Monthly streamflow forecasting at varying spatial scales in the Rhine basin
نویسندگان
چکیده
منابع مشابه
Uncertainty Analysis of Monthly Streamflow Forecasting
Streamflow forecasting is an important factor in water resources planning and management. In this study Feed Forward Artificial Neural Network (FFANN) was used for monthly streamflow forecasting. Three scenarios were considered for modeling. Principal Component Analysis (PCA) is used for reducing the model architecture complexity and input data reduction. Twelve statistical criteria were used t...
متن کاملMonthly streamflow forecasting using Gaussian Process Regression
Bureau of Economic Geology, Jackson School of Geosciences, University of Texas Austin, Austin, TX 78713, United States Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL 32816, United States Key Laboratory for Agro-Ecological Processes in Subtropical Region, Institute of Subtropical, Agriculture, Chinese Academy of Sciences, Changsha, Ch...
متن کاملChanges in Streamflow Dynamics in the Rhine Basin under Three High-Resolution Regional Climate Scenarios
Because of global warming, the hydrologic behavior of the Rhine basin is expected to shift from a combined snowmeltand rainfall-driven regime to a more rainfall-dominated regime. Previous impact assessments have indicated that this leads, on average, to increasing streamflow by ;30% in winter and spring and decreasing streamflow by a similar value in summer. In this study, high-resolution (0.08...
متن کاملEffects of land use changes on streamflow generation in the Rhine basin
[1] The hydrological regime of the Rhine basin is expected to shift from a combined snowmelt-rainfall regime to a more rainfall-dominated regime because of climate change, leading to more extreme flood peaks and low flows. Land use changes may reinforce the effects of this shift through urbanization or may counteract them through, for example, afforestation. In this study, we investigate the ef...
متن کاملThe Rhine River Basin
Urs Uehlinger Department of Aquatic Ecology, Swiss Federal Institute of Aquatic Science and Technology (Eawag), CH-8600 D€ ubendorf, Switzerland Karl M. Wantzen Limnological Institute, University of Konstanz, ATIG-Aquatic-Terrestrial Interaction Group, D-78457 Konstanz, Germany Rob S.E.W. Leuven Department of Environmental Science, Institute for Water and Wetland Research (IWWR), Faculty of Sci...
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ژورنال
عنوان ژورنال: Hydrology and Earth System Sciences
سال: 2018
ISSN: 1607-7938
DOI: 10.5194/hess-22-929-2018