BAO Lei, QIN Xiao-lin. Uncertain Spatio-temporal Data Model Based on Grey Sets[J]. Journal of Remote Sensing, 2005, (6): 646-652. DOI: 10.11834/jrs.20050695.
Uncertain Spatio-temporal Data Model Based on Grey Sets
The majority of spatio-temporal DBMS assume objects to be precise
but this simplification can’t work in many military
navigation and environmental applications.Many forms of spatio-temporal data can’t be measured exactly
and in these kinds of objects exists spatio-temporal indeterminacy.Spatio-temporal uncertainty management is a new topic for researchers on spatio-temporal databases.The current method based on Fuzzy Sets is not well applicable because it imposes strict restrictions on the objects’ uncertainty.In this paper
a new abstract model of uncertain spatio-temporal objects is presented.This model is based on the Grey Sets and is more applicable for the presentation and manipulation of partial unknown spatio-temporal objects.This paper first gives the formal definition of uncertain abstract data types based on the Grey Sets
such as the definition of base types
spatial types and spatio-temporal types.Then we take a glimpse at the aspect of uncertain spatio-temporal analysis.Finally
WANG Ling 许健民气象卫星创新中心;中国气象局中国遥感卫星辐射测量和定标重点开放实验室/国家卫星气象中心(国家空间天气监测预警中心)
相关机构
Aerospace Information Research Institute, Chinese Academy of Sciences
College of Geography and Environmental Sciences, Zhejiang Normal University
Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University
Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather)
Innovation Center for FengYun Meteorological Satellite (FYSIC)