A Bayesian LSTM model to evaluate the effects of air pollution control regulations in Beijing, China
出版年份 2020 全文链接
标题
A Bayesian LSTM model to evaluate the effects of air pollution control regulations in Beijing, China
作者
关键词
Air pollution control regulations, Effects of regulatory interventions, Bayesian LSTM, Propensity score, Counterfactual analysis, Causal inference
出版物
ENVIRONMENTAL SCIENCE & POLICY
Volume 115, Issue -, Pages 26-34
出版商
Elsevier BV
发表日期
2020-10-24
DOI
10.1016/j.envsci.2020.10.004
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Drivers of improved PM2.5 air quality in China from 2013 to 2017
- (2019) Qiang Zhang et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation
- (2017) Xiang Li et al. ENVIRONMENTAL POLLUTION
- Predicting healthcare trajectories from medical records: A deep learning approach
- (2017) Trang Pham et al. JOURNAL OF BIOMEDICAL INFORMATICS
- The “APEC blue” endeavor: Causal effects of air pollution regulation on air quality in China
- (2017) Xiao Li et al. JOURNAL OF CLEANER PRODUCTION
- Semantics derived automatically from language corpora contain human-like biases
- (2017) Aylin Caliskan et al. SCIENCE
- Beyond prediction: Using big data for policy problems
- (2017) Susan Athey SCIENCE
- Air pollution and control action in Beijing
- (2016) Hefeng Zhang et al. JOURNAL OF CLEANER PRODUCTION
- Evaluating the effectiveness of air quality regulations: A review of accountability studies and frameworks
- (2016) Lucas R.F. Henneman et al. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Dynamically pre-trained deep recurrent neural networks using environmental monitoring data for predicting PM2.5
- (2015) Bun Theang Ong et al. NEURAL COMPUTING & APPLICATIONS
- The impacts of provincial energy and environmental policies on air pollution control in China
- (2015) Shiming Zheng et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- PM 2.5 in China: Measurements, sources, visibility and health effects, and mitigation
- (2014) David Y.H. Pui et al. Particuology
- A statistical model to evaluate the effectiveness of PM2.5 emissions control during the Beijing 2008 Olympic Games
- (2012) Yang Liu et al. ENVIRONMENT INTERNATIONAL
- Understanding of regional air pollution over China using CMAQ, part I performance evaluation and seasonal variation
- (2010) Xiao-Huan Liu et al. ATMOSPHERIC ENVIRONMENT
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