Machine Learning and Data Mining Approaches to Climate Science

Name: Machine Learning and Data Mining Approaches to Climate Science
Brand: Springer International Publishing AG
SKU: 9783319172194
Price: 59218 HUF
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Proceedings of the 4th International Workshop on Climate Informatics

Szerző: Valliappa Lakshmanan, Eric Gilleland, Amy McGovern, Martin Tingley

Nyelv:

Kötés: Kemény kötésű

Kiadó: Springer International Publishing AG

Elérhetőség: Beszállítói készleten

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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 - Kemény kötésű

Kiadva

2015

oldal

252

EAN

9783319172194

ISBN

3319172190

Enbook ID

09219475

Kiadó

Springer International Publishing AG

Súly

5685

Méretek

155 x 235 x 20

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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Machine Learning and Data Mining Approaches to Climate Science

Proceedings of the 4th International Workshop on Climate Informatics

Információk a könyvről

Teljes leírás

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Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták