Concepedia

Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using WorldView-2 image as an independent test dataset

Onisimo Mutanga, Elhadi Adam, Clement Adjorlolo, Elfatih M. Abdel‐Rahman

International Journal of Applied Earth Observation and Geoinformation · 2014 · 70 citations · 59 references

DOI

Concepts

References

59

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

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Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong et al. · Journal of Chemical Information and Computer Sciences · 2003 · 3.5K citations

, , +24

Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction

Anantha Prasad, Louis R. Iverson, Andy Liaw · Ecosystems · 2006 · 2.2K citations

, , +10

Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression

PB Hansen, Jan K. Schjøerring · Remote Sensing of Environment · 2003 · 1.1K citations

, , +14