Yield prediction through UAV-based multispectral imaging and deep learning in rice breeding trials

Random Forests

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

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Overview of the radiometric and biophysical performance of the MODIS vegetation indices

Alfredo Huete, Kamel Didan, Tomoaki Miura et al. · Remote Sensing of Environment · 2002 · 9.6K citations

Agriculture, Ecology, Geography +14

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

Agriculture, Agricultural Economics, Crop Sciences +17

Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves

Anatoly A. Gitelson, Yuri Gritz †, Mark N. Merzlyak · Journal of Plant Physiology · 2003 · 2.6K citations

Life Sciences, Plant Biology, Plant Sciences +13