Artificial Intelligence, Geographic Information Systems, and Multi-Criteria Decision-Making for Improving Sustainable Development
暫譯: 人工智慧、地理資訊系統與多準則決策在提升可持續發展中的應用
Jana, Sujoy Kumar, Muduli, Kamalakanta, Pal, Indrajit
- 出版商: Auerbach Publication
- 出版日期: 2025-08-12
- 售價: $6,980
- 貴賓價: 9.5 折 $6,631
- 語言: 英文
- 頁數: 210
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032669977
- ISBN-13: 9781032669977
-
相關分類:
人工智慧、地理資訊系統 Gis
海外代購書籍(需單獨結帳)
相關主題
商品描述
The Asia-Pacific region, home to some of the world's fastest-growing economies, faces a range of complex challenges, including environmental degradation, the increasing frequency of natural hazards, and rapid urbanization. Addressing these issues, which many countries across the globe are facing, requires innovative, interdisciplinary approaches to promote sustainable development and enhance resilience. Geographic information systems (GIS), when combined with multi-criteria decision-making (MCDM) techniques and advanced technologies such as artificial intelligence (AI), offer powerful tools to tackle these multifaceted problems. AIGIS integrates AI with GIS to derive insights from geospatial data. The fusion of AI techniques with GIS enhances data analysis, visualization, and decision-making. Artificial Intelligence, Geographic Information Systems, and Multi-Criteria Decision-Making for Improving Sustainable Development explore how these integrated tools can support decision-making processes aimed at advancing sustainable development.
Drawing on research and insights from diverse disciplines, the book looks at how GIS, MCDM, and AI can provide solutions for disaster risk reduction, environmental monitoring, urban planning, and natural resource management. Through diverse case studies and theoretical explorations, this book highlights the value of integrated geospatial tools in facilitating informed decision-making and fostering resilient societies in the face of evolving challenges. It covers a wide range of topics, including the following:
- Site-soil-geology assessments in Fiji
- Flood risk analysis in Hong Kong
- Air quality management in Delhi during the COVID-19 pandemic
- Vegetation health monitoring in Thailand
Bringing together the work of academicians, practitioners, and decision-makers, the book reflects the growing recognition towards effective and sustainable solutions to complex problems, which require a multidimensional approach, integrating scientific, economic, and social considerations. By providing the latest research and practical applications of MCDM, AI, and GIS, it contributes to ongoing efforts to build a more sustainable and resilient future for the Asia-Pacific region, as well as for the world.
商品描述(中文翻譯)
亞太地區擁有一些世界上增長最快的經濟體,面臨著一系列複雜的挑戰,包括環境退化、自然災害頻率增加以及快速城市化。解決這些問題需要創新和跨學科的方法,以促進可持續發展並增強韌性,這是全球許多國家所面臨的挑戰。地理資訊系統(GIS)結合多準則決策(MCDM)技術和人工智慧(AI)等先進技術,提供了強大的工具來應對這些多面向的問題。AIGIS 將 AI 與 GIS 整合,以從地理空間數據中獲取見解。AI 技術與 GIS 的融合增強了數據分析、可視化和決策制定的能力。《人工智慧、地理資訊系統與多準則決策以改善可持續發展》探討了這些整合工具如何支持旨在推進可持續發展的決策過程。
本書借鑒來自不同學科的研究和見解,探討 GIS、MCDM 和 AI 如何為災害風險降低、環境監測、城市規劃和自然資源管理提供解決方案。通過多樣的案例研究和理論探索,本書突顯了整合地理空間工具在促進知情決策和培養面對不斷演變挑戰的韌性社會中的價值。它涵蓋了廣泛的主題,包括以下內容:
- 斐濟的場地-土壤-地質評估
- 香港的洪水風險分析
- 新德里在 COVID-19 大流行期間的空氣質量管理
- 泰國的植被健康監測
本書匯集了學者、實務工作者和決策者的研究成果,反映出對於有效和可持續解決複雜問題的日益認識,這些問題需要一種多維的方法,整合科學、經濟和社會考量。通過提供 MCDM、AI 和 GIS 的最新研究和實踐應用,本書為亞太地區以及全球建設更可持續和韌性的未來的持續努力做出了貢獻。
作者簡介
Dr. Sujoy Kumar Jana is an Associate Professor of the GIS section, Department of Surveying & Land Studies at the Papua New Guinea University of Technology.
Dr. Kamalakanta Muduli is as an Associate Professor in the Department of Mechanical Engineering, Papua New Guinea University of Technology.
Dr. Indrajit Pal is an Associate Professor and the Chair of the Disaster Preparedness, Mitigation and Management and Deputy Director of the Research Center "South- and Southeast Asia Multi-disciplinary Applied Research Network on Transforming Societies of Global South (SMARTS)" at the Asian Institute of Technology, Thailand.
Dr. Purushottam Meena is a member of the Supply Chain Management Faculty in the School of Business at the College of Charleston, South Carolina, USA.
作者簡介(中文翻譯)
蘇喬·庫馬爾·賈納博士是巴布亞新幾內亞科技大學測量與土地研究系地理資訊系的副教授。
卡馬拉坎塔·穆杜利博士是巴布亞新幾內亞科技大學機械工程系的副教授。
印德拉吉特·帕爾博士是泰國亞洲科技大學災害準備、減災與管理系的副教授及系主任,並擔任「南亞及東南亞多學科應用研究網絡轉型全球南方社會(SMARTS)」研究中心的副主任。
普魯索塔姆·米納博士是美國南卡羅來納州查爾斯頓學院商學院供應鏈管理系的成員。