Yi Bai

Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning

Minghan Cheng, Xiyun Jiao, Yadong Liu et al. · Agricultural Water Management · 2022 · 152 citations

Precision Agriculture, Engineering, Machine Learning +9

Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms

Shuaibing Liu, Xiuliang Jin, Chenwei Nie et al. · PLANT PHYSIOLOGY · 2021 · 146 citations · Full text

Precision Agriculture, Engineering, Machine Learning +21

UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background

Shuaibing Liu, Xiuliang Jin, Yi Bai et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 60 citations · Full text

Evaluation of UAV-based drought indices for crop water conditions monitoring: A case study of summer maize

Minghan Cheng, Chengming Sun, Chenwei Nie et al. · Agricultural Water Management · 2023 · 42 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +27

Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model

Xun Yu, Dameng Yin, Chenwei Nie et al. · Computers and Electronics in Agriculture · 2022 · 41 citations

Agricultural Engineering, Precision Agriculture, Image Analysis +11