Artificial Intelligence and Systems of the Earth
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...
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CRC Press
2024
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=4023038&site=ehost-live header: @attributes: shortDbName: nlebk uiTerm: 4023038 longDbName: eBook Collection (EBSCOhost) uiTag: AN controlInfo: bkinfo: btl: Artificial Intelligence and Systems of the Earth aug: au: Michel Speiser isbn: 9781032710501 9781032710532 9781040222836 9781040222843 imageinfo: pubinfo: dt: @attributes: year: 2024 month: 01 day: 01 dtAvail: @attributes: year: 2024 month: 12 day: 05 ed: First edition pub: CRC Press pubContract: CRC Press (Unlimited) place: Boca Raton, FL price: 0.01 limitsGroup: maxCheckoutDays: 1500 copyPages: -1 pda: N printPagesOffline: 60 printPagesOnline: 60 previewPages: 10000 prePubGroup: dewey: @attributes: class: 550.28563 item: 550 .28563 lc: @attributes: class: G70.2 item: G 70 .2 artinfo: ui: 4023038 1454856704 formats: fmt: – @attributes: type: EB doid: NL$4023038$PDF caption: PDF download: Y – @attributes: type: EK doid: NL$4023038$EPUB caption: EPUB download: Y tig: atl: Artificial Intelligence and Systems of the Earth ptl: Artificial Intelligence and Systems of the Earth aug: au: Michel Speiser su: Earth sciences--Data processing Artificial intelligence sug: subj: SCIENCE / Earth Sciences / General COMPUTERS / Artificial Intelligence / General COMPUTERS / Data Science / Machine Learning Earth sciences--Data processing Artificial intelligence ab: 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. pubtype: eBook doctype: Book ougenre: Book language: English copyright: @attributes: flag: N copyrightText: holdings: @attributes: islocal: N |
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