{"product_id":"artificial-intelligence-in-earth-science-best-practices-and-fundamental-challenges-9780323917377","title":"Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges","description":"\u003cp\u003e • Author(s): Ziheng Sun\u003cbr\u003e • Publisher: Elsevier\u003cbr\u003e • Publisher Imprint: Elsevier\u003cbr\u003e • BISAC: Earth Sciences - Geology\u003c\/p\u003e\u003cp\u003e\u003ci\u003eArtificial Intelligence in Earth Science: Best Practices and Fundamental Challenges\u003c\/i\u003e 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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThe book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work.","brand":"Elsevier","offers":[{"title":"Paperback","offer_id":45034072604823,"sku":"9780323917377","price":20273.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780323917377.webp?v=1768543180","url":"https:\/\/atlanticbooks.com\/products\/artificial-intelligence-in-earth-science-best-practices-and-fundamental-challenges-9780323917377","provider":"Atlantic Books","version":"1.0","type":"link"}