研究论文
Does MC-LSTM model improve the reliability of streamflow prediction in human-influenced watersheds?
Gopeshwar Sahu, Nikunj K. Mangukiya, Ashutosh Sharma
Indian Institute of Technology Roorkee
来源Journal of Hydrology
年份2025
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学术脉络
学科主题
物理Hydrological Forecasting Using AI
Hydrology and Watershed Management Studies · Flood Risk Assessment and Management
参考文献 68
River flow forecasting through conceptual models part I — A discussion of principles
被引 24,142J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970
Long Short-Term Memory
被引 99,725Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997
Controls on hydrologic similarity: role of nearby gauged catchments for prediction at an ungauged catchment
被引 99Sopan Patil, Marc Stieglitz · Hydrology and earth system sciences · 2012
此处列出前 3 条
施引文献 4
A coupled model for water quality source tracing and prediction in arid industrialized regions
被引 0Mingyang Liu, Jiake Li, Weijie Gao · Physics and Chemistry of the Earth Parts A/B/C · 2026
Editorial: Hydrodynamics and Water Quality of Rivers and Lakes
被引 0Gabriela Elena Dumitran, Liana Ioana Vuţă, Elisabeta Cristina Timis · Hydrology · 2026
Quantitative prediction of interfacial void evolution linking process parameters to joint performance in Ti-6Al-4V diffusion bonding
被引 0Shiwei Li, Shengyu Wang, Xiaoyang Bi · Journal of Manufacturing Processes · 2026
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