Journal article
Evaluation of model-predicted hazardous air pollutants (HAPs) near a mid-sized U.S. airport
Atmospheric environment (1994), Vol.119, pp.107-117
10/2015
Handle:
https://hdl.handle.net/2376/120765
Appears in Aviation Sustainability Center (ASCENT)
Abstract
Accurate modeling of aircraft-emitted pollutants in the vicinity of airports is essential to study the impact on local air quality and to answer policy and health-impact related issues. To quantify air quality impacts of airport-related hazardous air pollutants (HAPs), we carried out a fine-scale (4 × 4 km horizontal resolution) Community Multiscale Air Quality model (CMAQ) model simulation at the T.F. Green airport in Providence (PVD), Rhode Island. We considered temporally and spatially resolved aircraft emissions from the new Aviation Environmental Design Tool (AEDT). These model predictions were then evaluated with observations from a field campaign focused on assessing HAPs near the PVD airport. The annual normalized mean error (NME) was in the range of 36–70% normalized mean error for all HAPs except for acrolein (>70%). The addition of highly resolved aircraft emissions showed only marginally incremental improvements in performance (1–2% decrease in NME) of some HAPs (formaldehyde, xylene). When compared to a coarser 36 × 36 km grid resolution, the 4 × 4 km grid resolution did improve performance by up to 5–20% NME for formaldehyde and acetaldehyde. The change in power setting (from traditional International Civil Aviation Organization (ICAO) 7% to observation studies based 4%) doubled the aircraft idling emissions of HAPs, but led to only a 2% decrease in NME. Overall modeled aircraft-attributable contributions are in the range of 0.5–28% near a mid-sized airport grid-cell with maximum impacts seen only within 4–16 km from the airport grid-cell. Comparison of CMAQ predictions with HAP estimates from EPA's National Air Toxics Assessment (NATA) did show similar annual mean concentrations and equally poor performance. Current estimates of HAPs for PVD are a challenge for modeling systems and refinements in our ability to simulate aircraft emissions have made only incremental improvements. Even with unrealistic increases in HAPs aviation emissions the model could not match observed concentrations near the runway airport site. Our results suggest other uncertainties in the modeling system such as meteorology, HAPs chemistry, or other emission sources require increased scrutiny.
•Modeled risk-prioritized eight HAPs at a mid-sized U.S. airport using CMAQ model.•Modeled airport contributions to HAPs (0.5–28%) validated using observations.•Higher fidelity aircraft emissions, finer grid size reduced model error by 5–20%.•Use of 7% versus 4% thrust doubled emissions, but only 2% reduction in model error.
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Details
- Title
- Evaluation of model-predicted hazardous air pollutants (HAPs) near a mid-sized U.S. airport
- Creators
- Lakshmi Pradeepa Vennam - Department of Environmental Sciences and Engineering, Gillings School of Public Health, University of North Carolina at Chapel Hill, NC 27599, USAWilliam Vizuete - Department of Environmental Sciences and Engineering, Gillings School of Public Health, University of North Carolina at Chapel Hill, NC 27599, USASaravanan Arunachalam - University of North Carolina at Chapel Hill
- Publication Details
- Atmospheric environment (1994), Vol.119, pp.107-117
- Academic Unit
- Aviation Sustainability Center (ASCENT); Emissions
- Publisher
- Elsevier Ltd
- Grants
- 09-C-NE-UNC, Federal Aviation Administration (United States, Washington) - FAA13‐C‐AJFE‐UNC, Federal Aviation Administration (United States, Washington) - FAA
- Identifiers
- 99900620454501842
- Language
- English
- Resource Type
- Journal article