Improving satellite-based estimation of surface ozone across China during 2008–2019 using iterative random forest model and high-resolution grid meteorological data
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Improving satellite-based estimation of surface ozone across China during 2008–2019 using iterative random forest model and high-resolution grid meteorological data
Authors
Keywords
Surface ozone, Satellite-based prediction, Iterative random forest, China
Journal
Sustainable Cities and Society
Volume 69, Issue -, Pages 102807
Publisher
Elsevier BV
Online
2021-02-26
DOI
10.1016/j.scs.2021.102807
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Estimating Ground-Level Ozone Concentrations in Eastern China Using Satellite-Based Precursors
- (2020) X. Y. Zhang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Estimation of all-sky all-wave daily net radiation at high latitudes from MODIS data
- (2020) Jiang Chen et al. REMOTE SENSING OF ENVIRONMENT
- Socioeconomic drivers of urban heat island effect: Empirical evidence from major Chinese cities
- (2020) Ying Li et al. Sustainable Cities and Society
- Spatiotemporal distributions of surface ozone levels in China from 2005 to 2017: A machine learning approach
- (2020) Riyang Liu et al. ENVIRONMENT INTERNATIONAL
- An Ensemble Learning Approach for Estimating High Spatiotemporal Resolution of Ground-Level Ozone in the Contiguous United States
- (2020) Weeberb J. Requia et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Mapping PM2.5 concentration at high resolution using a cascade random forest based downscaling model: Evaluation and application
- (2020) Qianqian Yang et al. JOURNAL OF CLEANER PRODUCTION
- Assessing Exposure to Outdoor Air Pollution for Epidemiological Studies: Model-based and Personal Sampling Strategies
- (2019) Cole Brokamp et al. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
- Ground-truth of a 1-km downscaled NLDAS air temperature product using the New York City Community Air Survey
- (2019) Heather Eliezer et al. Journal of Applied Remote Sensing
- Prediction and spatio – Temporal analysis of ozone concentration in a metropolitan area
- (2019) Keyvan Ezimand et al. ECOLOGICAL INDICATORS
- Comparison of health and economic impacts of PM2.5 and ozone pollution in China
- (2019) Yang Xie et al. ENVIRONMENT INTERNATIONAL
- Satellite-Derived 1-km-Resolution PM1 Concentrations from 2014 to 2018 across China
- (2019) Jing Wei et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Satellite-based estimation of full-coverage ozone (O3) concentration and health effect assessment across Hainan Island
- (2019) Rui Li et al. JOURNAL OF CLEANER PRODUCTION
- Estimation of shortwave solar radiation using the artificial neural network from Himawari-8 satellite imagery over China
- (2019) Zhong Peng et al. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER
- Applicability evaluation of Landsat-8 for estimating low concentration colored dissolved organic matter in inland water
- (2019) Jiang Chen et al. Geocarto International
- Regional prediction of ground-level ozone using a hybrid sequence-to-sequence deep learning approach
- (2019) Hong-Wei Wang et al. JOURNAL OF CLEANER PRODUCTION
- Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment
- (2018) Yu Zhan 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
- Temporal and spatial variation relationship and influence factors on surface urban heat island and ozone pollution in the Yangtze River Delta, China
- (2018) Yuanyuan Wang et al. SCIENCE OF THE TOTAL 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
- Spatial and Temporal Dynamics in Air Pollution Exposure Assessment
- (2018) et al. International Journal of Environmental Research and Public Health
- Severe Surface Ozone Pollution in China: A Global Perspective
- (2018) Xiao Lu et al. Environmental Science & Technology Letters
- Spatial Distribution of Ozone Formation in China Derived from Emissions of Speciated Volatile Organic Compounds
- (2017) Rongrong Wu et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- The effects of ozone on human health
- (2017) Daniela Nuvolone et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Evaluation of the Ozone Fields in NASA’s MERRA-2 Reanalysis
- (2017) Krzysztof Wargan et al. JOURNAL OF CLIMATE
- 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
- Prediction of soil organic carbon in an intensively managed reclamation zone of eastern China: A comparison of multiple linear regressions and the random forest model
- (2017) Huan Zhang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Ozone pollution in China: A review of concentrations, meteorological influences, chemical precursors, and effects
- (2017) Tao Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Trend and variability of atmospheric ozone over middle Indo-Gangetic Plain: impacts of seasonality and precursor gases
- (2016) K. Shukla et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- VIIRS-based remote sensing estimation of ground-level PM 2.5 concentrations in Beijing–Tianjin–Hebei: A spatiotemporal statistical model
- (2016) Jiansheng Wu et al. REMOTE SENSING OF ENVIRONMENT
- A hybrid model for spatially and temporally resolved ozone exposures in the continental United States
- (2016) Qian Di et al. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION
- Assessing of surface-ozone concentration in Bucharest, Romania, using OML and satellite data
- (2016) Georgiana Grigoraş et al. Atmospheric Pollution Research
- Effects of Heat Waves on Mortality
- (2013) Antonis Analitis et al. EPIDEMIOLOGY
- Using advanced cool materials in the urban built environment to mitigate heat islands and improve thermal comfort conditions
- (2011) M. Santamouris et al. SOLAR ENERGY
- Analysis of the Relationship between Changes in Meteorological Conditions and the Variation in Summer Ozone Levels over the Central Kanto Area
- (2010) Mai Khiem et al. Advances in Meteorology
- Validation of the Aura Ozone Monitoring Instrument total column ozone product
- (2008) R. McPeters et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Behavior, distribution and variability of surface ozone at an arid region in the south of Iberian Peninsula (Seville, Spain)
- (2007) José A. Adame et al. CHEMOSPHERE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now