Yuchi Ma

Transfer learning in environmental remote sensing

Yuchi Ma, Shuo Chen, Stefano Ermon et al. · Remote Sensing of Environment · 2023 · 320 citations

Environmental Monitoring, Machine Learning, Engineering +4

Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach

Yuchi Ma, Zhou Zhang, Yanghui Kang et al. · Remote Sensing of Environment · 2021 · 251 citations

Precision Agriculture, Engineering, Uncertainty Quantification +8

Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning

Luwei Feng, Zhou Zhang, Yuchi Ma et al. · Remote Sensing · 2020 · 239 citations · Full text

Precision Agriculture, Engineering, Machine Learning +16

A new attention-based CNN approach for crop mapping using time series Sentinel-2 images

Yumiao Wang, Zhou Zhang, Luwei Feng et al. · Computers and Electronics in Agriculture · 2021 · 123 citations

Image Classification, Convolutional Neural Network, Image Analysis +6

Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning

Chen Sun, Luwei Feng, Zhou Zhang et al. · Sensors · 2020 · 65 citations · Full text