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Validation of solar radiation surfaces from MODIS and reanalysis data over topographically complex terrainAuthor(s): Todd A. Schroeder; Robbie Hember; Nicholas C. Coops; Shunlin Liang
Source: Journal of Applied Meteorology and Climatology. 48(12): 2441-2458.
Publication Series: Miscellaneous Publication
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DescriptionThe magnitude and distribution of incoming shortwave solar radiation (SW) has significant influence on the productive capacity of forest vegetation. Models that estimate forest productivity require accurate and spatially explicit radiation surfaces that resolve both long- and short-term temporal climatic patterns and that account for topographic variability of the land surface. This paper presents a validation of monthly average total (SWt) and diffuse (SWdf) incoming solar radiation surfaces taken from North American Regional Reanalysis (NARR) data and Moderate Resolution Imaging Spectroradiometer (MODIS) satellite imagery for a mountainous region of the Pacific northwestern United States and Canada. A topographic solar radiation model based on a regionally defined clearness index was used to downscale the 32-km NARR SWt surfaces to 1 km, resulting in surfaces that better matched the spatial resolution of MODIS, as well as accounted for elevation and terrain effects including shadowing. Validation was carried out using a series of ground station measurements (n 5304) collected in 2003. The results indicated that annually, the NARR and MODIS SWYt surfaces were both in strong agreement with ground measurements (r = 0.98 and 0.97), although the strength and bias of the relationships varied considerably by month. Correlations were highest in winter, early summer, and fall and lowest in spring. The NARR and MODIS SWYdf surfaces displayed poorer agreement with ground measurements (r = 0.89 and 0.79), the result of some months having negative correlations. The correlation and spatial structure between NARR and MODIS SWt surfaces was enhanced by topographic correction, resulting in more consistent input radiation surfaces for use in broad-scale forest productivity modeling.
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CitationSchroeder, Todd A.; Hember, Robbie; Coops, Nicholas C.; Liang, Shunlin. 2009. Validation of solar radiation surfaces from MODIS and reanalysis data over topographically complex terrain. Journal of Applied Meteorology and Climatology. 48(12): 2441-2458.
Keywordsshortwave solar radiation, MODIS, models
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