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Stochastic Multisite Generation of Daily Precipitation Data Using Spatial Autocorrelation
Publisher: American Meteorological Society
Abstract: There are a number of stochastic models that simulate weather data required for various water resources applications in hydrology, agriculture, ecosystem, and climate change studies. However, many of them ignore the ...
Comparing Model-Based and Model-Free Streamflow Simulation Approaches to Improve Hydropower Reservoir Operations
Publisher: American Society of Civil Engineers
Abstract: This paper presents a comparison between an inflow model-based and an inflow model-free optimization method applied to a hydropower system. Widely used stochastic dynamic programming (SDP) and the evolutionary multiobjective ...
Evaluating Transition Probabilities for a Stochastic Dynamic Programming Model Used in Water System Optimization
Publisher: American Society of Civil Engineers
Abstract: Stochastic dynamic programming is one of the most widely used optimization techniques for water system optimization. In this study, four methods for estimating transition probabilities have been evaluated to determine how ...
What is Missing from the Prescription of Hydrology for Land Surface Schemes?
Publisher: American Meteorological Society
Abstract: and surface schemes (LSSs) are of potential interest both to hydrologists looking for innovative ways to simulate river flow and the land surface water balance and to atmospheric scientists looking to improve weather and ...