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The ultimate goal is to highlight the cutting edge analysis and modelling approaches to identify most relevant approaches and common trends across different areas of geosciences. Keywords : geophysical time series modelling, nonlinear time series in geoscience, time series prediction in geoscience, machine learning and pattern recognition in time series, spectral analysis and Kalman filtering, neural networks in geoscience, time-frequency analysis of non-stationary time series in geoscience. Important Note : All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements.

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