Yuchi Ma

发表

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

Qingyun Du, Brian D. Luck, Yuchi Ma, 2020, Remote. Sens..

Improving Spatial Disaggregation of Crop Yield by Incorporating Machine Learning with Multisource Data: A Case Study of Chinese Maize Yield

Tao Ye, Zuxun Zhang, P. Feng, 2022, Remote Sensing.

A review of remote sensing for potato traits characterization in precision agriculture

Zuxun Zhang, Chen Sun, Yuchi Ma, 2022, Frontiers in plant science.

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

Yi Wang, Chen Sun, Zhou Zhang, 2020, Sensors.

A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction

Zuxun Zhang, Yuchi Ma, 2022, IEEE Geoscience and Remote Sensing Letters.

A Systematic Study of Estimating Potato N Concentrations Using UAV-Based Hyper- and Multi-Spectral Imagery

Zuxun Zhang, Jing Zhou, Yuchi Ma, 2022, Agronomy.

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

Qingyun Du, Luwei Feng, Yuchi Ma, 2021, Comput. Electron. Agric..

An adaptive adversarial domain adaptation approach for corn yield prediction

Zhou Zhang, Yuchi Ma, Hsiuhan Lexie Yang, 2021, Comput. Electron. Agric..

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

Yanghui Kang, Mutlu Özdoğan, Yuchi Ma, 2021 .

Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction

Zhengwei Yang, Zuxun Zhang, Yuchi Ma, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Multi-source Unsupervised Domain Adaptation on Corn Yield Prediction

Zuxun Zhang, Yuchi Ma, 2022 .

Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images

Qingyun Du, Luwei Feng, Zhou Zhang, 2021, IEEE Geoscience and Remote Sensing Letters.

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

Yuchi Ma, Yijia Xu, Zhou Zhang, 2024, ISPRS Journal of Photogrammetry and Remote Sensing.

Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning

Yuchi Ma, Zhengwei Yang, Xiaoyu Wang, 2023, ArXiv.

Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression

Zuxun Zhang, Yuchi Ma, Zeyu Cao, 2022, ArXiv.

Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach

Zuxun Zhang, Yuchi Ma, Zhengwei Yang, 2023, Remote. Sens..