Yuchi Ma

Transfer learning in environmental remote sensing

Yuchi Ma, Shuo Chen, Stefano Ermon et al. · Remote Sensing of Environment · 2023 · 372 citations

Natural Sciences, Earth Sciences, Environmental Sciences +10

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 · 264 citations

Agriculture, Agronomy, Crop Sciences +16

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

Luwei Feng, Zhou Zhang, Yuchi Ma et al. · Remote Sensing · 2020 · 250 citations · Full text

Agriculture, Precision Agriculture, Crop Modeling +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 · 130 citations

Computing, Computer Science, Precision Agriculture +14

Self-supervised pre-training for large-scale crop mapping using Sentinel-2 time series

Yijia Xu, Yuchi Ma, Zhou Zhang · ISPRS Journal of Photogrammetry and Remote Sensing · 2024 · 75 citations

Agriculture, Agronomy, Precision Agriculture +15