C. Derksen et al., Winter season variability in North American Prairie SWE distribution and atmospheric circulation, HYDROL PROC, 14(18), 2000, pp. 3273-3290
Passive-microwave derived observations of snow cover show potential to prov
ide synoptically sensitive hydrologically and climatologically significant
information because of all-weather imaging capabilities, rapid scene revisi
t time, and the ability to derive quantitative estimates of snow water equi
valent (SWE). In this study, 10 winter seasons (December, January, February
1988/89 to 1997/98) of five day averaged (pentad) passive-microwave derive
d SWE imagery are utilized to examine the seasonal snow cover characteristi
cs of a ground-validated North American Prairie study area. Principal compo
nents analysis (PCA) is used to identify the dominant spatial patterns thro
ugh time for three passive-microwave derived datasets: (1) pentad SWE, (2)
pentad SWE anomalies based on the 10 season mean and standard deviation, an
d (3) change-in-pentad SWE (Delta SWE) calculated by subtracting each SWE p
attern from the previous. Interpretation of the component loading patterns
indicates that the Delta SWE time series is best suited for the climatologi
cal application of identifying associations between snow cover and atmosphe
ric circulation. Two dominant patterns are identified within the Delta SWE
time series: the positive (negative) phase of principal component 1 capture
s a pattern of widespread SWE ablation (accumulation) in the south with acc
umulation (ablation) to the north. The positive (negative) phase of princip
al component two characterizes a meridional accumulation (ablation) zone or
iented from the northwest to southeast of the study area. The National Cent
er for Environmental Prediction (NCEP) gridded atmospheric data (500 mb geo
potential height; 700 mb temperature) are investigated in conjunction with
the first two Delta SWE principal components to identify whether consistenc
y exists in the atmospheric patterns associated, at no time lag, with these
dominant Delta SWE modes. An investigation of composite and anomaly atmosp
heric fields illustrates that unique and consistent atmospheric circulation
patterns are linked to the SWE components. Copyright (C) 2000 John Wiley &
Sons, Ltd.