Liang Wan

Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer – a case study of small farmlands in the South of China

Liang Wan, Haiyan Cen, Jiangpeng Zhu et al. · Agricultural and Forest Meteorology · 2020 · 269 citations

Agricultural Engineering, Precision Agriculture, Grain Yield Prediction +13

Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras

Haiyan Cen, Liang Wan, Jiangpeng Zhu et al. · Plant Methods · 2019 · 162 citations · Full text

Fine-tuning convolutional neural network with transfer learning for semantic segmentation of ground-level oilseed rape images in a field with high weed pressure

Alwaseela Abdalla, Haiyan Cen, Liang Wan et al. · Computers and Electronics in Agriculture · 2019 · 160 citations

Convolutional Neural Network, Precision Agriculture, Image Analysis +13

Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape

Liang Wan, Yijian Li, Haiyan Cen et al. · Remote Sensing · 2018 · 148 citations · Full text

Precision Agriculture, Engineering, Botany +22

Combining transfer learning and hyperspectral reflectance analysis to assess leaf nitrogen concentration across different plant species datasets

Liang Wan, Weijun Zhou, Yong He et al. · Remote Sensing of Environment · 2021 · 117 citations · Full text