Application of Artificial Intelligence Tools

Name: Application of Artificial Intelligence Tools
Brand: Scholars' Press
SKU: 9783639510102
Price: 70.39 EUR
Availability: InStock

Impact on Weather Prediction

Автор: Kavita Pabreja

Език:

Корици: С меки корици

Издател: Scholars' Press

Наличност: Налично при издателя, по поръчка

Изпращаме след 17-27 дни

70.39 € 137.67 лв

Numerical Weather Prediction models have been adopted by most of the meteorological services to issu...

Информация за книгата

Автор

Kavita Pabreja

Език

Английски език

Корици

Книга - С меки корици

Издадена

2012

страници

196

EAN

9783639510102

ISBN

3639510100

Enbook ID

07170221

Издател

Scholars' Press

Теглоt

295

Размери

152 x 229 x 11

Пълно описание

Numerical Weather Prediction models have been adopted by most of the meteorological services to issue weather forecasts. Despite the improvement in the models, there are various limitations, specifically Sub-Grid scale weather phenomenon that cannot be explicitly resolved with present models and are derived through statistical relationship, which is not a theoretically stable process and there is a strong need for searching alternative tools. This book provides practical applications of data mining for interpretation of weather patterns. Pre-processing of multidimensional weather data using hyper cubes has been demonstrated to speed up storage and retrieval of weather variables. Association of rainfall with movement of LPS has also been done along with rainfall forecasting using Artificial Neural Networks. k-means clustering technique has been applied on the clusters of ensemble of derived weather variables for real life cases of tornado and cloudburst to locate patterns conducive to formation of these events. This approach should help the researchers, meteorologists and practitioners who may be looking forward to understand this unique blend of meteorology and computer science.

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Application of Artificial Intelligence Tools

Impact on Weather Prediction

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