A machine learning model to estimate ground-level ozone concentrations in California using TROPOMI data and high-resolution meteorology
出版年份 2021 全文链接
标题
A machine learning model to estimate ground-level ozone concentrations in California using TROPOMI data and high-resolution meteorology
作者
关键词
Surface ozone, TROPOMI, OMI, Ozone profile, HRRR, Random forest, Spatiotemporal distribution
出版物
ENVIRONMENT INTERNATIONAL
Volume 158, Issue -, Pages 106917
出版商
Elsevier BV
发表日期
2021-10-06
DOI
10.1016/j.envint.2021.106917
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。- Ozone pollution in the North China Plain spreading into the late-winter haze season
- (2021) Ke Li et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The impact of ambient ozone pollution on pneumonia: A nationwide time-series analysis
- (2020) Yaohua Tian et al. ENVIRONMENT INTERNATIONAL
- Estimating PM2.5 in Southern California using satellite data: factors that affect model performance
- (2020) Jennifer D Stowell et al. Environmental Research Letters
- Effects of meteorological conditions and anthropogenic precursors on ground-level ozone concentrations in Chinese cities
- (2020) Pengfei Liu et al. ENVIRONMENTAL POLLUTION
- 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
- Ozone profile retrievals from TROPOMI: Implication for the variation of tropospheric ozone during the outbreak of COVID-19 in China
- (2020) Fei Zhao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- High spatial resolution WRF-Chem model over Asia: Physics and chemistry evaluation
- (2020) Pierre Sicard et al. ATMOSPHERIC ENVIRONMENT
- Evaluation of the High-Resolution Rapid Refresh (HRRR) Model using Near-Surface Meteorological and Flux Observations from Northern Alabama
- (2019) Temple R. Lee et al. WEATHER AND FORECASTING
- Machine learning models accurately model ozone exposure during wildfire events
- (2019) Gregory L. Watson et al. ENVIRONMENTAL POLLUTION
- Methods, availability, and applications of PM2.5 exposure estimates derived from ground measurements, satellite, and atmospheric models
- (2019) Minghui Diao et al. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION
- Enhanced Capabilities of TROPOMI NO2: Estimating NOX from North American Cities and Power Plants
- (2019) Daniel L. Goldberg et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Estimation of personal ozone exposure using ambient concentrations and influencing factors
- (2018) Yue Niu et al. ENVIRONMENT INTERNATIONAL
- VOC emissions and carbon balance of two bioenergy plantations in response to nitrogen fertilization: A comparison of Miscanthus and Salix
- (2018) Bin Hu et al. ENVIRONMENTAL POLLUTION
- Spatiotemporal prediction of daily ambient ozone levels across China using random forest for human exposure assessment
- (2018) Yu Zhan et al. ENVIRONMENTAL POLLUTION
- Temporal and Spatial Variation in, and Population Exposure to, Summertime Ground-Level Ozone in Beijing
- (2018) Hui Zhao et al. International Journal of Environmental Research and Public Health
- High resolution mapping of nitrogen dioxide with TROPOMI: First results and validation over the Canadian oil sands
- (2018) Debora Griffin et al. GEOPHYSICAL RESEARCH LETTERS
- Impacts of snow and cloud covers on satellite-derived PM2.5 levels
- (2018) Jianzhao Bi et al. REMOTE SENSING OF ENVIRONMENT
- The impact of climate change and emissions control on future ozone levels: Implications for human health
- (2017) Jennifer D. Stowell et al. ENVIRONMENT INTERNATIONAL
- Estimating PM2.5 Concentrations in the Conterminous United States Using the Random Forest Approach
- (2017) Xuefei Hu et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Global Land Use Regression Model for Nitrogen Dioxide Air Pollution
- (2017) Andrew Larkin et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- The effects of ozone on human health
- (2017) Daniela Nuvolone et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- 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
- Full-coverage high-resolution daily PM 2.5 estimation using MAIAC AOD in the Yangtze River Delta of China
- (2017) Qingyang Xiao et al. REMOTE SENSING OF ENVIRONMENT
- Association of Ozone Exposure With Cardiorespiratory Pathophysiologic Mechanisms in Healthy Adults
- (2017) Drew B. Day et al. JAMA Internal Medicine
- Spatiotemporal trends in ground-level ozone concentrations and metrics in France over the time period 1999–2012
- (2016) Pierre Sicard et al. ENVIRONMENTAL RESEARCH
- 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
- A Time-Stratified Case-Crossover Study of Ambient Ozone Exposure and Emergency Department Visits for Specific Respiratory Diagnoses in California (2005–2008)
- (2015) Brian J. Malig et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Low-Concentration PM2.5 and Mortality: Estimating Acute and Chronic Effects in a Population-Based Study
- (2015) Liuhua Shi et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Decrease in surface ozone concentrations at Mediterranean remote sites and increase in the cities
- (2013) Pierre Sicard et al. ATMOSPHERIC ENVIRONMENT
- Impact of Wildfires on Ozone Exceptional Events in the Western U.S.
- (2013) Daniel A. Jaffe et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Application of OMI, SCIAMACHY, and GOME-2 satellite SO2retrievals for detection of large emission sources
- (2013) V. E. Fioletov et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications
- (2012) J.P. Veefkind et al. REMOTE SENSING OF ENVIRONMENT
- Understanding of regional air pollution over China using CMAQ, part II. Process analysis and sensitivity of ozone and particulate matter to precursor emissions
- (2010) Xiao-Huan Liu et al. ATMOSPHERIC ENVIRONMENT
- Permutation importance: a corrected feature importance measure
- (2010) André Altmann et al. BIOINFORMATICS
- Reactive Organic Gas Emissions from Livestock Feed Contribute Significantly to Ozone Production in Central California
- (2010) Cody J. Howard et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Spatiotemporal modelling of ozone distribution in the State of California
- (2009) P. Bogaert et al. ATMOSPHERIC ENVIRONMENT
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search