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Orals NP4.5/ESSI1.5

NP4.5/ESSI1.5

Big data and machine learning in geosciences (co-organized)
Convener: Mikhail Kanevski  | Co-Conveners: Reik Donner , Philip Brown , Karsten Steinhaeuser , Nicolas Brodu , Rosa Lasaponara , Nicolas Younan , Kwo-Sen Kuo , Peter Baumann , Morris Riedel , Sandro Fiore 
Orals
 / Tue, 19 Apr, 10:30–12:00  / 13:30–15:00  / Room -2.16
Posters
 / Attendance Tue, 19 Apr, 17:30–19:00  / Hall A

Tuesday, 19 April 2016
Room -2.16
Chairperson: Philip Brown, Nicolas H. Younan
10:30–10:45
EGU2016-11686
The Big Challenge in Big Earth Science Data: Maturing to Transdisciplinary Data Platforms that are Relevant to Government, Research and Industry
Lesley Wyborn and Ben Evans
10:45–11:00
EGU2016-9664
Mining dark information resources to develop new informatics capabilities to support science
Rahul Ramachandran, Manil Maskey, and Kaylin Bugbee
11:00–11:15
EGU2016-16009
Visualization techniques and tools for large geo-physical networks
Thomas Nocke, Stefan Buschmann, Jonathan F. Donges, and Norbert Marwan
11:15–11:30
EGU2016-6137
Recent advances in environmental data mining
Michael Leuenberger and Mikhail Kanevski
11:30–11:45
EGU2016-17561
Learning Bayesian networks from big meteorological spatial datasets. An alternative to complex network analysis
Jose Manuel Gutiérrez, Daniel San Martín, Sixto Herrera, and Antonio Santiago Cofiño
11:45–12:00
EGU2016-16445
Land cover in the Guayas Basin using SAR images from low resolution ASAR Global mode to high resolution Sentinel-1 images
Luc Bourrel, Nicolas Brodu, and Frédéric Frappart
Lunch break
13:30–13:45
EGU2016-18015
From geospatial observations of ocean currents to causal predictors of spatio-economic activity using computer vision and machine learning
Florin Popescu, Stephane Ayache, Sergio Escalera, Xavier Baró Solé, Cecile Capponi, Patrick Panciatici, and Isabelle Guyon
13:45–14:00
EGU2016-15107 | presentation
Bayesian network learning for natural hazard assessments
Kristin Vogel
14:00–14:15
EGU2016-3000 | presentation
Hierarchically Fourier-aggregated signals and generalized coherence of the noise in the GPS time series
Alexey Lyubushin
14:15–14:30
EGU2016-6281
Very High Resolution Mapping of Tree Cover Using Scalable Deep Learning Architectures
sangram ganguly, saikat basu, ramakrishna nemani, supratik mukhopadhyay, andrew michaelis, petr votava, and sassan saatchi
14:30–14:45
EGU2016-7948
Using Statistical Process Control for detecting anomalies in multivariate spatiotemporal Earth Observations
Milan Flach, Miguel Mahecha, Fabian Gans, Erik Rodner, Paul Bodesheim, Yanira Guanche-Garcia, Alexander Brenning, Joachim Denzler, and Markus Reichstein
14:45–15:00
EGU2016-13368
Satellite time series analysis using Empirical Mode Decomposition
Renosh Pannimpullath R., Diane Doolaeghe, Hubert Loisel, Vincent Vantrepotte, and Francois G. Schmitt