High-order, direct sensitivity analysis of multidimensional air quality models.

No abstract is available for this paper.

• Publication year

  2003

• Venue

  Environmental Science and Technology

• Publication date

  2003-05-03

• Fields of study

  Medicine, Environmental Science

• Identifiers
  DOI 10.1021/ES020677HPMID 12831030
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Comparison of source apportionment and source sensitivity of ozone in a three-dimensional air quality model.

  2002cited by this paper
• The decoupled direct method for sensitivity analysis in a three-dimensional air quality model--implementation, accuracy, and efficiency.

  2002cited by this paper
• MULTISCALE AIR QUALITY SIMULATION PLATFORM (MAQSIP): SOURCE CODE DOCUMENTATION AND VALIDATION

  2000cited by this paper
• Urban Ozone Control and Atmospheric Reactivity of Organic Gases

  1995cited by this paper
• Quantification of Individual VOC Reactivity Using a Chemically Detailed, Three-Dimensional Photochemical Model.

  1995cited by this paper

• Source Attribution of PM2.5 Health Benefits Over Northern Hemisphere Using Adjoint of Hemispheric CMAQ

  2026cites this paper
• Advances in Emissions, Modeling, and Source Apportionment.

  2026cites this paper
• Effects of climate change on PM2.5 formation chemistry, and the associated human health impacts and economic costs in Southeast Asia.

  2025cites this paper
• Fast optimization of the emission reduction pathways of major air pollutants in China: From the perspective of different decision preferences.

  2025cites this paper
• Response of ozone to current and future emission scenarios and the resultant human health impact in Southeast Asia.

  2025cites this paper
• A high resolution multipollutant assessment of health damages due to the onroad sector in Boston, Massachusetts.

  2025cites this paper
• Adjoint analysis of PM2.5 and O3 episodes in priority control zones in China

  2025cites this paper
• FastCTM (v1.0): Atmospheric chemical transport modelling with a principle-informed neural network for air quality simulations

  2025cites this paper
• The Ozone Concentration and Changes in the Sensitivity of Its Formation in Guangdong-Hong Kong-Macao Greater Bay Area (GBA) from a Carbon Neutral Perspective

  2024cites this paper
• Characteristics and impacts of fine particulates from the largest power plant plume in Taiwan

  2024cites this paper
• The effect of cross-regional transport on ozone and particulate matter pollution in China: A review of methodology and current knowledge.

  2024cites this paper
• The first application of a numerically exact, higher-order sensitivity analysis approach for atmospheric modelling: implementation of the hyperdual-step method in the Community Multiscale Air Quality Model (CMAQ) version 5.3.2

  2024influential citation
• Update of SO2 emission inventory in the Megacity of Chongqing, China by inverse modeling

  2023cites this paper
• Deep learning based emulator for simulating CMAQ surface NO2 levels over the CONUS

  2023cites this paper
• Response of the ozone-related health burden in Europe to changes in local anthropogenic emissions of ozone precursors

  2023cites this paper
• Maximizing ozone control by spatial sensitivity-oriented mitigation strategy in the Pearl River Delta Region, China.

  2023cites this paper
• Changes in first- and second-order sensitivities of ozone concentration to its precursors over the Yangtze River Delta region of China due to COVID-19 lockdown: Insights from CMAQ-HDDM modeling study

  2023cites this paper
• ISORROPIA‐MCX: Enabling Sensitivity Analysis With Multicomplex Variables in the Aerosol Thermodynamic Model, ISORROPIA

  2023cites this paper
• Contributions of local emissions and regional background to summertime ozone in central China.

  2023cites this paper
• Responses of Photochemical Air Pollution in California's San Joaquin Valley to Spatially and Temporally Resolved Changes in Precursor Emissions.

  2022cites this paper
• VOC emission caps constrained by air quality targets based on response surface model: A case study in the Pearl River Delta Region, China.

  2022cites this paper
• The Importance of NOx Control for Peak Ozone Mitigation Based on a Sensitivity Study Using CMAQ‐HDDM‐3D Model During a Typical Episode Over the Yangtze River Delta Region, China

  2022cites this paper
• Developing China's roadmap for air quality improvement: A review on technology development and future prospects.

  2022cites this paper
• How Have Divergent Global Emission Trends Influenced Long‐Range Transported Ozone to North America?

  2022cites this paper
• Accurate prediction of air quality response to emissions for effective control policy design.

  2022cites this paper
• Sensitivity modeling of ozone and its precursors over the Chengdu metropolitan area

  2022cites this paper
• Predicting ozone formation in petrochemical industrialized Lanzhou city by interpretable ensemble machine learning.

  2022cites this paper
• Fifteen-Year Trends (2005-2019) in the Satellite-Derived Ozone-Sensitive Regime in East Asia: A Gradual Shift from VOC-Sensitive to NOx-Sensitive

  2022cites this paper
• Changes in Ozone Chemical Sensitivity in the United States from 2007 to 2016

  2021cites this paper
• Source impact and contribution analysis of ambient ozone using multi-modeling approaches over the Pearl River Delta region, China.

  2021cites this paper
• Trends and Variability of Ozone Pollution over the Mountain-Basin Areas in Sichuan Province during 2013–2020: Synoptic Impacts and Formation Regimes

  2021cites this paper
• Source contribution analysis of PM2.5 using Response Surface Model and Particulate Source Apportionment Technology over the PRD region, China.

  2021cites this paper
• Novel Method for Ozone Isopleth Construction and Diagnosis for the Ozone Control Strategy of Chinese Cities.

  2021cites this paper
• Assessing the importance of nonlinearity for aircraft emissions' impact on O3 and PM2.5

  2021cites this paper
• A review of surface ozone source apportionment in China

  2020cites this paper
• Air Pollution Modeling and its Application XXVI

  2020cites this paper
• European guide on air pollution source apportionment for particulate matter with source oriented models and their combined use with receptor models

  2020influential citation
• Source and sectoral contribution analysis of PM2.5 based on efficient response surface modeling technique over Pearl River Delta Region of China.

  2020cites this paper
• Comprehensive analyses of source sensitivities to and apportionments of PM2.5 and ozone over Japan via multiple numerical techniques

  2020cites this paper
• Apportioning prescribed fire impacts on PM2.5 among individual fires through dispersion modeling

  2020cites this paper
• Comprehensive analyses of source sensitivities and apportionments of PM2.5 and ozone over Japan via multiple numerical techniques

  2020cites this paper
• Chemical Sensitivity Analysis and Uncertainty Analysis of Ozone Production in the Comprehensive Air Quality Model with Extensions Applied to Eastern Texas.

  2020cites this paper
• Deep learning for prediction of the air quality response to emission changes.

  2020cites this paper
• Modeling stratospheric intrusion and trans-Pacific transport on tropospheric ozone using hemispheric CMAQ during April 2010 - Part 2: Examination of emission impacts based on the higher-order decoupled direct method.

  2020cites this paper
• A multiphase CMAQ version 5.0 adjoint.

  2019cites this paper
• Response to Referee Comment 1 by Anonymous Referee # 1

  2019cites this paper
• Effect of Urbanization on Ozone and Resultant Health Effects in the Pearl River Delta Region of China

  2019influential citation
• Elucidating emissions control strategies for ozone to protect human health and public welfare within the continental United States

  2019cites this paper
• WITHDRAWN: The chemical and physical processes of ambient ozone simulated by a photochemical air quality modeling system in urban and rural areas in the Pearl River Delta region, China

  2018cites this paper
• An Empirical Analysis of the Mutation Operator for Run-Time Adaptive Testing in Self-Adaptive Systems

  2018cites this paper
• Adjoint sensitivity analysis of the atmospheric impacts of combustion emissions

  2018cites this paper
• Adjoint sensitivity of inland ozone to its precursors and meteorological and chemical influences

  2018cites this paper
• Source tagging modeling study of regional contributions to acid rain in summer over Liaoning Province, Northeastern China.

  2018cites this paper
• Impact, efficiency, inequality, and injustice of urban air pollution: variability by emission location

  2018cites this paper
• Sensitivity of Ambient Atmospheric Formaldehyde and Ozone to Precursor Species and Source Types Across the United States.

  2018cites this paper
• Sensitivity of Ambient Atmospheric Formaldehyde to VOC and NOx Emissions: Implications for Predicting Multi-pollutant Benefits of Emission Reductions

  2018cites this paper
• Contributions to local- and regional-scale formaldehyde concentrations

  2018influential citation
• The impact of air pollutant transport on air quality and human health in global and regional model applications

  2018influential citation
• Sensitivity of inorganic aerosol radiative effects to U.S. emissions

  2017cites this paper
• Emulation and Sensitivity Analysis of the Community Multiscale Air Quality Model for a UK Ozone Pollution Episode.

  2017cites this paper
• A mixed integer programming model for National Ambient Air Quality Standards (NAAQS) attainment strategy analysis

  2017cites this paper
• Two biogenic emission models commonly used in practice are the Model of Emissions of Gases and Aerosols from Nature

  2017influential citation
• Recommendations on statistics and benchmarks to assess photochemical model performance

  2017cites this paper
• Source apportionment and sensitivity analysis: two methodologies with two different purposes

  2017cites this paper
• Influence of Different Foreign Emissions Inventories on Simulated, Ground-Level Ozone in the Seoul Metropolitan Area during May 2014

  2017cites this paper
• Sensitivity Analysis of the Integral Quality Monitoring System® Using Monte Carlo Simulation

  2017cites this paper
• Development of an on-line source-tagged model for sulfate, nitrate and ammonium: A modeling study for highly polluted periods in Shanghai, China.

  2017cites this paper
• Development and Application of the Backward-tracking Model Analyzer to Track Physical and Chemical Processes of Air Parcels during the Transport

  2017cites this paper
• Global Sensitivity Analysis for Uncertain Parameters, Models, and Scenarios

  2017cites this paper
• The Variability of Ozone Sensitivity to Anthropogenic Emissions with Biogenic Emissions Modeled by MEGAN and BEIS3

  2017cites this paper
• Photochemical air quality modelling in arid regions

  2017influential citation
• Assessing Temporal and Spatial Patterns of Observed and Predicted Ozone in Multiple Urban Areas

  2016cites this paper
• Modeled response of ozone to electricity generation emissions in the northeastern United States using three sensitivity techniques

  2016cites this paper
• Uncertainty evaluation in air quality planning decisions: a case study for Northern Italy

  2016cites this paper
• Sensitivity and uncertainty analysis of episodic ozone predictions from the community multiscale air quality model

  2016cites this paper
• Local and Regional Contributions to Fine Particle Pollution in Winter of the Yangtze River Delta, China

  2016cites this paper
• Integration of air pollutant health impacts into electricity system operation models

  2016cites this paper
• Sensitivity of inorganic aerosol impacts to US precursor emissions

  2016cites this paper
• Investigating ambient ozone formation regimes in neighboring cities of shale plays in the Northeast United States using photochemical modeling and satellite retrievals

  2016cites this paper
• Reduced Mechanism for Nitrogen and Sulfur Chemistry in Pressurized Flue Gas Systems

  2016cites this paper
• Diminishing Returns or Compounding Benefits of Air Pollution Control? The Case of NOx and Ozone.

  2015cites this paper
• Examining single-source secondary impacts estimated from brute-force, decoupled direct method, and advanced plume treatment approaches

  2015cites this paper
• Optimization of multipollutant air quality management strategies: A case study for five cities in the United States

  2015influential citation
• Calculation of sensitivity coefficients using CMAQ-DDM for individual airport emissions in the United States

  2015influential citation
• Use of high-order sensitivity analysis and reduced-form modeling to quantify uncertainty in particulate matter simulations in the presence of uncertain emissions rates: A case study in Houston

  2015cites this paper
• An ozone episode over the Pearl River Delta in October 2008

  2015cites this paper
• New approach for optimal electricity planning and dispatching with hourly time-scale air quality and health considerations

  2015cites this paper
• Variance-based global sensitivity analysis for multiple scenarios and models with implementation using sparse grid collocation

  2015cites this paper
• Contributions of regional air pollutant emissions to ozone and fine particulate matter-related mortalities in eastern U.S. urban areas.

  2015cites this paper
• Emission reductions and urban ozone responses under more stringent US standards

  2015cites this paper
• Comprehensive study of emission source contributions for tropospheric ozone formation over East Asia

  2015cites this paper
• Changes in inorganic fine particulate matter sensitivities to precursors due to large-scale US emissions reductions.

  2015cites this paper
• Application of Kolmogorov-Zurbenko Filter for the Dynamic Evaluation of a Regional Air Quality Model

  2015cites this paper
• Meteorology, Emissions, and Grid Resolution: Effects on Discrete and Probabilistic Model Performance

  2014influential citation
• Assessment of transboundary ozone contribution toward South Korea using multiple source–receptor modeling techniques

  2014cites this paper
• Impacts of updated emission inventories on source apportionment of fine particle and ozone over the southeastern U.S.

  2014cites this paper
• Incorporation of Satellite Observations into Texas Ozone Attainment Modeling

  2014influential citation
• Assessing the nonlinear response of fine particles to precursor emissions: development and application of an extended response surface modeling technique v1.0

  2014influential citation
• Application of the complex step method to chemistry-transport modeling

  2014cites this paper
• Use of Air Quality Modeling Results in Health Effects Research

  2014cites this paper