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Observation and AI Techniques for Digital Earth

Autor Zhihua Zhang, Michael James Cardwell Crabbe, Daniele Contini, Daniela Cesari
en Limba Engleză Paperback – apr 2027
Observation and AI Techniques for Digital Earth examines observation and artificial intelligence techniques being incorporating into Digital Earth, including data mining, deep learning, cloud computing, and the internet of things. The book provides a comprehensive understanding and leveraging of the Digital Earth concept by exploring artificial intelligence and environmental observation. It aims to encourage sustainable development and enhance our understanding of Earth's dynamic systems by covering key topics such as integrated observation systems, geospatial AI applications, and commercialization strategies. This is an essential resource for those seeking to harness AI technologies for practical applications in environmental monitoring and management.

  • Covers detailed AI technique advances, including data mining, deep learning, cloud computing, and the Internet of Things being incorporated into Digital Earth
  • Reflects efficient AI applications and commercialization in Digital Earth to promote data acquisition, mechanism mining, and impact analyses across the entire spectrum of Earth and environmental sciences
  • Includes case studies and examples of AI applications in areas like disaster mitigation, precision agriculture, and biodiversity protection
  • Aligns with United Nations' Sustainable Development Goals by emphasizing the role of AI and Digital Earth in promoting sustainability and addressing global environmental challenges
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Specificații

ISBN-13: 9780443450020
ISBN-10: 0443450021
Pagini: 200
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE

Cuprins

1. Global Environmental Change
2. Integrated Observation System
3. Principles in Artificial Intelligence
4. Specific Artificial Intelligence in Digital Earth
5. Geospatial Artificial Intelligence
6. Atmospheric Particulate Matters
7. Source Apportionment and Tracking
8. Commercializing AI Techniques in Digital Earth

Notă biografică

Prof. Zhihua Zhang is a Taishan Distinguished Professor at Shandong University (China) and is leading an AI for Digital Earth research group. His long-standing research focuses on Digital Earth, Earth system dynamics, Environmental evolution and Sustainability. Prof Zhang has published many Elsevier/Springer books as the first author and more than 80 articles as the first/corresponding author, highlighted many times by New Scientist (UK), China Science Daily, and China Social Science Daily. Due to his research achievement on AI for Digital Earth, Prof Zhang was elected as an IETI fellow in 2025. Currently, Prof. Zhang is serving in many global and regional known journals as an Editor-in-Chief, Associate Editor or Editorial Board Member, chairing the first tracks at the Mediterranean Geosciences Union Annual Meeting and has delivered several plenary/keynote presentations at international conferences.