Spatial ARMA model for wind speed data
Articles
Laura Paulionienė
Klaipėda University
Published 2012-12-15
https://doi.org/10.15388/LMR.A.2012.18
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Keywords

spatio-temporal
AR
semivariogram
wind speed
spatial connection

How to Cite

Paulionienė L. (2012) “Spatial ARMA model for wind speed data”, Lietuvos matematikos rinkinys, 53(A), pp. 102–107. doi: 10.15388/LMR.A.2012.18.

Abstract

Spatial time series model for wind speed data is proposed. Based on few similar papers, first at each location univariate time series model, containing seasonal component and higher order autoregressive component is fitted. After eliminating time dependence in time series, empirical semivariogram based on time independent residuals is fitted and spatial weights for new location are calculated.

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