Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications
出版年份 2020 全文链接
标题
Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China: spatiotemporal variations and policy implications
作者
关键词
PM, 2.5, MODIS, Space-Time Extra-Trees model, ChinaHighPM, 2.5, 1 km resolution
出版物
REMOTE SENSING OF ENVIRONMENT
Volume 252, Issue -, Pages 112136
出版商
Elsevier BV
发表日期
2020-10-30
DOI
10.1016/j.rse.2020.112136
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Global Estimates and Long-Term Trends of Fine Particulate Matter Concentrations (1998–2018)
- (2020) Melanie S. Hammer et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Refining aerosol optical depth retrievals over land by constructing the relationship of spectral surface reflectances through deep learning: Application to Himawari-8
- (2020) Tianning Su et al. REMOTE SENSING OF ENVIRONMENT
- Extreme gradient boosting model to estimate PM2.5 concentrations with missing-filled satellite data in China
- (2019) Zhao-Yue Chen et al. ATMOSPHERIC ENVIRONMENT
- A spatially structured adaptive two-stage model for retrieving ground-level PM2.5 concentrations from VIIRS AOD in China
- (2019) Fei Yao et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Regionally Robust High-Spatial-Resolution Aerosol Retrieval Algorithm for MODIS Images Over Eastern China
- (2019) Jing Wei et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Performance of MODIS high-resolution MAIAC aerosol algorithm in China: Characterization and limitation
- (2019) Minghui Tao et al. ATMOSPHERIC ENVIRONMENT
- Ambient Particulate Air Pollution and Daily Mortality in 652 Cities
- (2019) Cong Liu et al. NEW ENGLAND JOURNAL OF MEDICINE
- Impacts of climate change on future air quality and human health in China
- (2019) Chaopeng Hong et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Estimating 1-km-resolution PM2.5 concentrations across China using the space-time random forest approach
- (2019) Jing Wei et al. REMOTE SENSING OF ENVIRONMENT
- Ground-level PM2.5 estimation over urban agglomerations in China with high spatiotemporal resolution based on Himawari-8
- (2019) Taixin Zhang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Dynamic assessment of PM2.5 exposure and health risk using remote sensing and geo-spatial big data
- (2019) Yimeng Song et al. ENVIRONMENTAL POLLUTION
- Satellite-Derived 1-km-Resolution PM1 Concentrations from 2014 to 2018 across China
- (2019) Jing Wei et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- 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
- A new method to retrieve the diurnal variability of planetary boundary layer height from lidar under different thermodynamic stability conditions
- (2019) Tianning Su et al. REMOTE SENSING OF ENVIRONMENT
- Verification, improvement and application of aerosol optical depths in China Part 1: Inter-comparison of NPP-VIIRS and Aqua-MODIS
- (2018) Jing Wei et al. ATMOSPHERIC ENVIRONMENT
- High-resolution satellite remote sensing of provincial PM 2.5 trends in China from 2001 to 2015
- (2018) C.Q. Lin et al. ATMOSPHERIC ENVIRONMENT
- A machine learning method to estimate PM 2.5 concentrations across China with remote sensing, meteorological and land use information
- (2018) Gongbo Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- MODIS Collection 6.1 aerosol optical depth products over land and ocean: validation and comparison
- (2018) Jing Wei et al. ATMOSPHERIC ENVIRONMENT
- An Improved High-Spatial-Resolution Aerosol Retrieval Algorithm for MODIS Images Over Land
- (2018) Jing Wei et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Evaluating VIIRS EPS Aerosol Optical Depth in China: An intercomparison against ground-based measurements and MODIS
- (2018) Chong Li et al. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER
- Spatiotemporal continuous estimates of PM2.5 concentrations in China, 2000–2016: A machine learning method with inputs from satellites, chemical transport model, and ground observations
- (2018) Tao Xue et al. ENVIRONMENT INTERNATIONAL
- Validation of Himawari-8 aerosol optical depth retrievals over China
- (2018) Zhaoyang Zhang et al. ATMOSPHERIC ENVIRONMENT
- Estimating Ground-Level PM2.5 by Fusing Satellite and Station Observations: A Geo-Intelligent Deep Learning Approach
- (2017) Tongwen Li et al. GEOPHYSICAL RESEARCH LETTERS
- Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015
- (2017) Aaron J Cohen et al. LANCET
- Aerosol and boundary-layer interactions and impact on air quality
- (2017) Zhanqing Li et al. National Science Review
- Improving satellite-based PM2.5 estimates in China using Gaussian processes modeling in a Bayesian hierarchical setting
- (2017) Wenxi Yu et al. Scientific Reports
- Impact of Land-Use and Land-Cover Change on urban air quality in representative cities of China
- (2016) L. Sun et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Evaluation of Surface Fluxes in ERA-Interim Using Flux Tower Data
- (2016) Chunlüe Zhou et al. JOURNAL OF CLIMATE
- The Campaign on Atmospheric Aerosol Research Network of China: CARE-China
- (2015) Jinyuan Xin et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Satellite-Based Spatiotemporal Trends in PM2.5 Concentrations: China, 2004–2013
- (2015) Zongwei Ma et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Remote sensing of atmospheric fine particulate matter (PM2.5) mass concentration near the ground from satellite observation
- (2015) Ying Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Estimating Ground-Level PM2.5 in China Using Satellite Remote Sensing
- (2014) Zongwei Ma et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Assessment of CALIPSO attenuated backscatter and aerosol retrievals with a combined ground-based multi-wavelength lidar and sunphotometer measurement
- (2013) Yonghua Wu et al. ATMOSPHERIC ENVIRONMENT
- Effects of long-term exposure to air pollution on natural-cause mortality: an analysis of 22 European cohorts within the multicentre ESCAPE project
- (2013) Rob Beelen et al. LANCET
- Study of MPLNET-Derived Aerosol Climatology over Kanpur, India, and Validation ofCALIPSOLevel 2 Version 3 Backscatter and Extinction Products
- (2012) Amit Misra et al. JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY
- Exposure Assessment for Estimation of the Global Burden of Disease Attributable to Outdoor Air Pollution
- (2011) Michael Brauer et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- The ERA-Interim reanalysis: configuration and performance of the data assimilation system
- (2011) D. P. Dee et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Correlation between PM concentrations and aerosol optical depth in eastern China
- (2009) Jian-Ping Guo et al. ATMOSPHERIC ENVIRONMENT
- A random forest approach to the detection of epistatic interactions in case-control studies
- (2009) Rui Jiang et al. BMC BIOINFORMATICS
- Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation
- (2009) J.D. Rodriguez et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
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