Concepedia

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Yaping Cai, Kaiyu Guan, David B. Lobell, Andries Potgieter, Shaowen Wang, Jian Peng, Tianfang Xu, Senthold Asseng, Yongguang Zhang, Liangzhi You,

Agricultural and Forest Meteorology · 2019 · 571 citations · 97 references

DOI

Concepts

References

97

Random Forests

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

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

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A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

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A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

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Updated high‐resolution grids of monthly climatic observations – the <scp>CRU TS3</scp> .10 Dataset

Ian Harris, P. D. Jones, Timothy J. Osborn et al. · International Journal of Climatology · 2013 · 6.3K citations · Full text

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