Evaluation and comparison of interpolated gauge rainfall data and gridded rainfall data in Florida,USA |
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| Authors: | Meijing Zhang Conrado de Leon |
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| Institution: | Department of Agricultural and Biological Engineering, University of Florida, Homestead, Florida, USA |
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| Abstract: | A variety of spatially continuous rainfall products are available but little evaluation of their accuracy has been published for areas with high spatial variability in rainfall. Five gridded rainfall products (PRISM, RTMA, and the interpolated Florida Automated Weather Network, FAWN, rainfall layers based on three interpolated methods) were assessed for Florida State. Point-to-pixel and pixel-to-pixel comparisons were performed to compare the five products. On average, the PRISM and RTMA products resulted in a better fit with the daily FAWN rainfall datasets, while FAWN-based interpolated products resulted in a better fit with the monthly FAWN rainfall datasets based on point-to-pixel analysis. Inverse distance weighting and ordinary kriging methods performed slightly better than the thin plate spline method in predicting daily rainfall. In general, monthly and seasonal rainfall amounts from PRISM and RTMA products were higher and lower, respectively, than reference rainfall amounts from FAWN gauge stations and FAWN-based interpolated products. |
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| Keywords: | gridded rainfall data inverse distance weighting ordinary kriging thin plate spline PRISM and RTMA |
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