Yunci Xu
- Visiting PhD Student
- Center for Global Change & Earth Observations
- Roy Lab
- Zhejiang University
- 1405 S Harrison Rd Rm 101
- xuyunci@msu.edu
RESEARCH INTERESTS
- Aquaculture remote sensing
- Semantic segmentation and mapping in remote sensing
- Application of machine learning in remote sensing
PUBLICATIONS
Y. Xu and L. Lu, "An Attention-Fused Deep Learning Model for Accurately Monitoring Cage and Raft Aquaculture at Large-Scale Using Sentinel-2 Data," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 9099-9109, 2024, doi: 10.1109/JSTARS.2024.3390762.
Y. Xu and L. Lu, "Spatiotemporal distribution of cage and raft aquaculture in China's offshore waters using object-oriented random forest classifier," 2022 10th International Conference on Agro-geoinformatics (Agro-Geoinformatics), Quebec City, QC, Canada, 2022, pp. 1-6, doi: 10.1109/Agro-Geoinformatics55649.2022.9859080.
Y. Xu, W. Wu and L. Lu, "Remote Sensing Mapping of Cage and Floating-raft Aquaculture in China's Offshore Waters Using Machine Learning Methods and Google Earth Engine," 2021 9th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Shenzhen, China, 2021, pp. 1-5, doi: 10.1109/Agro-Geoinformatics50104.2021.9530297.