Journal cover Journal topic
Nonlinear Processes in Geophysics An interactive open-access journal of the European Geosciences Union
Journal topic

Journal metrics

IF value: 1.558
IF1.558
IF 5-year value: 1.475
IF 5-year
1.475
CiteScore value: 2.8
CiteScore
2.8
SNIP value: 0.921
SNIP0.921
IPP value: 1.56
IPP1.56
SJR value: 0.571
SJR0.571
Scimago H <br class='widget-line-break'>index value: 55
Scimago H
index
55
h5-index value: 22
h5-index22
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
Seismic section image detail enhancement method based on bilateral texture filtering and adaptive enhancement of texture details
Xiang-Yu Jia and Chang-Lei DongYe
Nonlin. Processes Geophys., 27, 253–260, https://doi.org/10.5194/npg-27-253-2020,https://doi.org/10.5194/npg-27-253-2020, 2020
Short summary
A fast approximation for 1-D inversion of transient electromagnetic data by using a back propagation neural network and improved particle swarm optimization
Ruiyou Li, Huaiqing Zhang, Nian Yu, Ruiheng Li, and Qiong Zhuang
Nonlin. Processes Geophys., 26, 445–456, https://doi.org/10.5194/npg-26-445-2019,https://doi.org/10.5194/npg-26-445-2019, 2019
Short summary
Negentropy anomaly analysis of the borehole strain associated with the Ms 8.0 Wenchuan earthquake
Kaiguang Zhu, Zining Yu, Chengquan Chi, Mengxuan Fan, and Kaiyan Li
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
Teimuraz Matcharashvili, Zbigniew Czechowski, and Natalia Zhukova
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
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
Short summary

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.
Publications Copernicus
Download
Citation