Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0

Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Cent...

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Published in:Geoscientific Model Development
Main Authors: Yamashita, Hiroshi, Yin, Feijia, Grewe, Volker, Jöckel, Patrick, Matthes, Sigrun, Kern, Bastian, Dahlmann, Katrin, Frömming, Christine
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2020
Subjects:
Online Access:https://elib.dlr.de/138989/
https://elib.dlr.de/138989/1/gmd-13-4869-2020.pdf
https://gmd.copernicus.org/articles/13/4869/2020/
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spelling ftdlr:oai:elib.dlr.de:138989 2023-11-12T04:22:44+01:00 Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0 Yamashita, Hiroshi Yin, Feijia Grewe, Volker Jöckel, Patrick Matthes, Sigrun Kern, Bastian Dahlmann, Katrin Frömming, Christine 2020-10-12 application/pdf https://elib.dlr.de/138989/ https://elib.dlr.de/138989/1/gmd-13-4869-2020.pdf https://gmd.copernicus.org/articles/13/4869/2020/ en eng Copernicus Publications https://elib.dlr.de/138989/1/gmd-13-4869-2020.pdf Yamashita, Hiroshi und Yin, Feijia und Grewe, Volker und Jöckel, Patrick und Matthes, Sigrun und Kern, Bastian und Dahlmann, Katrin und Frömming, Christine (2020) Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0. Geoscientific Model Development, 13 (10), Seiten 4869-4890. Copernicus Publications. doi:10.5194/gmd-13-4869-2020 <https://doi.org/10.5194/gmd-13-4869-2020>. ISSN 1991-959X. cc_by Erdsystem-Modellierung Zeitschriftenbeitrag PeerReviewed 2020 ftdlr https://doi.org/10.5194/gmd-13-4869-2020 2023-10-30T00:24:07Z Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Center HAMburg general circulation model (ECHAM) and Modular Earth Submodel System (MESSy) Atmospheric Chemistry (EMAC) model, enables the evaluation of such measures. For the first version of the submodel AirTraf, we concentrated on the general setup of the model, including departure and arrival, performance and emissions, and technical aspects such as the parallelization of the aircraft trajectory calculation with only a limited set of optimization possibilities (time and distance). Here, in the second version of AirTraf, we focus on enlarging the objective functions by seven new options to enable assessing operational improvements in many more aspects including economic costs, contrail occurrence, and climate impact. We verify that the AirTraf setup, e.g., in terms of number and choice of design variables for the genetic algorithm, allows us to find solutions even with highly structured fields such as contrail occurrence. This is shown by example simulations of the new routing options, including around 100 North Atlantic flights of an Airbus A330 aircraft for a typical winter day. The results clearly show that AirTraf 2.0 can find the different families of optimum flight trajectories (three-dimensional) for specific routing options; those trajectories minimize the corresponding objective functions successfully. The minimum cost option lies between the minimum time and the minimum fuel options. Thus, aircraft operating costs are minimized by taking the best compromise between flight time and fuel use. The aircraft routings for contrail avoidance and minimum climate impact reduce the potential climate impact which is estimated by using algorithmic climate change functions, whereas these two routings increase the aircraft ... Article in Journal/Newspaper North Atlantic German Aerospace Center: elib - DLR electronic library Geoscientific Model Development 13 10 4869 4890
institution Open Polar
collection German Aerospace Center: elib - DLR electronic library
op_collection_id ftdlr
language English
topic Erdsystem-Modellierung
spellingShingle Erdsystem-Modellierung
Yamashita, Hiroshi
Yin, Feijia
Grewe, Volker
Jöckel, Patrick
Matthes, Sigrun
Kern, Bastian
Dahlmann, Katrin
Frömming, Christine
Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
topic_facet Erdsystem-Modellierung
description Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Center HAMburg general circulation model (ECHAM) and Modular Earth Submodel System (MESSy) Atmospheric Chemistry (EMAC) model, enables the evaluation of such measures. For the first version of the submodel AirTraf, we concentrated on the general setup of the model, including departure and arrival, performance and emissions, and technical aspects such as the parallelization of the aircraft trajectory calculation with only a limited set of optimization possibilities (time and distance). Here, in the second version of AirTraf, we focus on enlarging the objective functions by seven new options to enable assessing operational improvements in many more aspects including economic costs, contrail occurrence, and climate impact. We verify that the AirTraf setup, e.g., in terms of number and choice of design variables for the genetic algorithm, allows us to find solutions even with highly structured fields such as contrail occurrence. This is shown by example simulations of the new routing options, including around 100 North Atlantic flights of an Airbus A330 aircraft for a typical winter day. The results clearly show that AirTraf 2.0 can find the different families of optimum flight trajectories (three-dimensional) for specific routing options; those trajectories minimize the corresponding objective functions successfully. The minimum cost option lies between the minimum time and the minimum fuel options. Thus, aircraft operating costs are minimized by taking the best compromise between flight time and fuel use. The aircraft routings for contrail avoidance and minimum climate impact reduce the potential climate impact which is estimated by using algorithmic climate change functions, whereas these two routings increase the aircraft ...
format Article in Journal/Newspaper
author Yamashita, Hiroshi
Yin, Feijia
Grewe, Volker
Jöckel, Patrick
Matthes, Sigrun
Kern, Bastian
Dahlmann, Katrin
Frömming, Christine
author_facet Yamashita, Hiroshi
Yin, Feijia
Grewe, Volker
Jöckel, Patrick
Matthes, Sigrun
Kern, Bastian
Dahlmann, Katrin
Frömming, Christine
author_sort Yamashita, Hiroshi
title Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_short Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_full Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_fullStr Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_full_unstemmed Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_sort newly developed aircraft routing options for air traffic simulation in the chemistry–climate model emac 2.53: airtraf 2.0
publisher Copernicus Publications
publishDate 2020
url https://elib.dlr.de/138989/
https://elib.dlr.de/138989/1/gmd-13-4869-2020.pdf
https://gmd.copernicus.org/articles/13/4869/2020/
genre North Atlantic
genre_facet North Atlantic
op_relation https://elib.dlr.de/138989/1/gmd-13-4869-2020.pdf
Yamashita, Hiroshi und Yin, Feijia und Grewe, Volker und Jöckel, Patrick und Matthes, Sigrun und Kern, Bastian und Dahlmann, Katrin und Frömming, Christine (2020) Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0. Geoscientific Model Development, 13 (10), Seiten 4869-4890. Copernicus Publications. doi:10.5194/gmd-13-4869-2020 <https://doi.org/10.5194/gmd-13-4869-2020>. ISSN 1991-959X.
op_rights cc_by
op_doi https://doi.org/10.5194/gmd-13-4869-2020
container_title Geoscientific Model Development
container_volume 13
container_issue 10
container_start_page 4869
op_container_end_page 4890
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