Estimation of corn yield based on hyperspectral imagery and convolutional neural network

Agriculture & Biology

• hyperspectral imagery 100%
• neural networks 74%
• corn 43%
• collars 28%
• leaves 22%
• color 18%
• yield forecasting 16%
• wavelet 8%
• blisters 8%
• arable soils 7%
• food crops 6%
• human population 6%
• animal production 6%
• raw materials 5%
• canopy 5%
• grain yield 4%
• developmental stages 4%
• industry 4%
• methodology 1%

Earth & Environmental Sciences

• maize 61%
• imagery 53%
• train 14%
• animal production 10%
• wavelet analysis 8%
• arable land 8%
• network analysis 8%
• human population 7%
• prediction 7%
• canopy 6%
• raw material 6%
• crop 5%
• food 5%
• industry 4%
• world 4%
• modeling 3%
• method 1%

Engineering & Materials Science

• Convolutional neural networks 62%
• Color 22%
• Wavelet analysis 7%
• Electric network analysis 6%
• Animals 6%
• Raw materials 5%
• Feature extraction 4%
• Computer simulation 3%
• Industry 2%
• Experiments 2%