A distributed water–heat coupled model for mountainous watershed of an inland river basin in Northwest China (II) using meteorological and hydrological data

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A distributed water–heat coupled model (DWHC) is calibrated by using daily precipitation data from 26 hydrological and meteorological stations: daily averaged air temperature data from the 11 stations and daily pan evaporation data (E601) from the 15 stations in 2000. Six tests by using different spatial interpolation methods to calculate the above daily meteorological data in each 1 km × 1 km grid, are designed to simulate the mean daily runoff generated from the research Heihe mountainous watershed in 2000. Due to spatial sparseness and asymmetry of the hydrological and meteorological stations, the results of the six tests have little differences. The interpolation method in 3-D mode considering altitude is not better than those taking no account of altitude, nor are the model results when the daily meteorological data at the two stations far from the research watershed are complemented. At last, a nearest neighbor interpolation method in 2-D mode is used to calibrate the DWHC model, in which the revised Nash-Sutcliffe Efficiency NSE, balance error B, determinate coefficient R2, root mean square error RMSE and average absolute error MAE is about 0.61, 0.08%, 0.73, 25.0 and 15.8 m3s−1, respectively. However, by using the daily data in 1999 to validate the model, the NSE, B, R2, RMSE and MAE are, respectively, 0.63, −2.98%, 0.77, 34.9 and 20.3 m3s−1. The reason that the model result is not favorable is mainly because of the lack of detailed soil information, meteorological data and vegetation data; even worse, the basic equations for runoff generation processes are mainly derived from the research results in other regions and meanwhile, its flow concentration method should be improved too. The water balance of the research watershed in 2000 is also discussed in this paper. Though the runoff simulation results are not favorable, the estimated evapotranspiration and runoff components are in accordance with the usual knowledge qualitatively, parts of which meet with the field measurements. According to the model results, the runoff is mainly generated from the land surfaces and shallow soil layers in this cold mountainous watershed. The alpine meadow has evident water conservation function based on the model results, field investigation and field observation results. The DWHC model also reproduces the formation processes of the thick-layered ground ice to some extent, though it is suppositional due to lack of detailed soil, vegetation and meteorological information.