Our group member Yuchi’s paper “An adaptive adversarial domain adaptation approach for corn yield prediction” was published on Computers and Electronics in Agriculture. Congratulations!
Our group member Luwei’s paper “Geographically and temporally weighted neural network for winter wheat yield prediction” was published on Remote Sensing Of Environment. Congratulations!
Our group member Luwei’s paper “Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images” was published on IEEE Geoscience and Remote Sensing Letters. Congratulations!
Our group member Yuchi’s paper “Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach” was published on Remote Sensing Of Environment. Congratulations!
Our group member Yumiao’s paper “A new attention-based CNN approach for crop mapping using time series Sentinel-2 images” was published on Computers and Electronics in Agriculture. Congratulations!
2020
Our group member Chen’s paper “Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning” was published on Sensors. Congratulations!
Our group member Luwei’s paper “Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning” was published on Remote Sensing. Congratulations!
Our group member Yumiao’s paper “Combining Multi-Source Data and Machine Learning Approaches to Predict Winter Wheat Yield in the Conterminous United States” was published on Remote Sensing. Congratulations!
2019
11/2019, Prof. Zhang joined Center for Sustainable and Global Environment at Nelson Institute as an affiliated professor.
11/2019, Welcome Jonathan joined our lab as an undergraduate research assistant! We look forward to your contribution to the group.
10/2019, Welcome Luwei, Chen and Yumiao joined our lab! We look forward to your contribution to the group.
10/2019, Our abstract “County-level corn yield prediction using deep transfer learning” first authored by Yuchi has been accepted for an Oral Presentation at 2019 AGU Fall Meeting. Congrats Yuchi!
10/2019, Our paper “An Adaptive Multiview Active Learning Approach for Spectral-Spatial Classification of Hyperspectral Images” has been accepted by IEEE Transaction on Geoscience and Remote Sensing.
07/2019, Our paper “California Almond Yield Prediction at the Orchard Level with a Machine Learning Approach” has been published at Frontiers in Plant Science