Intelligence Systems for Earth, Environmental and Planetary Sciences

Methods, Models and Applications

Hossein Bonakdari, Silvio José Gumiere (Herausgeber)

Buch | Softcover

290 Seiten

2024
Elsevier - Health Sciences Division (Verlag)
978-0-443-13293-3 (ISBN)

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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.

Prof. Hossein Bonakdari obtained his PhD in civil engineering from the University of Caen Normandy, France. He has worked for several organizations, most recently as Professor at the Department of Civil Engineering, University of Ottawa, Canada. He is one of the most influential scientists in the field of developing novel algorithms for solving practical problems through the decision-making abilities of artificial intelligence. His research also focuses on creating comprehensive methodologies in the areas of simulation modeling, optimization, and machine learning algorithms. The results obtained from his research have been published in international journals and presented at international conferences. He was included in the list of the world’s top 2% scientists, published by Stanford University, and is on the editorial board of several journals. Prof. Silvio José Gumiere has been Professor at the Department of Soils and Agri-Food Engineering, Laval University, Canada, since 2011. He is an expert on the application of R-based numerical, statistical, and geostatistical methods, such as time series analyses, image and signal processing, erosion modeling, spatial hydrology, and spatial interpolation methods. His research has been published in international journals and conferences. He is an editor for several journals on hydrological modeling and machine learning techniques for solving applied science problems in hydrology, soil sciences, soil hydrology, and environmental journals.

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

Erscheinungsdatum	22.08.2024
Verlagsort	Philadelphia
Sprache	englisch
Maße	152 x 229 mm
Gewicht	450 g
Themenwelt	Mathematik / Informatik ► Informatik
	Naturwissenschaften ► Geowissenschaften ► Geologie
	Wirtschaft ► Betriebswirtschaft / Management
ISBN-10	0-443-13293-3 / 0443132933
ISBN-13	978-0-443-13293-3 / 9780443132933
Zustand	Neuware