Creation of a national proposal for coordinating responses to extreme weather events: an approach based on autonomous agents and integration of research institutions
DOI:
https://doi.org/10.19180/2177-4560.v19n12025p29-43Keywords:
Climate change; Extreme weather events; Global warming; Artificial intelligence.Abstract
Climate change intensifies extreme events such as storms and droughts, requiring efficient solutions. This study proposes the use of autonomous agents in managing these events, with three objectives: identifying management phases, training coordinators of teams supported by autonomous agents, and developing a national plan. The proposed structure includes six agents: one general coordinator and five agents responsible for diagnosis, preparation, monitoring, training, and recovery. Each agent operates in an integrated manner to ensure an effective response to climate challenges. Additionally, a national network of connected municipal agents is proposed, integrating education, scientific research, and artificial intelligence to optimize resources and strengthen community resilience against this urgent issue.Downloads
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Abily, M., Gourbesville, P., De Carvalho Filho, E., Llort, X., Rebora, N., Sanchez, A., & Sempere-Torres, D. (2020). Anywhere: enhancing emergency management and response to extreme weather and climate events. In Advances in Hydroinformatics: SimHydro 2019-Models for Extreme Situations and Crisis Management (pp. 29-37). Springer Singapore.
Albrecht, S. V., & Stone, P. (2018). Autonomous agents modeling other agents: A comprehensive survey and open problems. Artificial Intelligence, 258, 66-95.
Bealt, J., Fernández Barrera, J. C., & Mansouri, S. A. (2016). Collaborative relationships between logistics service providers and humanitarian organizations during disaster relief operations. Journal of Humanitarian Logistics and Supply Chain Management, 6(2), 118-144.
Berglund, E. Z., Monroe, J. G., Ahmed, I., Noghabaei, M., Do, J., Pesantez, J. E., Fasaee, M. A. K., Bardaka, E., Han, K., Proestos, G. T. & Levis, J. (2020). Smart infrastructure: a vision for the role of the civil engineering profession in smart cities. Journal of Infrastructure Systems, 26(2), 03120001.
Bousquet, F., & Le Page, C. (2004). Multi-agent simulations and ecosystem management: a review. Ecological modelling, 176(3-4), 313-332.
Chandes, J., & Paché, G. (2010). Investigating humanitarian logistics issues: from operations management to strategic action. Journal of Manufacturing technology management, 21(3), 320-340.
Chen, J. Y., Lakhmani, S. G., Stowers, K., Selkowitz, A. R., Wright, J. L., & Barnes, M. (2018). Situation awareness-based agent transparency and human-autonomy teaming effectiveness. Theoretical issues in ergonomics science, 19(3), 259-282.
Clarke, B., Otto, F., Stuart-Smith, R., & Harrington, L. (2022). Extreme weather impacts of climate change: an attribution perspective. Environmental Research: Climate, 1(1), 012001.
Comfort, L. K., Boin, A., & Demchak, C. C. (Eds.). (2010). Designing resilience: Preparing for extreme events. University of Pittsburgh Pre.
Damaševičius, R., Bacanin, N., & Misra, S. (2023). From sensors to safety: Internet of Emergency Services (IoES) for emergency response and disaster management. Journal of Sensor and Actuator Networks, 12(3), 41.
Eckstein, D., Künzel, V., & Schäfer, L. (2021). The global climate risk index 2021. Bonn: Germanwatch.
Fankhauser, S., & McDermott, T. K. (2014). Understanding the adaptation deficit: why are poor countries more vulnerable to climate events than rich countries?. Global Environmental Change, 27, 9-18.
Greeven, S., Kraan, O., Chappin, É. J., & Kwakkel, J. H. (2016). The emergence of climate change mitigation action by society: an agent-based scenario discovery study. Journal of Artificial Societies and Social Simulation, 19(3).
Ghosh, P., & De, M. (2022). A comprehensive survey of distribution system resilience to extreme weather events: concept, assessment, and enhancement strategies. International Journal of Ambient Energy, 43(1), 6671-6693.
Gulzar, A., Islam, T., Gulzar, R., & Hassan, T. (2021). Climate change and impacts of extreme events on human health: An overview. Indonesian Journal of Social and Environmental Issues (IJSEI), 2(1), 68-77.
Handmer, J., Honda Y., Kundzewic Z. W., Arnell, N., Benito G., Hatfield J., Mohamed, I. F., Peduzzi P., Wu S., Sherstyukov, B., Takahashi, K. & Yan Z. (2012). Changes in impacts of climate extremes: human systems and ecosystems. In: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation [Field, C.B., V. Barros, T.F. Stocker, D. Qin, D.J. Dokken, K.L. Ebi, M.D. Mastrandrea, K.J. Mach, G.-K. Plattner, S.K. Allen, M. Tignor, and P.M. Midgley (eds.). A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, and New York, NY, USA, pp. 231-290.
Kafi, K. M., Ponrahono, Z., & Salisu Barau, A. (2024). Addressing knowledge gaps on emerging issues in weather and climate extreme events: a systematic review. Climatic Change, 177(3), 56.
Khan, M. A., Peters, S., Sahinel, D., Pozo-Pardo, F. D., & Dang, X. T. (2018). Understanding autonomic network management: A look into the past, a solution for the future. Computer Communications, 122, 93-117.
Kapucu, N., & Özerdem, A. (2011). Managing emergencies and crises. Jones & Bartlett Publishers.
Kumar, S., Chatterjee, U., David Raj, A., & Sooryamol, K. R. (2024). Global Warming and Climate Crisis/Extreme Events. In Climate Crisis: Adaptive Approaches and Sustainability (pp. 3-18). Cham: Springer Nature Switzerland.
Mirza, M. M. Q. (2003). Climate change and extreme weather events: can developing countries adapt?. Climate policy, 3(3), 233-248.
Othman, S. B., Zgaya, H., Dotoli, M., & Hammadi, S. (2017). An agent-based decision support system for resources' scheduling in emergency supply chains. Control Engineering Practice, 59, 27-43.
Raymond, C., Horton, R. M., Zscheischler, J., Martius, O., AghaKouchak, A., Balch, J., Bowen, S. G., Camargo, S. J., Hess, J., Kornhuber, K., Oppenheimer, M., Ruane, A. C., Wah, T. & White, K. (2020). Understanding and managing connected extreme events. Nature climate change, 10(7), 611-621.
Rawat, A., Kumar, D., & Khati, B. S. (2024). A review on climate change impacts, models, and its consequences on different sectors: a systematic approach. Journal of Water and Climate Change, 15(1), 104-126.
Seneviratne, S. I., Zhang, X., Adnan, M., Badi, W., Dereczynski, C., Luca, A. D., Ghosh, S., Iskandar, I., Kossin, J., Lewis, S., Otto, F., Pinto, I., Satoh, M., Vicente-Serrano, S. M., Wehner, M., Zhou, B. & Allan, R. (2021) Weather and climate extreme events in a changing climate. In: Masson-Delmotte, V. P., Zhai, A., Pirani, S. L. and Connors, C. (eds.) Climate Change 2021: The Physical Science Basis: Working Group I contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK, pp. 1513-1766.
Strömberg, D. (2007). Natural disasters, economic development, and humanitarian aid. Journal of Economic perspectives, 21(3), 199-222.
van de Merwe, K., Mallam, S., & Nazir, S. (2024). Agent transparency, situation awareness, mental workload, and operator performance: A systematic literature review. Human Factors, 66(1), 180-208.
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