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Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges

By Ziheng Sun (Editor), Nicoleta Cristea (Editor), Pablo Rivas (Editor)
eBook
$185.00
By Ziheng Sun (Editor), Nicoleta Cristea (Editor), Pablo Rivas (Editor)
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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...

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Science & TechnologyEarth ScienceGeologyGeology - General & Miscellaneous