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The Transformation of the Global Drone Ecosystem: A Systematic Assessment of Autonomy, Artificial Intelligence and Market Strategies

Yıl 2026, Cilt: 2 Sayı: 1, 56 - 73, 24.02.2026
https://izlik.org/JA82NN37SU

Öz

This study examines the historical development, technical classification, social and economic impacts, global market structure, and military-strategic applications of drone technology from a multidimensional perspective. Conducted using a systematic literature review method, the research covers approximately 70 sources from different disciplines, including engineering, sociology, political economy, security studies, and international market analysis. The findings show that drone technology has evolved from early balloon-based applications in the 19th century to today's artificial intelligence-supported platforms with high autonomy. Technical classification reveals the relationship between fixed-wing, rotary-wing and hybrid designs and energy sources, range, size and mission profiles. Social and economic analyses show that drones have strengthened the data economy, transformed the labour force structure and reshaped spatial order. A global market review points to a rapidly growing ecosystem led by the US, Israel and China, which is expected to expand further with AI-based applications. In the military segment, autonomy, swarm systems and advanced sensor technologies are shaping the operational superiority domains of the future. The study reveals that drone technology is a critical area of transformation from technical, economic, and strategic perspectives, providing a comprehensive framework for interdisciplinary research.

Kaynakça

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  • Boukoberine, M. N., Donateo, T., & Benbouzid, M. (2022). Optimized energy management strategy for hybrid fuel cell powered drones in persistent missions using real flight test data. IEEE Transactions on Energy Conversion, 37(3), 2080–2091. https://doi.org/10.1109/TEC.2022.3152351
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  • Cömert, R., Şenkal, E., & Avdan, U. (2012). İnsansız hava araçlarının kullanım alanları ve gelecekteki beklentiler. In IV. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS 2012), 16–19 Ekim 2012, Zonguldak.
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Küresel Uçangöz Ekosisteminin Dönüşümü: Otonomi, Yapay Zekâ ve Pazar Stratejileri Üzerine Sistematik Bir Değerlendirme

Yıl 2026, Cilt: 2 Sayı: 1, 56 - 73, 24.02.2026
https://izlik.org/JA82NN37SU

Öz

Bu çalışma, uçangöz (drone) teknolojisinin tarihsel gelişimi, teknik sınıflandırması, toplumsal ve ekonomik etkileri, küresel pazar yapısı ve askerî-stratejik kullanım alanlarını çok boyutlu bir perspektifle incelemektedir. Sistematik literatür taraması yöntemiyle yürütülen araştırma, mühendislik, sosyoloji, ekonomi-politik, güvenlik çalışmaları ve uluslararası pazar analizleri gibi farklı disiplinlere ait yaklaşık 70 kaynağı kapsamaktadır. Bulgular, uçangöz teknolojisinin 19. yüzyıldaki balon temelli erken uygulamalardan günümüzün yapay zekâ destekli yüksek otonomiye sahip platformlarına evrildiğini göstermektedir. Teknik sınıflandırma, sabit kanatlı, döner kanatlı ve hibrit tasarımlar ile enerji kaynağı, menzil, boyut ve görev profilleri arasındaki ilişkiyi ortaya koymaktadır. Toplumsal ve ekonomik analizler, uçangözlerin veri ekonomisini güçlendirdiğini, işgücü yapısını dönüştürdüğünü ve mekânsal düzeni yeniden şekillendirdiğini göstermektedir. Küresel pazar incelemesi, ABD, İsrail ve Çin’in liderliğinde hızla büyüyen ve yapay zekâ tabanlı uygulamalarla daha da genişlemesi beklenen bir ekosistemi işaret etmektedir. Askerî segmentte ise otonomi, sürü sistemleri ve gelişmiş sensör teknolojileri geleceğin operasyonel üstünlük alanlarını oluşturmaktadır. Çalışma, uçangöz teknolojisinin teknik, ekonomik ve stratejik açılardan kritik bir dönüşüm alanı olduğunu ortaya koyarak disiplinlerarası araştırmalar için bütüncül bir çerçeve sunmaktadır.

Kaynakça

  • Aldhanhani, M. (2025). Hybrid power drones for multipurpose applications [Doctoral dissertation, Khalifa University of Science].
  • Ali, S. S., Kaur, R., & Khan, S. (2023). Identification of innovative technology enablers and drone technology determinants adoption: A graph theory matrix analysis framework. Operations Management Research, 1–23. https://doi.org/10.1007/s12063-023-00346-3
  • Alptekin, A., & Yakar, M. (2020). Heyelan bölgesinin İHA kullanarak modellenmesi. Türkiye İnsansız Hava
  • Alptekin, A., Çelik, M. Ö., Doğan, Y., & Yakar, M. (2019). Mapping of a rockfall site with an unmanned aerial vehicle. Mersin Photogrammetry Journal, 1(1), 12–16.
  • Austin, R. (2011). Unmanned aircraft systems: UAVS design, development and deployment. John Wiley & Sons.
  • Bajracharya, R., Shrestha, R., Kim, S., & Jung, H. (2022). 6G NR-U based wireless infrastructure UAV: Standardization, opportunities, challenges and future scopes. IEEE Access, 10, 30536–30555. https://doi.org/10.1109/ACCESS.2022.3159698
  • Boukoberine, M. N. (2022). On energy management optimization for hybrid fuel cell/battery drones [Doctoral dissertation, Université de Bretagne occidentale-Brest].
  • Boukoberine, M. N., Donateo, T., & Benbouzid, M. (2022). Optimized energy management strategy for hybrid fuel cell powered drones in persistent missions using real flight test data. IEEE Transactions on Energy Conversion, 37(3), 2080–2091. https://doi.org/10.1109/TEC.2022.3152351
  • Boyle, M. J. (2020). The drone age: How drone technology will change war and peace. Oxford University Press.
  • Choi-Fitzpatrick, A. (2014). Drones for good: Technological innovations, social movements, and the state. Journal of International Affairs, 68(1), 19–36. http://www.jstor.org/stable/24461704
  • Colomina, I., & Molina, P. (2014). Unmanned aerial systems for photogrammetry and remote sensing: A review. ISPRS Journal of Photogrammetry and Remote Sensing, 92, 79–97.
  • Cömert, R., Şenkal, E., & Avdan, U. (2012). İnsansız hava araçlarının kullanım alanları ve gelecekteki beklentiler. In IV. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS 2012), 16–19 Ekim 2012, Zonguldak.
  • Cureton, P. (2020). Drone futures: UAS in landscape and urban design. Routledge.
  • Çetinkaya, S. G., & Koç, M. (2023). Türkiye’nin insansız hava araçları serüveni. Anadolu Strateji Dergisi, 5(1), 1–27.
  • Delleji, T., Fekih, H., & Chtourou, Z. (2020). Deep Learning-based approach for detection and classification of Micro/Mini drones. In 2020 4th international conference on advanced systems and emergent technologies (IC_ASET) (pp. 332-337). IEEE.
  • Drone Industry Insights. (2024). The state of the drone industry. DroneII. https://droneii.com/the-state-of-the-drone-industry?srsltid=AfmBOoq8TEX0gxDLycMu7K25H9PeT6U1tUbC2G7eiaWlrDQE02VcAa-u
  • Dukowitz, Z. (2023). Where is the drone industry headed? DroneII 2023 report finds drone services growing strong + other key predictions. UAVCoach. https://uavcoach.com/droneii-2023-report/
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  • Elmeseiry, N., Alshaer, N., & Ismail, T. (2021). A detailed survey and future directions of unmanned aerial vehicles (UAVs) with potential applications. Aerospace, 8(12), 363. https://doi.org/10.3390/aerospace8120363
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  • Market.us. (2024c). Drone Software Market: Global drone software market by solution, deployment, architecture, end-user, region and companies — industry segment outlook, market assessment & forecast 2024-2033. https://market.us/report/drone-software-market/
  • Market.us. (2024d). Warehouse Drones System Market: Global Warehouse Drones System Market Report by Type, Application, Region and Companies 2024–2033. https://market.us/report/warehouse-drones-system-market/
  • Market.us. (2024e). Consumer Drone Market: Global consumer drone market by product (multi-rotor, nano, others), by application (prosumer, toy/hobbyist, photogrammetry), by region and companies – Industry segment outlook, market assessment & forecast 2024–2033. https://market.us/report/consumer-drone-market/
  • Market.us. (2024f). Military Drone Market: Global military drone market by drone type, sight range, application, operation, region & companies — market size, trends and forecast 2024-2033. https://market.us/report/military-drone-market/
  • Market.us. (2025a). Drone Service Providers Market: Global Drone Service Providers Market Size, Share Analysis Report by Product Type, Drone Type, Application, End Use, Region and Companies 2025–2034. https://market.us/report/drone-service-providers-market/
  • Market.us. (2025 b). Drone Analytics Statistics and Facts. https://scoop.market.us/drone-analytics-statistics/
  • Mátyás, P., & Máté, N. (2019). Brief history of UAV development. Repüléstudományi Közlemények, 31(1), 155–166.
  • MDEC. (2019). Meet the four Malaysian startups that are changing the drone tech scene. https://mdec.my/wp-content/uploads/FORIMMEDIATE-RELEASE-Meet-The-Four-Malaysian-Startups-That-Are-ChangingThe-Drone-Tech-Scene.pdf
  • Milan, F. F., & Tabrizi, A. B. (2020). Armed, unmanned, and in high demand: the drivers behind combat drones proliferation in the Middle East. In Robotics, Autonomous Systems and Contemporary International Security (pp. 40-60). Routledge.
  • Miličević, Z. M., & Bojković, Z. B. (2021). From the early days of unmanned aerial vehicles (UAVs) to their integration into wireless networks. Vojnotehnički Glasnik/Military Technical Courier, 69(4), 941–962.
  • Mohsan, S. A. H., Othman, N. Q. H., Li, Y., Alsharif, M. H., & Khan, M. A. (2023). Unmanned aerial vehicles (UAVs): Practical aspects, applications, open challenges, security issues, and future trends. Intelligent Service Robotics, 16(1), 109–137.
  • Muda, N. R. S., Fananadila, B., & Fadilah, M. F. (2024). Design and construction of a rotary wing UAV rotary wing anti jamming quadcopter type. International Journal of Research Publication and Reviews, 5(2), 2015–2021.
  • Okpaleke, F., & Oyewole, S. (2025). Ruling the Skies: The Geopolitics of Drone Proliferation in Africa. In Drones in the African Battlespaces (pp. 27-50). Cham: Springer Nature Switzerland.
  • Otto, A., Agatz, N., Campbell, J., Golden, B., & Pesch, E. (2018). Optimization approaches for civil applications of unmanned aerial vehicles (UAVs) or aerial drones: A survey. Networks, 72(4), 411–458. https://doi.org/10.1002/net.21818
  • Petrovski, A., & Radovanović, M. (2021). Application of detection reconnaissance technologies use by drones in collaboration with C4IRS for military interested. Contemp. Macedonian Defence, 21(40), 117–126
  • Pilch, M., Altmann, J., & Suter, D. (2021). Survey of the status of small armed and unarmed uninhabited aircraft [Doctoral dissertation, Universitätsbibliothek Dortmund].
  • Pinhal, J. P. V. (2022). Controlled descent of an overloaded quadcopter using vision [Unpublished master's thesis, Universidade do Porto].
  • Pisharam, A. A., Kandasamy, K., Subramaniam, I. P., Solaiappan, S. K., Stanislaus Arputharaj, B., Rajendran, P., … & Raja, V. (2025). Review of computational strategies for drone design and development. Archives of Computational Methods in Engineering, 1–60.
  • Precedence Research. (2024). Commercial Drone Market Size, Share, and Trends 2024–2034. https://www.precedenceresearch.com/commercial-drone-market
  • Precedence Research. (2025a). Agricultural drones market size to surge USD 10.46 billion by 2034. Precedence Research. https://www.precedenceresearch.com/agricultural-drones-market
  • Precedence Research. (2025b). Medical drones market size, share, and trends 2025 to 2034. Precedence Research. https://www.precedenceresearch.com/medical-drones-market
  • Precedence Research. (2025c). Military Drones Market Size, Share, and Trends 2025 to 2034. https://www.precedenceresearch.com/military-drones-market
  • PS, R., & Jeyan, M. L. (2020). Mini unmanned aerial systems (UAV): A review of the parameters for classification of a mini UAV. International Journal of Aviation, Aeronautics, and Aerospace, 7(3). https://doi.org/10.15394/ijaaa.2020.1503
  • Pütsep, K., & Rassõlkin, A. (2021). Methodology for flight controllers for nano, micro and mini drones classification. In 2021 international conference on engineering and emerging technologies (ICEET) (pp. 1-8). IEEE.
  • PwC UK. (2018). The impact of drones on the UK economy. https://www.pwc.co.uk//intelligent-digital/drones/Drones-impact-onthe-UK-economy-FINAL.pdf
  • Rai, S., Rawat, A., & Kumar, A. (2025). Design and performance analysis of high-altitude UAVs: Trends, challenges, and innovations. Discover Applied Sciences, 7(8), 1–28. https://doi.org/10.1007/s42452-025-07357-8
  • Sabour, M. H., Jafary, P., & Nematiyan, S. (2023). Applications and classifications of unmanned aerial vehicles: A literature review with focus on multi-rotors. The Aeronautical Journal, 127(1309), 466–490. https://doi.org/10.1017/aer.2022.75
  • Sadraey, M. H. (2020). İnsansız hava sistemlerinin tasarımı. John Wiley & Sons.
  • Santos, R. J. F. (2024). Long-range UAV configuration project [Master's thesis, Universidade do Minho, Portugal].
  • Sarku, R., & Ayamga, M. (2025). Is the right going wrong? Analysing digital platformization, data extractivism and surveillance practices in smallholder farming in Ghana. Information Technology for Development, 1–27. https://doi.org/10.1080/02681102.2024.2447596
  • Sebbane, Y. B. (2018). Intelligent autonomy of UAVs: Advanced missions and future use. CRC Press.
  • Shastry, K. A. (2025). Digital agriculture: IoT applications and technological advancement. In Optimizing AI Applications for Sustainable Agriculture (pp. 289–322). https://doi.org/10.1002/9781394287260.ch11
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  • STM (2018). Drone kelimesi odağında Türkçe terminoloji tartışması. https://thinktech.stm.com.tr/uploads/docs/1608906598_stm-drone-kelimesi-terminoloji.pdf
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  • Stroud, D., & Weinel, M. (2020). A safer, faster, leaner workplace? Technical‐maintenance worker perspectives on digital drone technology ‘effects’ in the European steel industry. New Technology, Work and Employment, 35(3), 297–313. https://doi.org/10.1111/ntwe.12174
  • Tao, L. (2017). China’s consumer drone makers shift focus to commercial sector for growth. https://www.scmp.com/tech/china-tech/article/2093475/chinas-consumer-dronemakers-shift-focus-commercial-sector-growth
  • The Edge Markets. (2019). Aerodyne sees 30% growth in local drone industry. https://www.theedgemarkets.com/article/aerodyne-sees-30-growthlocal-drone-industry
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  • Ünlü, D. E. (2019). Japonya'da ekonominin motoru teknoloji olacak? https://www.dunya.com/tekno-trend/japonyada-ekonominin-motoru-teknoloji-olacakhaberi-426007
  • Vashishth, T. K., Sharma, V., Sharma, K. K., Kumar, B., Chaudhary, S., & Ahamad, S. (2024). Unmanned aircraft systems (UASs) technology, applications, and challenges. In Unmanned Aircraft Systems (pp. 1–63). https://doi.org/10.1002/9781394230648.ch1
  • Vicente, J., & Crespo, J. (2024). The economic geography of digital platformization. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4827332
  • Vidović, A., Štimac, I., Mihetec, T., & Patrlj, S. (2024). Application of drones in urban areas. Transportation Research Procedia, 81, 84–97. https://doi.org/10.1016/j.trpro.2024.11.010
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  • Wackwitz, K. (2025). The diverging fortunes of public drone companies: Market realities in 2025. Drone Industry Insights. https://droneii.com/the-diverging-fortunes-of-drone-ipos
  • Yawson, G. E., & Frimpong-Wiafe, B. (2018). The socio-economic benefits and impact study on the application of drones, sensor technology and intelligent systems in commercial-scale agricultural establishment in Africa. International Journal of Agriculture and Economic Development, 6(2), 18–36.
Toplam 95 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Küreselleşme
Bölüm Derleme
Yazarlar

Tayfun Varnalı 0000-0003-3895-8620

Gönderilme Tarihi 1 Aralık 2025
Kabul Tarihi 2 Şubat 2026
Yayımlanma Tarihi 24 Şubat 2026
IZ https://izlik.org/JA82NN37SU
Yayımlandığı Sayı Yıl 2026 Cilt: 2 Sayı: 1

Kaynak Göster

APA Varnalı, T. (2026). Küresel Uçangöz Ekosisteminin Dönüşümü: Otonomi, Yapay Zekâ ve Pazar Stratejileri Üzerine Sistematik Bir Değerlendirme. Sivas Cumhuriyet Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 2(1), 56-73. https://izlik.org/JA82NN37SU
Sivas Cumhuriyet Üniversitesi Sosyal Bilimler Enstitüsü Dergisi (SCÜSBED) her yıl şubat ve eylül aylarında yayımlanmaktadır.