Concepedia

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

Alfonso F. Torres‐Rua, Wynn R. Walker, Mac McKee

Agricultural Water Management · 2010 · 197 citations · 17 references

Concepts

Natural ResourcesEarth SciencesHydrologyForecastingHydrologic ForecastingMachine LearningClimate ModelingEnsemble ForecastingEvapotranspiration EstimationEvapotranspiration ModelingHydrometeorological ForecastingLand Surface ModelingCalibration Of Evapotranspiration ModelsEvapotranspirationEvapotranspiration ProcessesMachine Learning-based Hydrologic ForecastingPotential EvapotranspirationSensible Heat Flux EstimationTemporal Upscaling Of Evapotranspiration

References

17

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

A Practical Bayesian Framework for Backpropagation Networks

David Mackay · Neural Computation · 1992 · 2.9K citations

Computing, Computer Science, Bayesian Data Analysis +16

History and Evaluation of Hargreaves Evapotranspiration Equation

George H. Hargreaves, Richard G. Allen · Journal of Irrigation and Drainage Engineering · 2003 · 1.1K citations

Agriculture, Agronomy, Hydrology +17

Evaluation of the Nash–Sutcliffe Efficiency Index

Richard H. McCuen, Zachary Knight, A. Gillian Cutter · Journal of Hydrologic Engineering · 2006 · 803 citations

Natural Resources, Earth Sciences, Hydrology +16

New Evapotranspiration Crop Coefficients

James L. Wright · Journal of the Irrigation and Drainage Division · 1982 · 643 citations

Agriculture, Agronomy, Crop Sciences +17