Min DENG, Jiannan CAI, Wentao YANG, Jianbo TANG, Xuexi YANG, Qiliang LIU, Yan SHI. Spatio-temporal Analysis Methods for Multi-modal Geographic Big Data [J]. Journal of Geo-information Science, 2020, 22(1): 41
- Journal of Geo-information Science
- Vol. 22, Issue 1, 41 (2020)
Fig. 1. Dependence of spatio-temporal clustering on scale
Fig. 2. Spatial distributions of two different types of events
Fig. 3. Spurious spatial co-location patterns caused by the random interactions
Fig. 4. Illustration of human visual system
Fig. 5. Relationship between spatio-temporal clusters and data scale
Fig. 6. Meteorological division identified by the statistical method for spatio-temporal clustering
Fig. 7. Illustration of spatio-temporal cross outliers
Fig. 8. Significance tests on the cross outliers
Fig. 9. Induced spatial auto-correlations between different features
Fig. 10. Pattern reconstruction based on multi-modal summary characteristics
Fig. 11. Spatio-temporal co-location patterns determined by the statistical method
Fig. 12. Space-time support vector regression model considering both auto-correlation and heterogeneity
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