MODIS NDVI time series clustering under dynamic time warping

DOI10.1142/S0219691314610116zbMath1383.62180MaRDI QIDQ2930116

Zengguang Zhou, Zheng Zhang, Ping Tang, Lianzhi Huo

Publication date: 18 November 2014

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

zbMATH Keywords

time seriesclusteringdynamic time warpingsimilarity measureDTW barycenter averagingNDVIMODISPoyang Lake Wetlands

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Geostatistics (86A32)

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Cites Work

• A global averaging method for dynamic time warping, with applications to clustering
• Clustering of time series data -- a survey
• Dynamic programming algorithm optimization for spoken word recognition