Artificial Intelligence in Earth Science : Best Practices and Fundamental Challenges
Book Details
Format
Paperback / Softback
ISBN-10
0323917372
ISBN-13
9780323917377
Publisher
Elsevier - Health Sciences Division
Imprint
Elsevier - Health Sciences Division
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Apr 26th, 2023
Print length
430 Pages
Weight
894 grams
Dimensions
19.00 x 23.50 x 2.40 cms
Product Classification:
Geology & the lithosphereArtificial intelligence
Ksh 25,550.00
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Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applying AI in Earth system sciences, such as training data preparation, model selection, hyperparameter tuning, model structure optimization, spatiotemporal generalization, transforming model results into products, and explaining trained models. In addition, it provides full-stack workflow tutorials to help walk readers through the whole process, regardless of previous AI experience. The book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work.
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