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- [21] An Evaluation of the Influence of Meteorological Factors and a Pollutant Emission Inventory on PM2.5 Prediction in the Beijing-Tianjin-Hebei Region Based on a Deep Learning MethodENVIRONMENTS, 2024, 11 (06)Shi, Xiaofei论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China CASIC Intelligence Ind Dev Co Ltd, Beijing 100854, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaLi, Bo论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaGao, Xiaoxiao论文数: 0 引用数: 0 h-index: 0机构: CASIC Intelligence Ind Dev Co Ltd, Beijing 100854, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaYabo, Stephen Dauda论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaWang, Kun论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaQi, Hong论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaDing, Jie论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaFu, Donglei论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China Peking Univ, Coll Urban & Environm Sci, Key Lab Earth Surface & Proc, Beijing 100871, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R ChinaZhang, Wei论文数: 0 引用数: 0 h-index: 0机构: Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150090, Peoples R China Harbin Inst Technol, State Key Lab Urban Water Resource & Environm, Harbin 150090, Peoples R China
- [22] Attribution of PM2.5 exposure in Beijing-Tianjin-Hebei region to emissions: implication to control strategiesSCIENCE BULLETIN, 2017, 62 (13) : 957 - 964Li, Xin论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China North Carolina State Univ, Dept Marine Earth & Atmospher Sci, Box 8208, Raleigh, NC 27695 USA Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaZhang, Qiang论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China Collaborat Innovat Ctr Reg Environm Qual, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaZhang, Yang论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Marine Earth & Atmospher Sci, Box 8208, Raleigh, NC 27695 USA Collaborat Innovat Ctr Reg Environm Qual, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaZhang, Lin论文数: 0 引用数: 0 h-index: 0机构: Peking Univ, Sch Phys, Dept Atmospher & Ocean Sci, Lab Climate & Ocean Atmosphere Sci, Beijing 100871, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaWang, Yuxuan论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China Texas A&M Univ, Dept Marine Sci, Galveston, TX 77553 USA Texas A&M Univ, Dept Atmospher Sci, College Stn, TX USA Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaZhang, Qianqian论文数: 0 引用数: 0 h-index: 0机构: China Meteorol Adm, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaLi, Meng论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaZheng, Yixuan论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaGeng, Guannan论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaWallington, Timothy J.论文数: 0 引用数: 0 h-index: 0机构: Ford Motor Co, Res & Adv Engn, Village Rd, Dearborn, MI 48121 USA Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaHan, Weijian论文数: 0 引用数: 0 h-index: 0机构: Ford Motor Co, Res & Adv Engn, Village Rd, Dearborn, MI 48121 USA Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaShen, Wei论文数: 0 引用数: 0 h-index: 0机构: Ford Motor Co, Asia Pacific Res, Beijing 100022, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R ChinaHe, Kebin论文数: 0 引用数: 0 h-index: 0机构: Collaborat Innovat Ctr Reg Environm Qual, Beijing 100084, Peoples R China Tsinghua Univ, Sch Environm, State Key Joint Lab Environm Simulat & Pollut Con, Beijing 100084, Peoples R China Tsinghua Univ, Dept Earth Syst Sci, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China
- [23] Health benefit evaluation for PM2.5 pollution control in Beijing-Tianjin-Hebei region of ChinaZhongguo Huanjing Kexue/China Environmental Science, 2013, 33 (01): : 166 - 174Huang, De-Sheng论文数: 0 引用数: 0 h-index: 0机构: Institute of Environment and Economy, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China Institute of Environment and Economy, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, ChinaZhang, Shi-Qiu论文数: 0 引用数: 0 h-index: 0机构: Institute of Environment and Economy, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China Institute of Environment and Economy, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
- [24] Spatial and temporal distrubions and source simulation of PM2.5 in Beijing-Tianjin-Hebei region in 2014Zhongguo Huanjing Kexue/China Environmental Science, 2015, 35 (10): : 2908 - 2916Li, Shan-Shan论文数: 0 引用数: 0 h-index: 0机构: Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaCheng, Nian-Liang论文数: 0 引用数: 0 h-index: 0机构: College of Water Sciences, Beijing Normal University, Beijing,100875, China Bejing Municipal Environmental Monitoring Center, Beijing,100048, China Chinese Research Academy of Environmental Sciences, Beijing,100012, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaXu, Jun论文数: 0 引用数: 0 h-index: 0机构: Chinese Research Academy of Environmental Sciences, Beijing,100012, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaNie, Lei论文数: 0 引用数: 0 h-index: 0机构: Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaMeng, Fan论文数: 0 引用数: 0 h-index: 0机构: Chinese Research Academy of Environmental Sciences, Beijing,100012, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaPan, Tao论文数: 0 引用数: 0 h-index: 0机构: Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaTang, Wei论文数: 0 引用数: 0 h-index: 0机构: Chinese Research Academy of Environmental Sciences, Beijing,100012, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, ChinaZhang, Yu-Jie论文数: 0 引用数: 0 h-index: 0机构: Chinese Research Academy of Environmental Sciences, Beijing,100012, China Beijing Municipal Research Institute of Environmental Protection, National Engineering Research Center of Urban Environmental Pollution Control, Beijing,100037, China
- [25] Impact of the coal-to-electricity policy on PM2.5 concentration in Beijing-Tianjin-Hebei regionZhongguo Huanjing Kexue/China Environmental Science, 2022, 42 (03): : 1022 - 1031Zhang, Ru-Ting论文数: 0 引用数: 0 h-index: 0机构: College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, China College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, ChinaChen, Chuan-Min论文数: 0 引用数: 0 h-index: 0机构: College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, China College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, ChinaWu, Hua-Cheng论文数: 0 引用数: 0 h-index: 0机构: Jibei Electric Power Research Institute, State Grid Jibei Electric Power Co., Ltd., North China Electric Power Research Institute Company Limited, Beijing,100045, China College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, ChinaZhou, Wei-Qing论文数: 0 引用数: 0 h-index: 0机构: Jibei Electric Power Research Institute, State Grid Jibei Electric Power Co., Ltd., North China Electric Power Research Institute Company Limited, Beijing,100045, China College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, ChinaLi, Peng论文数: 0 引用数: 0 h-index: 0机构: Jibei Electric Power Research Institute, State Grid Jibei Electric Power Co., Ltd., North China Electric Power Research Institute Company Limited, Beijing,100045, China College of Environmental Science and Engineering, North China Electric Power University, Beijing,102206, China
- [26] PM2.5 transport characteristics of typical cities in Beijing-Tianjin-Hebei Region in autumn and winterZhongguo Huanjing Kexue/China Environmental Science, 2021, 41 (03): : 993 - 1004Zhang, Zhi-Da论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, ChinaWang, Xiao-Qi论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, ChinaZhang, Han-Yu论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, ChinaGuan, Pan-Bo论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, ChinaWang, Chuan-Da论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, ChinaTang, Gui-Qian论文数: 0 引用数: 0 h-index: 0机构: State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry (LAPC), Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing,100029, China Key Laboratory of Beijing on Regional Air Pollution Control, College of Environmental and Energy Engineering, Beijing University of Technology, Beijing,100124, China
- [27] Spatiotemporal Distributions of PM2.5 Concentrations in the Beijing-Tianjin-Hebei Region From 2013 to 2020FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10Yang, Xiaohui论文数: 0 引用数: 0 h-index: 0机构: Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R China Hebei Lab Environm Evolut & Ecol Construct, Shijiazhuang, Peoples R China Hebei Acad Sci, Inst Geog Sci, Hebei Engn Res Ctr Geog Informat Applicat, Shijiazhuang, Peoples R China Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R ChinaXiao, Dengpan论文数: 0 引用数: 0 h-index: 0机构: Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R China Hebei Lab Environm Evolut & Ecol Construct, Shijiazhuang, Peoples R China Hebei Acad Sci, Inst Geog Sci, Hebei Engn Res Ctr Geog Informat Applicat, Shijiazhuang, Peoples R China Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R ChinaBai, Huizi论文数: 0 引用数: 0 h-index: 0机构: Hebei Acad Sci, Inst Geog Sci, Hebei Engn Res Ctr Geog Informat Applicat, Shijiazhuang, Peoples R China Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R ChinaTang, Jianzhao论文数: 0 引用数: 0 h-index: 0机构: Hebei Acad Sci, Inst Geog Sci, Hebei Engn Res Ctr Geog Informat Applicat, Shijiazhuang, Peoples R China Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R ChinaWang, Wei论文数: 0 引用数: 0 h-index: 0机构: Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R China Hebei Lab Environm Evolut & Ecol Construct, Shijiazhuang, Peoples R China Hebei Normal Univ, Coll Geog Sci, Shijiazhuang, Peoples R China
- [28] Pollution characteristic of PM2.5 and secondary inorganic ions in Beijing-Tianjin-Hebei region.Zhongguo Huanjing Kexue/China Environmental Science, 2018, 38 (03): : 801 - 811Jia, Jia论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, ChinaHan, Li-Hui论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, ChinaCheng, Shui-Yuan论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, ChinaZhang, Han-Yu论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, ChinaLv, Zhe论文数: 0 引用数: 0 h-index: 0机构: Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China Key Laboratory of Beijing on Regional Air Pollution Control, Beijing University of Technology, Beijing,100124, China
- [29] Evaluating the health impact of air pollution control strategies and synergies among PM2.5 and O3 pollution in Beijing-Tianjin-Hebei region, ChinaENVIRONMENTAL RESEARCH, 2025, 274Shao, Zhuang论文数: 0 引用数: 0 h-index: 0机构: Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R ChinaZheng, Xi论文数: 0 引用数: 0 h-index: 0机构: Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R ChinaZhao, Jing论文数: 0 引用数: 0 h-index: 0机构: Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R ChinaLiu, Yushan论文数: 0 引用数: 0 h-index: 0机构: Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China Beijing Forestry Univ, Sch Landscape Architecture, Beijing 100083, Peoples R China
- [30] Quantifying public health benefits of environmental strategy of PM2.5 air quality management in Beijing-Tianjin-Hebei region, ChinaJOURNAL OF ENVIRONMENTAL SCIENCES, 2017, 57 : 33 - 40Chen, Li论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaShit, Mengshuang论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaLi, Suhuan论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaGao, Shuang论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaZhang, Hui论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaSun, Yanling论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaMao, Jian论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaBai, Zhipeng论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Chinese Res Inst Environm Sci, Beijing 100012, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaWang, Zhongliang论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R ChinaZhou, Jiang论文数: 0 引用数: 0 h-index: 0机构: Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China Tianjin Normal Univ, Coll Urban & Environm Sci, Tianjin 300387, Peoples R China