Concentration Trajectory Route of Air pollution with an Integrated Lagrangian model (C-TRAIL Model v1.0) derived from the Community Multiscale Air Quality Model (CMAQ Model v5.2)
This paper introduces a novel Lagrangian model (Concentration Trajectory Route of Air pollution with an Integrated Lagrangian model, C-TRAIL version 1.0) output from a Eulerian air quality model for validating the source- receptor direct link by following polluted air masses. To investigate the concentrations and trajectories of air masses simultaneously, we implement the trajectory-grid (TG) Lagrangian advection scheme in the CMAQ (Community Multiscale Air Quality) Eulerian model version 5.2. The TG algorithm follows the concentrations of representative air "packets" of species along trajectories determined by the wind field. The diagnostic output from C-TRAIL accurately identifies the origins of pollutants. For validation, we analyze the results of C-TRAIL during the KORUS-AQ campaign over South Korea. Initially, we implement C-TRAIL in a simulation of CO concentrations with an emphasis on the long- and short-range transport effects. The output from C-TRAIL reveals that local trajectories were responsible for CO concentrations over Seoul during the stagnant period (17-22 May 2016) and during the extreme pollution period (25-28 May 2016), highly polluted air masses from China were distinguished as sources of CO transported to the Seoul Metropolitan Area (SMA). We conclude that during the study period, long-range transport played a crucial role in high CO concentrations over the receptor area. Furthermore, for May 2016, we find that the potential sources of CO over the SMA were the result of either local transport or long-range transport from the Shandong Peninsula and, in some cases, from regions north of the SMA. By identifying the trajectories of CO concentrations, one can use the results from C-TRAIL to directly link strong potential sources of pollutants to a receptor in specific regions during various time frames.
机构:
Rice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
Univ N Carolina, Dept Environm Sci & Engn, Chapel Hill, NC 27516 USARice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
Rasool, Quazi Z.
Bash, Jesse O.
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US EPA, Computat Exposure Div, Natl Exposure Res Lab, Off Res & Dev, Res Triangle Pk, NC USARice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
机构:
Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Zhang, Lei
Gong, Sunling
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Gong, Sunling
Zhao, Tianliang
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Nanjing Univ Informat Sci & Technol, Climate & Weather Disasters Collaborat Innovat Ct, Nanjing 210044, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Zhao, Tianliang
Zhou, Chunhong
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Zhou, Chunhong
Wang, Yuesi
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Atmospher Boundary Layer Phys & Atm, Beijing 100029, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Wang, Yuesi
Li, Jiawei
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Chinese Acad Sci, Inst Atmospher Phys, CAS Key Lab Reg Climate Environm Temperate East A, Beijing 100029, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Li, Jiawei
Ji, Dongsheng
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Atmospher Boundary Layer Phys & Atm, Beijing 100029, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Ji, Dongsheng
He, Jianjun
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
He, Jianjun
Liu, Hongli
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Liu, Hongli
Gui, Ke
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Gui, Ke
Guo, Xiaomei
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Heavy Rain & Drought Flood Disasters Plateau & Ba, Chengdu 610072, Peoples R China
Weather Modificat Off Sichuan Prov, Chengdu 610072, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Guo, Xiaomei
Gao, Jinhui
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Southern Univ Sci & Technol, Dept Ocean Sci & Engn, Shenzhen 518055, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Gao, Jinhui
Shan, Yunpeng
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Brookhaven Natl Lab, Environm & Climate Sci Dept, Upton, NY 11973 USAChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Shan, Yunpeng
Wang, Hong
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Wang, Hong
Wang, Yaqiang
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Wang, Yaqiang
Che, Huizheng
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Che, Huizheng
Zhang, Xiaoye
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Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
Chinese Acad Meteorol Sci, Key Lab Atmospher Chem CMA, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R China
机构:
Univ Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, BrazilUniv Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
da Costa, Thiago F.
Carvalho, Josie B. B.
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Univ Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, BrazilUniv Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
Carvalho, Josie B. B.
Pedruzzi, Rizzieri
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Univ Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, BrazilUniv Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
Pedruzzi, Rizzieri
Albuquerque, Taciana T. A.
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Univ Fed Minas Gerais, Depat Engn Ambiental Sanitaria, BR-31270901 Belo Horizonte, MG, BrazilUniv Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
Albuquerque, Taciana T. A.
Martins, Eduardo M.
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Univ Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
Univ Fed Espirito Santo, Programa Posgrad Engn Ambiental, BR-29075710 Vitoria, ES, BrazilUniv Estado Rio De Janeiro, Depat Engn Ambiental Sanitaria, BR-20950000 Rio De Janeiro, RJ, Brazil
机构:
US EPA, Computat Exposure Div, Natl Exposure Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USARice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
Cooter, Ellen J.
Bash, Jesse O.
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US EPA, Computat Exposure Div, Natl Exposure Res Lab, Off Res & Dev, Res Triangle Pk, NC 27711 USARice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
Bash, Jesse O.
Lamsal, Lok N.
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Univ Space Res Assoc, Goddard Earth Sci Technol & Res, Columbia, MD 21046 USA
NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USARice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Appel, K. Wyat
Bash, Jesse O.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Bash, Jesse O.
Fahey, Kathleen M.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Fahey, Kathleen M.
Foley, Kristen M.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Foley, Kristen M.
Gilliam, Robert C.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Gilliam, Robert C.
Hogrefe, Christian
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Hogrefe, Christian
Hutzell, William T.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Hutzell, William T.
Kang, Daiwen
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Kang, Daiwen
Mathur, Rohit
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Mathur, Rohit
Murphy, Benjamin N.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Murphy, Benjamin N.
Napelenok, Sergey L.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Napelenok, Sergey L.
Nolte, Christopher G.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Nolte, Christopher G.
Pleim, Jonathan E.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Pleim, Jonathan E.
Pouliot, George A.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Pouliot, George A.
Pye, Havala O. T.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Pye, Havala O. T.
Ran, Limei
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
US DOE, Nat Resources Conservat Serv, Greensboro, NC USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Ran, Limei
Roselle, Shawn J.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Roselle, Shawn J.
Sarwar, Golam
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Sarwar, Golam
Schwede, Donna B.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Schwede, Donna B.
Sidi, Fahim, I
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Sidi, Fahim, I
Spero, Tanya L.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA
Spero, Tanya L.
Wong, David C.
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US EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USAUS EPA, Ctr Environm Measurement & Modeling, Off Res & Dev, Res Triangle Pk, NC 27711 USA