PM2.5 Concentration Influencing Factors in China Based on the Random Forest Model

被引：0
|
作者：
Xia, Xiao-Sheng [1 ,2 ]
Chen, Jing-Jing [1 ,2 ]
Wang, Jia-Jia [1 ,2 ]
Cheng, Xian-Fu [1 ,2 ]
机构：
[1] College of Geography and Tourism, Anhui Normal University, Wuhu,241002, China
[2] Provincial Key Laboratory of Natural Disaster Process and Prevention, Anhui Province, Wuhu,241002, China
来源：
Huanjing Kexue/Environmental Science | 2020年 / 41卷 / 05期
关键词：
Decision trees;
D O I：
10.13227/j.hjkx.201910126
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2057 / 2065
相关论文
共 50 条
  • [21] Research on Factors Influencing Indoor PM2.5 Concentration in Curling Venues Based on CFD Simulation
    Du, Xiaohui
    Li, Jiaxin
    Tang, Ziying
    Hu, Shijing
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (08):
  • [22] Retrieving the Vertical Distribution of PM2.5 Mass Concentration From Lidar Via a Random Forest Model
    Zhu, Yang
    Ma, Yingying
    Liu, Boming
    Xu, Xin
    Jin, Shikuan
    Gong, Wei
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [23] Infiltration of outdoor PM2.5 and influencing factors
    Zahed, Fatemeh
    Pardakhti, Alireza
    Motlagh, Majid Shafiepour
    Kari, Behrouz Mohammad
    Tavakoli, Azadeh
    [J]. AIR QUALITY ATMOSPHERE AND HEALTH, 2022, 15 (12): : 2215 - 2230
  • [24] Infiltration of outdoor PM2.5 and influencing factors
    Fatemeh Zahed
    Alireza Pardakhti
    Majid Shafiepour Motlagh
    Behrouz Mohammad Kari
    Azadeh Tavakoli
    [J]. Air Quality, Atmosphere & Health, 2022, 15 : 2215 - 2230
  • [25] Spatial heterogeneity of influencing factors of PM2.5 in Chinese cities based on MGWR model
    Zhou, Zhi-Ling
    Cheng, Xian-Fu
    [J]. Zhongguo Huanjing Kexue/China Environmental Science, 2021, 41 (06): : 2552 - 2561
  • [26] A stochastic exposure model integrating random forest and agent-based approaches: Evaluation for PM2.5 in Jiangsu, China
    Zhou, Qi
    Wang, Xin
    Shu, Ye
    Sun, Li
    Jin, Zhou
    Ma, Zongwei
    Liu, Miaomiao
    Bi, Jun
    Kinney, Patrick L.
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2022, 431
  • [27] Joint features random forest (JFRF) model for mapping hourly surface PM2.5 over China
    Dong, Lechao
    Li, Siwei
    Xing, Jia
    Lin, Hao
    Wang, Shansi
    Zeng, Xiaoyue
    Qin, Yaming
    [J]. ATMOSPHERIC ENVIRONMENT, 2022, 273
  • [28] Variation of PM2.5 concentration in Hangzhou,China
    Shengmao Hong
    Li Jiao
    Wanli Ma
    [J]. Particuology, 2013, 11 (01) : 55 - 62
  • [29] Variation of PM2.5 concentration in Hangzhou, China
    Hong, Shengmao
    Jiao, Li
    Ma, Wanli
    [J]. PARTICUOLOGY, 2013, 11 (01) : 55 - 62
  • [30] Exploring the spatial effects and influencing factors of PM2.5 concentration in the Yangtze River Delta Urban Agglomerations of China
    He, Yong
    Lin, Kunrong
    Liao, Nuo
    Chen, Zhihao
    Rao, Jiwen
    [J]. ATMOSPHERIC ENVIRONMENT, 2022, 268
12345