Risk identification and gap analysis for improvement of sustainable aviation fuel: a systematic literature review

DOI: https://doi.org/10.3846/aviation.2026.25943

Abstract

The development process of sustainable aviation fuel is observed by economic, technological, and regulatory uncertainties. Therefore, risk identification is essential for comprehending existing barriers and developing feasible strategies. Further, given the diversity in literature, specifying gaps is necessary to determine research orientations and identify priority areas for future research. These two approaches ensure a more comprehensive and target-oriented assessment of research in the field. In this mind, this paper aims to identify the main themes and primary topics, the risks discussed, and the overlooked matters related to Sustainable Aviation Fuel (SAF). A systematic literature review is employed to synthesize relevant papers. The identification process yielded 135 records from WoS and Scopus, which were eventually narrowed down to 14 studies after exclusions. Production and economic subjects are the most common topics discussed on SAF. The academics highlighted the risks regarding financial and natural resources, yet landlessness has not been sufficiently discussed. In addition, the emission-reducing efforts lack holism, and many significant questions remain unanswered. This paper presents a distinctive synthesis of the themes and risks in studies on SAF and highlights some overlooked issues. It is believed that future studies should address the unresolved questions stated to propel green aviation forward.

Keywords:

aviation, sustainable aviation fuel, net zero target, risk management, systematic literature review

How to Cite

İnce, F., & Küçük Yilmaz, A. (2026). Risk identification and gap analysis for improvement of sustainable aviation fuel: a systematic literature review. Aviation, 30(1), 84–96. https://doi.org/10.3846/aviation.2026.25943

Share

Published in Issue
March 23, 2026
Abstract Views
84

References

Afonso, F., Sohst, M., Diogo, C. M. A., Rodrigues, S. S., Ferreira, A., Ribeiro, I., Marques, R., Rego, F. F. C., Sohouli, A., Portugal-Pereira, J., Policarpo, H., Soares, B., Ferreira, B., Fernandes, E. C., Lau, F., & Suleman, A. (2023). Strategies towards a more sustainable aviation: A systematic review. Progress in Aerospace Sciences, 137, Article 100878. https://doi.org/10.1016/j.paerosci.2022.100878

Ahmad, S., & Xu, B. (2021). A cognitive mapping approach to analyse stakeholders’ perspectives on sustainable aviation fuels. Transportation Research Part D: Transport and Environment, 100, Article 103076. https://doi.org/10.1016/j.trd.2021.103076

Ahmad, S., Ouenniche, J., Kolosz, B. W., Greening, P., Andresen, J. M., Maroto-Valer, M. M., & Xu, B. (2021). A stakeholders’ participatory approach to multi-criteria assessment of sustainable aviation fuels production pathways. International Journal of Production Economics, 238, Article 108156. https://doi.org/10.1016/j.ijpe.2021.108156

Alam, A., Masum, M. F. H., & Dwivedi, P. (2021). Break-even price and carbon emissions of carinata-based sustainable aviation fuel production in the Southeastern United States. Global Change Biology Bioenergy, 13(11), 1800–1813. https://doi.org/10.1111/gcbb.12888

Amicarelli, V., Lagioia, G., Patruno, A., Grosu, R. M., & Bux, C. (2021). Enhancing the sustainability of the aviation industry: Airlines’ commitment to “Green” practices. Amfiteatru Economic, 23(15), 934–947. https://doi.org/10.24818/EA/2021/S15/934

Babuder, D., Lapko, Y., Trucco, P., & Taghavi, R. (2024). Impact of emerging sustainable aircraft technologies on the existing operating ecosystem. Journal of Air Transport Management, 115, Article 102524. https://doi.org/10.1016/j.jairtraman.2023.102524

Baidoo, M. F., Adjei, E. A., Opoku, R., & Aidam, G. S. K. (2022). Rubber seed oil: Potential feedstock for aviation biofuel production. Scientific African, 17, Article e01393. https://doi.org/10.1016/j.sciaf.2022.e01393

Banomyong, R., Varadejsatitwong, P., & Oloruntoba, R. (2019). A systematic review of humanitarian operations, humanitarian logistics and humanitarian supply chain performance literature 2005 to 2016. Annals of Operations Research, 283(1–2), 71–86. https://doi.org/10.1007/s10479-017-2549-5

Batten, R., Galant, O., Karanjikar, M., & Spatari, S. (2023). Meeting sustainable aviation fuel policy targets through first generation corn biorefineries. Fuel, 333, Article 126294. https://doi.org/10.1016/j.fuel.2022.126294

Bergero, C., Gosnell, G., Gielen, D., Kang, S., Bazilian, M., & Davis, S. J. (2023). Pathways to net-zero emissions from aviation. Nature Sustainability, 6, 404–414. https://doi.org/10.1038/s41893-022-01046-9

Bian, H., Jiang, M., & Qian, J. (2023). The investigation of constraints in implementing robust AI colorectal polyp detection for sustainable healthcare system. PLoS ONE, 18(7), Article e0288376. https://doi.org/10.1371/journal.pone.0288376

Capaz, R. S., Guida, E., Seabra, J. E. A., Osseweijer, P., & Posada, J. A. (2021). Mitigating carbon emissions through sustainable aviation fuels: costs and potential. Biofuels, Bioproducts and Biorefining, 15(2), 502–524. https://doi.org/10.1002/bbb.2168

Carlson, N. A., Talmadge, M. S., Singh, A., Tao, L., & Davis, R. (2023). Economic impact and risk analysis of integrating sustainable aviation fuels into refineries. Frontiers in Energy Research, 11. https://doi.org/10.3389/fenrg.2023.1223874

CBC. (2023). Virgin Atlantic jet making 1st transatlantic flight on low-carbon fuel. https://www.cbc.ca/news/world/virgin-atlantic-sustainable-aviation-fuel-1.7041976

Changxiong Li, D., & Merkert, R. (2023). “Door-to-door” carbon emission calculation for airlines – Its decarbonization potential and impact. Transportation Research Part D: Transport and Environment, 121, Article 103849. https://doi.org/10.1016/j.trd.2023.103849

Colelli, L., Segneri, V., Bassano, C., & Vilardi, G. (2023). E-fuels, technical and economic analysis of the production of synthetic kerosene precursor as sustainable aviation fuel. Energy Conversion and Management, 288, Article 117165. https://doi.org/10.1016/j.enconman.2023.117165

Collis, J., Duch, K., & Schomäcker, R. (2022). Techno-economic assessment of jet fuel production using the Fischer-Tropsch process from steel mill gas. Frontiers in Energy Research, 10. https://doi.org/10.3389/fenrg.2022.1049229

Cui, Q., & Chen, B. (2024). Cost-benefit analysis of using sustainable aviation fuels in South America. Journal of Cleaner Production, 435, Article 140556. https://doi.org/10.1016/j.jclepro.2024.140556

Degirmenci, H., Uludag, A., Ekici, S., & Karakoc, T. H. (2023a). Analyzing the hydrogen supply chain for airports: Evaluating environmental impact, cost, sustainability, viability, and safety in various scenarios for implementation. Energy Conversion and Management, 293, Article 117537. https://doi.org/10.1016/j.enconman.2023.117537

Degirmenci, H., Uludag, A., Ekici, S., & Karakoc, T. H. (2023b). Challenges, prospects and potential future orientation of hydrogen aviation and the airport hydrogen supply network: A state-of-art review. Progress in Aerospace Sciences, 141, Article 100923. https://doi.org/10.1016/j.paerosci.2023.100923

Deng, Y., Cao, K.-K., Wetzel, M., Hu, W., & Jochem, P. (2023). Carbon-neutral power system enabled e-kerosene production in Brazil in 2050. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-48559-7

Deuber, R. D. S., Bressanin, J. M., Fernandes, D. S., Guimarães, H. R., Chagas, M. F., Bonomi, A., Fregolente, L. V., & Watanabe, M. D. B. (2023). Production of sustainable aviation fuels from lignocellulosic residues in Brazil through hydrothermal liquefaction: Techno-economic and environmental assessments. Energies, 16(6), Article 2723. https://doi.org/10.3390/en16062723

Diniz, A. P. M. M., Sargeant, R., & Millar, G. J. (2018). Stochastic techno-economic analysis of the production of aviation biofuel from oilseeds. Biotechnology for Biofuels, 11(1), Article 161. https://doi.org/10.1186/s13068-018-1158-0

Dodd, T., & Yengin, D. (2021). Deadlock in sustainable aviation fuels: A multi-case analysis of agency. Transportation Research Part D: Transport and Environment, 94, Article 102799. https://doi.org/10.1016/j.trd.2021.102799

Durand, E., Lobo, P., Crayford, A., Sevcenco, Y., & Christie, S. (2021). Impact of fuel hydrogen content on non-volatile particulate matter emitted from an aircraft auxiliary power unit measured with standardised reference systems. Fuel, 287, Article 119637. https://doi.org/10.1016/j.fuel.2020.119637

Engelmann, L., Arning, K., & Ziefle, M. (2024). One step closer: Laypeople’s perception of production steps for manufacturing CO2-based jet fuel. Energy, Sustainability and Society, 14(1), Article 9. https://doi.org/10.1186/s13705-024-00441-8

European Commission. (2023). Regulation (EU) 2023/2405 of the European Parliament and of the Council of 18 October 2023 on ensuring a level playing field for sustainable air transport (ReFuelEU Aviation). EC.

Field, J. L., Zhang, Y., Marx, E., Boote, K. J., Easter, M., George, S., Hoghooghi, N., Johnston, G., Masum, F. H., Mulvaney, M. J., Paustian, K., Seepaul, R., Swan, A., Williams, S., Wright, D., & Dwivedi, P. (2022). Modeling yield, biogenic emissions, and carbon sequestration in Southeastern cropping systems with winter carinata. Frontiers in Energy Research, 10. https://doi.org/10.3389/fenrg.2022.837883

Gössling, S., & Humpe, A. (2023). Net-zero aviation: Time for a new business model? Journal of Air Transport Management, 107, Article 102353. https://doi.org/10.1016/j.jairtraman.2022.102353

Gössling, S., & Lyle, C. (2021). Transition policies for climatically sustainable aviation. Transport Reviews, 41(5), 643–658. https://doi.org/10.1080/01441647.2021.1938284

Greer, F., Rakas, J., & Horvath, A. (2020). Airports and environmental sustainability: a comprehensive review. Environmental Research Letters, 15(10), Article 103007. https://doi.org/10.1088/1748-9326/abb42a

Grim, R. G., Ravikumar, D., Tan, E. C. D., Huang, Z., Ferrell, J. R., Resch, M., Li, Z., Mevawala, C., Phillips, S. D., Snowden-Swan, L., Tao, L., & Schaidle, J. A. (2022). Electrifying the production of sustainable aviation fuel: The risks, economics, and environmental benefits of emerging pathways including CO2. Energy and Environmental Science, 15(11), 4798–4812. https://doi.org/10.1039/D2EE02439J

Grimme, W. (2023). The introduction of sustainable aviation fuels – a discussion of challenges, options and alternatives. Aerospace, 10(3), Article 218. https://doi.org/10.3390/aerospace10030218

Guarenghi, M. M., Walter, A., Seabra, J. E. A., Rocha, J. V., Vieira, N., Damame, D., & Santos, J. L. (2022). Areas available for the potential sustainable expansion of soy in Brazil: A geospatial assessment using the SAFmaps database. Remote Sensing, 14(7), Article 1628. https://doi.org/10.3390/rs14071628

Guo, X., Xia, A., Zhang, W., Huang, Y., Zhu, X., Zhu, X., & Liao, Q. (2023). Photoenzymatic decarboxylation: A promising way to produce sustainable aviation fuels and fine chemicals. Bioresource Technology, 367, Article 128232. https://doi.org/10.1016/j.biortech.2022.128232

Hamdan, S., Jouini, O., Cheaitou, A., Jemai, Z., Granberg, T. A., & Josefsson, B. (2022). Air traffic flow management under emission policies: Analyzing the impact of sustainable aviation fuel and different carbon prices. Transportation Research Part A: Policy and Practice, 166, 14–40. https://doi.org/10.1016/j.tra.2022.09.013

Hasan, M. A., Mamun, A. A., Rahman, S. M., Malik, K., Al Amran, M. I. U., Khondaker, A. N., Reshi, O., Tiwari, S. P., & Alismail, F. S. (2021). Climate change mitigation pathways for the aviation sector. Sustainability, 13(7), Article 3656. https://doi.org/10.3390/su13073656

Jie Wu, Y., Scarponi, J., Powell, A., & Jayachandran, J. (2023). Magnesium hydride slurry: A potential net-zero carbon dioxide emitting aviation fuel. Fuel, 333, Article 126232. https://doi.org/10.1016/j.fuel.2022.126232

Kania, D. D., Arubusman, D. A., Sari, M., Ikhsan, R. B., & Zaldin, S. (2023). Does ICAO’s climate change mitigation policy based on international agreements reflect global environmental justice? International Environmental Agreements: Politics, Law and Economics, 23(4), 449–466. https://doi.org/10.1007/s10784-023-09619-5

Karami, O., Dwivedi, P., Lamb, M., & Field, J. L. (2022). Economics of crop rotations with and without carinata for sustainable aviation fuel production in the SE United States. Frontiers in Energy Research, 10. https://doi.org/10.3389/fenrg.2022.830227

Khan, F. M., Khan, J. A., Assam, M., Almasoud, A. S., Abdelmaboud, A., & Hamza, M. A. M. (2022). A comparative systematic analysis of stakeholder’s identification methods in requirements elicitation. IEEE Access, 10, 30982–31011. https://doi.org/10.1109/ACCESS.2022.3152073

Khan, M. R., Khan, H. U. R., Lim, C. K., Tan, K. L., & Ahmed, M. F. (2021). Sustainable tourism policy, destination management and sustainable tourism development: A moderated-mediation model. Sustainability, 13(21), Article 12156. https://doi.org/10.3390/su132112156

Kocot, M., Kwasek, A., Mathea, G., Kandefer, K., & Soboń, D. (2024). Students’ expectations regarding the achievement of educational outcomes in terms of knowledge, practical skills, and social competencies as determinants of sustainable education. Sustainability, 16(3), Article 1263. https://doi.org/10.3390/su16031263

Koirala, N., Barker, D. J., Gesch, R. W., Mohammed, Y. A., Heller, N. J., Hard, A. W., Wells, S. S., Phippen, W. B., Tas, P., & Lindsey, A. J. (2023). Seed treatment affected establishment and yield in two pennycress lines. Frontiers in Agronomy, 5. https://doi.org/10.3389/fagro.2023.1205259

Kramer, S., Andac, G., Heyne, J., Ellsworth, J., Herzig, P., & Lewis, K. C. (2022). Perspectives on fully synthesized sustainable aviation fuels: Direction and opportunities. Frontiers in Energy Research, 9. https://doi.org/10.3389/fenrg.2021.782823

Kroyan, Y., Wojcieszyk, M., Kaario, O., & Larmi, M. (2022). Modeling the impact of sustainable aviation fuel properties on end-use performance and emissions in aircraft jet engines. Energy, 255, Article 124470. https://doi.org/10.1016/j.energy.2022.124470

Lee, D., Fahey, D., Skowron, A., Allen, Burkhardt, U., Chen, Q., Doherty, S., Freeman, S., Forster, P., Fuglestvedt, J., Gettelman, A., De León, R., Lim, L., Lund, M., Millar, R., Owen, B., Penner, J., Pitari, G., Prather, M., . . . & Wilcox, L. (2020). The contribution of global aviation to anthropogenic climate forcing for 2000 to 2018. Atmospheric Environment, 244, Article 117834. https://doi.org/10.1016/j.atmosenv.2020.117834

Liu, J., Wei, J., Feng, X., Song, M., Shi, S., Liu, S., & Liu, G. (2023). Ni/HZSM-5 catalysts for hydrodeoxygenation of polycarbonate plastic wastes into cycloalkanes for sustainable aviation fuels. Applied Catalysis B: Environmental, 338, Article 123050. https://doi.org/10.1016/j.apcatb.2023.123050

Lüdeke-Freund, F., Walmsley, D., Plath, M., Wreesmann, J., & Klein, A.-M. (2012). Sustainable plant oil production for aviation fuels: Assessment challenges and consequences for new feedstock concepts. Sustainability Accounting, Management and Policy Journal, 3(2), 186–217. https://doi.org/10.1108/20408021211282313

Martinez-Valencia, L., Camenzind, D., Wigmosta, M., Garcia-Perez, M., & Wolcott, M. (2021a). Biomass supply chain equipment for renewable fuels production: A review. Biomass and Bioenergy, 148, Article 106054. https://doi.org/10.1016/j.biombioe.2021.106054

Martinez-Valencia, L., Garcia-Perez, M., & Wolcott, M. P. (2021b). Supply chain configuration of sustainable aviation fuel: Review, challenges, and pathways for including environmental and social benefits. Renewable and Sustainable Energy Reviews, 152, Article 111680. https://doi.org/10.1016/j.rser.2021.111680

Martinez-Valencia, L., Peterson, S., Brandt, K., King, A. B., Garcia-Perez, M., & Wolcott, M. (2023). Impact of services on the supply chain configuration of sustainable aviation fuel: The case of CO2e emission reductions in the U.S. Journal of Cleaner Production, 404, Article 136934. https://doi.org/10.1016/j.jclepro.2023.136934

Masum, F. H., Coppola, E., Field, J. L., Geller, D., George, S., Miller, J. L., Mulvaney, M. J., Nana, S., Seepaul, R., Small, I. M., Wright, D., & Dwivedi, P. (2023). Supply chain optimization of sustainable aviation fuel from carinata in the Southeastern United States. Renewable and Sustainable Energy Reviews, 171, Article 113032. https://doi.org/10.1016/j.rser.2022.113032

McCollum, C. J., Ramsey, S. M., Bergtold, J. S., & Andrango, G. (2021). Estimating the supply of oilseed acreage for sustainable aviation fuel production: taking account of farmers’ willingness to adopt. Energy, Sustainability and Society, 11(1), Article 33. https://doi.org/10.1186/s13705-021-00308-2

Micheli, M., Moore, D., Bach, V., & Finkbeiner, M. (2022). Life-cycle assessment of power-to-liquid kerosene produced from renewable electricity and CO2 from direct air capture in Germany. Sustainability, 14(17), Article 10658. https://doi.org/10.3390/su141710658

Montoya Sánchez, N., Link, F., Chauhan, G., Halmenschlager, C., El-Sayed, H. E. M., Sehdev, R., Lehoux, R., & de Klerk, A. (2022). Conversion of waste to sustainable aviation fuel via Fischer–Tropsch synthesis: Front-end design decisions. Energy Science and Engineering, 10(5), 1763–1789. https://doi.org/10.1002/ese3.1072

Mousavi-Avval, S. H., Khanal, S., & Shah, A. (2023). Assessment of potential pennycress availability and suitable sites for sustainable aviation fuel refineries in Ohio. Sustainability, 15(13), Article 10589. https://doi.org/10.3390/su151310589

Murphy, H. T., O’Connell, D. A., Raison, R. J., Warden, A. C., Booth, T. H., Herr, A., Braid, A. L., Crawford, D. F., Hayward, J. A., Jovanovic, T., McIvor, J. G., O’Connor, M. H., Poole, M. L., Prestwidge, D., Raisbeck-Brown, N., & Rye, L. (2015). Biomass production for sustainable aviation fuels: A regional case study in Queensland. Renewable and Sustainable Energy Reviews, 44, 738–750. https://doi.org/10.1016/j.rser.2015.01.012

Oh, J.-H., Oldani, A., Solecki, A., & Lee, T. (2024). Learning to predict sustainable aviation fuel properties: A deep uncertainty quantification viewpoint. Fuel, 356, Article 129508. https://doi.org/10.1016/j.fuel.2023.129508

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., …& Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372. https://doi.org/10.1136/bmj.n71

Palmeros Parada, M., van der Putten, W., van der Wielen, L. A. M., Osseweijer, P., van Loosdrecht, M., Pashaei Kamali, F., & Posada, J. A. (2021). OSiD: Opening the conceptual design of biobased processes to a context-sensitive sustainability analysis. Biofuels, Bioproducts and Biorefining, 15(4), 961–972. https://doi.org/10.1002/bbb.2216

Peiffer, E. E., Heyne, J. S., & Colket, M. (2019). Sustainable aviation fuels approval streamlining: Auxiliary power unit lean blowout testing. AIAA Journal, 57(11), 4854–4862. https://doi.org/10.2514/1.J058348

Petersen, A. M., Chireshe, F., Gorgens, J. F., & Van Dyk, J. (2022). Flowsheet analysis of gasification-synthesis-refining for sustainable aviation fuel production from invasive alien plants. Energy, 245, Article 123210. https://doi.org/10.1016/j.energy.2022.123210

Pio, D. T., Vilas-Boas, A. C. M., Araújo, V. D., Rodrigues, N. F. C., & Mendes, A. (2023). Decarbonizing the aviation sector with electro sustainable aviation fuel (eSAF) from biogenic CO2 captured at pulp mills. Chemical Engineering Journal, 463, Article 142317. https://doi.org/10.1016/j.cej.2023.142317

Pranckutė, R. (2021). Web of Science (WoS) and Scopus: The titans of bibliographic information in today’s academic world. Publications, 9(1), Article 12. https://doi.org/10.3390/publications9010012

Proost, S. (2024). Looking for winning policies to address the climate issue in EU-aviation. Journal of Air Transport Management, 115, Article 102534. https://doi.org/10.1016/j.jairtraman.2023.102534

Przysowa, R., Gawron, B., Białecki, T., Łęgowik, A., Merkisz, J., & Jasiński, R. (2021). Performance and emissions of a microturbine and turbofan powered by alternative fuels. Aerospace, 8(2), Article 25. https://doi.org/10.3390/aerospace8020025

Puschnigg, S., Fazeni-Fraisl, K., Lindorfer, J., & Kienberger, T. (2023). Biorefinery development for the conversion of softwood residues into sustainable aviation fuel: Implications from life cycle assessment and energetic-exergetic analyses. Journal of Cleaner Production, 386, Article 135815. https://doi.org/10.1016/j.jclepro.2022.135815

Ram, V., & Salkuti, S. R. (2023). An overview of major synthetic fuels. Energies, 16(6), Article 2834. https://doi.org/10.3390/en16062834

Reuters. (2023). Jet2 invests in sustainable fuel plant as airlines seek to meet 2030 targets. https://www.reuters.com/business/sustainable-business/jet2-invests-sustainable-fuel-plant-airlines-seek-meet-2030-targets-2023-04-27/

Riley, K., Cook, R., Carr, E., & Manning, B. (2021). A systematic review of the impact of commercial aircraft activity on air quality near airports. City and Environment Interactions, 11, Article 100066. https://doi.org/10.1016/j.cacint.2021.100066

Rony, Z. I., Mofijur, M., Hasan, M. M., Ahmed, S. F., Almomani, F., Rasul, M. G., Jahirul, M. I., Loke Show, P., Kalam, M. A., & Mahlia, T. M. I. (2023). Unanswered issues on decarbonizing the aviation industry through the development of sustainable aviation fuel from microalgae. Fuel, 334, Article 126553. https://doi.org/10.1016/j.fuel.2022.126553

Rosales Calderon, O., Tao, L., Abdullah, Z., Moriarty, K., Smolinski, S., Milbrandt, A., Talmadge, M., Bhatt, A., Zhang, Y., Ravi, V., Skangos, C., Tan, E., & Payne, C. (2024). Sustainable aviation fuel (SAF) state-of-ındustry report: State of SAF production process. National Renewable Energy Laboratory. https://doi.org/10.2172/2426562

Roundtable on Sustainable Biomaterials. (2024). Sustainable feedstock assessment for sustainable aviation fuel production in Southeast Asia. https://rsb.org/wp-content/uploads/2024/09/rsb-sustainable-feedstock-assessment-saf-in-southeast-asia.pdf

Rupcic, L., Pierrat, E., Saavedra-Rubio, K., Thonemann, N., Ogugua, C., & Laurent, A. (2023). Environmental impacts in the civil aviation sector: Current state and guidance. Transportation Research Part D: Transport and Environment, 119, Article 103717. https://doi.org/10.1016/j.trd.2023.103717

Schillaci, C., Perego, A., Acutis, M., Botta, M., Tadiello, T., Gabbrielli, M., Barsali, T., Tozzi, F., Chiaramonti, D., & Jones, A. (2023). Assessing marginality of Camelina (C. sativa L. Crantz) in rotation with barley production in Southern Europe: A modelling approach. Agriculture, Ecosystems and Environment, 357, Article 108677. https://doi.org/10.1016/j.agee.2023.108677

Seber, G., Escobar, N., Valin, H., & Malina, R. (2022). Uncertainty in life cycle greenhouse gas emissions of sustainable aviation fuels from vegetable oils. Renewable and Sustainable Energy Reviews, 170, Article 112945. https://doi.org/10.1016/j.rser.2022.112945

Seymour, K., Held, M., Stolz, B., Georges, G., & Boulouchos, K. (2024). Future costs of power-to-liquid sustainable aviation fuels produced from hybrid solar PV-wind plants in Europe. Sustainable Energy and Fuels, 4. https://doi.org/10.1039/D3SE00978E

Shahriar, M. F., & Khanal, A. (2022). The current techno-economic, environmental, policy status and perspectives of sustainable aviation fuel (SAF). Fuel, 325, Article 124905. https://doi.org/10.1016/j.fuel.2022.124905

Shehab, M., Moshammer, K., Franke, M., & Zondervan, E. (2023). Analysis of the potential of meeting the EU’s sustainable aviation fuel targets in 2030 and 2050. Sustainability, 15(12), Article 9266. https://doi.org/10.3390/su15129266

Su-ungkavatin, P., Tiruta-Barna, L., & Hamelin, L. (2023). Biofuels, electrofuels, electric or hydrogen?: A review of current and emerging sustainable aviation systems. Progress in Energy and Combustion Science, 96, Article 101073. https://doi.org/10.1016/j.pecs.2023.101073

Trejo-Pech, C. O., Larson, J. A., English, B. C., & Edward Yu, T. (2019). Cost and profitability analysis of a prospective pennycress to sustainable aviation fuel supply chain in Southern USA. Energies, 12(16), Article 3055. https://doi.org/10.3390/en12163055

Trejo-Pech, C. O., Larson, J. A., English, B. C., & Yu, T. E. (2021). Biofuel discount rates and stochastic techno-economic analysis for a prospective pennycress (Thlaspi arvense L.) sustainable aviation fuel supply chain. Frontiers in Energy Research, 9. https://doi.org/10.3389/fenrg.2021.770479

Trinh, J., Harahap, F., Fagerström, A., & Hansson, J. (2021). What are the policy impacts on renewable jet fuel in Sweden? Energies, 14(21), Article 7194. https://doi.org/10.3390/en14217194

Ullah, K. M., & Dwivedi, P. (2022). Ascertaining land allocation decisions of farmers about the adoption of carinata as a potential crop for sustainable aviation fuel production in the Southern United States. GCB Bioenergy, 14(7), 824–839. https://doi.org/10.1111/gcbb.12945

Ullah, K. M., Masum, F. H., Field, J. L., & Dwivedi, P. (2023). Designing a GIS-based supply chain for producing carinata-based sustainable aviation fuel in Georgia, USA. Biofuels, Bioproducts and Biorefining, 17(4), 786–802. https://doi.org/10.1002/bbb.2483

Undavalli, V., Gbadamosi Olatunde, O. B., Boylu, R., Wei, C., Haeker, J., Hamilton, J., & Khandelwal, B. (2023). Recent advancements in sustainable aviation fuels. Progress in Aerospace Sciences, 136, Article 100876. https://doi.org/10.1016/j.paerosci.2022.100876

Üstündağlı Erten, E., Güzeloğlu, E. B., Ifaei, P., Khalilpour, K., Ifaei, P., & Yoo, C. K. (2024). Decoding intersectionality: A systematic review of gender and energy dynamics under the structural and situational effects of contexts. Energy Research & Social Science, 110, Article 103432. https://doi.org/10.1016/j.erss.2024.103432

Walter, A., Seabra, J., Rocha, J., Guarenghi, M., Vieira, N., Damame, D., & Santos, J. L. (2021). Spatially explicit assessment of suitable conditions for the sustainable production of aviation fuels in brazil. Land, 10(7), Article 705. https://doi.org/10.3390/land10070705

Wang, Z. J., Staples, M. D., Tyner, W. E., Zhao, X., Malina, R., Olcay, H., Allroggen, F., & Barrett, S. R. H. (2021). Quantitative policy analysis for sustainable aviation fuel production technologies. Frontiers in Energy Research, 9. https://doi.org/10.3389/fenrg.2021.751722

World Economic Forum. (2020). Clean skies for tomorrow: Sustainable aviation fuels as a pathway to net-zero aviation (Insight report). https://www3.weforum.org/docs/WEF_Clean_Skies_Tomorrow_SAF_Analytics_2020.pdf

Woodroffe, J.-D., & Harvey, B. G. (2021). Synthesis of bio-based methylcyclopentadiene from 2,5-hexanedione: a sustainable route to high energy density jet fuels. ChemSusChem, 14(1), 339–343. https://doi.org/10.1002/cssc.202002209

Xiao, Y., & Watson, M. (2019). Guidance on conducting a systematic literature review. Journal of Planning Education and Research, 39(1), 93–112. https://doi.org/10.1177/0739456X17723971

Xu, B., Ahmad, S., Charles, V., & Xuan, J. (2022). Sustainable commercial aviation: What determines air travellers’ willingness to pay more for sustainable aviation fuel? Journal of Cleaner Production, 374, Article 133990. https://doi.org/10.1016/j.jclepro.2022.133990

Yakovlieva, A., Boichenko, S., Boshkov, V., Korba, L., & Hocko, M. (2023). Experimental study of physical-chemical properties of advanced alcohol-to-jet fuels. Aviation, 27(1), 1–13. https://doi.org/10.3846/aviation.2023.18564

Yang, Z., Kosir, S., Stachler, R., Shafer, L., Anderson, C., & Heyne, J. S. (2021). A GC × GC Tier α combustor operability prescreening method for sustainable aviation fuel candidates. Fuel, 292, Article 120345. https://doi.org/10.1016/j.fuel.2021.120345

Young, S., & Plucinska, J. (2023). Virgin Atlantic jet lands after maiden transatlantic flight on low-carbon fuel. https://www.reuters.com/sustainability/virgin-atlantic-jet-lift-off-maiden-transatlantic-flight-low-carbon-fuel-2023-11-28/

Zhang, L., Butler, T. L., & Yang, B. (2020). Recent trends, opportunities and challenges of sustainable aviation fuel. In A. A. Vertès, N. Qureshi, H. P. Blaschek, & H. Yukawa (Eds.), Green energy to sustainability: Strategies for global industries (pp. 85–110). Wiley. https://doi.org/10.1002/9781119152057.ch5

Zhang, Z., Li, J., Wang, Z., Liu, H., & Wei, K. (2024). Estimating soil carbon sequestration of Jatropha for sustainable aviation fuel pathway. Water, Air, and Soil Pollution, 235(1). https://doi.org/10.1007/s11270-023-06832-5

Zhu, J., Alegre-Requena, J. V., Cherry, P., Curtis, D., Harvey, B. G., Jabed, M. A., Kim, S., McEnally, C. S., Pfefferle, L. D., & Woodroffe, J.-D. (2023). Sooting tendencies of terpenes and hydrogenated terpenes as sustainable transportation biofuels. Proceedings of the Combustion Institute, 39(1), 877–887. https://doi.org/10.1016/j.proci.2022.07.152

View article in other formats

CrossMark check

CrossMark logo

Published

2026-03-23

Issue

Section

Review

How to Cite

İnce, F., & Küçük Yilmaz, A. (2026). Risk identification and gap analysis for improvement of sustainable aviation fuel: a systematic literature review. Aviation, 30(1), 84–96. https://doi.org/10.3846/aviation.2026.25943

Share