Toward an integrated disaster management approach: How artificial intelligence can boost disaster management
Autor
Abid, Sheikh Kamran
Sulaiman, Noralfishah
Chan, Shiau Wei
Nazir, Umber
Abid, Muhammad
Han, Heesup
Ariza-Montes, Antonio
Vega-Muñoz, Alejandro
Resumen
Technical and methodological enhancement of hazards and disaster research is identified as a critical question in disaster management. Artificial intelligence (AI) applications, such as tracking and mapping, geospatial analysis, remote sensing techniques, robotics, drone technology, machine learning, telecom and network services, accident and hot spot analysis, smart city urban plan-ning, transportation planning, and environmental impact analysis, are the technological compo-nents of societal change, having significant implications for research on the societal response to hazards and disasters. Social science researchers have used various technologies and methods to examine hazards and disasters through disciplinary, multidisciplinary, and interdisciplinary lenses. They have employed both quantitative and qualitative data collection and data analysis strategies. This study provides an overview of the current applications of AI in disaster management during its four phases and how AI is vital to all disaster management phases, leading to a faster, more concise, equipped response. Integrating a geographic information system (GIS) and remote sensing (RS) into disaster management enables higher planning, analysis, situational awareness, and recovery operations. GIS and RS are commonly recognized as key support tools for disaster management. Visualization capabilities, satellite images, and artificial intelligence analysis can assist governments in making quick decisions after natural disasters.
Colecciones
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
Article
Assessing the formal and informal waste recycling business processes through a stakeholders lens in Pakistan (2021)
Nawaz, Muhammad; Yousafzai, Muhammad Tariq; Khan, Salim; Ahmad, Wisal; Salman, Muhammad; Han, Heesup; Ariza-Montes, Antonio; Vega-Muñoz, Alejandro (MDPI, 2021-11-01)With this study, we aim to assess integration possibilities of formal and informal waste management approaches in a low-income country context by using recycling as a tool towards sustainability. Using a holistic approach, ... -
Article
Management of knowledge and competence through human resource information system—A structured review (2024)
Memon, Khalid Rasheed; Ghani, Bilqees; Hyder, Syed Irfan; Han, Heesup; Zada, Muhammad; Ariza-Montes, Antonio; Arraño-Muñoz, Marcelo (Frontiers Media S.A., 2022)The fourth industrial revolution will be ushered in by future high technology, and as a result, the world will face new difficulties relating to people, the environment, and profitability. Accordingly, the competitive edge ... -
Article
A contemporary issue of micro-foundation of csr, employee pro-environmental behavior and environmental performance toward energy saving, carbon emission reduction and recycling (2021)
Yu, Hua; Shabbir, Muhammad Salman; Ahmad, Naveed; Ariza-Montes, Antonio; Vega-Muñoz, Alejandro; Han, Heesup; Scholz, Miklas; Sial, Muhammad Safdar (MDPI AG, 2021-05-02)The contemporary literature has largely addressed corporate social responsibility (CSR) at the macro or institutional level, whereas its effect at the micro-level is largely ignored. In addition, contemporary researchers ...