A Novel Spatial Index with a Hi gh-performance Spatial Join
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Graphical Abstract
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Abstract
Spatial indexing seriousl y impacts the efficienc y of spatial processing.In this papera new spatial index based on double transformation DT-indexis proposed.As a dimensional transformation the DT-index benefits from both hi gh and low dimensional mapping.The spatial objects are partitioned in se quential queuemore efficient than area partitioning.A spatial join al gorithm based on the DT-index is introduced and optimized with a quad-tree.The experimental results reveal that the proposed method improves the performance of spatial join processing in terms of redundanc y and speedup ratio through a comparison with the widel y-used R-tree method.
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