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M-SSA for InSAR time series Codes and demo

Codes allowing to apply M-SSA algorithm to InSAR time series

A small demo applying the code to InSAR time series recorded at Pacaya is provided

Citation

Walwer, Damian; Gonzalez Santana, Judit; Wauthier, Christelle; Ghil, Michael; Calais, Eric (2023). M-SSA for InSAR time series Codes and demo [Data set]. Scholarsphere.

Files

Metadata

Work Title M-SSA for InSAR time series Codes and demo
Access
Open Access
Creators
  1. Damian Walwer
  2. Judit Gonzalez Santana
  3. Christelle Wauthier
  4. Michael Ghil
  5. Eric Calais
License No Copyright - U.S.
Work Type Software Or Program Code
Acknowledgments
  1. It is a pleasure to thank Andreas Groth for sharing his initial M-SSA codes and for helping us with certain aspects of practically implementing the M-SSA methodology.
Publication Date 2023
Deposited April 06, 2023

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Work History

Version 1
published

  • Created

    April 06, 2023 16:17 by dkw5524

  • Added Creator Damian Walwer

    April 06, 2023 16:18 by dkw5524

  • Added Creator Judit Gonzalez Santana

    April 06, 2023 16:18 by dkw5524

  • Added Creator Christelle Wauthier

    April 06, 2023 16:18 by dkw5524

  • Updated Work Title, Description Show Changes

    April 07, 2023 16:09 by dkw5524

    Work Title
    • M-SSA inSAR Demos
    • M-SSA for InSAR time series Codes and demo
    Description
    • Demos illustrating the use of M-SSA algorithm of inSAR time series recorded for Pacaya volcano
    • Codes allowing to apply M-SSA algorithm to InSAR time series
    • A small demo applying the code to InSAR time series recorded at Pacaya is provided
  • Added readme.txt

    April 07, 2023 16:10 by dkw5524

  • Added M_SSA_output.mat

    April 07, 2023 16:10 by dkw5524

  • Added mssaInSAR_DEMO.m

    April 07, 2023 16:10 by dkw5524

  • Added plot_results.m

    April 07, 2023 16:10 by dkw5524

  • Added mssa_and_var.m

    April 07, 2023 16:10 by dkw5524

  • Added varimax_for_mssa.m

    April 07, 2023 16:10 by dkw5524

  • Added prepare_InSAR_data_ssagf.m

    April 07, 2023 16:10 by dkw5524

  • Added mssagf.m

    April 07, 2023 16:10 by dkw5524

  • Added mssagf_opt.m

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_257_269_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_257_263_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_257_257_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added mssa_ssagf.m

    April 07, 2023 16:10 by dkw5524

  • Added InSARData.m

    April 07, 2023 16:10 by dkw5524

  • Added PC_spectrum3.m

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_269_269_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_269_263_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_269_257_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_263_269_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_263_263_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added MSBAS_263_257_1_1.txt

    April 07, 2023 16:10 by dkw5524

  • Added xcorrAG.m

    April 07, 2023 16:10 by dkw5524

  • Added xcorr2C.m

    April 07, 2023 16:10 by dkw5524

  • Added tde.m

    April 07, 2023 16:10 by dkw5524

  • Added EOFreshape.m

    April 07, 2023 16:10 by dkw5524

  • Added subs_nan_moy.m

    April 07, 2023 16:10 by dkw5524

  • Added remplissage_NaN.m

    April 07, 2023 16:10 by dkw5524

  • Added movavg.m

    April 07, 2023 16:10 by dkw5524

  • Added get_lin_trend.m

    April 07, 2023 16:10 by dkw5524

  • Added gaussfit.m

    April 07, 2023 16:10 by dkw5524

  • Added eig_frequency.m

    April 07, 2023 16:10 by dkw5524

  • Added eig_freq_fromgaussfit.m

    April 07, 2023 16:10 by dkw5524

  • Added correlogram.m

    April 07, 2023 16:10 by dkw5524

  • Added correlogram_bartlett.m

    April 07, 2023 16:10 by dkw5524

  • Added check_all_NaN.m

    April 07, 2023 16:10 by dkw5524

  • Updated Publication Date, License Show Changes

    April 07, 2023 16:10 by dkw5524

    Publication Date
    • 2023
    License
    • https://rightsstatements.org/page/NoC-US/1.0/
  • Published

    April 07, 2023 16:10 by dkw5524

  • Updated

    April 04, 2024 10:22 by [unknown user]

Version 2
published

  • Created

    April 07, 2023 16:31 by dkw5524

  • Added Creator Michael Ghil

    April 07, 2023 16:31 by dkw5524

  • Added Creator Eric Calais

    April 07, 2023 16:31 by dkw5524

  • Updated Acknowledgments Show Changes

    April 07, 2023 16:34 by dkw5524

    Acknowledgments
    • It is a pleasure to thank Andreas Groth for sharing his initial M-SSA codes and for helping us with certain aspects of practically implementing the M-SSA methodology.
  • Published

    April 07, 2023 16:34 by dkw5524

  • Updated

    April 04, 2024 10:22 by [unknown user]

Version 3
published

  • Created

    April 07, 2023 16:34 by dkw5524

  • Deleted prepare_InSAR_data_ssagf.m

    April 10, 2023 09:18 by dkw5524

  • Added prepare_InSAR_data_ssagf.m

    April 10, 2023 09:18 by dkw5524

  • Published

    April 10, 2023 09:18 by dkw5524

  • Updated

    April 04, 2024 10:22 by [unknown user]