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Книга 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

Автор: Valliappa Lakshmanan, Eric Gilleland, Amy McGovern, Martin Tingley
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 8-11 дни
157.37 € 307.80 лв
This book presents innovative work in Climate Informatics, a new field that reflects the application...

Информация за книгата

Автор
Valliappa Lakshmanan, Eric Gilleland, Amy McGovern, Martin Tingley
Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
252
EAN
9783319365589
ISBN
3319365584
Enbook ID
15193820
Издател
Springer International Publishing AG
Теглоt
4524
Размери
155 x 235 x 11

Пълно описание

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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