The ChinaHighPM10 dataset: generation, validation, and spatiotemporal variations from 2015 to 2019 across China
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Title
The ChinaHighPM10 dataset: generation, validation, and spatiotemporal variations from 2015 to 2019 across China
Authors
Keywords
Remote sensing, PM, 10, AOD, 1-km resolution, ChinaHighPM, 10
Journal
ENVIRONMENT INTERNATIONAL
Volume 146, Issue -, Pages 106290
Publisher
Elsevier BV
Online
2020-12-11
DOI
10.1016/j.envint.2020.106290
References
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Note: Only part of the references are listed.- MODIS collection 6.1 3 km resolution aerosol optical depth product: Global evaluation and uncertainty analysis
- (2020) Jing Wei et al. ATMOSPHERIC ENVIRONMENT
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- (2020) Jing Wei et al. REMOTE SENSING OF ENVIRONMENT
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- (2020) Tianning Su et al. REMOTE SENSING OF ENVIRONMENT
- VIIRS Deep Blue Aerosol Products over Land: Extending the EOS Long-Term Aerosol Data Records
- (2019) N.C. Hsu et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013–2015, using a spatiotemporal land-use random-forest model
- (2019) Massimo Stafoggia et al. ENVIRONMENT INTERNATIONAL
- 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
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- (2019) Alaa Mhawish et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Ambient Particulate Air Pollution and Daily Mortality in 652 Cities
- (2019) Cong Liu et al. NEW ENGLAND JOURNAL OF MEDICINE
- 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
- 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
- Estimating hourly PM 1 concentrations from Himawari-8 aerosol optical depth in China
- (2018) Lin Zang et al. ENVIRONMENTAL POLLUTION
- Spatiotemporal patterns of PM 10 concentrations over China during 2005–2016: A satellite-based estimation using the random forests approach
- (2018) Gongbo Chen et al. ENVIRONMENTAL POLLUTION
- Spatial modelling with Euclidean distance fields and machine learning
- (2018) T. Behrens et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Common Retrieval of Aerosol Properties for Imaging Satellite Sensors
- (2018) Mayumi YOSHIDA et al. JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN
- A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
- (2018) Qiaohong Sun et al. REVIEWS OF GEOPHYSICS
- National scale spatiotemporal land-use regression model for PM2.5, PM10 and NO2 concentration in China
- (2018) Zhenyu Zhang et al. ATMOSPHERIC ENVIRONMENT
- MODIS Collection 6.1 aerosol optical depth products over land and ocean: validation and comparison
- (2018) Jing Wei et al. ATMOSPHERIC ENVIRONMENT
- 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
- Declining frequency of summertime local-scale precipitation over eastern China from 1970 to 2010 and its potential link to aerosols
- (2017) Jianping Guo et al. GEOPHYSICAL RESEARCH LETTERS
- Size-resolved particulate matter concentrations derived from 4.4 km-resolution size-fractionated Multi-angle Imaging SpectroRadiometer (MISR) aerosol optical depth over Southern California
- (2017) Meredith Franklin et al. REMOTE SENSING OF ENVIRONMENT
- Aerosol and boundary-layer interactions and impact on air quality
- (2017) Zhanqing Li et al. National Science Review
- Estimating urban ground-level PM 10 using MODIS 3km AOD product and meteorological parameters from WRF model
- (2016) Saba Ghotbi et al. ATMOSPHERIC ENVIRONMENT
- A nonlinear model for estimating ground-level PM10 concentration in Xi'an using MODIS aerosol optical depth retrieval
- (2016) Wei You et al. ATMOSPHERIC RESEARCH
- Estimating ground-level PM 10 in a Chinese city by combining satellite data, meteorological information and a land use regression model
- (2016) Xia Meng et al. ENVIRONMENTAL POLLUTION
- 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
- Estimating urban PM 10 and PM 2.5 concentrations, based on synergistic MERIS/AATSR aerosol observations, land cover and morphology data
- (2016) Anton Beloconi et al. REMOTE SENSING OF ENVIRONMENT
- Semi-Physical Estimates of National-Scale PM10 Concentrations in China Using a Satellite-Based Geographically Weighted Regression Model
- (2016) Tianhao Zhang et al. Atmosphere
- Estimating ground-level PM10 concentration in northwestern China using geographically weighted regression based on satellite AOD combined with CALIPSO and MODIS fire count
- (2015) Wei You et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Air Pollution in China: Mapping of Concentrations and Sources
- (2015) Robert A. Rohde et al. PLoS One
- An empirical method of RH correction for satellite estimation of ground-level PM concentrations
- (2014) Zifeng Wang et al. ATMOSPHERIC ENVIRONMENT
- Chemical characteristics and source apportionment of PM10 during Asian dust storm and non-dust storm days in Beijing
- (2014) Qingyang Liu et al. ATMOSPHERIC ENVIRONMENT
- Estimating Ground-Level PM2.5 in China Using Satellite Remote Sensing
- (2014) Zongwei Ma et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Characteristics of Taklimakan dust emission and distribution: A satellite and reanalysis field perspective
- (2014) J. M. Ge et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- MODIS Collection 6 aerosol products: Comparison between Aqua's e-Deep Blue, Dark Target, and “merged” data sets, and usage recommendations
- (2014) A. M. Sayer et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Estimating spatio-temporal resolved PM10 aerosol mass concentrations using MODIS satellite data and land use regression over Lombardy, Italy
- (2013) Francesco Nordio et al. ATMOSPHERIC ENVIRONMENT
- Estimation of urban PM10 concentration, based on MODIS and MERIS/AATSR synergistic observations
- (2013) N. Benas et al. ATMOSPHERIC ENVIRONMENT
- Particulate Air Pollution, Ambulatory Heart Rate Variability, and Cardiac Arrhythmia in Retirement Community Residents with Coronary Artery Disease
- (2013) Scott M. Bartell et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Haze, air pollution, and health in China
- (2013) Peng Xu et al. LANCET
- Suomi-NPP VIIRS aerosol algorithms and data products
- (2013) John M. Jackson et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Analysis of heavy pollution episodes in selected cities of northern China
- (2011) Dongsheng Ji et al. ATMOSPHERIC ENVIRONMENT
- Letter to the Editor: Stability of Random Forest importance measures
- (2010) M. L. Calle et al. BRIEFINGS IN BIOINFORMATICS
- PM10 remote sensing from geostationary SEVIRI and polar-orbiting MODIS sensors over the complex terrain of the European Alpine region
- (2010) E. Emili et al. REMOTE SENSING OF ENVIRONMENT
- Correlation between PM concentrations and aerosol optical depth in eastern China
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- 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
- Spectral analysis of weekly variation in PM10 mass concentration and meteorological conditions over China
- (2007) Yong-Sang Choi et al. ATMOSPHERIC ENVIRONMENT
- Air pollution in mega cities in China
- (2007) Chak K. Chan et al. ATMOSPHERIC ENVIRONMENT
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