Concepedia
Environmental Science and Pollution Research · 2022 · 37 citations · 41 references
Environmental MonitoringMachine LearningWater ResourcesData ScienceEngineeringGeographyForecastingHydrological ModelingMonthly Rainfall DataHydrologyWater Quality ForecastingSpatial Interpolation Approaches
41
Random Forests
Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text
River flow forecasting through conceptual models part I — A discussion of principles
J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 23.6K citations
Hydrological Prediction, River Basin Management, Engineering +9
A logical calculus of the ideas immanent in nervous activity
Warren S. McCulloch, Walter Pitts · Bulletin of Mathematical Biology · 1943 · 17.7K citations
Symbolic Learning, Cognitive Science, Computational Neuroscience +10
Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations
Daniel N. Moriasi, J. G. Arnold, M. W. Van Liew et al. · Transactions of the ASABE · 2007 · 12.8K citations
Model Evaluation Guidelines, Engineering, Watershed Simulations +16
Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation
David R. Legates, Gregory J. McCabe · Water Resources Research · 1999 · 4.5K citations
Summary Statistics, Hydrological Science, Correlation‐based Measures +10