Reducing the air quality and CO2 climate impacts of taxi and takeoff operations at airports

Abstract Aircraft activity at airports is a source of CO2 emissions that affect the climate and other pollutants that affect air quality and human health. We estimate the air quality and climate benefits of two measures applied to aircraft operations at the Detroit Metropolitan Airport – pushback control and de-rated takeoffs. We also calculate the minimum air quality and environmental impacts beyond fuel burn and CO2 minimization by optimizing gate holding and takeoff thrust hourly over the year. Pushback control (i.e. holding aircraft at their gates up to 25 min to reduce congestion) minimizes fuel burn and reduces emissions and air quality impacts from taxi operations by 35–38% relative to no gate holds. The PM2.5 and O3 costs can be further reduced beyond fuel burn minimization by 2.7% and 8.5%, respectively, by optimizing the gate holds according to time-varying atmospheric conditions. De-rated takeoffs (i.e. takeoffs at 75% thrust) reduce PM2.5 costs from takeoff operations by 18% (up to 21.6% when optimized) relative to full-thrust takeoffs, but result in 3% increased fuel burn and CO2 climate impacts. The environmental costs of takeoff operations are minimized with an average thrust setting of 81%, while total fuel combustion-related costs (i.e. the sum of environmental, fuel and maintenance costs) are minimized with 75% thrust. Our findings suggest that the pushback control strategy is effective in mitigating the environmental impacts of taxi operations at airports, and that de-rated takeoffs are effective in reducing the environmental costs of takeoff operations at an optimal level of de-rate.

[1]  Bryan J. Hubbell,et al.  Health-Related Benefits of Attaining the 8-Hr Ozone Standard , 2004, Environmental health perspectives.

[2]  Nicolas Pujet,et al.  Input-output modeling and control of the departure process of congested airports , 1999 .

[3]  Fabio Caiazzo,et al.  Global, regional and local health impacts of civil aviation emissions , 2015 .

[4]  Carsten Jahn,et al.  The impact of NOx, CO and VOC emissions on the air quality of Zurich airport , 2007 .

[5]  David Carruthers,et al.  Developments in ADMS-Airport to take account of near field dispersion and applications to Heathrow Airport , 2011 .

[6]  John D. Spengler,et al.  The relationship between aviation activities and ultrafine particulate matter concentrations near a mid-sized airport , 2012 .

[7]  Spyros N. Pandis,et al.  Response of fine particulate matter concentrations to changes of emissions and temperature in Europe , 2012 .

[8]  Gary Adamkiewicz,et al.  Nitrogen dioxide concentrations in neighborhoods adjacent to a commercial airport: a land use regression modeling study , 2010, Environmental health : a global access science source.

[9]  Alper Unal,et al.  Airport related emissions and impacts on air quality: Application to the Atlanta International Airport , 2005 .

[10]  Ian A. Waitz,et al.  Spatial sensitivities of human health risk to intercontinental and high-altitude pollution , 2013 .

[11]  S I Hay,et al.  Determining global population distribution: methods, applications and data. , 2006, Advances in parasitology.

[12]  D. Jacob,et al.  Global modeling of tropospheric chemistry with assimilated meteorology : Model description and evaluation , 2001 .

[13]  H. Balakrishnan,et al.  Evaluation of strategies for reducing taxi-out emissions at airports , 2009 .

[14]  Hamsa Balakrishnan,et al.  Impact of Congestion on Taxi Times, Fuel Burn, and Emissions at Major Airports , 2010 .

[15]  Ian A. Waitz,et al.  Air pollution and early deaths in the United States. Part I: Quantifying the impact of major sectors in 2005 , 2013 .

[16]  M. Bell,et al.  Detecting and quantifying aircraft and other on-airport contributions to ambient nitrogen oxides in the vicinity of a large international airport , 2006 .

[17]  David W. Keith,et al.  Impact of the Volkswagen emissions control defeat device on US public health , 2015 .

[18]  Arthur M Winer,et al.  Aircraft emission impacts in a neighborhood adjacent to a general aviation airport in southern California. , 2009, Environmental science & technology.

[19]  R. Henry,et al.  Identifying the impact of large urban airports on local air quality by nonparametric regression , 2004 .

[20]  Gary Adamkiewicz,et al.  Contributions of aircraft arrivals and departures to ultrafine particle counts near Los Angeles International Airport. , 2013, The Science of the total environment.

[21]  Hamsa Balakrishnan,et al.  Algorithms for Scheduling Runway Operations Under Constrained Position Shifting , 2010, Oper. Res..

[22]  John-Paul Clarke,et al.  Queuing Model for Taxi-Out Time Estimation , 2002 .

[23]  J. Seinfeld,et al.  Development of the adjoint of GEOS-Chem , 2006 .

[24]  Joseph P. Pinto,et al.  Estimating North American background ozone in U.S. surface air with two independent global models: Variability, uncertainties, and recommendations , 2014 .

[25]  Marc E.J. Stettler,et al.  Air quality and public health impacts of UK airports. Part II: Impacts and policy assessment , 2013 .

[26]  Dylan B. A. Jones,et al.  Improved estimate of the policy-relevant background ozone in the United States using the GEOS-Chem global model with 1/2° × 2/3° horizontal resolution over North America , 2011 .

[27]  S. Pandis,et al.  Marginal PM25: Nonlinear Aerosol Mass Response to Sulfate Reductions in the Eastern United States. , 1999, Journal of the Air & Waste Management Association.

[28]  Philip D. Whitefield,et al.  Measurement and Analysis of Aircraft Engine PM Emissions Downwind of an Active Runway at the Oakland International Airport , 2012 .

[29]  E. Andres Houseman,et al.  An analysis of continuous black carbon concentrations in proximity to an airport and major roadways , 2009 .

[30]  Marc E.J. Stettler,et al.  Air quality and public health impacts of UK airports. Part I: Emissions , 2011 .

[31]  David G. Streets,et al.  Surface ozone background in the United States: Canadian and Mexican pollution influences , 2009 .

[32]  Hamsa Balakrishnan,et al.  Quantifying the air quality-CO2 tradeoff potential for airports , 2014 .

[33]  William S. Cleveland,et al.  Weekday-weekend ozone concentrations in the northeast United States , 1978 .

[34]  Philip J. Wolfe,et al.  Assessing the environmental impacts of aircraft noise and emissions , 2011 .

[35]  R. Errico What is an adjoint model , 1997 .

[36]  James I. Hileman,et al.  Energy Content and Alternative Jet Fuel Viability , 2010 .

[37]  Saravanan Arunachalam,et al.  Development of a response surface model of aviation's air quality impacts in the United States , 2013 .

[38]  Robin L. Dennis,et al.  Observable indicators of the sensitivity of PM2.5 nitrate to emission reductions—Part I: Derivation of the adjusted gas ratio and applicability at regulatory-relevant time scales , 2008 .

[39]  Hsin Min Wong,et al.  Public health, climate, and economic impacts of desulfurizing jet fuel. , 2012, Environmental science & technology.

[40]  David M. Diez,et al.  Statistical approaches for identifying air pollutant mixtures associated with aircraft departures at Los Angeles International Airport. , 2012, Environmental science & technology.

[41]  J. Seinfeld,et al.  Atmospheric Chemistry and Physics: From Air Pollution to Climate Change , 1997 .

[42]  Steven R.H. Barrett,et al.  Air pollution and early deaths in the United States. Part II: Attribution of PM2.5 exposure to emissions species, time, location and sector , 2014 .

[43]  Marc E.J. Stettler,et al.  Rapid estimation of global civil aviation emissions with uncertainty quantification , 2013 .

[44]  Gregg G. Fleming,et al.  Analysis of Departure and Arrival Profiles Using Real-Time Aircraft Data , 2009 .

[45]  Steven R H Barrett,et al.  Global mortality attributable to aircraft cruise emissions. , 2010, Environmental science & technology.

[46]  Michael Brauer,et al.  Response of global particulate-matter-related mortality to changes in local precursor emissions. , 2015, Environmental science & technology.

[47]  Kazuhiko Ito,et al.  Long-term ozone exposure and mortality. , 2009, The New England journal of medicine.

[48]  Markus Amann,et al.  Health risks of ozone from long-range transboundary air pollution. , 2008 .

[49]  John H. Seinfeld,et al.  Inverse modeling and mapping US air quality influences of inorganic PM 2.5 precursor emissions using the adjoint of GEOS-Chem , 2008 .

[50]  Volker Gollnick,et al.  MODELING THE LIFE CYCLE COST OF JET ENGINE MAINTENANCE , 2011 .

[51]  Scott Fruin,et al.  THE LOS ANGELES INTERNATIONAL AIRPORT AS A SOURCE OF ULTRAFINE PARTICLES AND OTHER POLLUTANTS TO NEARBY COMMUNITIES , 2008 .

[52]  Saravanan Arunachalam,et al.  An assessment of Aviation’s contribution to current and future fine particulate matter in the United States , 2011 .

[53]  Tasos Nikoleris,et al.  Detailed estimation of fuel consumption and emissions during aircraft taxi operations at Dallas/Fort Worth International Airport , 2011 .

[54]  J I Levy,et al.  Assessing the public health benefits of reduced ozone concentrations. , 2001, Environmental health perspectives.

[55]  Steven R.H. Barrett,et al.  Adjoint-based computation of U.S. nationwide ozone exposure isopleths , 2016 .

[56]  Kazuhiko Ito,et al.  Epidemiological studies of acute ozone exposures and mortality , 2001, Journal of Exposure Analysis and Environmental Epidemiology.

[57]  Marc E.J. Stettler,et al.  Global civil aviation black carbon emissions. , 2013, Environmental science & technology.

[58]  W. Stadler A survey of multicriteria optimization or the vector maximum problem, part I: 1776–1960 , 1979 .