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Fan Chen, Wade T. Crow, and Dongryeol Ryu

basins and data used in the analysis, and section 3 describes the hydrologic modeling and data assimilation methodology. Results are presented in section 4 , discussed in section 5 , and summarized in section 6 . 2. Study site and data The analysis is focused on 13 basins located in the central United States ( Table 1 , Fig. 1 ) that have been screened for adequate rain gauge and low levels of anthropogenic stream regulation ( Schaake et al. 2001 ). The chosen basins are from small to

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