Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques

Today, many processes at the Earth's surface are constantly monitored by multiple data streams. These observations have become central to advancing our understanding of vegetation dynamics in response to climate or land use change. Another set of important applications is monitoring effects...

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Bibliographic Details
Main Authors: M. Flach, F. Gans, A. Brenning, J. Denzler, M. Reichstein, E. Rodner, S. Bathiany, P. Bodesheim, Y. Guanche, S. Sippel, M. D. Mahecha
Format: Article
Language:English
Published: Copernicus Publications 2017-08-01
Series:Earth System Dynamics
Online Access:https://www.earth-syst-dynam.net/8/677/2017/esd-8-677-2017.pdf