Knowledge Discovery in Big Data from Astronomy and Earth Observation - Astrogeoinformatics (Paperback)

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed. Finally, the book offers insight into the emerging science which combines data and expertise from both fields in studying the effect of cosmos on the earth and its inhabitants.

General

Imprint:	Elsevier Science Publishing Co Inc
Country of origin:	United States
Release date:	April 2020
First published:	2020
Editors:	Petr Skoda • Fathalrahman Adam
Dimensions:	235 x 191mm (L x W)
Format:	Paperback
Pages:	472
ISBN-13:	978-0-12-819154-5
Categories:	Books > Science & Mathematics > Astronomy, space & time > Observatories, equipment & methods Books > Earth & environment > Earth sciences > General Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > Databases > Data capture & analysis Books > Computing & IT > Computer software packages > Other software packages > Enterprise software > General Promotions
LSN:	0-12-819154-6
Barcode:	9780128191545

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