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Keyword

streamflow forecasting

Description: The prediction of future river discharge using hydrological observations, models, or statistical and machine-learning methods.
OpenAlex ID: keywords/streamflow-forecasting
River flow forecasting through conceptual models part I — A discussion of principles
1970 · J.E. Nash, J.V. Sutcliffe · Journal of Hydrology · 23,698
Status of Automatic Calibration for Hydrologic Models: Comparison with Multilevel Expert Calibration
1999 · Hoshin Vijai Gupta, Soroosh Sorooshian, et al. · Journal of Hydrologic Engineering · 2,219
Validation of the Swat Model on a Large Rwer Basin With Point and Nonpoint Sources1
2001 · C. Santhi, J. G. Arnold, et al. · JAWRA Journal of the American Water Resources Association · 1,422
Artificial Neural Networks in Hydrology. II: Hydrologic Applications
2000 · ASCE Task Committee on Application of Artificial Neural Networks in Hydrology · Journal of Hydrologic Engineering · 1,339
A decade of Predictions in Ungauged Basins (PUB)—a review
2013 · M. Hrachowitz, H.H.G. Savenije, et al. · Hydrological Sciences Journal · 1,298
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Long‐range experimental hydrologic forecasting for the eastern United States
2002 · Andrew W. Wood, Edwin P. Maurer, et al. · Journal of Geophysical Research Atmospheres · 1,038
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Dual state–parameter estimation of hydrological models using ensemble Kalman filter
2004 · Hamid Moradkhani, Soroosh Sorooshian, et al. · Advances in Water Resources · 897
Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation
2008 · Jasper A. Vrugt, Cajo J. F. ter Braak, et al. · Water Resources Research · 891
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Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions
2010 · Holger R. Maier, Ashu Jain, et al. · Environmental Modelling & Software · 873
Multi-model ensemble hydrologic prediction using Bayesian model averaging
2007 · Qingyun Duan, Newsha K. Ajami, et al. · Advances in Water Resources · 724
An artificial neural network approach to rainfall-runoff modelling
1998 · CHRISTIAN W. DAWSON, ROBERT WILBY · Hydrological Sciences Journal · 696
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An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
2018 · Zaher Mundher Yaseen, Sadeq Oleiwi Sulaiman, et al. · Journal of Hydrology · 691
Large-scale monitoring of snow cover and runoff simulation in Himalayan river basins using remote sensing
2008 · W.W. Immerzeel, P. Droogers, et al. · Remote Sensing of Environment · 690
A process‐based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model
2008 · Koray K. Yilmaz, Hoshin V. Gupta, et al. · Water Resources Research · 681
Neural Networks for River Flow Prediction
1994 · Nachimuthu Karunanithi, William J. Grenney, et al. · Journal of Computing in Civil Engineering · 648
Introduction to hydrology
1972 · Warren Viessman · Medical Entomology and Zoology · 647
A neuro-fuzzy computing technique for modeling hydrological time series
2004 · P.C Nayak, K.P Sudheer, et al. · Journal of Hydrology · 624
Enhancing Streamflow Forecast and Extracting Insights Using Long‐Short Term Memory Networks With Data Integration at Continental Scales
2020 · Dapeng Feng, Kuai Fang, et al. · Water Resources Research · 601
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An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction
2007 · Newsha K. Ajami, Qingyun Duan, et al. · Water Resources Research · 595
Self-Organizing Methods in Modeling: Gmdh Type Algorithms
1984 · Stanley J. Farlow · Medical Entomology and Zoology · 591
Using support vector machines for long-term discharge prediction
2006 · JIAN-YI LIN, CHUN-TIAN CHENG, et al. · Hydrological Sciences Journal · 547
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Regionalization of constraints on expected watershed response behavior for improved predictions in ungauged basins
2007 · Maitreya Yadav, Thorsten Wagener, et al. · Advances in Water Resources · 540
Geostatistical Space–Time Models: A Review
1999 · Phaedon C. Kyriakidis, André G. Journel · Mathematical Geology · 506
Prediction in ungauged basins: a grand challenge for theoretical hydrology
2003 · Murugesu Sivapalan · Hydrological Processes · 483
Hybrid neural network models for hydrologic time series forecasting
2006 · Ashu Jain, Avadhnam Madhav Kumar · Applied Soft Computing · 466
Works count: 9,033
Citation count: 161,900
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