A Two-Step Method for Missing Spatio-Temporal Data Reconstruction

Missing data reconstruction is a critical step in the analysis and mining of spatio-temporal data; however, few studies comprehensively consider missing data patterns, sample selection and spatio-temporal relationships. As a result, traditional methods often fail to obtain satisfactory accuracy or a...

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Bibliographic Details
Main Authors: Shifen Cheng, Feng Lu
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:http://www.mdpi.com/2220-9964/6/7/187