Concepedia

Predict soil texture distributions using an artificial neural network model

Zhengyong Zhao, T. L. Chow, H. W. Rees, Qi Yang, Zisheng Xing, Fan‐Rui Meng

Computers and Electronics in Agriculture · 2008 · 210 citations · 47 references

Concepts

AgricultureEarth SciencesSoil SciencesMachine LearningSoil PhysicsSoil ScienceSoil Physical PropertiesSoil TexturePredictive Soil ModelingSoil Property PredictionSoil Texture AnalysisSoil Texture CharacterizationSoil Texture Distribution

References

47

Approximation capabilities of multilayer feedforward networks

Kurt Hornik · Neural Networks · 1991 · 6.1K citations

Computing, Computer Science, Computer Networks +11

Geostatistics for Natural Resources Evaluation

Timothy C. Coburn, Pierre Goovaerts · Technometrics · 2000 · 4.1K citations

Computing, Earth Sciences, Geoinformatics +17

A physically based, variable contributing area model of basin hydrology

M. J. Kirkby, KJ Beven · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 1979 · 4K citations

Natural Resources, Earth Sciences, Hydrology +17

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

On digital soil mapping

Alex B. McBratney, Maria de Lourdes Mendonça-Santos, Budiman Minasny · Geoderma · 2003 · 3.6K citations

Agriculture, Earth Sciences, Soil Sciences +12