Corn emergence uniformity estimation and mapping using UAV imagery and deep learning

Chin Nee Vong,Lance S. Conway,Aijing Feng,Jianfeng Zhou,Newell R. Kitchen,Kenneth A. Sudduth

Computers and Electronics in Agriculture（2022）

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摘要

•A deep learning model to estimate corn stand uniformity from UAV images.•Estimation accuracies for plant density and mean days after emergence are ≥ 0.95.•Field-scale emergence uniformity maps are produced.•Deeper planting depths result in less, late emergence, and less spatial uniformity.

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关键词

Corn emergence,Deep learning,Emergence uniformity,Planting depth,UAV imagery

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