Publications

Peer-reviewed

1. Towards an integrated approach for managing and streaming 3D spatial data at the component level in spatial data infrastructures
   Dayu Yu, eng Yue, Binwen Wu, Filip Biljecki, Min Chen & Luancheng Lu International Journal of Geographical Information Science, 39(4): 847-871, 2025.
   DOI PDF Code

2. Bidirectionally Greedy Framework for Unsupervised 3D Building Extraction from Airborne-based 3D Meshes
   Dayu Yu, Peng Yue, Fan Ye, Deodato Tapete & Zheheng Liang
   Automation in Construction, 152: 104917, 2023.
   DOI PDF Code Data

3. Unsupervised Ground Filtering of Airborne-based 3D Meshes Using a Robust Cloth Simulation
   Dayu Yu, Lianlian He, Fan Ye, Liangcun Jiang, Chenxiao Zhang, Zhe Fang & Zheheng Liang
   International Journal of Applied Earth Observation and Geoinformation, 111: 102820, 2022.
   DOI Code

4. A Virtual Geographic Environment for Dynamic Simulation and Analysis of Tailings Dam Failure
   Dayu Yu, Liyu Tang, Fan Ye, & Chongcheng Chen
   International Journal of Digital Earth, 14(9): 1194-1212, 2021.
   DOI PDF

5. Three-dimensional Numerical Simulation of Mud Flow from a Tailing Dam Failure across Complex Terrain
   Dayu Yu, Liyu Tang, ChongCheng Chen & Fan Ye
   Natural Hazards and Earth System Sciences, 20(3): 727-741, 2020.
   DOI

6. Domain-incremental Learning for Fire Detection in Space-air-ground Integrated Observation Network
   Ming Wang, Dayu Yu, Wanting He, Peng Yue & Zheheng Liang
   International Journal of Applied Earth Observation and Geoinformation, 118: 103279, 2023.
   DOI

7. Efficient Remote Sensing Segmentation with Generative Adversarial Transformer
   Luyi Qiu, Dayu Yu, Chenxiao Zhang, & Xiaofeng Zhang
   IEEE Geoscience and Remote Sensing Letters, 21:6000905, 2023.
   DOI Code

8. A Semantics-Geometry Framework for Road Extraction from Remote Sensing Images
   Luyi Qiu, Dayu Yu, Chenxiao Zhang, & Xiaofeng Zhang
   IEEE Geoscience and Remote Sensing Letters, 20:6004805, 2023.
   DOI Code

9. A Local–Global Framework for Semantic Segmentation of Multisource Remote Sensing Images
   Luyi Qiu, Dayu Yu, Chenxiao Zhang, & Xiaofeng Zhang
   Remote Sensing, 2022, 15(1): 231, 2022.
   DOI

10. A Large Scale Training Sample Database System for Intelligent Interpretation of Remote Sensing Imagery Zhipeng Cao, Liangcun Jiang, Peng Yue, Jianya Gong, Xiangyun Hu, Shuaiqi Liu, Haofeng Tan, Chang Liu, Boyi Shangguan & Dayu Yu
    Geo-spatial Information Science, 1-20, 2023.
    DOI

11. Reconstructing Daily Snow and Ice Albedo Series for Greenland by Coupling Spatiotemporal and Physics-informed Models
    Fan Ye, Qing Cheng, Weifeng Hao, Dayu Yu, Chao Ma, Dong Liang & Huanfeng Shen
    International Journal of Applied Earth Observation and Geoinformation, 124:103519, 2023.
    DOI

12. OGEScript: An OGC-oriented Interoperable Script API for Online Geospatial Analysis
    Kaixuan Wang, Peng Yue, Dayu Yu, Ruixiang Liu & Haipeng Deng
    2023 11st International Conference on Agro-geoinformatics. IEEE, 2023: 1-6.
    DOI

13. A Geospatial Data and Model Hub for Online Geospatial Analysis
    Haipeng Deng, Peng Yue, Dayu Yu, Zhipeng Cao, Ruixiang Liu & Kaixuan Wang
    2023 11st International Conference on Agro-geoinformatics. IEEE, 2023: 1-6.
    DOI

14. A Cube-enabled Cloud Geoprocessing Engine for Big Earth Data
    Ruixiang Liu, Peng Yue, Dayu Yu, Kaixuanwang, Haipeng Deng & Hao Li
    2023 11st International Conference on Agro-geoinformatics. IEEE, 2023: 1-6.
    DOI

15. Optimal Design of Plant Canopy Based on Light Interception: A Case Study with Loquat
    Liyu Tang, Dan Yin, Chongchong Chen, Dayu Yu & Weihan Xu
    Frontiers in Plant Science, 10: 364, 2019.
    DOI

16. Spatial-Temporal Diffusion Convolutional Network: A Novel Framework for Taxi Demand Forecasting
    Aling Luo, Boyi Shangguan, Can Yang, Fan Gao, Zhe Fang & Dayu Yu
    ISPRS International Journal of Geo-Information, 11(3): 193, 2022.
    DOI

17. A Provenance-aware Method for Updating Earth Observation Training Data
    Haofeng Tan, Peng Yue, Dayu Yu, Shangguan Boyi & Zhipeng Cao
    2022 10th International Conference on Agro-geoinformatics. IEEE, 2022: 1-6.
    DOI

18. Quality Considerations for AI Training Data: Case Studies on Semantic Segmentation of EO Imagery
    Yinyin Pan, Boyi Shangguan, Dayu Yu & Peng Yue
    2022 10th International Conference on Agro-geoinformatics. IEEE, 2022: 1-6.
    DOI

19. A Disaster Information Service for Damaged Road Networks Using Dynamic Segmentation
    Ruixiang Liu, Dayu Yu & Peng Yue
    2022 10th International Conference on Agro-geoinformatics. IEEE, 2022: 1-6, 2022.
    DOI

Specification

1. OGC Training Data Markup Language for Artificial Intelligence (OGC TraingDML)
   Peng Yue, Jianya Gong, Ruixiang Liu, Dayu Yu, Samantha Lavender, Jim Antonisse, Liping Di, Eugene Yu, Danielle Ziébelin, Boyi Shangguan, Lei Hu, Liangcun Jiang, Mingda Zhang & Kai Yan Open Geospatial Consortium, 23-008r3, 2023.
   DOI PDF Code

Thesis

• Lightweight Generation and Service Methods for Photo-Realistic 3D Building Models
  Dayu Yu (2024)
  PhD thesis Cartography and Geographic Information Engineering, Wuhan University, 150 p. Defended on 2024-05.

• Simulation and Analysis of Tailing Dam Failure Based on Virtual Geographic Environment
  Dayu Yu (2017)
  MSc thesis Surveying and Mapping Engineering, Fuzhou University, 74 p. Defended on 2017-05.