P. Kaufmann et Ro. Weber, DIRECTIONAL CORRELATION-COEFFICIENT FOR CHANNELED FLOW AND APPLICATION TO WIND DATA OVER COMPLEX TERRAIN, Journal of atmospheric and oceanic technology, 15(1), 1998, pp. 89-97
Analysis of vector quantities or directional data, such as the variabl
es characterizing flow, is of significant interest to geophysical flui
d dynamicists. For flows with strong channeling, a new simple correlat
ion coefficient is defined. It is demonstrated by application to a mod
el of channeled flow that the new correlation captures the flow featur
es in the case of channeling better than other correlations taken from
the literature. The new correlation coefficient is applied to wind da
ta from a mesoscale network of anemometers in complex terrain. A clust
er analysis based on the correlation matrix is used to group observati
on sites into classes with similar behavior of the channeled flow. Sit
es within the same class are not necessarily geographically close. A s
imilar behavior of the wind directions indicated by these classes seem
s to be more closely related to the orographic features and to the alt
itude of the sites than to the horizontal distance between them.