Nonlinear prediction of near-surface temperature via univariate and multivariate time series embedding
K Koçak, L Şaylan, J Eitzinger - Ecological Modelling, 2004 - Elsevier
Surface temperature is an important variable, especially for frost prediction and other
agricultural applications. For these purposes, accurate surface temperature measurements
or predictions are required. The present study uses univariate (UTSE) and multivariate time
series embedding (MTSE) for the purpose of nonlinear time series prediction. These two
approaches require multidimensional phase space construction. The coordinates of this
space are spanned by the time series itself and its shifted versions. Then the prediction is …
agricultural applications. For these purposes, accurate surface temperature measurements
or predictions are required. The present study uses univariate (UTSE) and multivariate time
series embedding (MTSE) for the purpose of nonlinear time series prediction. These two
approaches require multidimensional phase space construction. The coordinates of this
space are spanned by the time series itself and its shifted versions. Then the prediction is …
[引用][C] Nonlinear prediction of near-surface temperature via univariate and multivariate time series embedding K. Koçak, L. Saylan (Istanbul, Turkey) and J. Eitzinger …
T Yonow, MP Zalucki, RW Sutherst, BC Dominiak… - Ecological Modelling, 2004
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