban Shunde, China","volume":"51","author":"You","year":"2017","journal-title":"J. Environ. Sci."},{"issue":"7","key":"10.1016\/j.jenvman.2020.110650_bib52","doi-asserted-by":"crossref","first-page":"3645","DOI":"10.1002\/2015JD024468","article-title":"Potential sources of nitrous acid (HONO) and their impacts on ozone: a WRF-Chem study in a polluted subtropical region","volume":"121","author":"Zhang","year":"2016","journal-title":"J. Geophys. Res. Atmos."},{"issue":"1","key":"10.1016\/j.jenvman.2020.110650_bib53","doi-asserted-by":"crossref","first-page":"115","DOI":"10.5194\/gmd-8-115-2015","article-title":"Assessing the nonlinear response of fine particles to precursor emissions: development and application of an extended response surface modeling technique v1.0","volume":"8","author":"Zhao","year":"2015","journal-title":"Geosci. Model Dev. (GMD)"},{"issue":"19","key":"10.1016\/j.jenvman.2020.110650_bib54","doi-asserted-by":"crossref","first-page":"12031","DOI":"10.5194\/acp-17-12031-2017","article-title":"A modeling study of the nonlinear response of fine particles to air pollutant emissions in the Beijing-Tianjin-Hebei region","volume":"17","author":"Zhao","year":"2017","journal-title":"Atmos. Chem. Phys."},{"issue":"6","key":"10.1016\/j.jenvman.2020.110650_bib55","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1016\/j.atmosenv.2009.11.032","article-title":"Ground-level ozone in the Pearl River Delta region: analysis of data from a recently established regional air quality monitoring network","volume":"44","author":"Zheng","year":"2010","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jenvman.2020.110650_bib56","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.atmosenv.2018.11.019","article-title":"The weekday\/weekend ozone differences induced by the emissions change during summer and autumn in Guangzhou, China","volume":"199","author":"Zou","year":"2019","journal-title":"Atmos. Environ."}],"container-title":["Journal of Environmental Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S030147972030582X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S030147972030582X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T09:24:13Z","timestamp":1759569853000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S030147972030582X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8]]},"references-count":56,"alternative-id":["S030147972030582X"],"URL":"https:\/\/doi.org\/10.1016\/j.jenvman.2020.110650","relation":{},"ISSN":["0301-4797"],"issn-type":[{"value":"0301-4797","type":"print"}],"subject":[],"published":{"date-parts":[[2020,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Real-time source contribution analysis of ambient ozone using an enhanced meta-modeling approach over the Pearl River Delta Region of China","name":"articletitle","label":"Article Title"},{"value":"Journal of Environmental Management","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jenvman.2020.110650","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2020 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"110650"}}