Book Quantitative Geomorphology in the Artificial intelligence Era: Applications of AI for Earth and Environmental Change PDF Download - Hamid Reza Pourghasemi, Narges Kariminejad
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Quantitative Geomorphology in the Artificial intelligence Era: Applications of AI for Earth and Environmental Change
Hamid Reza Pourghasemi, Narges Kariminejad
Page: 410
Format: pdf, ePub, mobi, fb2
ISBN: 9780443300363
Publisher: Elsevier Science
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Overview
Quantitative Geomorphology in the Artificial Intelligence Era: Applications of AI for Earth and Environmental Change focuses on bridging the gaps in this emerging discipline, it delves into the complex interplay between landforms and the processes that shape them, offering innovative solutions through AI and data-driven methods. The book addresses the standards, quality assessment of data, spatial and temporal analysis tools, and rigorous validation techniques in geomorphology. It uses computational intelligence as a pivotal tool alongside GIS, remote sensing, and other advanced technologies. Readers will find a holistic resource that fosters collaboration and knowledge exchange among geological fields, aiming to address geomorphological challenges, hazards, and solutions. By harnessing AI, GIS, remote sensing, machine learning, and geophysical techniques, it offers new dimensions to existing assessment methods and techniques.