Source apportionment of PM2.5 in Beijing using positive matrix factorization
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作者:
Jin, Xiangchun
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China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Jin, Xiangchun
[1
]
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Xiao, Caijin
[1
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Li, Jue
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机构:
Beijing Inst Occupat Med Chem Ind, Beijing 100093, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Li, Jue
[2
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Huang, Donghui
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机构:
Minist Environm Protect, Nucl & Radiat Safety Ctr, Beijing 100082, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Huang, Donghui
[3
]
Yuan, Guojun
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Yuan, Guojun
[1
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Yao, Yonggang
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China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Yao, Yonggang
[1
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Wang, Xinghua
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Chengdu Univ Technol, Dept Nucl Engn, Chengdu 610059, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Wang, Xinghua
[1
,4
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Hua, Long
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Hua, Long
[1
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Zhang, Guiying
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Beijing Inst Occupat Med Chem Ind, Beijing 100093, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Zhang, Guiying
[1
,2
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Cao, Lei
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机构:
Beijing Inst Occupat Med Chem Ind, Beijing 100093, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Cao, Lei
[2
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Wang, Pingsheng
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China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Wang, Pingsheng
[1
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Ni, Bangfa
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China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
Ni, Bangfa
[1
]
机构:
[1] China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R China
[2] Beijing Inst Occupat Med Chem Ind, Beijing 100093, Peoples R China
[3] Minist Environm Protect, Nucl & Radiat Safety Ctr, Beijing 100082, Peoples R China
[4] Chengdu Univ Technol, Dept Nucl Engn, Chengdu 610059, Peoples R China
In order to do source apportionment of PM2.5 and source trajectories, particle induced X-ray emission and energy disperse-X ray fluorescence were used to analyze chemical composition of samples. Five major sources have been identified by using positive matrix factorization. Source trajectories have been determined by conditional probability function and the potential source contribution function. Extreme events, such as sandstorms, have been identified and traced.
机构:
Seoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
Kim, Sunhye
Kim, Tae-Young
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
Kim, Tae-Young
Yi, Seung-Muk
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Seoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
Seoul Natl Univ, Grad Sch Publ Hlth, Inst Hlth & Environm, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
Yi, Seung-Muk
Heo, Jongbae
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Seoul Natl Univ, Grad Sch Publ Hlth, Inst Hlth & Environm, Seoul, South Korea
Seoul Natl Univ, Grad Sch Publ Hlth, Ctr Hlth Environm Educ & Res, Seoul, South KoreaSeoul Natl Univ, Grad Sch Publ Hlth, Dept Environm Hlth, Seoul, South Korea
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Qi, Yuxuan
Qu, Wen
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机构:
North China Sea Marine Forecasting Ctr State Ocean, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Qu, Wen
Qu, Wenjun
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Qu, Wenjun
Shi, Jinhui
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Ocean Univ China, Coll Environm Sci & Engn, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Shi, Jinhui
Zhang, Daizhou
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机构:
Prefectural Univ Kumamoto, Fac Environm & Symbiot Sci, Kumamoto 8628502, JapanOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Zhang, Daizhou
Liu, Yingchen
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Liu, Yingchen
Zhang, Yanjing
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h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Zhang, Yanjing
Zhang, Weihang
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Zhang, Weihang
Ren, Danyang
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ren, Danyang
Ma, Yuanyuan
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ma, Yuanyuan
Wang, Xinfeng
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机构:
Shandong Univ, Environm Res Inst, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Wang, Xinfeng
Yi, Li
论文数: 0引用数: 0
h-index: 0
机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Yi, Li
Sheng, Lifang
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Sheng, Lifang
Zhou, Yang
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机构:
Ocean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China
Ocean Univ China, Coll Ocean & Atmospher Sci, Qingdao, Shandong, Peoples R ChinaOcean Univ China, Frontier Sci Ctr Deep Ocean Multispheres & Earth S, Phys Oceanog Lab, Qingdao, Shandong, Peoples R China