Yao Liu

Wheat yield estimation using remote sensing data based on machine learning approaches

Enhui Cheng, Bing Zhang, Dailiang Peng et al. · Frontiers in Plant Science · 2022 · 87 citations · Full text

Precision Agriculture, Engineering, Machine Learning +22

Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning

Yao Liu, Lianru Gao, Chenchao Xiao et al. · Remote Sensing · 2020 · 49 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Dual-Channel Convolution Network With Image-Based Global Learning Framework for Hyperspectral Image Classification

Haoyang Yu, Hao Zhang, Yao Liu et al. · IEEE Geoscience and Remote Sensing Letters · 2021 · 44 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Increase in chlorophyll-a concentration in Lake Taihu from 1984 to 2021 based on Landsat observations

Ziyao Yin, Junsheng Li, Bing Zhang et al. · The Science of The Total Environment · 2023 · 44 citations

Biogeochemistry, Water Ecology, Landsat Observations +5

Multi-task deep learning network to predict future macrovascular invasion in hepatocellular carcinoma

Sirui Fu, Haoran Lai, Qiyang Li et al. · EClinicalMedicine · 2021 · 32 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +9