Concepedia

Mixture-based weight learning improves the random forest method for hyperspectral estimation of soil total nitrogen

Lixin Lin, Xixi Liu

Computers and Electronics in Agriculture · 2021 · 32 citations · 51 references

DOI

Concepts

References

51

Random Forests

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

C:N:P stoichiometry in soil: is there a “Redfield ratio” for the microbial biomass?

Cory C. Cleveland, Daniel Liptzin · Biogeochemistry · 2007 · 2.3K citations

, , +16

REFLECTION OF RADIANT ENERGY FROM SOILS

S. A. Bowers, R. J. Hanks · Soil Science · 1965 · 652 citations

, , +14

Characteristic Variations in Reflectance of Surface Soils

E. R. Stoner, M. F. Baumgardner · Soil Science Society of America Journal · 1981 · 583 citations · Full text

, , +13

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

Antonios Morellos, Xanthoula-Eirini Pantazi, Dimitrios Moshou et al. · Biosystems Engineering · 2016 · 482 citations · Full text

, , +17