Concepedia

Precise prediction of soil organic matter in soils planted with a variety of crops through hybrid methods

Muyuan Lu, Yuan Liu, Guijian Liu

Computers and Electronics in Agriculture · 2022 · 24 citations · 61 references

Concepts

AgricultureCrop SciencesSoil SciencesSoil FertilitySoil Organic MatterSoil ScienceOrganic Matter DecompositionSoil Chemical PropertiesSoil CompositionSoil Fertility DynamicsSoil Fertility EvaluationSoil Organic Matter FractionsSoil Organic Carbon EstimationSoil Organic Matter CharacterizationSoil Organic Matter ContentSoil Organic Matter LossSoil Organic Matter Prediction ModelsSoil Organic Matter QuantificationSoil-based Yield Prediction

References

61

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

AN EXAMINATION OF THE DEGTJAREFF METHOD FOR DETERMINING SOIL ORGANIC MATTER, AND A PROPOSED MODIFICATION OF THE CHROMIC ACID TITRATION METHOD

Allan Walkley, I. ARMSTRONG BLACK · Soil Science · 1934 · 21.7K citations · Full text

Agriculture, Earth Sciences, Soil Sciences +14

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Ensembling neural networks: Many could be better than all

Zhi‐Hua Zhou, Jianxin Wu, Wei Tang · Artificial Intelligence · 2002 · 2K citations

Computing, Computer Science, Artificial Intelligence +11

Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties

Cheng-Wen Chang, David A. Laird, M. J. Mausbach et al. · Soil Science Society of America Journal · 2001 · 1.9K citations

Agriculture, Earth Sciences, Soil Sciences +17