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Könyv Machine Learning and Data Mining Approaches to Climate Science Valliappa Lakshmanan

Machine Learning and Data Mining Approaches to Climate Science

Proceedings of the 4th International Workshop on Climate Informatics

Szerző: Valliappa Lakshmanan, Eric Gilleland, Amy McGovern, Martin Tingley
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
57 842 Ft
This book presents innovative work in Climate Informatics, a new field that reflects the application...

Információk a könyvről

Szerző
Valliappa Lakshmanan, Eric Gilleland, Amy McGovern, Martin Tingley
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
252
EAN
9783319365589
ISBN
3319365584
Enbook ID
15193820
Kiadó
Springer International Publishing AG
Súly
4524
Méretek
155 x 235 x 11

Teljes leírás

This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that are increasingly needed in order to understand the climate system, an aspect which in turn has become crucial because of the threat of climate change. There has been a veritable explosion in the amount of data produced by satellites, environmental sensors and climate models that monitor, measure and forecast the earth system. In order to meaningfully pursue knowledge discovery on the basis of such voluminous and diverse datasets, it is necessary to apply machine learning methods, and Climate Informatics lies at the intersection of machine learning and climate science. This book grew out of the fourth workshop on Climate Informatics held in Boulder, Colorado in Sep. 2014.

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