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Orals IE3.2/NP4.3

IE3.2/NP4.3 Media

Big data and machine learning in geosciences (co-organized)
Convener: Mikhail Kanevski  | Co-Conveners: Reik Donner , Rosa Lasaponara , Sandro Fiore , Peter Baumann , Kwo-Sen Kuo , Karsten Steinhaeuser , Nicolas Younan , Morris Riedel , Nicolas Brodu , Philip Brown 
Orals
 / Wed, 26 Apr, 08:30–12:00  / Room L2
Posters
 / Attendance Wed, 26 Apr, 17:30–19:00  / Hall X4

Wednesday, 26 April 2017
Room L2
Chairperson: Peter Baumann, Mikhail Kanevski
08:30–08:45
EGU2017-1102
Towards a global flood detection system using social media Highlight
Jens de Bruijn, Hans de Moel, Brenden Jongman, and Jeroen Aerts
08:45–09:00
EGU2017-5651
Dimensionality reduction and network inference for sea surface temperature data
Fabrizio Falasca, Annalisa Bracco, Athanasios Nenes, Constantine Dovrolis, and Ilias Fountalis
09:00–09:15
EGU2017-10097
Applying machine learning to global surface ocean and seabed data to reveal the controls on the distribution of deep-sea sediments
Adriana Dutkiewicz, Dietmar Müller, and Simon O’Callaghan
09:15–09:30
EGU2017-10924
Semi-supervised Machine Learning for Analysis of Hydrogeochemical Data and Models
Velimir Vesselinov, Daniel O'Malley, Boian Alexandrov, and Bryan Moore
09:30–09:45
EGU2017-11366
Overcoming autocorrelation biases for causal inference in large nonlinear geoscientific time series datasets
Jakob Runge, Dino Sejdinovic, and Seth Flaxman
09:45–10:00
EGU2017-7899
Life beyond MSE and R2 — improving validation of predictive models with observations
Andreas Papritz and Madlene Nussbaum
Coffee break
10:30–10:45
EGU2017-10721
Compressing climate model simulations: reducing storage burden while preserving information
Dorit Hammerling, Allison Baker, Haiying Xu, John Clyne, and Samuel Li
10:45–11:00
EGU2017-8473
Nationwide lithological interpretation of cone penetration tests using neural networks
Peter-Paul van Maanen, Jeroen Schokker, Ronald Harting, and Renée de Bruijn
11:00–11:15
EGU2017-11298
Understanding the rural population migration pattern of Uttarakhand using Geophysical, Geological and Socio-Economical BigData
Kausik Chattopadhyay and Pallavi Chattopadhyay
11:15–11:30
EGU2017-16980
Data Exploration using Unsupervised Feature Extraction for Mixed Micro-Seismic Signals
Matthias Meyer, Samuel Weber, and Jan Beutel
11:30–11:45 EGU2017-15567
Detecting snow in vegetation (PhenoCam) image time series using machine learning (withdrawn)
Koen Hufkens, Margaret Kosmala, Donald M. Aubrecht, and Andrew D. Richardson
11:45–12:00
EGU2017-15544
Efficient in-situ visualization of unsteady flows in climate simulation
Michael Vetter and Stephan Olbrich