Concepedia

Developing machine learning models with multi-source environmental data to predict wheat yield in China

Linchao Li, Bin Wang, Puyu Feng, De Li Liu, Qinsi He, Yajie Zhang, Yakai Wang, Siyi Li, Xiaoliang Lü, Chao Yue,

Computers and Electronics in Agriculture · 2022 · 116 citations · 77 references

DOI

Concepts

References

77

Random Forests

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

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index

Sergio M. Vicente‐Serrano, Santiago Beguerı́a, Juan Ignacio López‐Moreno · Journal of Climate · 2009 · 9.1K citations · Full text

, , +17

Global food demand and the sustainable intensification of agriculture

David Tilman, Christian Balzer, Jason Hill et al. · Proceedings of the National Academy of Sciences · 2011 · 7.5K citations · Full text

, , +17

The impacts of climate change on water resources and agriculture in China

Shilong Piao, Philippe Ciais, Yao Huang et al. · Nature · 2010 · 3.5K citations · Full text

, , +14