Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network

HIGHLIGHTS

  • who: Corinna Frank from the Tarbiat Modares University, Iran have published the research work: Short-term runoff forecasting in an alpine catchment with a long short-term memory neural network, in the Journal: (JOURNAL) of October/25,/2020
  • what: The authors compare two approaches for the LSTM setup: using the same input feature set as the process-based model (temperature, precipitation, radiation) for best comparison and_(2) including past discharge observations in the feature set to harness the autocorrelation of the discharge signal. Two hydrometric stations mark off the sub-catchments Gletsch and Goneri on . . .

     

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