Research on Mass Terrain Data Storage and Scheduling Based on Grid GIS

  • Zhang Jing
  • Huang Hai
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4282)


In order to meet the need for 3D real-time dynamic visualization of mass terrain data, the spatial database in Grid GIS is taken as the data source of large-scale terrain scenes. Mass terrain data from distributed heterogeneous GIS spatial database are integrated, and their storage and access methods are designed on the basis of grid concept, ensuring that 3D terrain scene from any spatial information source can serve users on demand anywhere at any time. In addition, according to the requirements for low delay and high throughput of terrain data transmission, both the filtering mechanism of terrain data and multi-path data transport service are proposed so as to achieve the best possible viewing experience under the current network conditions. The experimental results show that the proposed mechanism is effective.


Data Packet Spatial Database Storage Node Terrain Data Current Network Condition 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Zhuo, Y.F., Zhao, Y.B., Shi, J.Y.: A Survey of Real-time Terrain Rendering Algorithms. Computer Simulation 22(3), 4–7 (2005)Google Scholar
  2. 2.
    Jiang, Y.F., Lv, G.N.: Grid computing and infrastructure and key technology of grid GIS. Science of Surveying and Mapping 30(4), 16–19 (2005)Google Scholar
  3. 3.
    Li, B.-Y., Liao, H.-S., Chang, C.H., Chu, S.-L.: Visualization for HPC data - large terrain model. In: Proceedings of the Seventh International Conference on High Performance Computing and Grid in Asia Pacific Region, pp. 280–284 (2004)Google Scholar
  4. 4.
    Shen, Z.F., Luo, J.C., Cai, S.H., Zheng, J., Chen, Q.X., Sun, Q.H.: Architecture of Grid-GIS and Its Key Techniques. Geo-Information Science (4), 57–62 (2003)Google Scholar
  5. 5.
    Deng, S.J., Wu, C.H., Meng, L.K., Xu, L.: Spatial Data Integration Services for Grid GIS. Computer & Digital Engineering 34(2), 39–43 (2006)Google Scholar
  6. 6.
    Ng, C.M., Nguyen, C.T., Tran, D.N., Tan, T.S., Yeow, S.W.: Analyzing pre-fetching in large-scale visual simulation. In: Proceedings of Computer Graphics Intenational 2005, pp. 100–107 (2005)Google Scholar
  7. 7.
    Sun, Q.H., Chi, T.H., Wang, X.L., Zhong, D.W.: Design of middleware based grid GIS. In: Geoscience and Remote Sensing Symposium, pp. 854–857 (2005)Google Scholar
  8. 8.
    Ma, Z.G., Zhang, K., Wang, G.P., Dong, S.H.: Streaming 3D Terrain over Network. Acta Scientiarum Naturalium Universitatis Pekinensis 42(1), 116–120 (2006)Google Scholar
  9. 9.
    Zhao, Y.B., Shi, J.Y., Zhou, J., Pan, Z.G.: A Fast Algorithm for Large Scale Terrain Walkthrough. Journal of Computer-Aided Design & Computer Graphics 14(7), 624–628 (2002)Google Scholar
  10. 10.
    Nagatomo, K., Yoshikai, D., Okuda, M.: Progressive coding of textured 3D models. Multimedia and Expo. (1), 357–360 (2002)Google Scholar
  11. 11.
    Shi, S., Wang, L.L., Calvert, K.L., Griffioen, J.N.: A multi-path Routing Service for Immersive Environments. In: 2004 IEEE International Symposium on Cluster Computing and the Grid, pp. 699–706 (2004)Google Scholar
  12. 12.
    Rishe, N., Sun, Y., Chekmasov, M., Selivonenko, A., Graham, S.: System architecture for 3D terrafly online GIS. In: Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering, pp. 273–276 (2004)Google Scholar
  13. 13.
    Zhang, L.B., Wang, K.: An Image Compression Algorithm Based on Integer Wavelet Transform. Journal of Software 14(8), 1433–1438 (2003)MATHGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Zhang Jing
    • 1
  • Huang Hai
    • 2
  1. 1.College of Resources Environment and TourismThe Capital Normal UniversityBeijingP.R. China
  2. 2.School of Computer Science and EngineeringBeihang UniversityBeijingP.R. China

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