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Catalyst Effect in Disaster Management and Humanitarian Aid Activities: Unmanned Aerial Vehicles (UAV)

Yıl 2025, Cilt: 7 Sayı: 3, 450 - 462, 30.12.2025
https://doi.org/10.46464/tdad.1642179

Öz

The functionality of communication tools, detection systems, and databases used to access accurate data in disaster situations is crucial for making necessary interventions and ensuring that the actors in the disaster management system perform at their best. This study examines the impact of Unmanned Aerial Vehicles on the mapping, search and rescue, and distribution processes involved in humanitarian aid activities as part of disaster response, compared to traditional methods. In this context, it was aimed to create a typology for future studies by determining that UAVs combined with artificial intelligence, machine learning, etc. systems can provide optimization in resource use for decision-making mechanisms during and after disasters, detection and diagnosis for search and rescue officers, and time and cost benefits for medical intervention teams in delivering medicine and materials to disaster victims. In addition, it was determined that there is a need for regulations among stakeholders regarding the legislation and use of UAVs from a legal perspective.

Kaynakça

  • Abrahamsen H.B., 2015. A remotely piloted aircraft system in major incident management: concept and pilot, feasibility study, BMC Emerg Med.,15(1),12.
  • Ackerman E., Koziol M., 2019. The blood is here: Zipline’s medical delivery drones are changing the game in Rwanda, IEEE Spectrum, 56, 24-31, https://doi.org/10.1109/MSPEC.2019.8701196.
  • Al Theeb N., Murray C., 2016. Vehicle routing and resource distribution in postdisaster humanitarian relief operations, International Transactions in Operational Research, 24(6), https://doi.org/10.1111/itor.12308.
  • Baird A., O’Keefe P., Westgate K.N., Wisner B., 1975. Towards an explanation and reduction of disaster proneness, Occasional paper no.11, University of Bradford, Disaster Research Unit.
  • Balasingam M., 2017. Drones in medicine-The rise of the machines, Int J Clin Pract., 71(9), https://doi.org/10.1111/ijcp.12989.
  • Boccardo P., Chiabrando F., Dutto F., Tonolo F.G., Lingua A., 2015. UAV deployment exercise for mapping purposes: evaluation of emergency response applications, Sensors.,15(7),15717-15737.
  • Cambridge Dictionary, 2020. Humanitarian, Erişim adresi: https://dictionary.cambridge.org/dictionary/english/humanitarian.
  • Carr L.J., 1932. Disaster and the sequence-pattern concept of social change, The American Journal of Sociology, 38(3), 207-218, http://dx.doi.org/10.1086%2F216030.
  • Chapman D.W., 1962. A brief introduction to contemporary disaster research (In: Man and Society in Disaster, Editors: G.W. Baker, D.W. Chapman) 3-22, New York: Basic Books.
  • Claesson A., Fredman D., Svensson L., Ringh M., Hollenberg J., Nordberg P., Rosenqvist M., Djarv T., Österberg S., Lennartsson J., Ban Y,. 2016. Unmanned aerial vehicles (drones) in out-of-hospital-cardiac-arrest, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, 24, 1 https://doi.org/0.1186/s13049-016-0313-5.
  • Clothier R.A., 2011. The Australian UAS experience, New Zealand Robotic Systems Network Conference, Auckland University, Auckland, Erişim adresi: http://eprints.qut.edu.au/41962/.
  • DI, 2018. Global humanitarian assistance report 2018, Development Initiatives, England and Wales: DI International Ltd,.
  • DJI, 2017. Lives Saved: A Survey of Drones in Action, DJI Policy and Development. Erişim adresi: https://www.dji.com/newsroom/news/dji-releases-first-count-of-lives-saved-by-drones .
  • Dyl J., 2017. Seismic City: an environmental history of San Francisco’s 1906 earthquake, Washington DC: University of Washington Press.
  • Erdelj M., Natalizio E., Chowdhury K.R., Akyildiz I.F., 2017. Help from the sky: leveraging uavs for disaster management, IEEE Pervasive Computing, 16(1),24-32.
  • Erkal T., Değerliyurt M., 2011. Türkiye’de Afet Yönetimi, Doğu Coğrafya Dergisi, 14(22), 147-164.
  • Estrada R., Ndoma I., 2019. The uses of unmanned aerial vehicles –UAV’s- (or drones) in social logistic: Natural disasters response and humanitarian relief aid, Procedia Computer Science, 149, 375-383.
  • Fernandez-Pacheco A.N., Rodriguez L.J., Price M.F., Perez A.B.G., Alonso N.P., Rios M.P., 2017. Drones at the service for training on mass casualty incident: A simulation study, Medicine, 96, e7159, https://doi.org/10.1097/MD.0000000000007159.
  • Fırat S., Dabak R., 2023. Afetlerde yardım malzemeleri ulaştırmasında insansız hava aracı kullanımı, Meriç Uluslararası Sosyal ve Stratejik Araştırmalar Dergisi, 7 (Özel Sayı), 35-58, https://doi.org/10.54707/meric.1325462.
  • Haidari L.A., Brown S.T., Ferguson M., Bancroft E., Spiker M., Wilcox A., Ambikapathi R., Sampath V., Connor D.L., Lee B.Y., 2016. The economic and operational value of using drones to transport vaccines, Vaccine, 34(34), 4062-4067, https://doi.org/10.1016/j.vaccine.2016.06.022.
  • Irevolutions, 2017. How to Defeat Zika with Flying Robots, Erişim adresi: https://irevolutions.org/2017/06/13/how-to-reduce-zika-with-robots/.
  • Irrera D., 2018. The EU Humanitarian Aid Policy and NGOs: A Theoretical Overview EU Emergency Response Policies and NGOs, 27-44, Springer.
  • Jain T., Sibley A., Stryhn H., Hubloue I., 2018. Comparison of Unmanned Aerial Vehicle Technology-Assisted Triage versus Standard Practice in Triaging Casualties by Paramedic Students in a Mass-Casualty Incident Scenario, Prehospital and Disaster Medicine, 233(4), 375-380, https://doi.org/10.1017/S1049023X18000559.
  • Kahveci M., Can N., 2017. İnsansız Hava Araçları: Tarihçesi, Tanımı, Dünyada ve Türkiye’deki Yasal Durumu, Selçuk Üniversitesi Mühendislik ve Teknoloji Dergisi, 5(4), 511-535.
  • Keane J.F., Carr S.S., 2013. A brief history of early unmanned aircraft, Johns Hopkins Apl Technical Digest, 32, 558.571.
  • Kelman I., 2007, Disaster management cycle vs disaster management rut, Radix Digest, 69(2),
  • Kerle N., Nex F., Gerke M., Duarte D., Vetrivel A., 2019. UAV-Based Structural Damage Mapping: A Review, ISPRS International Journal of Geo-Information, 9 (1), 14, https://doi.org/10.3390/ijgi9010014.
  • Khan A., Gupta S., Gupta S.K., 2022. Emerging UAV technology for disaster detection, mitigation, response and preparedness, Journal of Field Robotics, 1-51, https://doi.org/10.1002/rob.22075.
  • Korchenko A.G., Illyash O.S., 2013. The Generalized Classification of Unmanned Air Vehicles, IEEE 2nd International Conference “Actual Problems of Unmanned Air Vehicles Developments” Proceedings, October 2013, 28-34. https://doi.org/10.1109/APUAVD.2013.6705275.
  • Li T., Hu H., 2021. Development of the Use of Unmanned Aerial Vehicles (UAVs) in Emergency Rescue in China, Risk Management and Healthcare Policy, 14, 4293-4299. https://doi.org/10.2147/RMHP.S323727.
  • Liu X., Ansari N., 2018. Resource allocation in UAV-assisted M2M communications for disaster rescue, IEEE Wirel.Commun. Lett., 8, 580-583.
  • Mardell J., Witkowski M., Spence R., 2014. A comparison of image inspection modes for a visual search and rescue task, Behav Inform Technol., 33(9), 905-918.
  • Marques M.M., Parreira R., Lobo V., Martins A., Matos A., Cruz N., Almeida J.M., Alves J.C., Silva E., Będkowski J., Majek K., Pełka M., Musialik P., Ferreira H., Dias A., Ferreira B., Amaral G., Figueiredo A., Almeida R., Silva F., Serrano D., Moreno G., De Cubber G., Balta H., Beglerović H., Govindaraj S., Sanchez J.M., Tosa M., 2016. Use of multi-domain robots in search and rescue operations – Contributions of the ICARUS team to the euRathlon 2015 challenge. IEEE OCEANS 2016, Shanghai, China, Erişim adresi: http://mecatron.rma.ac.be/pub/2016/euRathlon2015_paper_final.pdf.
  • Martin E., Nolte I., Vitolo E., 2016. The Four Cs of disaster partnering: communication, cooperation, coordination and collaboration, Disasters.
  • Maxey L., 2017. The New Technology of Humanitarian Assistance, The Cipher Brief, Erişim adresi: https://www.thecipherbrief.com/the-new-technology-of-humanitarian-assistance.
  • Miyano K., Shinkuma R., Mandayam N.B., Sato T., Oki E., 2019. Utility based scheduling for multi-UAV search systems in disaster-hit areas, IEEE Access, 7, 26810-26820.
  • Moore G.K., 2010. What is a picture worth? A history of remote sensing/Quelle est la valeur d’une image? Un tour d’horizon de télédétection, Hydrological Sciences Bulletin, 24, 477-485, https://doi.org/10.1080/02626667909491887.
  • Munawar H.S., Ullah F., Qayyum S., Khan S.I., Mojtahedi M., 2021. UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection, Sustainability, 13, 7547, https://doi.org/10.3390/su13147547.
  • Nagurney A., Flores E.A., Soylu C., 2016. A Generalized Nash Equilibrium network model for post-disaster humanitarian relief, Transportation Research Part E: Logistics and Transportation Review, 95, 1-18.
  • Neal D.M., 1997. Reconsidering the phases of disaster, International Journal of Mass Emergencies and Disasters, 15(2), 239-264.
  • Nimilan V., Manohar G., Sudha R., Stanley P., 2019. Drone-aid: An aerial medical assistance, International Journal of Innovative Technology and Exploring, Engineering, 8, 1288-1292, https://doi.org/10.35940/ijitee.K1260.09811S19.
  • O’Driscoll D., 2017. UAVs in Humanitarian Relief and Wider Development Contexts, Erişim adresi: https://www.researchgate.net/publication/340739353_UAVs_in_Humanitarian_Relief_and_Wider_Development_Contexts.
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Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA)

Yıl 2025, Cilt: 7 Sayı: 3, 450 - 462, 30.12.2025
https://doi.org/10.46464/tdad.1642179

Öz

Afet durumlarında doğru verilere ulaşmak için kullanılan iletişim araçlarının, tespit sistemlerinin ve veri tabanlarının işlevselliği, gerekli müdahalelerin yapılması ve afet yönetim sistemindeki aktörlerin en iyi performansı göstermelerinin sağlanması açısından büyük önem taşımaktadır. Bu çalışmada afetlere müdahalelerin bir bölümü olan insani yardım faaliyetlerinin geleneksel yöntemlerle ilişkili olarak haritalama, arama-kurtarma ve dağıtım süreçlerinde, İnsansız Hava Araçlarının nasıl bir etki oluşturabileceği tartışılmıştır. Bu bağlamda yapay zeka, makine öğrenmesi vb. sistemlerle birleştirilen İHA’ların afet esnasında ve sonrasında; karar mekanizmalarına kaynak kullanımında optimizasyon, arama kurtarma görevlilerine tespit ve teşhis, tıbbi müdahale ekiplerine ise afetzedelere ilaç ve malzemelerin ulaştırılmasında zaman ve maliyet açısından faydalar sağlayabileceği bununla birlikte hukuki açıdan paydaşlar arasında İHA’ların mevzuat ve kullanım noktasında düzenlemelerin yapılmasına ihtiyaç duyulduğu tespit edilerek gelecek çalışmalara bir tipoloji oluşturulması amaçlanmıştır.

Kaynakça

  • Abrahamsen H.B., 2015. A remotely piloted aircraft system in major incident management: concept and pilot, feasibility study, BMC Emerg Med.,15(1),12.
  • Ackerman E., Koziol M., 2019. The blood is here: Zipline’s medical delivery drones are changing the game in Rwanda, IEEE Spectrum, 56, 24-31, https://doi.org/10.1109/MSPEC.2019.8701196.
  • Al Theeb N., Murray C., 2016. Vehicle routing and resource distribution in postdisaster humanitarian relief operations, International Transactions in Operational Research, 24(6), https://doi.org/10.1111/itor.12308.
  • Baird A., O’Keefe P., Westgate K.N., Wisner B., 1975. Towards an explanation and reduction of disaster proneness, Occasional paper no.11, University of Bradford, Disaster Research Unit.
  • Balasingam M., 2017. Drones in medicine-The rise of the machines, Int J Clin Pract., 71(9), https://doi.org/10.1111/ijcp.12989.
  • Boccardo P., Chiabrando F., Dutto F., Tonolo F.G., Lingua A., 2015. UAV deployment exercise for mapping purposes: evaluation of emergency response applications, Sensors.,15(7),15717-15737.
  • Cambridge Dictionary, 2020. Humanitarian, Erişim adresi: https://dictionary.cambridge.org/dictionary/english/humanitarian.
  • Carr L.J., 1932. Disaster and the sequence-pattern concept of social change, The American Journal of Sociology, 38(3), 207-218, http://dx.doi.org/10.1086%2F216030.
  • Chapman D.W., 1962. A brief introduction to contemporary disaster research (In: Man and Society in Disaster, Editors: G.W. Baker, D.W. Chapman) 3-22, New York: Basic Books.
  • Claesson A., Fredman D., Svensson L., Ringh M., Hollenberg J., Nordberg P., Rosenqvist M., Djarv T., Österberg S., Lennartsson J., Ban Y,. 2016. Unmanned aerial vehicles (drones) in out-of-hospital-cardiac-arrest, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, 24, 1 https://doi.org/0.1186/s13049-016-0313-5.
  • Clothier R.A., 2011. The Australian UAS experience, New Zealand Robotic Systems Network Conference, Auckland University, Auckland, Erişim adresi: http://eprints.qut.edu.au/41962/.
  • DI, 2018. Global humanitarian assistance report 2018, Development Initiatives, England and Wales: DI International Ltd,.
  • DJI, 2017. Lives Saved: A Survey of Drones in Action, DJI Policy and Development. Erişim adresi: https://www.dji.com/newsroom/news/dji-releases-first-count-of-lives-saved-by-drones .
  • Dyl J., 2017. Seismic City: an environmental history of San Francisco’s 1906 earthquake, Washington DC: University of Washington Press.
  • Erdelj M., Natalizio E., Chowdhury K.R., Akyildiz I.F., 2017. Help from the sky: leveraging uavs for disaster management, IEEE Pervasive Computing, 16(1),24-32.
  • Erkal T., Değerliyurt M., 2011. Türkiye’de Afet Yönetimi, Doğu Coğrafya Dergisi, 14(22), 147-164.
  • Estrada R., Ndoma I., 2019. The uses of unmanned aerial vehicles –UAV’s- (or drones) in social logistic: Natural disasters response and humanitarian relief aid, Procedia Computer Science, 149, 375-383.
  • Fernandez-Pacheco A.N., Rodriguez L.J., Price M.F., Perez A.B.G., Alonso N.P., Rios M.P., 2017. Drones at the service for training on mass casualty incident: A simulation study, Medicine, 96, e7159, https://doi.org/10.1097/MD.0000000000007159.
  • Fırat S., Dabak R., 2023. Afetlerde yardım malzemeleri ulaştırmasında insansız hava aracı kullanımı, Meriç Uluslararası Sosyal ve Stratejik Araştırmalar Dergisi, 7 (Özel Sayı), 35-58, https://doi.org/10.54707/meric.1325462.
  • Haidari L.A., Brown S.T., Ferguson M., Bancroft E., Spiker M., Wilcox A., Ambikapathi R., Sampath V., Connor D.L., Lee B.Y., 2016. The economic and operational value of using drones to transport vaccines, Vaccine, 34(34), 4062-4067, https://doi.org/10.1016/j.vaccine.2016.06.022.
  • Irevolutions, 2017. How to Defeat Zika with Flying Robots, Erişim adresi: https://irevolutions.org/2017/06/13/how-to-reduce-zika-with-robots/.
  • Irrera D., 2018. The EU Humanitarian Aid Policy and NGOs: A Theoretical Overview EU Emergency Response Policies and NGOs, 27-44, Springer.
  • Jain T., Sibley A., Stryhn H., Hubloue I., 2018. Comparison of Unmanned Aerial Vehicle Technology-Assisted Triage versus Standard Practice in Triaging Casualties by Paramedic Students in a Mass-Casualty Incident Scenario, Prehospital and Disaster Medicine, 233(4), 375-380, https://doi.org/10.1017/S1049023X18000559.
  • Kahveci M., Can N., 2017. İnsansız Hava Araçları: Tarihçesi, Tanımı, Dünyada ve Türkiye’deki Yasal Durumu, Selçuk Üniversitesi Mühendislik ve Teknoloji Dergisi, 5(4), 511-535.
  • Keane J.F., Carr S.S., 2013. A brief history of early unmanned aircraft, Johns Hopkins Apl Technical Digest, 32, 558.571.
  • Kelman I., 2007, Disaster management cycle vs disaster management rut, Radix Digest, 69(2),
  • Kerle N., Nex F., Gerke M., Duarte D., Vetrivel A., 2019. UAV-Based Structural Damage Mapping: A Review, ISPRS International Journal of Geo-Information, 9 (1), 14, https://doi.org/10.3390/ijgi9010014.
  • Khan A., Gupta S., Gupta S.K., 2022. Emerging UAV technology for disaster detection, mitigation, response and preparedness, Journal of Field Robotics, 1-51, https://doi.org/10.1002/rob.22075.
  • Korchenko A.G., Illyash O.S., 2013. The Generalized Classification of Unmanned Air Vehicles, IEEE 2nd International Conference “Actual Problems of Unmanned Air Vehicles Developments” Proceedings, October 2013, 28-34. https://doi.org/10.1109/APUAVD.2013.6705275.
  • Li T., Hu H., 2021. Development of the Use of Unmanned Aerial Vehicles (UAVs) in Emergency Rescue in China, Risk Management and Healthcare Policy, 14, 4293-4299. https://doi.org/10.2147/RMHP.S323727.
  • Liu X., Ansari N., 2018. Resource allocation in UAV-assisted M2M communications for disaster rescue, IEEE Wirel.Commun. Lett., 8, 580-583.
  • Mardell J., Witkowski M., Spence R., 2014. A comparison of image inspection modes for a visual search and rescue task, Behav Inform Technol., 33(9), 905-918.
  • Marques M.M., Parreira R., Lobo V., Martins A., Matos A., Cruz N., Almeida J.M., Alves J.C., Silva E., Będkowski J., Majek K., Pełka M., Musialik P., Ferreira H., Dias A., Ferreira B., Amaral G., Figueiredo A., Almeida R., Silva F., Serrano D., Moreno G., De Cubber G., Balta H., Beglerović H., Govindaraj S., Sanchez J.M., Tosa M., 2016. Use of multi-domain robots in search and rescue operations – Contributions of the ICARUS team to the euRathlon 2015 challenge. IEEE OCEANS 2016, Shanghai, China, Erişim adresi: http://mecatron.rma.ac.be/pub/2016/euRathlon2015_paper_final.pdf.
  • Martin E., Nolte I., Vitolo E., 2016. The Four Cs of disaster partnering: communication, cooperation, coordination and collaboration, Disasters.
  • Maxey L., 2017. The New Technology of Humanitarian Assistance, The Cipher Brief, Erişim adresi: https://www.thecipherbrief.com/the-new-technology-of-humanitarian-assistance.
  • Miyano K., Shinkuma R., Mandayam N.B., Sato T., Oki E., 2019. Utility based scheduling for multi-UAV search systems in disaster-hit areas, IEEE Access, 7, 26810-26820.
  • Moore G.K., 2010. What is a picture worth? A history of remote sensing/Quelle est la valeur d’une image? Un tour d’horizon de télédétection, Hydrological Sciences Bulletin, 24, 477-485, https://doi.org/10.1080/02626667909491887.
  • Munawar H.S., Ullah F., Qayyum S., Khan S.I., Mojtahedi M., 2021. UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection, Sustainability, 13, 7547, https://doi.org/10.3390/su13147547.
  • Nagurney A., Flores E.A., Soylu C., 2016. A Generalized Nash Equilibrium network model for post-disaster humanitarian relief, Transportation Research Part E: Logistics and Transportation Review, 95, 1-18.
  • Neal D.M., 1997. Reconsidering the phases of disaster, International Journal of Mass Emergencies and Disasters, 15(2), 239-264.
  • Nimilan V., Manohar G., Sudha R., Stanley P., 2019. Drone-aid: An aerial medical assistance, International Journal of Innovative Technology and Exploring, Engineering, 8, 1288-1292, https://doi.org/10.35940/ijitee.K1260.09811S19.
  • O’Driscoll D., 2017. UAVs in Humanitarian Relief and Wider Development Contexts, Erişim adresi: https://www.researchgate.net/publication/340739353_UAVs_in_Humanitarian_Relief_and_Wider_Development_Contexts.
  • Önder Ö., Yaman M., 2017. Afet Yönetimi, Ekin Yayınevi, Bursa.
  • Özmen A., 2023. Afet Yönetiminde Kuram Arayışları ve Yaklaşımlar, Afet Yönetimi ve Politikaları, Ekin Yayınevi, Bursa.
  • Öztürk O., Bilgilioğlu B.B., Çelik M.F., Bilgilioğlu S.S., 2017. İnsanız Hava Aracı (İHA) Görüntüleri İle Ortofoto Üretiminde Yükseklik ve Kamera Açısının Doğruluğa Etkisinin Araştırılması, Geomatik, 2(3), 135-142, https://doi.org/10.29128/geomatik.327049.
  • Quarantelli E.L., 1986. Disaster studies: An historical analysis of the influences of basic sociology and applied use on the research done in the last 35 years, Preliminary paper 111, University of Delaware: Disaster Research Centre.
  • Quarantelli E.L., 1988. Disaster crisis management: a summary of findings, J Manag Stud. 25:373-385.
  • Prince S.H., 1920. Catastrophe and Social Change, Based Upon a Sociological Study of the Halifax Disaster, Submıtted in Partıal Fulfılment of the Requırements for The Degree of Doctor of Phılosophy in the Faculty of Political Science Columbia University, New York 1920.
  • Rosati S., Kruzelecki K., Heitz G., Floreano D., Rimoldi B., 2014. Dynamic Routing for Flying Ad Hoc Networks, IEEE Transactions on Vehicular Technology, 65, https://doi.org/10.1109/TVT.2015.2414819.
  • Rosen J., 2017. Zipline’s Ambitious Medical Drone Delivery in Africa, MIT Technology Review.
  • Samsioe H., Winge M., Potter L., Soesilo D., 2017. Unmanned Aerial Vehicles Landscape Analysis: Applications in the Development Context, USAID Global Health Supply Chain Program-Procurement and Supply Management, 1-65, Erişim adresi: https://www.ghsupplychain.org/sites/default/files/2017-03/GHSC_PSM_UAV%20Analysis_final.pdf
  • Sandvik K.B., Lohne K., 2014. The Rise of the Humanitarian Drone: Giving Content to an Emerging Concept, Millennium Journal of International Studies, 43(1), 145-164.
  • Stoddard E.R., 1968. Conceptual models of human behaviour in disasters, Texas Western Press, El Paso.
  • Swiss Med Wkly, 2019. Reflecting upon the humanitarian use of unmanned aerial vehicles (drones), Swiss Medical Weekly, 149:w20065, https://doi.org/10.4414/smw.2019.20065.
  • Tanzi T.J., Chandra M., Isnard J., Camara D., Sebastien O., Harivelo F., 2016. TOWARDS "DRONE-BORNE" DISASTER MANAGEMENT: FUTURE APPLICATION SCENARIOS, ISPRS Ann. Photogramm, Remote Sens. Spatial Inf. Sci., III-8, 181–189, https://doi.org/10.5194/isprs-annals-III-8-181-2016.
  • TDK, 2009. Türkçe Sözlük, (10. Baskıdan Tıpkıbasım), Ankara: Türk Dil Kurumu Yayınları.
  • Tekin M., Merdivenci F., 2024. Afet Yönetiminde İnsani Yardım Lojistiğinin Kritik Başarı Faktörlerinin Belirlenmesi, Doğal Afetler ve Çevre Dergisi, 10(1), 29-48, https://doi.org/10.21324/dacd.1282439.
  • Thompson S.J., Altay N., Green W.G., Lapetina J., 2006. Improving disaster response efforts with decision support systems, Int J Emerg Manage, 3, 250-263.
  • UN, 2014. Unmanned Aerial Vehicles in Humanitarian Response, United Nations Office for the Coordination of Humanitarian Affairs, Erişim adresi: https://docs.unocha.org/sites/ Documents/ Unmanned Aerial Vehicles in Humanitarian Response.pdf.
  • U.S. House of Representatives, 2006. A failure of initiative: final report of the select bipartisan committee to investigate the preparation for and response to Hurricane Katrina, Erişim adresi: http://www.gpoaccess.gov/Katrinareport/mainreport.pdf.
  • Villi O., Yakar M., 2022. İnsansız Hava Araçlarının Kullanım Alanları ve Sensör Tipleri, Türkiye İnsansız Hava Araçları Dergisi, 4(2), 73-100.
  • WeRobotics, 2016. Drones in Humanitarian Action Report, Blog, Erişim adresi: https://werobotics.org/blog/drones-in-humanitarian-action-report.
  • Yakushiji K., Fujita H., Murata M., Hiroi N., Hamabe Y., Yakushiji F., 2020. Short-range transportation using unmanned aerial vehicles (Uavs) during disasters in Japan, Drones, 4, 1-8, https://doi.org/10.3390/drones4040068.
  • Yaman M., Çakır E., 2018. Dijitalleşen Dünyada Akıllı Afet ve Acil Durum Uygulamaları, İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 7(2), 1124-1138, https://doi.org/10.15869/itobiad.399043.
  • Yilmaz H., Kabak Ö., 2016. A Multiple Objective Mathematical Program to Determine Locations of Disaster Response Distribution Centers, IFACPapersOnLine, 49(12), 520-525.
Toplam 65 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Politika ve Yönetim (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Kaya Ali Lekesizgöz 0000-0003-0339-9232

Tekin Avaner 0000-0003-4014-0131

Gönderilme Tarihi 18 Şubat 2025
Kabul Tarihi 10 Mart 2025
Erken Görünüm Tarihi 3 Aralık 2025
Yayımlanma Tarihi 30 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 7 Sayı: 3

Kaynak Göster

APA Lekesizgöz, K. A., & Avaner, T. (2025). Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA). Türk Deprem Araştırma Dergisi, 7(3), 450-462. https://doi.org/10.46464/tdad.1642179
AMA Lekesizgöz KA, Avaner T. Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA). TDAD. Aralık 2025;7(3):450-462. doi:10.46464/tdad.1642179
Chicago Lekesizgöz, Kaya Ali, ve Tekin Avaner. “Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA)”. Türk Deprem Araştırma Dergisi 7, sy. 3 (Aralık 2025): 450-62. https://doi.org/10.46464/tdad.1642179.
EndNote Lekesizgöz KA, Avaner T (01 Aralık 2025) Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA). Türk Deprem Araştırma Dergisi 7 3 450–462.
IEEE K. A. Lekesizgöz ve T. Avaner, “Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA)”, TDAD, c. 7, sy. 3, ss. 450–462, 2025, doi: 10.46464/tdad.1642179.
ISNAD Lekesizgöz, Kaya Ali - Avaner, Tekin. “Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA)”. Türk Deprem Araştırma Dergisi 7/3 (Aralık2025), 450-462. https://doi.org/10.46464/tdad.1642179.
JAMA Lekesizgöz KA, Avaner T. Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA). TDAD. 2025;7:450–462.
MLA Lekesizgöz, Kaya Ali ve Tekin Avaner. “Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA)”. Türk Deprem Araştırma Dergisi, c. 7, sy. 3, 2025, ss. 450-62, doi:10.46464/tdad.1642179.
Vancouver Lekesizgöz KA, Avaner T. Afet Yönetimi ve İnsani Yardım Faaliyetlerinde Katalizör Etki: İnsansız Hava Araçları (İHA). TDAD. 2025;7(3):450-62.

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