New insights into black carbon light absorption enhancement: A comprehensive analysis of two differential behaviors
被引:3
作者:
Fan, Ruonan
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机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Fan, Ruonan
[1
]
Ma, Yingying
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Hubei Luojia Lab, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Ma, Yingying
[1
,2
]
Cao, Wenxiang
论文数: 0引用数: 0
h-index: 0
机构:
Ecoenvironm Monitoring Ctr Hubei Prov, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Cao, Wenxiang
[3
]
Jin, Shikuan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Jin, Shikuan
[1
]
Liu, Boming
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h-index: 0
机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Liu, Boming
[1
]
Wang, Weiyan
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h-index: 0
机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Wang, Weiyan
[1
]
Li, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Li, Hui
[4
]
Gong, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
Gong, Wei
[4
]
机构:
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China
[2] Hubei Luojia Lab, Wuhan 430079, Peoples R China
[3] Ecoenvironm Monitoring Ctr Hubei Prov, Wuhan 430072, Peoples R China
[4] Wuhan Univ, Sch Elect Informat, Wuhan 430079, Peoples R China
Black carbon;
Aerosol chemical composition;
Light absorption enhancement;
Organic carbon;
Minimum R squared;
MIXING STATE;
OPTICAL-PROPERTIES;
PARTICULATE NITRATE;
RELATIVE-HUMIDITY;
NORTHERN CHINA;
HAZE POLLUTION;
AIR-POLLUTION;
DELTA REGION;
BROWN CARBON;
AEROSOL;
D O I:
10.1016/j.envpol.2024.124175
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
High uncertainty in optical properties of black carbon (BC) involving heterogeneous chemistry has recently attracted increasing attention in the field of atmospheric climatology. To fill the gap in BC optical knowledge so as to estimate more accurate climate effects and serve the response to global warming, it is beneficial to conduct site-level studies on BC light absorption enhancement (E-abs) characteristics. Real-time surface gas and particulate pollutant observations during the summer and winter over Wuhan were utilized for the analysis of E-abs simulated by minimum R squared (MRS), considering two distinct atmospheric conditions (2015 and 2017). In general, differences in aerosol emissions led to E-abs differential behaviors. The summer average of E-abs (1.92 +/- 0.55) in 2015 was higher than the winter average (1.27 +/- 0.42), while the average (1.11 +/- 0.20) in 2017 summer was lower than that (1.67 +/- 0.69) in winter. E-abs and R-BC (representing the mass ratio of non-refractory constituents to elemental carbon) constraints suggest that E-abs increased with the increase in R-BC under the ambient condition enriched by secondary inorganic aerosol (SIA), with a maximum growth rate of 70.6% in 2015 summer. However, E-abs demonstrated a negative trend against R-BC in 2017 winter due to the more complicated mixing state. The result arose from the opposite impact of hygroscopic SIA and absorbing OC/irregular distributed coatings on amplifying the light absorbency of BC. Furthermore, sensitivity analysis revealed a robust positive correlation (R > 0.9) between aerosol chemical compositions (including sulfate, nitrate, ammonium and secondary organic carbon), which could be significantly perturbed by only a small fraction of absorbing materials or restructuring BC through gaps filling. The above findings not only deepen the understanding of BC, but also provide useful information for the scientific decision-making in government to mitigate particulate pollution and obtain more precise BC radiative forcing.
机构:
NOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USANOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
Lack, D. A.
Cappa, C. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USANOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
机构:
CAS, Global Change Res Inst, Brno 60300, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Mbengue, Saliou
Zikova, Nadezda
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Zikova, Nadezda
Schwarz, Jaroslav
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Schwarz, Jaroslav
Vodicka, Petr
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Vodicka, Petr
Smejkalova, Adela Holubova
论文数: 0引用数: 0
h-index: 0
机构:
Kosetice Observ, Czech Hydrometeorol Inst, Kosetice 39422, Czech Republic
Charles Univ Prague, Inst Environm Studies, Fac Sci, Prague 12801, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Smejkalova, Adela Holubova
Holoubek, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Global Change Res Inst, Brno 60300, Czech Republic
Masaryk Univ, RECETOX, Brno 62500, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
机构:
Calif Air Resources Board, Sacramento, CA 95814 USA
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USACalif Air Resources Board, Sacramento, CA 95814 USA
Olson, Michael R.
Lai, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USA
Weizmann Inst Sci, Rehovot, Center District, IsraelCalif Air Resources Board, Sacramento, CA 95814 USA
Lai, Alexandra
Skiles, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USA
Univ Texas Austin, Austin, TX USACalif Air Resources Board, Sacramento, CA 95814 USA
Skiles, Matthew
Schauer, James J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USACalif Air Resources Board, Sacramento, CA 95814 USA
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Cappa, Christopher D.
Zhang, Xiaolu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Univ Calif Davis, IMPROVE, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Zhang, Xiaolu
Russell, Lynn M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Russell, Lynn M.
Collier, Sonya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Environm Toxicol, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Collier, Sonya
Lee, Alex K. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Calif Air Resources Board, Sacramento, CA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Lee, Alex K. Y.
Chen, Chia-Li
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Chen, Chia-Li
Betha, Raghu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Betha, Raghu
Chen, Sijie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Chen, Sijie
Liu, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Liu, Jun
Price, Derek J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USA
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Price, Derek J.
Sanchez, Kevin J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Sanchez, Kevin J.
McMeeking, Gavin R.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore, Singapore
Handix Sci, Boulder, CO USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
McMeeking, Gavin R.
Williams, Leah R.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Williams, Leah R.
Onasch, Timothy B.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Onasch, Timothy B.
Worsnop, Douglas R.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Worsnop, Douglas R.
Abbatt, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Chem, Toronto, ON, CanadaUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Abbatt, Jon
Zhang, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Environm Toxicol, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Cao, Nan
Chen, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Chen, Li
Liu, Yusi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Key Lab Atmospher Chem, China Meteorol Adm, Beijing 100081, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Liu, Yusi
Wang, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Wang, Jing
Yang, Shuangqin
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Yang, Shuangqin
Su, Die
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Su, Die
Mi, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Mi, Ke
Gao, Shuang
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Gao, Shuang
Zhang, Hu
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
机构:
NOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USANOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
Lack, D. A.
Cappa, C. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USANOAA, Earth Syst Res Lab, Div Chem Sci, Boulder, CO 80304 USA
机构:
CAS, Global Change Res Inst, Brno 60300, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Mbengue, Saliou
Zikova, Nadezda
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Zikova, Nadezda
Schwarz, Jaroslav
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Schwarz, Jaroslav
Vodicka, Petr
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Inst Chem Proc Fdn, Prague 18000, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Vodicka, Petr
Smejkalova, Adela Holubova
论文数: 0引用数: 0
h-index: 0
机构:
Kosetice Observ, Czech Hydrometeorol Inst, Kosetice 39422, Czech Republic
Charles Univ Prague, Inst Environm Studies, Fac Sci, Prague 12801, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
Smejkalova, Adela Holubova
Holoubek, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
CAS, Global Change Res Inst, Brno 60300, Czech Republic
Masaryk Univ, RECETOX, Brno 62500, Czech RepublicCAS, Global Change Res Inst, Brno 60300, Czech Republic
机构:
Calif Air Resources Board, Sacramento, CA 95814 USA
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USACalif Air Resources Board, Sacramento, CA 95814 USA
Olson, Michael R.
Lai, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USA
Weizmann Inst Sci, Rehovot, Center District, IsraelCalif Air Resources Board, Sacramento, CA 95814 USA
Lai, Alexandra
Skiles, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USA
Univ Texas Austin, Austin, TX USACalif Air Resources Board, Sacramento, CA 95814 USA
Skiles, Matthew
Schauer, James J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin Madison, Water Sci & Engn Lab, Madison, WI 53706 USACalif Air Resources Board, Sacramento, CA 95814 USA
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Cappa, Christopher D.
Zhang, Xiaolu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Univ Calif Davis, IMPROVE, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Zhang, Xiaolu
Russell, Lynn M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Russell, Lynn M.
Collier, Sonya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Environm Toxicol, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Collier, Sonya
Lee, Alex K. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Calif Air Resources Board, Sacramento, CA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Lee, Alex K. Y.
Chen, Chia-Li
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Chen, Chia-Li
Betha, Raghu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Betha, Raghu
Chen, Sijie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Chen, Sijie
Liu, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Liu, Jun
Price, Derek J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USA
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Price, Derek J.
Sanchez, Kevin J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92103 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Sanchez, Kevin J.
McMeeking, Gavin R.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore, Singapore
Handix Sci, Boulder, CO USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
McMeeking, Gavin R.
Williams, Leah R.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Williams, Leah R.
Onasch, Timothy B.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Onasch, Timothy B.
Worsnop, Douglas R.
论文数: 0引用数: 0
h-index: 0
机构:
Aerodyne Res Inc, Billerica, MA USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Worsnop, Douglas R.
Abbatt, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Chem, Toronto, ON, CanadaUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
Abbatt, Jon
Zhang, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Environm Toxicol, Davis, CA 95616 USAUniv Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Cao, Nan
Chen, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Chen, Li
Liu, Yusi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Key Lab Atmospher Chem, China Meteorol Adm, Beijing 100081, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Liu, Yusi
Wang, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Wang, Jing
Yang, Shuangqin
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Yang, Shuangqin
Su, Die
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Su, Die
Mi, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Mi, Ke
Gao, Shuang
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China
Gao, Shuang
Zhang, Hu
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R ChinaTianjin Normal Univ, Sch Geog & Environm Sci, Tianjin 300387, Peoples R China