References

References#

[1]

Edward Byers, Volker Krey, Elmar Kriegler, Keywan Riahi, Roberto Schaeffer, Jarmo Kikstra, Robin Lamboll, Zebedee Nicholls, Marit Sandstad, Chris Smith, Kaj van der Wijst, Alaa Al Khourdajie, Franck Lecocq, Joana Portugal-Pereira, Yamina Saheb, Anders Stromann, Harald Winkler, Cornelia Auer, Elina Brutschin, Matthew Gidden, Philip Hackstock, Mathijs Harmsen, Daniel Huppmann, Peter Kolp, Claire Lepault, Lewis, Jared, Giacomo Marangoni, Eduardo Müller-Casseres, Ragnhild Skeie, Michaela Werning, Katherine Calvin, Piers Forster, Celine Guivarch, Tomoko Hasegawa, Malte Meinshausen, Glen Peters, Joeri Rogelj, Bjorn Samset, Julia Steinberger, Massimo Tavoni, and Detlef van Vuuren. Ar6 scenarios database. November 2022. URL: https://doi.org/10.5281/zenodo.5886911, doi:10.5281/zenodo.5886911.

[2]

Susanne Becken, Brendan Mackey, and David S. Lee. Implications of preferential access to land and clean energy for Sustainable Aviation Fuels. Science of The Total Environment, 886:163883, August 2023. URL: https://linkinghub.elsevier.com/retrieve/pii/S0048969723025044 (visited on 2024-02-21), doi:10.1016/j.scitotenv.2023.163883.

[3]

Bastien Girod, Detlef P. van Vuuren, and Sebastiaan Deetman. Global travel within the 2 °C climate target. Energy Policy, 45:152–166, June 2012. URL: https://www.sciencedirect.com/science/article/pii/S0301421512001127 (visited on 2024-10-21), doi:10.1016/j.enpol.2012.02.008.

[4]

Phillip J. Ansell. Review of sustainable energy carriers for aviation: Benefits, challenges, and future viability. Progress in Aerospace Sciences, 141:100919, August 2023. URL: https://linkinghub.elsevier.com/retrieve/pii/S0376042123000350 (visited on 2024-02-21), doi:10.1016/j.paerosci.2023.100919.

[5]

R. S. Märkl, C. Voigt, D. Sauer, R. K. Dischl, S. Kaufmann, T. Harlaß, V. Hahn, A. Roiger, C. Weiß-Rehm, U. Burkhardt, U. Schumann, A. Marsing, M. Scheibe, A. Dörnbrack, C. Renard, M. Gauthier, P. Swann, P. Madden, D. Luff, R. Sallinen, T. Schripp, and P. Le Clercq. Powering aircraft with 100\,% sustainable aviation fuel reduces ice crystals in contrails. Atmospheric Chemistry and Physics, 24(6):3813–3837, 2024. URL: https://acp.copernicus.org/articles/24/3813/2024/, doi:10.5194/acp-24-3813-2024.

[6]

Daniel Raymer. Aircraft Design: A Conceptual Approach, Sixth Edition. American Institute of Aeronautics and Astronautics, Inc., Washington, DC, September 2018. ISBN 978-1-62410-490-9. URL: https://arc.aiaa.org/doi/book/10.2514/4.104909 (visited on 2024-12-19), doi:10.2514/4.104909.

[7]

P. Jaramillo, S. Kahn Ribeiro, P. Newman, S. Dhar, O.E. Diemuodeke, T. Kajino, D.S. Lee, S.B. Nugroho, X. Ou, A. Hammer Strømman, and J. Whitehead. Transport. In Intergovernmental Panel On Climate Change (IPCC), editor, Climate Change 2022 - Mitigation of Climate Change, chapter 10, pages 1049–1160. Cambridge University Press, 1 edition, August 2023. URL: https://www.cambridge.org/core/product/identifier/9781009157926%23c10/type/book_part (visited on 2024-11-09), doi:10.1017/9781009157926.012.

[8]

Keywan Riahi, Detlef P. van Vuuren, Elmar Kriegler, Jae Edmonds, Brian C. O’Neill, Shinichiro Fujimori, Nico Bauer, Katherine Calvin, Rob Dellink, Oliver Fricko, Wolfgang Lutz, Alexander Popp, Jesus Crespo Cuaresma, Samir Kc, Marian Leimbach, Leiwen Jiang, Tom Kram, Shilpa Rao, Johannes Emmerling, Kristie Ebi, Tomoko Hasegawa, Petr Havlik, Florian Humpenöder, Lara Aleluia Da Silva, Steve Smith, Elke Stehfest, Valentina Bosetti, Jiyong Eom, David Gernaat, Toshihiko Masui, Joeri Rogelj, Jessica Strefler, Laurent Drouet, Volker Krey, Gunnar Luderer, Mathijs Harmsen, Kiyoshi Takahashi, Lavinia Baumstark, Jonathan C. Doelman, Mikiko Kainuma, Zbigniew Klimont, Giacomo Marangoni, Hermann Lotze-Campen, Michael Obersteiner, Andrzej Tabeau, and Massimo Tavoni. The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview. Global Environmental Change, 42:153–168, January 2017. URL: https://www.sciencedirect.com/science/article/pii/S0959378016300681 (visited on 2024-10-21), doi:10.1016/j.gloenvcha.2016.05.009.

[9]

M. Sharmina, O. Y. Edelenbosch, C. Wilson, R. Freeman, D. E. H. J. Gernaat, P. Gilbert, A. Larkin, E. W. Littleton, M. Traut, D. P. van Vuuren, N. E. Vaughan, F. R. Wood, and C. Le Quéré. Decarbonising the critical sectors of aviation, shipping, road freight and industry to limit warming to 1.5–2°C. Climate Policy, 21(4):455–474, April 2021. Publisher: Taylor & Francis _eprint: https://doi.org/10.1080/14693062.2020.1831430. URL: https://doi.org/10.1080/14693062.2020.1831430 (visited on 2024-10-21), doi:10.1080/14693062.2020.1831430.

[10]

T. A. Napp, S. Few, A. Sood, D. Bernie, A. Hawkes, and A. Gambhir. The role of advanced demand-sector technologies and energy demand reduction in achieving ambitious carbon budgets. Applied Energy, 238:351–367, March 2019. URL: https://www.sciencedirect.com/science/article/pii/S0306261919300339 (visited on 2024-10-21), doi:10.1016/j.apenergy.2019.01.033.

[11]

Simone Speizer, Jay Fuhrman, Laura Aldrete Lopez, Mel George, Page Kyle, Seth Monteith, and Haewon McJeon. Integrated assessment modeling of a zero-emissions global transportation sector. Nature Communications, 15(1):4439, May 2024. Publisher: Nature Publishing Group. URL: https://www.nature.com/articles/s41467-024-48424-9 (visited on 2024-10-21), doi:10.1038/s41467-024-48424-9.

[12]

Eytan J. Adler and Joaquim R.R.A. Martins. Hydrogen-powered aircraft: Fundamental concepts, key technologies, and environmental impacts. Progress in Aerospace Sciences, 141:100922, August 2023. URL: https://linkinghub.elsevier.com/retrieve/pii/S0376042123000386 (visited on 2024-12-02), doi:10.1016/j.paerosci.2023.100922.

[13]

J. Mukhopadhaya and D. Rutherford. Performance analysis of evolutionary hydrogen-powered aircraft. January 2022. URL: https://theicct.org/publication/aviation-global-evo-hydrogen-aircraft-jan22/ (visited on 2024-07-17).

[14]

J. Mukhopadhaya. Performance Analysis of Fuel Cell Retrofit Aircraft. August 2023. URL: https://theicct.org/publication/fuel-cell-retrofit-aug23/ (visited on 2024-12-02).

[15]

J. Mukhopadhaya and B. Graver. Performance analysis of regional electric aircraft. July 2022. URL: https://theicct.org/publication/global-aviation-performance-analysis-regional-electric-aircraft-jul22/ (visited on 2024-07-17).

[16]

Volker Grewe, Arvind Gangoli Rao, Tomas Grönstedt, Carlos Xisto, Florian Linke, Joris Melkert, Jan Middel, Barbara Ohlenforst, Simon Blakey, Simon Christie, Sigrun Matthes, and Katrin Dahlmann. Evaluating the climate impact of aviation emission scenarios towards the Paris agreement including COVID-19 effects. Nature Communications, 12(1):3841, June 2021. URL: https://www.nature.com/articles/s41467-021-24091-y (visited on 2024-12-13), doi:10.1038/s41467-021-24091-y.

[17]

Jacob Eaton, Mohammad Naraghi, and James G. Boyd. Regional pathways for all-electric aircraft to reduce aviation sector greenhouse gas emissions. Applied Energy, 373:123831, November 2024. URL: https://linkinghub.elsevier.com/retrieve/pii/S0306261924012145 (visited on 2025-01-17), doi:10.1016/j.apenergy.2024.123831.

[18]

J. Hoelzen, D. Silberhorn, F. Schenke, E. Stabenow, T. Zill, A. Bensmann, and R. Hanke-Rauschenbach. H2-powered aviation – Optimized aircraft and green LH2 supply in air transport networks. Applied Energy, 380:124999, February 2025. URL: https://linkinghub.elsevier.com/retrieve/pii/S0306261924023833 (visited on 2025-01-17), doi:10.1016/j.apenergy.2024.124999.

[19]

S. Delbecq, J. Fontane, N. Gourdain, T. Planès, and F. Simatos. Sustainable aviation in the context of the Paris Agreement: A review of prospective scenarios and their technological mitigation levers. Progress in Aerospace Sciences, 141:100920, August 2023. URL: https://linkinghub.elsevier.com/retrieve/pii/S0376042123000362 (visited on 2024-07-16), doi:10.1016/j.paerosci.2023.100920.

[20]

Thomas Planès, Scott Delbecq, and Antoine Salgas. AeroMAPS: a framework for performing multidisciplinary assessment of prospective scenarios for air transport. Journal of Open Aviation Science, December 2023. URL: https://journals.open.tudelft.nl/joas/article/view/7147 (visited on 2024-02-21), doi:10.59490/joas.2023.7147.

[21]

Michelle R. Kirby and Dimitri N. Mavris. Forecasting Technology Uncertainty in Preliminary Aircraft Design. SAE Transactions, 108:1388–1399, 1999. Publisher: SAE International. URL: https://www.jstor.org/stable/44729525 (visited on 2025-06-18).

[22]

Olivier L. De Weck. Technology Roadmapping and Development: A Quantitative Approach to the Management of Technology. Springer International Publishing, Cham, 2022. ISBN 978-3-030-88345-4 978-3-030-88346-1. URL: https://link.springer.com/10.1007/978-3-030-88346-1 (visited on 2025-04-08), doi:10.1007/978-3-030-88346-1.

[23]

Eytan J. Adler and Joaquim R.R.A. Martins. Energy demand comparison for carbon-neutral flight. Progress in Aerospace Sciences, 152:101051, January 2025. URL: https://linkinghub.elsevier.com/retrieve/pii/S0376042124000770 (visited on 2024-12-13), doi:10.1016/j.paerosci.2024.101051.

[24]

Ian Costa-Alves, Nicolas Gourdain, François Gallard, and Anne Gazaix. Optimal aircraft fleet and energy mix under limited availability of resources. In 26th Conference of the International Society for Air Breathing Engines. Toulouse, France, September 2024. International Society for Air Breathing Engines (ISABE). URL: https://hal.science/hal-04735803.

[25]

D.S. Lee, D.W. Fahey, A. Skowron, M.R. Allen, U. Burkhardt, Q. Chen, S.J. Doherty, S. Freeman, P.M. Forster, J. Fuglestvedt, A. Gettelman, R.R. De León, L.L. Lim, M.T. Lund, R.J. Millar, B. Owen, J.E. Penner, G. Pitari, M.J. Prather, R. Sausen, and L.J. Wilcox. The contribution of global aviation to anthropogenic climate forcing for 2000 to 2018. Atmospheric Environment, 244:117834, January 2021. URL: https://linkinghub.elsevier.com/retrieve/pii/S1352231020305689 (visited on 2023-03-27), doi:10.1016/j.atmosenv.2020.117834.

[26]

Liam Megill, Kathrin Deck, and Volker Grewe. Alternative climate metrics to the Global Warming Potential are more suitable for assessing aviation non-CO2 effects. Communications Earth & Environment, 5(1):249, May 2024. URL: https://www.nature.com/articles/s43247-024-01423-6 (visited on 2024-12-19), doi:10.1038/s43247-024-01423-6.

[27]

William D. Nordhaus. An Optimal Transition Path for Controlling Greenhouse Gases. Science, 258(5086):1315–1319, November 1992. URL: https://www.science.org/doi/10.1126/science.258.5086.1315 (visited on 2023-09-13), doi:10.1126/science.258.5086.1315.

[28]

Lint Barrage and William Nordhaus. Policies, Projections, and the Social Cost of Carbon: Results from the DICE-2023 Model. Technical Report w31112, National Bureau of Economic Research, Cambridge, MA, April 2023. URL: http://www.nber.org/papers/w31112.pdf (visited on 2025-01-07), doi:10.3386/w31112.

[29]

K. Calvin, P. Patel, L. Clarke, G. Asrar, B. Bond-Lamberty, R. Y. Cui, A. Di Vittorio, K. Dorheim, J. Edmonds, C. Hartin, M. Hejazi, R. Horowitz, G. Iyer, P. Kyle, S. Kim, R. Link, H. McJeon, S. J. Smith, A. Snyder, S. Waldhoff, and M. Wise. Gcam v5.1: representing the linkages between energy, water, land, climate, and economic systems. Geoscientific Model Development, 12(2):677–698, 2019. URL: https://gmd.copernicus.org/articles/12/677/2019/, doi:10.5194/gmd-12-677-2019.

[30]

OS-Climate. WITNESS Overview. URL: https://www.witness4climate.org/witness-overview-3/ (visited on 2024-08-28).

[31]

Daniel Huppmann, Matthew Gidden, Oliver Fricko, Peter Kolp, Clara Orthofer, Michael Pimmer, Nikolay Kushin, Adriano Vinca, Alessio Mastrucci, Keywan Riahi, and Volker Krey. The MESSAGEix Integrated Assessment Model and the \textit ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development. Environmental Modelling & Software, 112:143–156, February 2019. URL: https://www.sciencedirect.com/science/article/pii/S1364815218302330 (visited on 2025-01-08), doi:10.1016/j.envsoft.2018.11.012.

[32]

Joint Global Change Research Institute. Cassandra model coupling framework. November 2024. original-date: 2014-12-04T15:48:06Z. URL: JGCRI/cassandra (visited on 2025-01-08).

[33]

T. Planès, S. Delbecq, V. Pommier-Budinger, and E. Bénard. Simulation and evaluation of sustainable climate trajectories for aviation. Journal of Environmental Management, 295:113079, October 2021. URL: https://www.sciencedirect.com/science/article/pii/S0301479721011415 (visited on 2024-07-17), doi:10.1016/j.jenvman.2021.113079.

[34]

Antoine Salgas, Junzi Sun, Scott Delbecq, Thomas Planès, and Gilles Lafforgue. Compilation and applications of an open-source dataset on global air traffic flows and carbon emissions. Journal of Open Aviation Science, July 2024.

[35]

Thomas Noack. Planespotters database. URL: https://www.planespotters.net/aircraft/index (visited on 2026-01-26).

[36]

Yri Amandine Kambiri, Thierry Druot, Pascal Roches, Nicolas Peteilh, Nicolas Monrolin, and Xavier Carbonneau. Energy consumption of Aircraft with new propulsion systems and storage media. In AIAA SCITECH 2024 Forum. Orlando, FL, January 2024. American Institute of Aeronautics and Astronautics. URL: https://arc.aiaa.org/doi/10.2514/6.2024-1707 (visited on 2024-05-21), doi:10.2514/6.2024-1707.

[37]

Aircraft Technology Institute (ATI). Cryogenic Hydrogen Fuel System and Storage Roadmap Report. Technical Report, Aircraft Technology Institute, 2022. URL: https://www.ati.org.uk/wp-content/uploads/2022/03/FZO-PPN-COM-0027-Cryogenic-Hydrogen-Fuel-System-and-Storage-Roadmap-Report.pdf.

[38]

C. Mourouzidis, G. Singh, X. Sun, J. Huete, D. Nalianda, T. Nikolaidis, V. Sethi, A. Rolt, E. Goodger, and P. Pilidis. Abating CO$_\textrm 2$ and non-CO$_\textrm 2$ emissions with hydrogen propulsion. The Aeronautical Journal, 128(1325):1576–1593, July 2024. URL: https://www.cambridge.org/core/product/identifier/S0001924024000204/type/journal_article (visited on 2024-12-05), doi:10.1017/aer.2024.20.

[39]

Liang Jing, Hassan M. El-Houjeiri, Jean-Christophe Monfort, James Littlefield, Amjaad Al-Qahtani, Yash Dixit, Raymond L. Speth, Adam R. Brandt, Mohammad S. Masnadi, Heather L. MacLean, William Peltier, Deborah Gordon, and Joule A. Bergerson. Understanding variability in petroleum jet fuel life cycle greenhouse gas emissions to inform aviation decarbonization. Nature Communications, 13(1):7853, December 2022. URL: https://www.nature.com/articles/s41467-022-35392-1 (visited on 2025-01-08), doi:10.1038/s41467-022-35392-1.

[40]

Ulf Neuling and Martin Kaltschmitt. Techno-economic and environmental analysis of aviation biofuels. Fuel Processing Technology, 171:54–69, 2018. URL: https://www.sciencedirect.com/science/article/pii/S0378382017307828, doi:https://doi.org/10.1016/j.fuproc.2017.09.022.

[41]

Timothy J. Wallington, Maxwell Woody, Geoffrey M. Lewis, Gregory A. Keoleian, Eytan J. Adler, Joaquim R.R.A. Martins, and Matthew D. Collette. Green hydrogen pathways, energy efficiencies, and intensities for ground, air, and marine transportation. Joule, 8(8):2190–2207, August 2024. URL: https://linkinghub.elsevier.com/retrieve/pii/S2542435124003416 (visited on 2024-12-05), doi:10.1016/j.joule.2024.07.012.

[42]

Sebastian Drünert, Ulf Neuling, Tjerk Zitscher, and Martin Kaltschmitt. Power-to-Liquid fuels for aviation – Processes, resources and supply potential under German conditions. Applied Energy, 277:115578, November 2020. URL: https://linkinghub.elsevier.com/retrieve/pii/S0306261920310904 (visited on 2025-01-17), doi:10.1016/j.apenergy.2020.115578.

[43]

Fan Yang and Yuan Yao. Sustainable aviation fuel pathways: Emissions, costs and uncertainty. Resources, Conservation and Recycling, 215:108124, April 2025. URL: https://linkinghub.elsevier.com/retrieve/pii/S0921344925000035 (visited on 2025-09-05), doi:10.1016/j.resconrec.2025.108124.

[44]

Antoine Salgas, Thomas Planès, Scott Delbecq, Florian Simatos, and Gilles Lafforgue. Cost estimation of the use of low-carbon fuels in prospective scenarios for air transport. In AIAA SCITECH 2023 Forum. National Harbor, MD & Online, January 2023. American Institute of Aeronautics and Astronautics. URL: https://arc.aiaa.org/doi/10.2514/6.2023-2328 (visited on 2025-01-19), doi:10.2514/6.2023-2328.

[45]

Antoine Salgas, Gilles Lafforgue, Thomas Planès, and Scott Delbecq. Marginal Abatement Cost Curves for Aviation: Metrics and Prospective Decarbonisation Scenarios Analysis. 2024. URL: https://www.ssrn.com/abstract=4853510 (visited on 2025-01-19), doi:10.2139/ssrn.4853510.

[46]

Lynnette Dray, Andreas W. Schäfer, Carla Grobler, Christoph Falter, Florian Allroggen, Marc E. J. Stettler, and Steven R. H. Barrett. Cost and emissions pathways towards net-zero climate impacts in aviation. Nature Climate Change, 12(10):956–962, October 2022. URL: https://www.nature.com/articles/s41558-022-01485-4 (visited on 2024-12-13), doi:10.1038/s41558-022-01485-4.

[47]

Detlef P. Van Vuuren, Elke Stehfest, David E.H.J. Gernaat, Jonathan C. Doelman, Maarten Van Den Berg, Mathijs Harmsen, Harmen Sytze De Boer, Lex F. Bouwman, Vassilis Daioglou, Oreane Y. Edelenbosch, Bastien Girod, Tom Kram, Luis Lassaletta, Paul L. Lucas, Hans Van Meijl, Christoph Müller, Bas J. Van Ruijven, Sietske Van Der Sluis, and Andrzej Tabeau. Energy, land-use and greenhouse gas emissions trajectories under a green growth paradigm. Global Environmental Change, 42:237–250, January 2017. URL: https://linkinghub.elsevier.com/retrieve/pii/S095937801630067X (visited on 2024-05-22), doi:10.1016/j.gloenvcha.2016.05.008.

[48]

Oliver Fricko, Petr Havlik, Joeri Rogelj, Zbigniew Klimont, Mykola Gusti, Nils Johnson, Peter Kolp, Manfred Strubegger, Hugo Valin, Markus Amann, Tatiana Ermolieva, Nicklas Forsell, Mario Herrero, Chris Heyes, Georg Kindermann, Volker Krey, David L. McCollum, Michael Obersteiner, Shonali Pachauri, Shilpa Rao, Erwin Schmid, Wolfgang Schoepp, and Keywan Riahi. The marker quantification of the Shared Socioeconomic Pathway 2: A middle-of-the-road scenario for the 21st century. Global Environmental Change, 42:251–267, January 2017. URL: https://linkinghub.elsevier.com/retrieve/pii/S0959378016300784 (visited on 2024-05-22), doi:10.1016/j.gloenvcha.2016.06.004.

[49]

Elmar Kriegler, Nico Bauer, Alexander Popp, Florian Humpenöder, Marian Leimbach, Jessica Strefler, Lavinia Baumstark, Benjamin Leon Bodirsky, Jérôme Hilaire, David Klein, Ioanna Mouratiadou, Isabelle Weindl, Christoph Bertram, Jan-Philipp Dietrich, Gunnar Luderer, Michaja Pehl, Robert Pietzcker, Franziska Piontek, Hermann Lotze-Campen, Anne Biewald, Markus Bonsch, Anastasis Giannousakis, Ulrich Kreidenweis, Christoph Müller, Susanne Rolinski, Anselm Schultes, Jana Schwanitz, Miodrag Stevanovic, Katherine Calvin, Johannes Emmerling, Shinichiro Fujimori, and Ottmar Edenhofer. Fossil-fueled development (SSP5): An energy and resource intensive scenario for the 21st century. Global Environmental Change, 42:297–315, January 2017. URL: https://linkinghub.elsevier.com/retrieve/pii/S0959378016300711 (visited on 2024-05-22), doi:10.1016/j.gloenvcha.2016.05.015.

[50]

C. Guivarch, E. Kriegler, J. Portugal-Pereira, V. Bosetti, J. Edmonds, M. Fischedick, P. Havlík, P. Jaramillo, V. Krey, F. Lecocq, A.F.P. Lucena, M. Meinshausen, S. Mirasgedis, B. O’Neill, G.P. Peters, J. Rogelj, S. Rose, Y. Saheb, G. Strbac, A.H. Strømman, D.P. van Vuuren, N. Zhou, A. Al Khourdajie, H. Ameli, C. Auer, N. Bauer, E. Byers, M. Craig, B. Cunha, S. Frank, J.S. Fuglestvedt, M. Harmsen, A. Jenn, J. Kikstra, P. Kishimoto, R. Lamboll, J. Lefèvre, E. Masanet, D. McCollum, Z. Nicholls, A. Novikova, S. Parkinson, P. Rochedo, S. Samadi, D. Vérez, and S. Yeh. Annex III: Scenarios and Modelling Methods, pages 1841–1908. Cambridge University Press, 2023.

[51]

Donella H. Meadows and Diana Wright. Thinking in systems: a primer. Earthscan, London, 2009. ISBN 978-1-84407-725-0 978-1-84977-338-6.

[52]

John D. Sterman. Business dynamics: systems thinking and modeling for a complex world. Irwin/McGraw-Hill, Boston, nachdr. edition, 2009. ISBN 978-0-07-231135-8 978-0-07-238915-9.

[53]

Anu Vedantham and Michael Oppenheimer. Aircraft Emissions and the Global Atmosphere. Technical Report 56, Environmental Defense Fund, 1994. URL: https://repository.upenn.edu/handle/20.500.14332/38468 (visited on 2024-10-22).

[54]

Sebastian Franz, Marianna Rottoli, and Christoph Bertram. The wide range of possible aviation demand futures after the COVID-19 pandemic. Environmental Research Letters, 17(6):064009, June 2022. URL: https://iopscience.iop.org/article/10.1088/1748-9326/ac65a4 (visited on 2025-08-26), doi:10.1088/1748-9326/ac65a4.

[55]

Son Kim, Jae Edmonds, Joshua Lurz, Steven Smith, and Marshall Wise. The objects framework for integrated assessment: hybrid modeling of transportation. The Energy Journal, Hybrid Modeling:63–92, 09 2006. doi:10.2307/23297046.

[56]

The World Bank. World Bank Open Data. URL: https://data.worldbank.org (visited on 2024-04-05).

[57]

European Conference of Ministers of Transport. Managing the Fundamental Drivers of Transport Demand. OECD, March 2003. ISBN 978-92-821-1376-9 978-92-821-1377-6. URL: https://www.oecd.org/en/publications/managing-the-fundamental-drivers-of-transport-demand_9789282113776-en.html (visited on 2025-01-08), doi:10.1787/9789282113776-en.

[58]

Craig A. Gallet and Hristos Doucouliagos. The income elasticity of air travel: a meta-analysis. Annals of Tourism Research, 49:141–155, 2014. URL: https://www.sciencedirect.com/science/article/pii/S0160738314001145, doi:https://doi.org/10.1016/j.annals.2014.09.006.

[59]

Daniel Hanson, Tuba Toru Delibasi, Matteo Gatti, and Shamai Cohen. How do changes in economic activity affect air passenger traffic? the use of state-dependent income elasticities to improve aviation forecasts. Journal of Air Transport Management, 98:102147, 2022. URL: https://www.sciencedirect.com/science/article/pii/S0969699721001289, doi:https://doi.org/10.1016/j.jairtraman.2021.102147.

[60]

Baptiste Andrieu. Modelling energy dependencies : from raw materials to global health. phdthesis, Université Grenoble Alpes [2020-....], October 2023. URL: https://theses.hal.science/tel-04416040 (visited on 2024-10-21).

[61]

Martin Sommer, Joyce Dargay, and Dermot Gately. Vehicle Ownership and Income Growth, Worldwide: 1960-2030. The Energy Journal, 28:143–170, October 2007. doi:10.2307/41323125.

[62]

Candelaria Bergero, Greer Gosnell, Dolf Gielen, Seungwoo Kang, Morgan Bazilian, and Steven J. Davis. Pathways to net-zero emissions from aviation. Nature Sustainability, 6(4):404–414, April 2023. Publisher: Nature Publishing Group. URL: https://www.nature.com/articles/s41893-022-01046-9 (visited on 2025-06-18), doi:10.1038/s41893-022-01046-9.

[63]

Aircraft Technology Institute (ATI). Fuel Cells Roadmap Report. Technical Report, Aircraft Technology Institute, 2022. URL: https://www.ati.org.uk/wp-content/uploads/2022/03/FZO-PPN-COM-0033-Fuel-Cells-Roadmap-Report.pdf.

[64]

Rahul Kar, Philippe Bonnefoy, R. John Hansman, and Sgouris Sgouridis. Dynamics of Implementation of Mitigating Measures to Reduce Commercial Aviation's Environmental Impacts. In 9th AIAA Aviation Technology, Integration, and Operations Conference (ATIO), Aviation Technology, Integration, and Operations (ATIO) Conferences. American Institute of Aeronautics and Astronautics, September 2009. URL: https://arc.aiaa.org/doi/10.2514/6.2009-6935 (visited on 2025-07-03), doi:10.2514/6.2009-6935.

[65]

Scott Delbecq, Thomas Planès, Martin Delavenne, Valérie Pommier-Budinger, and Aleksandar Joksimović. Aircraft fleet models using a bottom-up approach for simulating aviation technological prospective scenarios. In 33rd Congress of the International Council of the Aeronautical Sciences. Stockholm, Sweden, September 2022. URL: https://hal.science/hal-03824184.

[66]

International Air Transport Association (IATA). Aircraft Technology Roadmap to 2050. Technical Report, International Air Transport Association, 2022. URL: https://www.iata.org/en/programs/environment/roadmaps/.

[67]

Aircraft Technology Institute (ATI). Aerodynamic Structures Roadmap Report. Technical Report, Aircraft Technology Institute, 2022. URL: https://www.ati.org.uk/wp-content/uploads/2022/03/FZO-AIR-COM-0016-Aerodynamic-Structures-Roadmap-Report.pdf.

[68]

Aircraft Technology Institute (ATI). Electrical Propulsion Systems Roadmap Report. Technical Report, Aircraft Technology Institute, 2022. URL: https://www.ati.org.uk/wp-content/uploads/2022/03/FZO-PPN-COM-0030-Electrical-Propulsion-Systems-Roadmap-Report.pdf.

[69]

James L. Felder. NASA Electric Propulsion System Studies. November 2015. NTRS Author Affiliations: NASA Glenn Research Center NTRS Meeting Information: EnergyTech 2015; 2015-11-30 to 2015-12-02; undefined NTRS Report/Patent Number: GRC-E-DAA-TN28410 NTRS Document ID: 20160009274 NTRS Research Center: Glenn Research Center (GRC). URL: https://ntrs.nasa.gov/citations/20160009274 (visited on 2024-07-17).

[70]

Kurt V. Papathakis. NASA Armstrong Flight Research Center Distributed Electric Propulsion Portfolio, and Safety and Certification Considerations. October 2017. NTRS Author Affiliations: NASA Armstrong Flight Research Center NTRS Meeting Information: EýFlight Symposium; 2017-10-05 to 2017-10-06; undefined NTRS Report/Patent Number: AFRC-E-DAA-TN46675 NTRS Document ID: 20170009874 NTRS Research Center: Armstrong Flight Research Center (AFRC). URL: https://ntrs.nasa.gov/citations/20170009874 (visited on 2024-07-17).

[71]

Andrew Woodworth. NASA’s Electric Aircraft Propulsion Research: Yesterday, Today and Tomorrow. NTRS Author Affiliations: Glenn Research Center NTRS Meeting Information: IEEE Workshop on Power Electronics for Aerospace Applications; 2023-07-18 to 2023-07-19; undefined NTRS Document ID: 20230008891 NTRS Research Center: Glenn Research Center (GRC). URL: https://ntrs.nasa.gov/citations/20230008891 (visited on 2024-07-17).

[72]

Marty K. Bradley and Christopher K. Droney. Subsonic Ultra Green Aircraft Research: Phase 2. Technical Report NF1676L-21005, NASA, April 2015. NTRS Author Affiliations: Boeing Research and Technology NTRS Document ID: 20150017039 NTRS Research Center: Langley Research Center (LaRC). URL: https://ntrs.nasa.gov/citations/20150017039 (visited on 2024-07-17).

[73]

European Union Aviation Safety Agency (EASA). EASA.E.234 - E-811 Engine \textbar EASA. URL: https://www.easa.europa.eu/en/document-library/type-certificates/engine-cs-e/easae234-e-811-engine (visited on 2024-07-17).

[74]

Jamie Beevor and Keith Alexander. Missed targets: a brief history of aviation climate targets of the early 21st century. Technical Report, Green Gumption for Possible, May 2022. URL: https://www.wearepossible.org/our-reports/missed-target-a-brief-history-of-aviation-climate-targets (visited on 2025-01-17).

[75]

Arne Seitz, Markus Nickl, Florian Troeltsch, and Kathrin Ebner. Initial Assessment of a Fuel Cell—Gas Turbine Hybrid Propulsion Concept. Aerospace, 9(2):68, February 2022. Number: 2 Publisher: Multidisciplinary Digital Publishing Institute. URL: https://www.mdpi.com/2226-4310/9/2/68 (visited on 2025-06-24), doi:10.3390/aerospace9020068.

[76]

P. Proesmans. Climate-Optimal Aircraft Design and Fleet Allocation: Evaluating the Impact of Sustainable Aviation Fuels. PhD thesis, Delft University of Technology, 2024. URL: https://resolver.tudelft.nl/uuid:295a037d-02ef-4bb9-bd4e-c6e346f0fefa (visited on 2024-12-19).

[77]

InterVISTAS Consulting. Estimating air travel demand elasticities. Technical Report, The International Air Transport Association (IATA), December 2007. URL: https://www.iata.org/en/iata-repository/publications/economic-reports/estimating-air-travel-demand-elasticities---by-intervistas/ (visited on 2025-01-17).

[78]

Lawrence Goulder and Roberton Williams. The Choice of Discount Rate for Climate Change Policy Evaluation. Technical Report w18301, National Bureau of Economic Research, Cambridge, MA, August 2012. URL: http://www.nber.org/papers/w18301.pdf (visited on 2025-01-28), doi:10.3386/w18301.

[79]

Dirk Schoenmaker and Willem Schramade. Which discount rate for sustainability? Journal of Sustainable Finance and Accounting, 3:100010, September 2024. URL: https://linkinghub.elsevier.com/retrieve/pii/S2950370124000105 (visited on 2025-01-28), doi:10.1016/j.josfa.2024.100010.

[80]

Mengdi Ji and Jianlong Wang. Review and comparison of various hydrogen production methods based on costs and life cycle impact assessment indicators. International Journal of Hydrogen Energy, 46(78):38612–38635, 2021. URL: https://www.sciencedirect.com/science/article/pii/S0360319921036697, doi:https://doi.org/10.1016/j.ijhydene.2021.09.142.

[81]

Angelica Mendoza Beltran, Brian Cox, Chris Mutel, Detlef P. Van Vuuren, David Font Vivanco, Sebastiaan Deetman, Oreane Y. Edelenbosch, Jeroen Guinée, and Arnold Tukker. When the Background Matters: Using Scenarios from Integrated Assessment Models in Prospective Life Cycle Assessment. Journal of Industrial Ecology, 24(1):64–79, February 2020. URL: https://onlinelibrary.wiley.com/doi/10.1111/jiec.12825 (visited on 2024-07-08), doi:10.1111/jiec.12825.

[82]

R. Sacchi, T. Terlouw, K. Siala, A. Dirnaichner, C. Bauer, B. Cox, C. Mutel, V. Daioglou, and G. Luderer. Prospective environmental impact assement (premise): a streamlined approach to producing databases for prospective life cycle assessment using integrated assessment models. Renewable and Sustainable Energy Reviews, 160:112311, 2022. URL: https://www.sciencedirect.com/science/article/pii/S136403212200226X, doi:https://doi.org/10.1016/j.rser.2022.112311.

[83]

Romain Sacchi, Viola Becattini, Paolo Gabrielli, Brian Cox, Alois Dirnaichner, Christian Bauer, and Marco Mazzotti. How to make climate-neutral aviation fly. Nature Communications, 14(1):3989, July 2023. Publisher: Nature Publishing Group. URL: https://www.nature.com/articles/s41467-023-39749-y (visited on 2024-10-21), doi:10.1038/s41467-023-39749-y.

[84]

Anders Bjørn, Katherine Richardson, and Michael Zwicky Hauschild. A Framework for Development and Communication of Absolute Environmental Sustainability Assessment Methods. Journal of Industrial Ecology, 23(4):838–854, 2019. _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/jiec.12820. URL: https://onlinelibrary.wiley.com/doi/abs/10.1111/jiec.12820 (visited on 2025-01-14), doi:10.1111/jiec.12820.

[85]

Anjila Wegge Hjalsted, Alexis Laurent, Martin Marchman Andersen, Karen Holm Olsen, Morten Ryberg, and Michael Hauschild. Sharing the safe operating space: Exploring ethical allocation principles to operationalize the planetary boundaries and assess absolute sustainability at individual and industrial sector levels. Journal of Industrial Ecology, 25(1):6–19, 2021. _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/jiec.13050. URL: https://onlinelibrary.wiley.com/doi/abs/10.1111/jiec.13050 (visited on 2025-01-14), doi:10.1111/jiec.13050.

[86]

Bastien Païs, Alexandre Gondran, Lorie Hamelin, and Florian Simatos. Current aviation roadmaps are not within planetary boundaries. November 2024. URL: https://www.researchsquare.com/article/rs-5409598/v1 (visited on 2024-12-05), doi:10.21203/rs.3.rs-5409598/v1.

[87]

L. Clarke, Y.-M. Wei, A. De La Vega Navarro, A. Garg, A.N. Hahmann, S. Khennas, I.M.L. Azevedo, A. Löschel, A.K. Singh, L. Steg, G. Strbac, and K. Wada. Energy systems. In Intergovernmental Panel On Climate Change (IPCC), editor, Climate Change 2022 - Mitigation of Climate Change, chapter 6, pages 1049–1160. Cambridge University Press, 1 edition, August 2023. URL: https://www.cambridge.org/core/product/identifier/9781009157926%23c6/type/book_part (visited on 2024-11-29), doi:10.1017/9781009157926.008.

[88]

IEA. Share of oil final consumption by sector, 2019 – Charts – Data & Statistics. 2021. URL: https://www.iea.org/data-and-statistics/charts/share-of-oil-final-consumption-by-sector-2019 (visited on 2024-07-18).

[89]

Robin D. Lamboll, Zebedee R. J. Nicholls, Christopher J. Smith, Jarmo S. Kikstra, Edward Byers, and Joeri Rogelj. Assessing the size and uncertainty of remaining carbon budgets. Nature Climate Change, 13(12):1360–1367, December 2023. Publisher: Nature Publishing Group. URL: https://www.nature.com/articles/s41558-023-01848-5 (visited on 2024-07-24), doi:10.1038/s41558-023-01848-5.

[90]

ATAG. Powering global economic growth, employment, trade links, tourism and support for sustainable development through air transport. Technical Report, Aviation Benefits Beyond Borders, 2024. URL: https://aviationbenefits.org/media/xfmorflq/abbb2024_full-report.pdf.

[91]

D. Kraft. A Software Package for Sequential Quadratic Programming. Deutsche Forschungs- und Versuchsanstalt für Luft- und Raumfahrt Köln: Forschungsbericht. Wiss. Berichtswesen d. DFVLR, 1988. URL: https://degenerateconic.com/uploads/2018/03/DFVLR_FB_88_28.pdf.

[92]

Mathieu Blondel and Vincent Roulet. The elements of differentiable programming. 2024. URL: https://arxiv.org/abs/2403.14606, arXiv:2403.14606.

[93]

Joaquim R. R. A. Martins and Andrew Ning. Engineering Design Optimization. Cambridge University Press, Cambridge, UK, January 2022. ISBN 9781108833417. URL: https://mdobook.github.io, doi:10.1017/9781108980647.

[94]

Francois Gallard, Charlie Vanaret, Damien Guenot, Vincent Gachelin, Rémi Lafage, Benoit Pauwels, Pierre-Jean Barjhoux, and Anne Gazaix. GEMS: A Python Library for Automation of Multidisciplinary Design Optimization Process Generation. In 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. Kissimmee, Florida, January 2018. American Institute of Aeronautics and Astronautics. URL: https://arc.aiaa.org/doi/10.2514/6.2018-0657 (visited on 2025-01-19), doi:10.2514/6.2018-0657.

[95]

James Bradbury, Roy Frostig, Peter Hawkins, Matthew James Johnson, Chris Leary, Dougal Maclaurin, George Necula, Adam Paszke, Jake VanderPlas, Skye Wanderman-Milne, and Qiao Zhang. JAX: composable transformations of Python+NumPy programs. 2018. URL: jax-ml/jax.

[96]

Ian Costa-Alves, François Gallard, Matthias De Lozzo, and Antoine Dechaume. Overview - gemseo-jax. URL: https://gemseo-jax-gemseo-dev-ab34b8978a329997ad18a32395ac187acf263c40e.gitlab.io/develop/ (visited on 2024-07-18).

[97]

Ruben E. Perez, Peter W. Jansen, and Joaquim R. R. A. Martins. pyOpt: a Python-based object-oriented framework for nonlinear constrained optimization. Structural and Multidisciplinary Optimization, 45(1):101–118, January 2012. URL: http://link.springer.com/10.1007/s00158-011-0666-3 (visited on 2025-01-29), doi:10.1007/s00158-011-0666-3.

[98]

K. Riahi, R. Schaeffer, J. Arango, K. Calvin, C. Guivarch, T. Hasegawa, K. Jiang, E. Kriegler, R. Matthews, G.P. Peters, A. Rao, S. Robertson, A.M. Sebbit, J. Steinberger, M. Tavoni, and D.P. van Vuuren. Energy systems. In Intergovernmental Panel On Climate Change (IPCC), editor, Climate Change 2022 - Mitigation of Climate Change, chapter 6, pages 1049–1160. Cambridge University Press, 1 edition, August 2023. URL: https://www.cambridge.org/core/product/identifier/9781009157926%23c6/type/book_part (visited on 2024-11-29), doi:10.1017/9781009157926.008.

[99]

Stefan Gössling and Andreas Humpe. The global scale, distribution and growth of aviation: implications for climate change. Global Environmental Change, 65:102194, 2020. URL: https://www.sciencedirect.com/science/article/pii/S0959378020307779, doi:https://doi.org/10.1016/j.gloenvcha.2020.102194.

[100]

Government of Brazil: Ports and Airports. Voa brasil: the first social inclusion program in brazilian aviation. URL: https://www.gov.br/portos-e-aeroportos/pt-br/assuntos/conheca-o-voa-brasil (visited on 2025-01-17).

[101]

Milena Büchs and Giulio Mattioli. How socially just are taxes on air travel and ‘frequent flyer levies’? Journal of Sustainable Tourism, 32(1):62–84, 2024. URL: https://doi.org/10.1080/09669582.2022.2115050, arXiv:https://doi.org/10.1080/09669582.2022.2115050, doi:10.1080/09669582.2022.2115050.

[102]

Johan Rockström, Will Steffen, Kevin Noone, Åsa Persson, F. Stuart Chapin, Eric F. Lambin, Timothy M. Lenton, Marten Scheffer, Carl Folke, Hans Joachim Schellnhuber, Björn Nykvist, Cynthia A. De Wit, Terry Hughes, Sander Van Der Leeuw, Henning Rodhe, Sverker Sörlin, Peter K. Snyder, Robert Costanza, Uno Svedin, Malin Falkenmark, Louise Karlberg, Robert W. Corell, Victoria J. Fabry, James Hansen, Brian Walker, Diana Liverman, Katherine Richardson, Paul Crutzen, and Jonathan A. Foley. A safe operating space for humanity. Nature, 461(7263):472–475, September 2009. URL: https://www.nature.com/articles/461472a (visited on 2025-01-17), doi:10.1038/461472a.

[103]

Katherine Richardson, Will Steffen, Wolfgang Lucht, Jørgen Bendtsen, Sarah E. Cornell, Jonathan F. Donges, Markus Drüke, Ingo Fetzer, Govindasamy Bala, Werner Von Bloh, Georg Feulner, Stephanie Fiedler, Dieter Gerten, Tom Gleeson, Matthias Hofmann, Willem Huiskamp, Matti Kummu, Chinchu Mohan, David Nogués-Bravo, Stefan Petri, Miina Porkka, Stefan Rahmstorf, Sibyll Schaphoff, Kirsten Thonicke, Arne Tobian, Vili Virkki, Lan Wang-Erlandsson, Lisa Weber, and Johan Rockström. Earth beyond six of nine planetary boundaries. Science Advances, 9(37):eadh2458, September 2023. URL: https://www.science.org/doi/10.1126/sciadv.adh2458 (visited on 2025-01-17), doi:10.1126/sciadv.adh2458.