Concepedia

Data-driven models for monthly streamflow time series prediction

C.L. Wu, Kwok‐wing Chau

Engineering Applications of Artificial Intelligence · 2010 · 192 citations · 66 references

Concepts

Natural ResourcesEarth SciencesHydrologyForecastingHydrologic ModelingTime Series AnalysisHydrologic Time Series AnalysisStreamflow ForecastingStreamflow PredictionTime Series ForecastingTime Series ModelingTime Series PredictionData-driven Forecasting ModelsData-driven Streamflow ModelingData-driven Streamflow PredictionReal-time Streamflow ForecastingReal-time Streamflow Prediction

References

66

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 24K citations

Natural Resources, Hydrology, Water Resources Management +14

Measuring the strangeness of strange attractors

Peter Grassberger, Itamar Procaccia · Physica D Nonlinear Phenomena · 1983 · 5.6K citations

Natural Sciences, Mathematics, Physics +12

Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation

David R. Legates, Gregory J. McCabe · Water Resources Research · 1999 · 4.6K citations

Natural Resources, Earth Sciences, Hydrology +14

Independent coordinates for strange attractors from mutual information

Andrew M. Fraser, Harry L. Swinney · Physical review. A, General physics · 1986 · 4.6K citations

Natural Sciences, Mathematics, Physics +17

Instance-Based Learning Algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 4.1K citations · Full text