A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning
Author:
Affiliation:
1. Department of Civil and Environmental Engineering University of Iowa Iowa City IA USA
2. DHI China Shanghai China
Publisher
American Geophysical Union (AGU)
Subject
Water Science and Technology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2019WR025326
Reference53 articles.
1. Neural Network Modelling
2. SWAT: Model Use, Calibration, and Validation
3. Support Vector Regression
4. Modeling water quality in an urban river using hydrological factors – Data driven approaches
5. Monthly Rainfall-Runoff Modeling at Watershed Scale: A Comparative Study of Data-Driven and Theory-Driven Approaches
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