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Reducing cloud obscuration of MODIS snow cover area products by combining spatio temporal techniques with a probability of snow approach

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Figure

Fig. 1. The upper Salt River basin.
Fig. 2. Fractional snow-covered area time series for one grid, over-layed upon a Snow Water Equivalent time series for a SNOTEL sta-tion located inside the grid
Fig. 3. (a) Pixel map of number of “days of snow” across the basinbetween 1 October and 31 May, indicating that snow is accumulatedat higher elevations on the eastern side; (b) pixel map of number ofdays with clouds over the same period.
Fig. 4. Example of the transition from original to corrected MOD10A1 image (26 November 2004), along with maps of the estimated PSOand the values of the thresholds selected.
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