Intelligence Systems for Earth, Environmental and Planetary Sciences : Methods, Models and Applications

Bonakdari, Hossein (EDT)/ Gumiere, Silvio José (EDT)

Elsevier - Health Sciences Division（2024/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 290 p.
• 言語 ENG
• 商品コード 9780443132933
• DDC分類 006.3

Full Description

Intelligence Systems for Earth, Environmental and Planetary Sciences: Methods, Models and Applications provides cutting-edge theory and applications of modern-day artificial intelligence and data science in the Earth, environment, and planetary science fields. The book is divided into three sections: (i) Methods, covering the fundamentals of intelligence systems, along with an introduction to the preparation of datasets; (ii) Models, detailing model development, data assimilation, and techniques in each field; and (iii) Applications, presenting case studies of artificial intelligence and data science solutions to Earth, environmental, and planetary sciences problems, as well as future perspectives.

Intelligence Systems for Earth, Environmental and Planetary Sciences will be of interest to students, academics, and postgraduate professionals in the field of applied sciences, Earth, environmental, and planetary sciences and would also serve as an excellent companion resource to courses studying artificial intelligence applications for theoretical and practical studies in Earth, environmental, and planetary sciences.

Contents

1. Smart techniques for Earth, environmental and planetary sciences
2. Data preparation processes
3. Meta-heuristic algorithms for Earth, environmental and planetary sciences
4. Standard to Advanced version of meta-heuristic algorithms
5. The application of machine learning and evolutionary computational techniques
6. Case studies of applications of evolutionary computational techniques
7. Future applications