2 December 2005 A spatio-temporal data mining method for dynamic monitoring of land use
Author Affiliations +
Proceedings Volume 6045, MIPPR 2005: Geospatial Information, Data Mining, and Applications; 60450Y (2005) https://doi.org/10.1117/12.650393
Event: MIPPR 2005 SAR and Multispectral Image Processing, 2005, Wuhan, China
This study investigated how to manage and use the spatio-temporal data during land use. To realize spatio-temporal data mining, the key issue to be solved in technology is how to organize spatio-temporal data. The spatio-temporal data model is just generated to solve this problem. According to analysis of spatio-temporal data changing character, two factors are very important in spatio-temporal data model. One is object, and the other is event. The object is an essential element that comprises spatio-temporal data information. The event is a fundamental factor that result in changing spatio-temporal data. A new spatio-temporal data model based on both object and event (OESTDM) was put forward to meet the demand. How to organize data, build relations between objects and storage data in spatio-temporal database are also emphatically discussed. At last, a dynamic land use information system based on OESTDM is presented. The system realized the function of managing spatio-temporal data, the retrospect of history information, tracing land parcel change, Area-Data-Change-Statistic and Analysis, and so on efficiently, by taking the land parcel data of some regions in Zhejiang province for study.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Longmei Teng, Renyi Liu, Nan Liu, "A spatio-temporal data mining method for dynamic monitoring of land use", Proc. SPIE 6045, MIPPR 2005: Geospatial Information, Data Mining, and Applications, 60450Y (2 December 2005); doi: 10.1117/12.650393; https://doi.org/10.1117/12.650393


A perspective of spatial data mining
Proceedings of SPIE (December 02 2005)
Study on geographical information services
Proceedings of SPIE (July 25 2007)

Back to Top