《Artificial Intelligence and Systems of the Earth》作者：Michel Speiser【PDF】

千石抚子

简介：
Artificial Intelligence and Systems of the Earth is a book about the potential and capabilities of artificial intelligence (AI) and machine learning (ML) for studying the Earth. It aims to serve as an eye-opener on new avenues of scientific research that can be enabled by AI/ML. This is not meant to be a ‘how to’ book but is written to answer the question ‘what if’. It explains how these tools are currently being applied, and the new opportunities they have opened. Through many examples and application ideas from outside the Earth Sciences, the book discusses some of the most prevalent types of AI in current use, the future of AI hardware, and how AI/ML bring about change.

Features

Provides accessible and compact coverage on the many uses AI in Earth Science.
Covers AI, deep learning, and causal modeling concepts in an easy-to-understand language.
Contains a chapter on generat ive AI and its specific strengths and challenges.
Includes descriptions of computer hardware for AI and where it is headed.
Offers a companion website with regularly updated content.
This book is an excellent resource for researchers, academics, graduate, and senior undergraduate students in Earth Science and Environmental Science and Engineering, who wish to learn how AI and ML can benefit them, its potential applications, and capabilities. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons (CC-BY) 4.0 license.

烟雨红尘

这也是讲人工智能与地球系统关系的书

《人工智能与地球系统》是一本探讨人工智能（AI）和机器学习（ML）在地球科学研究中潜力和应用能力的著作。本书旨在揭示AI/ML能够开启的新的科学研究方向。虽然它并非一本操作指南，但旨在回答“如果……会怎样”这样的问题。书中详细介绍了这些技术当前的应用方式以及它们所带来的新机遇。通过大量来自地球科学领域之外的案例和应用实例，本书探讨了目前最常用的AI类型、AI硬件的未来发展，以及AI/ML如何推动社会变革。