Improving National Air Quality Forecasts with Satellite Aerosol Observations

No abstract is available for this paper.

• Publication year

  2005

• Venue

  Bulletin of the American Meteorological Society

• Publication date

  2005-09-01

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1175/BAMS-86-9-1249
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A Real-Time Eulerian Photochemical Model Forecast System: Overview and Initial Ozone Forecast Performance in the Northeast U.S. Corridor

  2004cited by this paper
• Particulate matter science for policy makers : a NARSTO assessment

  2004cited by this paper
• Qualitative and quantitative evaluation of MODIS satellite sensor data for regional and urban scale air quality

  2004cited by this paper
• A Numerical Daily Air Quality Forecast System for The Pacific Northwest

  2004cited by this paper
• Applications of MODIS satellite data and products for monitoring air quality in the state of Texas

  2003cited by this paper
• Global monitoring of air pollution over land from the Earth Observing System-Terra Moderate Resolution Imaging Spectroradiometer (MODIS)

  2003cited by this paper
• Rejoinder: Reanalysis of the Harvard Six Cities Study and American Cancer Society Study of Particulate Air Pollution and Mortality

  2003cited by this paper
• Intercomparison between satellite‐derived aerosol optical thickness and PM2.5 mass: Implications for air quality studies

  2003cited by this paper
• A TWO-YEAR ANALYSIS OF FIRE ACTIVITY IN THE WESTERN HEMISPHERE AS OBSERVED WITH THE GOES WILDFIRE AUTOMATED BIOMASS BURNING ALGORITHM

  2002cited by this paper
• Validation of MODIS aerosol retrieval over ocean

  2002cited by this paper
• Validation of MODIS aerosol optical depth retrieval over land

  2002cited by this paper
• Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution.

  2002cited by this paper
• Quantification of aerosol signal in GOES 8 visible imagery over the United States

  2002cited by this paper
• The next generation GOES instruments: status and potential impact

  2001cited by this paper
• Increased Particulate Air Pollution and the Triggering of Myocardial Infarction

  2001cited by this paper
• Fine particles are more strongly associated than coarse particles with acute respiratory health effects in schoolchildren.

  2000cited by this paper
• Air Quality Forecasts in the Mid-Atlantic Region: Current Practice and Benchmark Skill

  2000cited by this paper
• The National Morbidity, Mortality, and Air Pollution Study. Part II: Morbidity and mortality from air pollution in the United States.

  2000cited by this paper
• Air pollution and daily hospital admissions in metropolitan Los Angeles.

  2000cited by this paper
• Observing Tropospheric Ozone From Space

  2000cited by this paper
• Remote Sensing of Tropospheric Aerosols from Space: Past, Present, and Future.

  1999cited by this paper
• Remote sensing of aerosol properties over oceans using the MODIS/EOS spectral radiances

  1997cited by this paper
• Prevalence of asthma symptoms in video and written questionnaires among children in four regions of Finland.

  1997cited by this paper
• Air Quality Criteria for Particulate Matter

  1996cited by this paper

• Modeling PM2.5 Concentration in Tehran Using Satellite-Based Aerosol Optical Depth (AOD) and Machine Learning: Assessing Input Contributions and Prediction Accuracy

  2025cites this paper
• Retrieval of Aerosol Properties Over the Ocean Using Data From the Second‐Generation Directional Polarization Camera (DPC‐2) Onboard the GF‐5(02) Satellite

  2025cites this paper
• Satellite data to support air quality assessment and management

  2025cites this paper
• High-Resolution PM10 Estimation Using Satellite Data and Model-Agnostic Meta-Learning

  2024cites this paper
• Interpretable regional meteorological feature extraction enhances deep learning for extended 120-hour PM2.5 forecasting

  2024cites this paper
• On the added value of satellite AOD for the investigation of ground-level PM2.5 variability

  2024cites this paper
• Leveraging the power of internet of things and artificial intelligence in forest fire prevention, detection, and restoration: A comprehensive survey

  2024cites this paper
• Estimation of nighttime PM2.5 concentrations over Seoul using Suomi NPP/VIIRS Day/Night Band

  2024cites this paper
• Parameterizing spectral surface reflectance relationships for the Dark Target aerosol algorithm applied to a geostationary imager

  2024cites this paper
• Estimation of All-Day Aerosol Optical Depth in the Beijing-Tianjin-Hebei Region Using Ground Air Quality Data

  2024cites this paper
• Satellite data geoprocessing to estimate PM2.5 over the Megalopolis of Central Mexico

  2023influential citation
• A similarity distance-based space-time random forest model for estimating PM2.5 concentrations over China

  2023cites this paper
• Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects

  2023cites this paper
• Spatial patterns of the diurnal variations of PM2.5 and their influencing factors across China

  2023cites this paper
• The oxidative potential of airborne particulate matter in two urban areas of Chile: More than meets the eye.

  2023cites this paper
• A Coupled Deep Learning Model for Estimating Surface NO2 Levels From Remote Sensing Data: 15‐Year Study Over the Contiguous United States

  2023cites this paper
• Long-term aerosol particle depolarization ratio measurements with Halo Doppler lidar

  2023cites this paper
• Simulating wildfire emissions and plume rise using geostationary satellite fire radiative power measurements: a case study of the 2019 Williams Flats fire

  2022cites this paper
• Joint Occurrence of Heavy PM2.5 Pollution Episodes and Persistent Foggy Days in Central East China

  2022cites this paper
• Monetary quantification of COVID-19 impacts on sustainable development goals: Focus on air pollution and climate change

  2022cites this paper
• Exploring the effect of waterbodies coupled with other environmental parameters to model PM2.5 over Delhi-NCT in northwest India

  2022cites this paper
• Simulating wildfire emissions and plume rise using geostationary satellite fire radiative power measurements: a case study of the 2019 Williams Flats fire

  2022cites this paper
• Vertical profile of particulate matter: A review of techniques and methods

  2022cites this paper
• Temporal and spatial distribution mapping of particulate matter in southwest of Iran using remote sensing, GIS, and statistical techniques

  2022cites this paper
• Estimating PM2.5 surface concentrations from AOD: A combination of SLSTR and MODIS

  2022cites this paper
• Which model to choose? Performance comparison of statistical and machine learning models in predicting PM2.5 from high-resolution satellite aerosol optical depth

  2022cites this paper
• Improving Surface PM2.5 Forecasts in the United States Using an Ensemble of Chemical Transport Model Outputs: 2. Bias Correction With Satellite Data for Rural Areas

  2021cites this paper
• A Satellite Data Based Detailed Study of the Aerosol Emitted from Open Biomass Burning in Northeast China

  2021cites this paper
• Spatiotemporal variations in aerosol optical depth and associated risks for populations in the arid region of Central Asia.

  2021cites this paper
• Extreme Aerosol Events Over Eastern North America: 1. Characterizing and Simulating Historical Events

  2021cites this paper
• Estimating daily high-resolution PM2.5 concentrations over Texas: Machine Learning approach

  2021cites this paper
• Evaluation of Aerosol Properties Observed by DSCOVR/EPIC Instrument From the Earth‐Sun Lagrange 1 Orbit

  2021cites this paper
• Particulate matter variability in Kathmandu based on in-situ measurements, remote sensing, and reanalysis data

  2021cites this paper
• Daily and Hourly Surface PM2.5 Estimation From Satellite AOD

  2021cites this paper
• Deep Learning Estimation of Daily Ground‐Level NO2 Concentrations From Remote Sensing Data

  2021cites this paper
• Geospatial Modelling of Air Pollution and its Impact on Health of Urban Residents Using Spatial Models: A Review

  2021cites this paper
• Estimating ground-level PM2.5 concentrations by developing and optimizing machine learning and statistical models using 3 km MODIS AODs: case study of Tehran, Iran

  2021cites this paper
• A Satellite-Based Method for Forecasting Solar Radiation Part I: Cloud Motion and Trajectory Modeling

  2021cites this paper
• Spatial-Temporal Dust Fusion Model for Integration of MODIS and WRF-Chem

  2021cites this paper
• An Improved DDV Algorithm for the Retrieval of Aerosol Optical Depth From NOAA/AVHRR Data

  2021cites this paper
• Deriving ground-level PM2.5 concentrations over Germany from satellite column AOD for implementation in a regional air quality model

  2020cites this paper
• The Dark Target Algorithm for Observing the Global Aerosol System: Past, Present, and Future

  2020cites this paper
• Satellite-Derived PM2.5 Composition and Its Differential Effect on Children's Lung Function

  2020cites this paper
• Metal Concentrations and Source Apportionment of PM2.5 in Chiang Rai and Bangkok, Thailand during a Biomass Burning Season

  2020cites this paper
• Leveraging spatial textures, through machine learning, to identify aerosol and distinct cloud types from multispectral observations

  2020cites this paper
• Deep learning spatiotemporal air pollution data in China using data fusion

  2020influential citation
• Air Pollution Forecasting Using Artificial and Wavelet Neural Networks with Meteorological Conditions

  2020cites this paper
• Leveraging spatial textures, through machine learning, to identify aerosols and distinct cloud types from multispectral observations

  2020cites this paper
• Machine learning for spatiotemporal big data in air pollution

  2020cites this paper
• Particulate Matter Assessment in Association with Temperature and Humidity: An Experimental Study on Residential Environment

  2020cites this paper
• Estimation of Surface Concentrations of Black Carbon from Long-Term Measurements at Aeronet Sites over Korea

  2020cites this paper
• Spatial characteristics and temporal evolution of the relationship between PM2.5 and aerosol optical depth over the eastern USA during 2003–2017

  2020cites this paper
• Improving Surface PM2.5 Forecasts in the United States Using an Ensemble of Chemical Transport Model Outputs: 1. Bias Correction With Surface Observations in Nonrural Areas

  2020cites this paper
• ARIMA Forecasting of PM2.5 and PM10 Trends: Effects of Continuing Social Distancing on Air Quality in a Southeast Asian Urban Area

  2020cites this paper
• Response to reviewers of paper amt-2020-74 Table of content :

  2020cites this paper
• Using a distributed air sensor network to investigate the spatiotemporal patterns of PM2.5 concentrations.

  2020cites this paper
• Why is Short-Time PM2.5 Forecast Difficult? The Effects of Sudden Events

  2020cites this paper
• Monitoring Fires with the GOES-R Series

  2020cites this paper
• Chapter 4 Satellites See the World’s Atmosphere

  2019cites this paper
• Non-Meteorological Application of New Generation Geostatinary Satellites

  2019cites this paper
• Satellites See the World’s Atmosphere

  2019cites this paper
• Explore a Multivariate Bayesian Uncertainty Processor driven by artificial neural networks for probabilistic PM2.5 forecasting.

  2019cites this paper
• Application of a Fusion Method for Gas and Particle Air Pollutants between Observational Data and Chemical Transport Model Simulations Over the Contiguous United States for 2005–2014

  2019cites this paper
• Characteristics of Fine Particulate Matter (PM2.5) over Urban, Suburban, and Rural Areas of Hong Kong

  2019cites this paper
• Using gap-filled MAIAC AOD and WRF-Chem to estimate daily PM2.5 concentrations at 1 km resolution in the Eastern United States

  2019cites this paper
• Impacts of AOD Correction and Spatial Scale on the Correlation between High-Resolution AOD from Gaofen-1 Satellite and In Situ PM2.5 Measurements in Shenzhen City, China

  2019cites this paper
• Internet of Things for Sustainable Human Health

  2019cites this paper
• Retrieving Aerosol Characteristics From the PACE Mission, Part 1: Ocean Color Instrument

  2019cites this paper
• Utility of a Low-Cost, Dense Sensor Network for the Study of Air Quality Impact Upon Human Health in Urban and Rural Areas

  2019cites this paper
• Trends in MODIS and AERONET derived aerosol optical thickness over Northern Europe

  2019cites this paper
• Evaluation of the Multi-Angle Implementation of Atmospheric Correction (MAIAC) Aerosol Algorithm for Himawari-8 Data

  2019cites this paper
• The Plankton, Aerosol, Cloud, Ocean Ecosystem Mission: Status, Science, Advances

  2019cites this paper
• The relationships between PM2.5 and aerosol optical depth (AOD) in mainland China: About and behind the spatio-temporal variations.

  2019cites this paper
• Incorporating Low-Cost Sensor Measurements into High-Resolution PM2.5 Modeling at A Large Spatial Scale.

  2019cites this paper
• Using Technology to Persuade: Visual Representation Technologies and Consensus Seeking in Virtual Teams

  2019cites this paper
• Handbook of Environmental and Ecological Statistics

  2019cites this paper
• Comment on “Constraining Chemical Transport PM2.5 Modeling Using Surface Monitor Measurements and Satellite Retrievals: Application over the San Joaquin Valley” by Mariel

  2018cites this paper
• Characterization of aerosol type based on aerosol optical properties over Baghdad, Iraq

  2018cites this paper
• Interactive comment on “Screening for Snow/Snowmelt in SNPP VIIRS Aerosol Optical Depth Algorithm” by Jingfeng Huang et al

  2018cites this paper
• Multisensor Data Synergy of Terra-MODIS, Aqua-MODIS, and Suomi NPP-VIIRS for the Retrieval of Aerosol Optical Depth and Land Surface Reflectance Properties

  2018cites this paper
• A NEW ALGORITHM FOR THE AOD INVERSION FROM NOAA / AVHRR DATA

  2018cites this paper
• Impacts of Aerosols on the Retreat of the Sierra Nevada Glaciers in California

  2018influential citation
• Photochemical model evaluation of 2013 California wild fire air quality impacts using surface, aircraft, and satellite data.

  2018cites this paper
• Technology and opportunities of photon sieve CubeSat with deployable optical membrane

  2018cites this paper
• Validation of MODIS 3 km land aerosol optical depth from NASA's EOS Terra and Aqua missions

  2018cites this paper
• Constraining chemical transport PM2.5 modeling outputs using surface monitor measurements and satellite retrievals: application over the San Joaquin Valley

  2018cites this paper
• Wildfire and Weather Radar: A Review

  2018cites this paper
• Screening for snow/snowmelt in SNPP VIIRS aerosol optical depth algorithm

  2018cites this paper
• Correlation analysis of size-resolved airborne particulate matter with classified meteorological conditions

  2017cites this paper
• TOWARD A MONITORING AND FORECASTING SYSTEM FOR ATMOSPHERIC COMPOSITION

  2017cites this paper
• The empirical relationship between PM2.5 and AOD in Nanjing of the Yangtze River Delta

  2017cites this paper
• Tropospheric Emissions: Monitoring of Pollution (TEMPO).

  2017cites this paper
• Synergy of MODIS and AATSR for better retrieval of aerosol optical depth and land surface directional reflectance

  2017cites this paper
• A New Approach for Estimation of Fine Particulate Concentrations Using Satellite Aerosol Optical Depth and Binning of Meteorological Variables

  2017influential citation
• Ground‐based High Spectral Resolution Lidar observation of aerosol vertical distribution in the summertime Southeast United States

  2017cites this paper
• Evaluation of the multi‐angle implementation of atmospheric correction (MAIAC) aerosol algorithm through intercomparison with VIIRS aerosol products and AERONET

  2017cites this paper
• Remote sensing observation of annual dust cycles and possible causality of Kawasaki disease outbreaks in Japan

  2017cites this paper
• The relation between columnar and surface aerosol optical properties in a background environment

  2017cites this paper
• Estimating ambient ozone effect of kansas rangeland burning with receptor modeling and regression analysis

  2017cites this paper
• Impact of diurnal variability and meteorological factors on the PM2.5 - AOD relationship: Implications for PM2.5 remote sensing.

  2017influential citation