Semantic Kriging for Spatio-temporal Prediction

Name: Semantic Kriging for Spatio-temporal Prediction
Brand: Springer Verlag, Singapore
SKU: 9789811386664
Price: 2286 CZK
Availability: InStock

Autor: Soumya Kanti Ghosh, Jia Chen

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Verlag, Singapore

Dostupnost: Skladem u dodavatele

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2 286 Kč

This book identifies the need for modeling auxiliary knowledge of the terrain to enhance the predict...

Informace o knize

Autor

Soumya Kanti Ghosh, Jia Chen

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2020

Stránek

127

EAN

9789811386664

ISBN

9811386668

Enbook ID

33060467

Vydavatel

Springer Verlag, Singapore

Hmotnost

250

Rozměry

155 x 235 x 9

Kompletní popis

This book identifies the need for modeling auxiliary knowledge of the terrain to enhance the prediction accuracy of meteorological parameters. The spatial and spatio-temporal prediction of these parameters are important for the scientific community, and the semantic kriging (SemK) and its variants facilitate different types of prediction and forecasting, such as spatial and spatio-temporal, a-priori and a-posterior, univariate and multivariate. As such, the book also covers the process of deriving the meteorological parameters from raw satellite remote sensing imagery, and helps understanding different prediction method categories and the relation between spatial interpolation methods and other prediction methods. The book is a valuable resource for researchers working in the area of prediction of meteorological parameters, semantic analysis (ontology-based reasoning) of the terrain, and improving predictions using auxiliary knowledge of the terrain.

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Semantic Kriging for Spatio-temporal Prediction

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