NP4.2

Analysis of complex geoscientific time series: linear, nonlinear, and computer science perspectives

NP4.2

Analysis of complex geoscientific time series: linear, nonlinear, and computer science perspectives

Co-organized by BG2/CL5.2/ESSI1/GI2/HS3/SM3/ST2

Convener: Reik Donner | Co-conveners: Tommaso Alberti, Giorgia Di Capua, Federica GugoleECSECS, Andrea Toreti

vPICO presentations

| Thu, 29 Apr, 09:00–10:30 (CEST)

vPICO presentations: Thu, 29 Apr

Chairpersons: Reik Donner, Tommaso Alberti, Giorgia Di Capua

09:00–09:05

5-minute convener introduction

EGU21-8439

Bicovariance and Bispectrum of ENSO index and its impact in nonlinear predictability

Carlos Pires and Abdel Hannach

EGU21-13469

ECS

Statistical Analysis of Madden-Julian Events Using Time Series Indices.

Mónica Minjares et al.

EGU21-9695

ECS

Complex rotated CCA: a method to correlate lagged geophysical variables

Niclas Rieger et al.

EGU21-15446

Exploring the Tropospheric Response to Stratospheric Variability Using Lagged Quantile Regression

Kathrin Finke and Abdel Hannachi

EGU21-12363

Common EOFs in atmospheric science and large-scale flow

Abdel Hannachi et al.

EGU21-3144

Analyzing regimes of mid-latitude atmosphere circulation by novel nonlinear data decomposition method

Dmitry Mukhin and Abdel Hannachi

EGU21-15532

Advanced pattern techniques in weather and climate science

Frank Kwasniok

EGU21-3747

Correlations versus causality in Stochastic Long-range Forecasting as a Past Value Problem

Lenin Del Rio Amador and Shaun Lovejoy

EGU21-13147

ECS

Causal maps versus correlation maps: visual analysis of tropical-extratropical atmospheric teleconnections using causal discovery

Giorgia Di Capua and Reik V. Donner

EGU21-5633

Mapped-PCMCI: an algorithm for causal discovery at the grid level

Xavier-Andoni Tibau Alberdi et al.

EGU21-4641

ECS

Quantifying variation of geomagnetic index empirical distribution and burst statistics across successive solar cycles.

Aisling Bergin et al.

EGU21-5804

ECS

Quantifying space-weather events using dynamical network analysis of ground based magnetometers

Shahbaz Chaudhry et al.

EGU21-13207

Recurrence-Based Quantification of Multi-Scale Dynamical Complexity in the Earth’s Magnetosphere

Reik Donner

EGU21-303

A method for muon flux intensity modulations recognition using the indicator matrices for the URAGAN hodoscope matrix data

Roman Sidorov et al.

EGU21-15664

ECS

Minimising the computational time of a waveform based location algorithm

Emmanouil Parastatidis et al.

EGU21-4907

ECS

Wind Turbine Noise Reduction from Seismological Data

Janis Heuel and Wolfgang Friederich

EGU21-12385

ECS

Synergetic analyses of Earth observation time series on land surface dynamics in large river basins

Soner Uereyen et al.

EGU21-468

ECS

Reducing full-field training data to time series

Wouter Edeling and Daan Crommelin

EGU21-4361

ECS

Evaluating a method for reconstruction of global, zonal and regional mean temperatures from sparse proxy data

Maximilian May et al.

EGU21-6622

ECS

The Great Oxidation Event can be detected and dated through the genetic record

Cara Magnabosco

09:45–10:30

Meet the authors in their breakout text chats