Research Article
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Year 2025, Volume: 9 Issue: 3, 684 - 693
https://doi.org/10.30518/jav.1726687

Abstract

Ethical Statement

Tarafımızdan hazırlanan “Bibliometric Analysis of Sustainable Aviation Fuels Using Biblioshiny” isimli eserde halka açık ve özel izne tabii olmayan ikincil veriler kullanıldığında Etik Kurul Kararına ihtiyaç duyulmamaktadır.

References

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  • Abbas, I., Shaar, A., & El Osta, R. (2024). The pathway for achieving sustainable aviation fuel production in the Middle East and North Africa region. Environmental Progress & Sustainable Energy, 43 (3), e14395.
  • Abrantes, I., Ferreira, A. F., Silva, A., & Costa, M. (2021). Sustainable aviation fuels and imminent technologies- CO2 emissions evolution towards 2050. Journal of Cleaner Production, 313, 127937.
  • Aksoy, C., & Dursun, Ö. O. (2018). Türkiye’de sivil havacilik sektörünün gelişimine genel bir bakiş. Elektronik Sosyal Bilimler Dergisi, 17 (67), 1060-1076.
  • Arısoy, E., Özer, N., & Şad, S. N. (2024). Lisansüstü eğitimde danişman-öğrenci ilişkileri ölçeğinin türkçe formunun psikometrik özelliklerinin incelenmesi. Kalem Uluslararasi Egitim ve Insan Bilimleri Dergisi, 14 (1), 155- 182.
  • Aydın, N. (2024). Silahlı insansiz hava araçlarina ilişkin bilimsel yayinlarin bibliyometrik analizi. Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, 80, 309-331.
  • Aygün, S., Sağbaş, M., & Erdoğan, F. A. (2023). Bibliometric analysis of sustainability in civil aviation. Journal of Aviation, 7(3), 448-456.
  • Barros, C. P., & Peypoch, N. (2009). An evaluation of European airlines’ operational performance. International Journal of Production Economics, 122(2), 525-533.
  • Bielski, S. (2015). The agricultural production of biomass for energy purposes in Poland. The Journal “Agriculture and Forestry”, 61(1), 153-160.
  • Birpınar, M. E., & Dinçbaş, T. (2022). National technology initiative in line with the net-zero emission target. In M. F. Kacır (Ed.), National Technology Initiative: Social Reflections and Türkiye’s Future (pp.427-442). Türkiye Bilimler Akademisi Yayınları.
  • Bol, T., de Vaan, M., & van de Rijt, A. (2018). The Matthew effect in science funding. Proceedings of the National Academy of Sciences, 115(19), 4887-4890.
  • Bornmann, L., & Daniel, H. (2008). What do citation counts measure? A review of studies on citing behavior. Journal of Documentation, 64(1), 45-80.
  • Broadus, R. N. (1987). Toward a definition of “bibliometrics”. Scientometrics, 12(5), 373-379.
  • Chai, J., Zhang, Z.-Y., Wang, S.-Y., Lai, K. K., & Liu, J. (2014). Aviation fuel demand development in China. Energy Economics, 46, 224-235.
  • Chisti, Y. (2013). Constraints to commercialization of algal fuels. Journal of Biotechnology, 167 (3), 201-214.
  • Çizmecioğlu, S., Boz, E., & Çalık, A. (2023). Vakıf üniversitelerinin akademik performans analizi için yeni bir bütünleşik ÇKKV çerçevesi. International Journal of Engineering Research and Development, 15(1), 24-39.
  • Daswito, R., Besral, B., & Ilmaskal, R. (2023). Analysis using R Software: A big opportunity for epidemiology and public health data analysis. Journal of Health Sciences and Epidemiology, 1(1), 1-5.
  • Dodd, H. (2023). Sustainable aviation fuel. https://atag.org/industry-topics/sustainable-aviation-fuel (Access to May, 05, 2025)
  • Doganis, R. (2019). Flying Off Course: Airline Economics and Marketing. Routledge.
  • Dube, K., Nhamo, G., & Chikodzi, D. (2021). COVID-19 pandemic and prospects for recovery of the global aviation industry. Journal of Air Transport Management, 92, 102022.
  • Erdem, U. (2023). Türkiye Hava Ulaşım Ağı’nın (THUA) değişiminin modellenmesi: Dinamik mekânsal- karmaşik ağ yaklaşimi. Ege Coğrafya Dergisi, 32(1), 173-193.
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  • Godemann, J., Moon, J., Bebbington, J., & Herzig, C. (2015). Higher education and sustainable development exploring possibilities for organisational change. Accounting, Auditing & Accountability Journal, 27 (2), 218- 233.
  • Guleria, D., & Kaur, G. (2021). Bibliometric analysis of ecopreneurship using VOSviewer and RStudio Bibliometrix, 1989–2019. Library Hi Tech, 39(4), 1001-1024.
  • Gürpınar, E., & Aydoğmuş, Ö. H. (2022). Kamu mali olarak bilginin sinirlari: Örtük bilgiye stratejik bir yaklaşim. Yaşar Üniversitesi E-Dergisi, 17(65), 173-188.
  • Hannes Gauch, T. L. (2025). Aviation. IEA. https://www.iea.org/energy-system/transport/aviation (Access to May, 05, 2025)
  • Hari, T. K., Yaakob, Z., & Binitha, N. N. (2015). Aviation biofuel from renewable resources: Routes, opportunities and challenges. Renewable & Sustainable Energy Reviews, 42, 1234-1244.
  • Heyne, J., Rauch, B., Clercq, P. L., & Colket, M. (2021). Sustainable aviation fuel prescreening tools and procedures. Fuel, 290, 1-8.
  • Hottes, A. K., Blumenthal, M. S., Mondschein, J., Sargent, M., & Wesson, C. (2023). International basic research collaboration at the U.S. Department of Defense: An overview. https://www.rand.org/pubs/research_reports/RRA1579-1.html (Access to May, 05, 2025)
  • Hunt, K. (2023). Fueling the Future of Aviation | ASTM. https://www.astm.org/news/fueling-future-aviation- ja23 (Access to May, 05, 2025)
  • IATA. (2021). Our Commitment to Fly Net Zero by 2050. https://www.iata.org/en/programs/sustainability/flynetzero/ (Access to May, 05, 2025)
  • ICAO. (2017). Methodology ICAO Carbon Calculator_v10-2017. https://www.icao.int/environmental- protection/CarbonOffset/Documents/Methodology%20ICAO%20Carbon%20Calculator_v10-2017.pdf (Access to May, 05, 2025)
  • Kavak, O., Topçuoğlu, E., & Kaygın, E. (2022). Sivil havacılıkta risk yönetimine bibliyometrik bakış. Sakarya Üniversitesi İşletme Enstitüsü Dergisi, 4(2), 77-86.
  • Kousoulidou, M., & Lonza, L. (2016). Biofuels in aviation: Fuel demand and CO2 emissions evolution in Europe toward 2030. Transportation Research Part D: Transport and Environment, 46, 166-181.
  • Liu, Z., & Yang, X. (2024). Analyzing Engine Performance and Combustor Performance to Assess Sustainable Aviation Fuel Blends. Aerospace, 11 (12).
  • Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 106 (1), 213-228.
  • Moolchandani, K., Govindaraju, P., Roy, S., Crossley, W. A., & DeLaurentis, D. A. (2017). Assessing Effects of Aircraft and Fuel Technology Advancement on Select Aviation Environmental Impacts. Journal of Aircraft, 54(3), 857-869.
  • Mowery, D. C. (2012). Defense-related R&D as a model for “Grand Challenges” technology policies. Research Policy, 41(10), 1703-1715.
  • Ng, K. S., Farooq, D., & Yang, A. (2021). Global biorenewable development strategies for sustainable aviation fuel production. Renewable and Sustainable Energy Reviews, 150, 111502.
  • Nigam, P. S., & Singh, A. (2011). Production of liquid biofuels from renewable resources. Progress in Energy and Combustion Science, 37(1), 52-68.
  • Nygren, E., Aleklett, K., & Höök, M. (2009). Aviation fuel and future oil production scenarios. Energy Policy, 37(10), 4003-4010.
  • Nyoh, I. B. (2021). Communicating climate change and energy in rural Africa: A case analysis to explain how participatory communication can support transition to renewables and adoption of solar technologies in rural Africa. Public Sciences & Policies, 7(2), 183-200.
  • O’Hanlon, M. E. (2024). U.S. Defense Spending in Historical and International Context | Econofact. https://econofact.org/u-s-defense-spending-in-historical-and-international-context (Access to May, 05, 2025)
  • Özbay, G., Tüysüz, V., & Semi̇nt, S. (2024). Havacılık alaninda ön lisans ve lisans düzeyinde eğitim veren üniversiteler üzerine bir araştirma. Havacılık ve Uzay Çalışmaları Dergisi, 4(1), 22-47.
  • Öztürk, O., & Göktepe, H. (2024). Modern Havacılık Sektöründe Alternatif Enerji Kaynakları: Sürdürülebilirlik Hedeflerine Doğru Adımlar. Journal of Aerospace Science and Management, 2(1), 21-42.
  • Pulidindi, K., & Ahuja, K. (2024). Sustainable Aviation Fuel Market Size, Share & Outlook – 2034. Global Market Insights Inc. https://www.gminsights.com/industry-analysis/sustainable-aviation-fuel-market (Access to May, 05, 2025)
  • Ridjan, I., Mathiesen, B. V., & Connolly, D. (2016). Terminology used for renewable liquid and gaseous fuels based on the conversion of electricity: A review. Journal of Cleaner Production, 112, 3709-3720.
  • Sacchi, R., Becattini, V., Gabrielli, P., Cox, B., Dirnaichner, A., Bauer, C., & Mazzotti, M. (2023). How to make climate-neutral aviation fly. Nature Communications, 14(1), 3989.
  • Schmidt, P., Batteiger, V., Roth, A., Weindorf, W., & Raksha, T. (2018). Power‐to‐Liquids as Renewable Fuel Option for Aviation: A Review. Chemie Ingenieur Technik, 90(1-2), 127-140.
  • Sims, R. E. H., Mabee, W., Saddler, J. N., & Taylor, M. (2010). An overview of second generation biofuel technologies. Bioresource Technology, 101 (6) 1570-1580.
  • Souza, R. C. U., González-Quiñonez, L. A., Reyna-Tenorio, L. J., Salgado-Ortiz, P. J., & Chere-Quiñónez, B. F. (2024). Renewable energy development and employment in Ecuador’s rural sector: An economic impact analysis. International Journal of Energy Economics and Policy, 14(1), Article 1.
  • Sun, X., Wandelt, S., & Zhang, A. (2020). How did COVID-19 impact air transportation? A first peek through the lens of complex networks. Journal of Air Transport Management, 89, 101928.
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Bibliometric Analysis of Sustainable Aviation Fuels Using Biblioshiny

Year 2025, Volume: 9 Issue: 3, 684 - 693
https://doi.org/10.30518/jav.1726687

Abstract

With the liberalization of the air transport sector and the positive impact of globalization, aviation activities are experiencing rapid growth. The growth in the aviation sector is not limited to passenger transportation, but also extends to air cargo transportation. While the sector offers numerous opportunities for economic development, it also brings various negative impacts, including high levels of carbon emissions and noise pollution. To reduce carbon emissions, businesses and authorized institutions have developed various projects, and the use of sustainable aviation fuels (SAF) is crucial in these initiatives. Although numerous studies are available in the literature, it is evident that insufficient studies are compiling the current status and future potential of sustainable aviation fuels. In this study, 480 scientific studies from the Web of Science database were examined, and 403 relevant scientific publications were systematically analyzed using a bibliometric analysis method in the Biblioshiny program. The analysis, data collection, and analysis processes, along with the findings obtained, are presented through visualizations. The fact that the words “emission” and “energy” are used 46 times each, and the word “airplane” is used 40 times, in the studies demonstrates the multidimensionality of the subject. According to the analysis, it is believed that SAF production has not yet reached the desired level, but is expected to become more effective in the future.

Ethical Statement

In the work titled “Bibliometric Analysis of Sustainable Aviation Fuels Using Biblioshiny” prepared by us, there is no need for an Ethics Committee Decision when secondary data that are not subject to public and special permission are used.

References

  • Abad-Segura, E., González-Zamar, M.-D., Infante-Moro, J. C., & Ruipérez García, G. (2020). Sustainable Management of Digital Transformation in Higher Education: Global Research Trends. Sustainability, 12(5), Article 5.
  • Abbas, I., Shaar, A., & El Osta, R. (2024). The pathway for achieving sustainable aviation fuel production in the Middle East and North Africa region. Environmental Progress & Sustainable Energy, 43 (3), e14395.
  • Abrantes, I., Ferreira, A. F., Silva, A., & Costa, M. (2021). Sustainable aviation fuels and imminent technologies- CO2 emissions evolution towards 2050. Journal of Cleaner Production, 313, 127937.
  • Aksoy, C., & Dursun, Ö. O. (2018). Türkiye’de sivil havacilik sektörünün gelişimine genel bir bakiş. Elektronik Sosyal Bilimler Dergisi, 17 (67), 1060-1076.
  • Arısoy, E., Özer, N., & Şad, S. N. (2024). Lisansüstü eğitimde danişman-öğrenci ilişkileri ölçeğinin türkçe formunun psikometrik özelliklerinin incelenmesi. Kalem Uluslararasi Egitim ve Insan Bilimleri Dergisi, 14 (1), 155- 182.
  • Aydın, N. (2024). Silahlı insansiz hava araçlarina ilişkin bilimsel yayinlarin bibliyometrik analizi. Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, 80, 309-331.
  • Aygün, S., Sağbaş, M., & Erdoğan, F. A. (2023). Bibliometric analysis of sustainability in civil aviation. Journal of Aviation, 7(3), 448-456.
  • Barros, C. P., & Peypoch, N. (2009). An evaluation of European airlines’ operational performance. International Journal of Production Economics, 122(2), 525-533.
  • Bielski, S. (2015). The agricultural production of biomass for energy purposes in Poland. The Journal “Agriculture and Forestry”, 61(1), 153-160.
  • Birpınar, M. E., & Dinçbaş, T. (2022). National technology initiative in line with the net-zero emission target. In M. F. Kacır (Ed.), National Technology Initiative: Social Reflections and Türkiye’s Future (pp.427-442). Türkiye Bilimler Akademisi Yayınları.
  • Bol, T., de Vaan, M., & van de Rijt, A. (2018). The Matthew effect in science funding. Proceedings of the National Academy of Sciences, 115(19), 4887-4890.
  • Bornmann, L., & Daniel, H. (2008). What do citation counts measure? A review of studies on citing behavior. Journal of Documentation, 64(1), 45-80.
  • Broadus, R. N. (1987). Toward a definition of “bibliometrics”. Scientometrics, 12(5), 373-379.
  • Chai, J., Zhang, Z.-Y., Wang, S.-Y., Lai, K. K., & Liu, J. (2014). Aviation fuel demand development in China. Energy Economics, 46, 224-235.
  • Chisti, Y. (2013). Constraints to commercialization of algal fuels. Journal of Biotechnology, 167 (3), 201-214.
  • Çizmecioğlu, S., Boz, E., & Çalık, A. (2023). Vakıf üniversitelerinin akademik performans analizi için yeni bir bütünleşik ÇKKV çerçevesi. International Journal of Engineering Research and Development, 15(1), 24-39.
  • Daswito, R., Besral, B., & Ilmaskal, R. (2023). Analysis using R Software: A big opportunity for epidemiology and public health data analysis. Journal of Health Sciences and Epidemiology, 1(1), 1-5.
  • Dodd, H. (2023). Sustainable aviation fuel. https://atag.org/industry-topics/sustainable-aviation-fuel (Access to May, 05, 2025)
  • Doganis, R. (2019). Flying Off Course: Airline Economics and Marketing. Routledge.
  • Dube, K., Nhamo, G., & Chikodzi, D. (2021). COVID-19 pandemic and prospects for recovery of the global aviation industry. Journal of Air Transport Management, 92, 102022.
  • Erdem, U. (2023). Türkiye Hava Ulaşım Ağı’nın (THUA) değişiminin modellenmesi: Dinamik mekânsal- karmaşik ağ yaklaşimi. Ege Coğrafya Dergisi, 32(1), 173-193.
  • Eskişehir Teknik Üniversitesi (2025). https://eskisehir.edu.tr/tr/Haber/Detay/eskisehir-teknik-universitesi-ile- mytechnic-arasinda-is-birligi-gelisiyor (Access to May, 05, 2025)
  • Gasparyan, A. Y., Yessirkepov, M., Duisenova, A., Trukhachev, V. I., Kostyukova, E. I., & Kitas, G. D. (2018). Researcher and author impact metrics: Variety, value, and context. Journal of Korean Medical Science, 33(18), 1-16.
  • Godemann, J., Moon, J., Bebbington, J., & Herzig, C. (2015). Higher education and sustainable development exploring possibilities for organisational change. Accounting, Auditing & Accountability Journal, 27 (2), 218- 233.
  • Guleria, D., & Kaur, G. (2021). Bibliometric analysis of ecopreneurship using VOSviewer and RStudio Bibliometrix, 1989–2019. Library Hi Tech, 39(4), 1001-1024.
  • Gürpınar, E., & Aydoğmuş, Ö. H. (2022). Kamu mali olarak bilginin sinirlari: Örtük bilgiye stratejik bir yaklaşim. Yaşar Üniversitesi E-Dergisi, 17(65), 173-188.
  • Hannes Gauch, T. L. (2025). Aviation. IEA. https://www.iea.org/energy-system/transport/aviation (Access to May, 05, 2025)
  • Hari, T. K., Yaakob, Z., & Binitha, N. N. (2015). Aviation biofuel from renewable resources: Routes, opportunities and challenges. Renewable & Sustainable Energy Reviews, 42, 1234-1244.
  • Heyne, J., Rauch, B., Clercq, P. L., & Colket, M. (2021). Sustainable aviation fuel prescreening tools and procedures. Fuel, 290, 1-8.
  • Hottes, A. K., Blumenthal, M. S., Mondschein, J., Sargent, M., & Wesson, C. (2023). International basic research collaboration at the U.S. Department of Defense: An overview. https://www.rand.org/pubs/research_reports/RRA1579-1.html (Access to May, 05, 2025)
  • Hunt, K. (2023). Fueling the Future of Aviation | ASTM. https://www.astm.org/news/fueling-future-aviation- ja23 (Access to May, 05, 2025)
  • IATA. (2021). Our Commitment to Fly Net Zero by 2050. https://www.iata.org/en/programs/sustainability/flynetzero/ (Access to May, 05, 2025)
  • ICAO. (2017). Methodology ICAO Carbon Calculator_v10-2017. https://www.icao.int/environmental- protection/CarbonOffset/Documents/Methodology%20ICAO%20Carbon%20Calculator_v10-2017.pdf (Access to May, 05, 2025)
  • Kavak, O., Topçuoğlu, E., & Kaygın, E. (2022). Sivil havacılıkta risk yönetimine bibliyometrik bakış. Sakarya Üniversitesi İşletme Enstitüsü Dergisi, 4(2), 77-86.
  • Kousoulidou, M., & Lonza, L. (2016). Biofuels in aviation: Fuel demand and CO2 emissions evolution in Europe toward 2030. Transportation Research Part D: Transport and Environment, 46, 166-181.
  • Liu, Z., & Yang, X. (2024). Analyzing Engine Performance and Combustor Performance to Assess Sustainable Aviation Fuel Blends. Aerospace, 11 (12).
  • Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 106 (1), 213-228.
  • Moolchandani, K., Govindaraju, P., Roy, S., Crossley, W. A., & DeLaurentis, D. A. (2017). Assessing Effects of Aircraft and Fuel Technology Advancement on Select Aviation Environmental Impacts. Journal of Aircraft, 54(3), 857-869.
  • Mowery, D. C. (2012). Defense-related R&D as a model for “Grand Challenges” technology policies. Research Policy, 41(10), 1703-1715.
  • Ng, K. S., Farooq, D., & Yang, A. (2021). Global biorenewable development strategies for sustainable aviation fuel production. Renewable and Sustainable Energy Reviews, 150, 111502.
  • Nigam, P. S., & Singh, A. (2011). Production of liquid biofuels from renewable resources. Progress in Energy and Combustion Science, 37(1), 52-68.
  • Nygren, E., Aleklett, K., & Höök, M. (2009). Aviation fuel and future oil production scenarios. Energy Policy, 37(10), 4003-4010.
  • Nyoh, I. B. (2021). Communicating climate change and energy in rural Africa: A case analysis to explain how participatory communication can support transition to renewables and adoption of solar technologies in rural Africa. Public Sciences & Policies, 7(2), 183-200.
  • O’Hanlon, M. E. (2024). U.S. Defense Spending in Historical and International Context | Econofact. https://econofact.org/u-s-defense-spending-in-historical-and-international-context (Access to May, 05, 2025)
  • Özbay, G., Tüysüz, V., & Semi̇nt, S. (2024). Havacılık alaninda ön lisans ve lisans düzeyinde eğitim veren üniversiteler üzerine bir araştirma. Havacılık ve Uzay Çalışmaları Dergisi, 4(1), 22-47.
  • Öztürk, O., & Göktepe, H. (2024). Modern Havacılık Sektöründe Alternatif Enerji Kaynakları: Sürdürülebilirlik Hedeflerine Doğru Adımlar. Journal of Aerospace Science and Management, 2(1), 21-42.
  • Pulidindi, K., & Ahuja, K. (2024). Sustainable Aviation Fuel Market Size, Share & Outlook – 2034. Global Market Insights Inc. https://www.gminsights.com/industry-analysis/sustainable-aviation-fuel-market (Access to May, 05, 2025)
  • Ridjan, I., Mathiesen, B. V., & Connolly, D. (2016). Terminology used for renewable liquid and gaseous fuels based on the conversion of electricity: A review. Journal of Cleaner Production, 112, 3709-3720.
  • Sacchi, R., Becattini, V., Gabrielli, P., Cox, B., Dirnaichner, A., Bauer, C., & Mazzotti, M. (2023). How to make climate-neutral aviation fly. Nature Communications, 14(1), 3989.
  • Schmidt, P., Batteiger, V., Roth, A., Weindorf, W., & Raksha, T. (2018). Power‐to‐Liquids as Renewable Fuel Option for Aviation: A Review. Chemie Ingenieur Technik, 90(1-2), 127-140.
  • Sims, R. E. H., Mabee, W., Saddler, J. N., & Taylor, M. (2010). An overview of second generation biofuel technologies. Bioresource Technology, 101 (6) 1570-1580.
  • Souza, R. C. U., González-Quiñonez, L. A., Reyna-Tenorio, L. J., Salgado-Ortiz, P. J., & Chere-Quiñónez, B. F. (2024). Renewable energy development and employment in Ecuador’s rural sector: An economic impact analysis. International Journal of Energy Economics and Policy, 14(1), Article 1.
  • Sun, X., Wandelt, S., & Zhang, A. (2020). How did COVID-19 impact air transportation? A first peek through the lens of complex networks. Journal of Air Transport Management, 89, 101928.
  • Sustainable Aviation Fuel. (2024). https://www.iairgroup.com/sustainability/sustainable-aviation-fuel/ (Access to May, 05, 2025)
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There are 67 citations in total.

Details

Primary Language English
Subjects Air Transportation and Freight Services
Journal Section Research Articles
Authors

Vurgun Topçuoğlu 0009-0005-3727-1431

Mevlüt Üzülmez 0000-0002-4606-7468

Early Pub Date October 10, 2025
Publication Date October 15, 2025
Submission Date June 24, 2025
Acceptance Date August 7, 2025
Published in Issue Year 2025 Volume: 9 Issue: 3

Cite

APA Topçuoğlu, V., & Üzülmez, M. (2025). Bibliometric Analysis of Sustainable Aviation Fuels Using Biblioshiny. Journal of Aviation, 9(3), 684-693. https://doi.org/10.30518/jav.1726687

Journal of Aviation - JAV 


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