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Quantitative Geomorphology in the Artificial intelligence Era
Applications of AI for Earth and Environmental Change
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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.
- Applies quantitative geomorphology techniques to different geological topics through interdisciplinary practices
- Addresses the use of high and very-high resolution satellite imagery in geomorphic research for monitoring and assessment of quantitative geomorphology
- Provides guidance on quantitative techniques for assessing anthropogenic influences on natural materials and Earth processes
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