Advanced Geospatial Intelligence and AI for Environmental Resilience and Sustainable Development
暫譯: 進階地理空間情報與人工智慧在環境韌性與可持續發展中的應用
Sarif, MD Omar, Sharifi, Ayyoob
- 出版商: Springer
- 出版日期: 2026-01-09
- 售價: $7,340
- 貴賓價: 9.5 折 $6,973
- 語言: 英文
- 頁數: 452
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032037131
- ISBN-13: 9783032037138
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相關分類:
地理資訊系統 Gis、Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
This edited volume brings together leading experts and researchers from diverse disciplines to provide insights into how geospatial data and AI technologies can be leveraged to tackle pressing environmental issues, ranging from climate change mitigation to natural resource management. By combining geospatial analysis with AI algorithms such as machine learning and deep learning, the book showcases innovative approaches for monitoring, modelling, and managing environmental systems at various scales.
The chapters in this book bridge the gap between theory and practice, offering practical guidance and real-world case studies to readers interested in harnessing the potential of geospatial and AI technologies for sustainability and resilience initiatives. Through a series of chapters covering topics such as remote sensing, spatial data analysis, environmental modelling, and decision support systems, the book equips readers with the knowledge and tools necessary to address complex environmental challenges in an increasingly interconnected world. The book fills an important gap by providing a timely and authoritative resource that not only explores the theoretical foundations of geospatial and AI applications but also offers practical insights into their implementation and potential impact.
Ultimately this volume seeks to empower readers with the knowledge and tools needed to address environmental challenges effectively and promote sustainable resilience in an ever-changing world. The contents here offer valuable insights and guidance for leveraging the transformative power of geospatial and AI technologies to create a more sustainable future.
商品描述(中文翻譯)
本書匯集了來自不同領域的領先專家和研究人員,提供有關如何利用地理空間數據和人工智慧(AI)技術來應對緊迫的環境問題的見解,這些問題包括氣候變遷緩解和自然資源管理。通過將地理空間分析與機器學習和深度學習等AI演算法相結合,本書展示了在不同規模下監測、建模和管理環境系統的創新方法。
本書的各章節彌合了理論與實踐之間的鴻溝,為有興趣利用地理空間和AI技術推動可持續性和韌性倡議的讀者提供實用指導和真實案例研究。通過一系列涵蓋遙感、空間數據分析、環境建模和決策支持系統等主題的章節,本書使讀者具備應對日益互聯的世界中複雜環境挑戰所需的知識和工具。本書填補了一個重要的空白,提供了一個及時且權威的資源,不僅探討了地理空間和AI應用的理論基礎,還提供了其實施和潛在影響的實用見解。
最終,本書旨在賦予讀者有效應對環境挑戰的知識和工具,並在不斷變化的世界中促進可持續的韌性。這裡的內容提供了有價值的見解和指導,幫助利用地理空間和AI技術的變革力量,創造一個更可持續的未來。