Artificial Intelligence and Systems of the Earth / Michel Speiser.

Format:

Book

Author/Creator:

Speiser, Michel, author.

Language:

English

Subjects (All):

Artificial intelligence.

Earth sciences--Data processing.

Earth sciences.

Physical Description:

1 online resource

Place of Publication:

London : Taylor & Francis, 2025.

Summary:

"Artificial Intelligence and Systems of the Earth is a book about the potential and capabilities of Artificial Intelligence and Machine Learning 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"-- Provided by publisher.

Contents:

AI refresher

Current and future applications of AI in Earth-related sciences

AI and challenges in Earth-related sciences

AI hardware and quantum computing

Why believe AI? : the role of machine learning in science

Generative AI

Causal models : AI that asks "why" and "what if.".

Notes:

CC BY-NC-ND

Description based on publisher supplied metadata and other sources.