Estimating the daily PM2.5 concentration in the Beijing-Tianjin-Hebei region using a random forest model with a 0.01° × 0.01° spatial resolution

被引：0
|
作者：
Zhao, Chen [1 ,2 ]
Wang, Qing [1 ]
Ban, Jie [1 ]
Liu, Zhaorong [2 ]
Zhang, Yayi [1 ]
Ma, Runmei [1 ]
Li, Shenshen [3 ]
Li, Tiantian [1 ]
机构：
[1] National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing,100021, China
[2] College of Environmental Sciences and Engineering, Peking University, Beijing,100871, China
[3] State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing,100101, China
来源：
Environment International | 2020年 / 134卷
关键词：
All Open Access; Gold;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
40
引用
收藏
相关论文
共 50 条
  • [21] Source Apportionment of PM2.5 in Suburban Area of Beijing-Tianjin-Hebei Region in Autumn and Winter
    Wang T.
    Hua Y.
    Xu Q.-C.
    Wang S.-X.
    Huanjing Kexue/Environmental Science, 2019, 40 (03): : 1035 - 1042
  • [22] Attribution of PM2.5 exposure in Beijing-Tianjin-Hebei region to emissions: implication to control strategies
    Li, Xin
    Zhang, Qiang
    Zhang, Yang
    Zhang, Lin
    Wang, Yuxuan
    Zhang, Qianqian
    Li, Meng
    Zheng, Yixuan
    Geng, Guannan
    Wallington, Timothy J.
    Han, Weijian
    Shen, Wei
    He, Kebin
    SCIENCE BULLETIN, 2017, 62 (13) : 957 - 964
  • [23] Health benefit evaluation for PM2.5 pollution control in Beijing-Tianjin-Hebei region of China
    Huang, De-Sheng
    Zhang, Shi-Qiu
    Zhongguo Huanjing Kexue/China Environmental Science, 2013, 33 (01): : 166 - 174
  • [24] PM2.5 transport characteristics of typical cities in Beijing-Tianjin-Hebei Region in autumn and winter
    Zhang, Zhi-Da
    Wang, Xiao-Qi
    Zhang, Han-Yu
    Guan, Pan-Bo
    Wang, Chuan-Da
    Tang, Gui-Qian
    Zhongguo Huanjing Kexue/China Environmental Science, 2021, 41 (03): : 993 - 1004
  • [25] Exploring Natural and Anthropogenic Drivers of PM2.5 Concentrations Based on Random Forest Model: Beijing-Tianjin-Hebei Urban Agglomeration, China
    Guo, Shasha
    Tao, Xiaoli
    Liang, Longwu
    ATMOSPHERE, 2023, 14 (02)
  • [26] Spatiotemporal Distributions of PM2.5 Concentrations in the Beijing-Tianjin-Hebei Region From 2013 to 2020
    Yang, Xiaohui
    Xiao, Dengpan
    Bai, Huizi
    Tang, Jianzhao
    Wang, Wei
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [27] Pollution characteristic of PM2.5 and secondary inorganic ions in Beijing-Tianjin-Hebei region.
    Jia, Jia
    Han, Li-Hui
    Cheng, Shui-Yuan
    Zhang, Han-Yu
    Lv, Zhe
    Zhongguo Huanjing Kexue/China Environmental Science, 2018, 38 (03): : 801 - 811
  • [28] Estimating ground-level PM2.5 concentrations using two-stage model in Beijing-Tianjin-Hebei, China
    Guo, Wei
    Zhang, Bo
    Wei, Qiang
    Guo, Yuanxi
    Yin, Xiaomeng
    Li, Fuxing
    Wang, Liyan
    Wang, Wei
    ATMOSPHERIC POLLUTION RESEARCH, 2021, 12 (09)
  • [29] Spatial-seasonal characteristics and critical impact factors of PM2.5 concentration in the Beijing-Tianjin-Hebei urban agglomeration
    Huang, Tianhang
    Yu, Yunjiang
    Wei, Yigang
    Wang, Huiwen
    Huang, Wenyang
    Chen, Xuchang
    PLOS ONE, 2018, 13 (09):
  • [30] Characteristics of PM2.5 Pollution and the Efficiency of Concentration Control During a Red Alert in the Beijing-Tianjin-Hebei Region, 2016
    Zhang C.
    Lang J.-L.
    Cheng S.-Y.
    Wang X.-Q.
    Huanjing Kexue/Environmental Science, 2019, 40 (08): : 3397 - 3404
12345