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Enhancing urban real-time PM2.5 monitoring in street canyons by machine learning and computer vision technology
期刊论文
Sustainable Cities and Society, 2024, 卷号: 100
Authors:
Fan, Zhiguang
;
Zhao, Yuan
;
Hu, Baicheng
;
Wang, Li
;
Guo, Yuxuan
;
Tang, Zhiyuan
;
Tang, Junwen
;
Ma, Jianmin
;
Gao, Hong
;
Huang, Tao
...
Fan, Zhiguang
;
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;
Hu, Baicheng
;
Wang, Li
;
Guo, Yuxuan
;
Tang, Zhiyuan
;
Tang, Junwen
;
Ma, Jianmin
;
Gao, Hong
;
Huang, Tao
;
Mao, Xiaoxuan
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Submit date:2023/11/28
PM2.5
Urban roads
Street view
Traffic image
Computer vision technology
Extreme gradient boosting
Estimating PM2.5 concentrations in a central region of China using a three-stage model
期刊论文
International Journal of Digital Earth, 2023, 卷号: 16, 期号: 1, 页码: 578-592
Authors:
Jing, Yue
;
Pan, Long
;
Sun, Yanling
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Submit date:2023/04/12
VIIRS AOD
MODIS AOD
PM2 5 concentrations
combined model
金昌市PM2.5的化学组分特征及来源分析
期刊论文
环境化学, 2023, 页码: 1-16
Authors:
喻恒
;
李忠勤
;
周茜
;
张昕
;
蒋慧敏
;
王芳龙
;
罗雨甜
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Submit date:2023/11/23
PM2.5
化学组分
来源分析
金昌市
Research of a novel combined deterministic and probabilistic forecasting system for air pollutant concentration
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 228
Authors:
Xing, Qianyi
;
Wang, JZ(王建州)
;
Jiang, He
;
Wang, Kang
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Submit date:2023/07/18
Air pollution
Data handling
Heuristic algorithms
Multiobjective optimization
Weather forecasting
Combined probabilistic forecast
Data preprocessing
Deep learning
Multi objective
Multi-objective optimizer
Multiple data
Multiple data pre-processing
Optimizers
Probabilistic forecasting
Probabilistic forecasts
Research of a novel combined deterministic and probabilistic forecasting system for air pollutant concentration
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 228
Authors:
Xing, Qianyi
;
Wang, Jianzhou
;
Jiang, He
;
Wang, Kang
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Submit date:2023/07/18
Combined probabilistic forecast
Deep learning
Multiple data pre-processing
Multi -objective optimizer
Short-term effects of air pollution on hospitalization of children with acute upper respiratory infections: A time series analysis in Lanzhou, China
期刊论文
PEDIATRIC PULMONOLOGY, 2023
Authors:
Zhang, Wancheng
;
Ling, Jianglong
;
Zhang, Runping
;
Ruan, Ye
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Submit date:2023/11/28
air pollution
AURI
children
hospitalization
relative risk
The pollution control effect of the atmospheric environmental policy in autumn and winter: Evidence from the daily data of Chinese cities
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 343
Authors:
Zhang, Zhenhua
;
Shang, Yunzhou
;
Zhang, Guoxing
;
Shao, Shuai
;
Fang, Jiayu
;
Li, Peixuan
;
Song, Shunfeng
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Submit date:2023/07/18
Pollution control effect
Atmospheric environmental policy
Quasi-experimental design
Policy-induced blue sky
Retaliatory pollution
China
Understanding the time-activity pattern to improve the measurement of personal exposure: An exploratory and experimental research
期刊论文
ENVIRONMENTAL POLLUTION, 2023, 卷号: 334
Authors:
Li, Zhenglei
;
Ding, Yan
;
Wang, Danlu
;
Kang, Ning
;
Tao, Yan
;
Zhao, Xiuge
;
Zhang, Bin
;
Zhang, Zuming
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Submit date:2023/09/04
Cost effectiveness
Exposure controls
Heavy metals
Risk assessment
Risk perception
Ambients
Exposure level
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Personal exposure monitoring
Personal exposures
PM 2.5
Scenario-based
Scenario-based exposure
Time activity patterns
Long-term PM2.5 pollution over China: Identification of PM2.5 pollution hotspots and source contributions
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 893
Authors:
Ali, Md. Arfan
;
Huang, ZW(黄忠伟)
;
Bilal, Muhammad
;
Assiri, Mazen E.
;
Mhawish, Alaa
;
Nichol, Janet E.
;
de Leeuw, Gerrit
;
Almazroui, Mansour
;
Wang, Yu
;
Alsubhi, Yazeed
...
Ali, Md. Arfan
;
Huang, ZW(黄忠伟)
;
Bilal, Muhammad
;
Assiri, Mazen E.
;
Mhawish, Alaa
;
Nichol, Janet E.
;
de Leeuw, Gerrit
;
Almazroui, Mansour
;
Wang, Yu
;
Alsubhi, Yazeed
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  |  
  
Submit date:2023/09/04
Air pollution control
Quality control
Annual mean
China
Geographically weighted regression
Ground based measurement
Health effects
Hotspots
PM 2.5
PM2.5 pollution
Potential source contribution function
Source contributions
The pollution control effect of the atmospheric environmental policy in autumn and winter: Evidence from the daily data of Chinese cities
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 343
Authors:
Zhang, Zhenhua
;
Shang, Yunzhou
;
Zhang, GX(张国兴)
;
Shao, Shuai
;
Fang, Jiayu
;
Li, Peixuan
;
Song, Shunfeng
Favorite
  |  
  
Submit date:2023/07/18
Air pollution control
Air quality
Environmental regulations
Atmospheric environmental policy
China
Chinese cities
Daily datum
Difference-in-differences models
Environmental policy
Policy-induced blue sky
Pollution control effect
Quasi-experimental design
Retaliatory pollution