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Nonlinear Processes in Geophysics An interactive open-access journal of the European Geosciences Union
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Volume 22, issue 4
Nonlin. Processes Geophys., 22, 371–376, 2015
https://doi.org/10.5194/npg-22-371-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
Nonlin. Processes Geophys., 22, 371–376, 2015
https://doi.org/10.5194/npg-22-371-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

Research article 10 Jul 2015

Research article | 10 Jul 2015

Improved singular spectrum analysis for time series with missing data

Y. Shen et al.
Related subject area  
Subject: Time Series, Complex Networks, Stochastic Processes, Extreme Events | Topic: Solid Earth, Continental Surface, Biogeochemistry
Negentropy anomaly analysis of the borehole strain associated with the Ms 8.0 Wenchuan earthquake
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Nonlin. Processes Geophys., 26, 371–380, https://doi.org/10.5194/npg-26-371-2019,https://doi.org/10.5194/npg-26-371-2019, 2019
Short summary
Mahalanobis distance-based recognition of changes in the dynamics of a seismic process
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Nonlin. Processes Geophys., 26, 291–305, https://doi.org/10.5194/npg-26-291-2019,https://doi.org/10.5194/npg-26-291-2019, 2019
BP Neural Network and improved Particle Swarm Optimization for Transient Electromagnetic Inversion
Huaiqing Zhang, Ruiyou Li, Nian Yu, Ruiheng Li, and Qiong Zhuang
Nonlin. Processes Geophys. Discuss., https://doi.org/10.5194/npg-2019-36,https://doi.org/10.5194/npg-2019-36, 2019
Revised manuscript accepted for NPG
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Denoising stacked autoencoders for transient electromagnetic signal denoising
Fanqiang Lin, Kecheng Chen, Xuben Wang, Hui Cao, Danlei Chen, and Fanzeng Chen
Nonlin. Processes Geophys., 26, 13–23, https://doi.org/10.5194/npg-26-13-2019,https://doi.org/10.5194/npg-26-13-2019, 2019
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Simple statistics for complex Earthquake time distributions
Teimuraz Matcharashvili, Takahiro Hatano, Tamaz Chelidze, and Natalia Zhukova
Nonlin. Processes Geophys., 25, 497–510, https://doi.org/10.5194/npg-25-497-2018,https://doi.org/10.5194/npg-25-497-2018, 2018
Cited articles  
Broomhead, D. S. and King, G. P.: Extracting qualitative dynamics from experimental data, Physica D, 20, 217–236, 1986.
Buchanan, P. A. and Ruhl, C. A.: Summary of suspended-solids concentration data, San Francisco Bay, California, water year 1998, Open File Report 99-189, US Geological Survey, San Francisco, 41 pp., 2000.
Buchanan, P. A. and Schoellhamer, D. H.: Summary of suspended solids concentration data, San Francisco Bay, California, water year 1997, Open File Report 00-88, US Geological Survey, San Francisco, 52 pp., 1999.
Golyandina, N. and Osipov, E.: The "Catterpillar"-SSA method for analysis of time series with missing data, J. Stat. Plan. Inf., 137, 2642–2653, 2007.
Hassani, H. and Mahmoudvand, R.: Multivariate singular spectrum analysis: a general view and new vector forecasting approach, Int. J. Energy Stat., 1, 55–83, 2013.
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