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Knowledge Discovery in Big Data from Astronomy and Earth Observation
ISBN: 9780128191545
Published: 2020
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Published: 2020
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Description
<p><i>Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics</i> 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. </p> <p>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.</p>
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