Orals IE4.1/NP4.3/AS5.13/CL5.18/ESSI2.3/GD10.6/HS3.7/NH11.14/SM7.03
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Monday, 9 April 2018 Room N2 Chairperson: Mikhail Kanevski, Sandro Fiore |
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| 10:30–10:45 |
EGU2018-12146
Pangeo: A Big-data Ecosystem for Scalable Earth System Science Joseph Hamman, Matthew Rocklin, and Ryan Abernathy |
| 10:45–11:00 |
EGU2018-16171
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Scaling DBSCAN towards exascale computing for clustering of big data sets Ernir Erlingsson, Helmut Neukirchen, Gabriele Cavallaro, and Morris Riedel |
| 11:00–11:15 |
EGU2018-6588
Ensemble averaging and the curse of dimensionality Bo Christiansen |
| 11:15–11:30 |
EGU2018-5029
Selection of Representative Measuring Points for Temperature Field Reconstruction using a Metaheuristic approach Sancho Salcedo-Sanz, Ricardo García-Herrera, Carlos Camacho-Gómez, Enrique Alexandre, Leopoldo Carro-Calvo, and Fernando Jaume-Santero |
| 11:30–11:45 |
EGU2018-19766
Processing EUMETSAT Big Datasets to Monitor Air Pollution Chaker El Amrani, Mohamed Akram Zaytar, Gilbert L. Rochon, and Tarek El-Ghazawi |
| 11:45–12:00 |
EGU2018-2117
| presentation
The global synchronization of the Earth's ambient noises Alexey Lyubushin |
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Lunch break
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| 13:30–13:45 |
EGU2018-2988
Neural network approach for automatic fog detection using surveillance camera images Giuliano Andrea Pagani, Wiel Wauben, and Jan Willem Noteboom |
| 13:45–14:00 |
EGU2018-10859
Extreme weather, digital media, and big data: following communication trails to investigate urban communities resilience Highlight Rosa Vicari, Alexandre Delanoë, Ioulia Tchiguirinskaia, and Daniel Schertzer |
| 14:00–14:15 |
EGU2018-12647
A mixed spectral and spatial Convolutional Neural Network for Land Cover Classification using SAR and Optical data Gopal Singh Phartiyal, Nicolas Brodu, Dharmendra Singh, and Hussein Yahia |
| 14:15–14:30 |
EGU2018-5032
Using machine learning to extract profiles of crop root water uptake from remote sensing data Gunnar Lischeid, Philipp Rauneker, and Johannes Hufnagel |
| 14:30–14:45 |
EGU2018-9526
A Bayesian Neural Network approach for the classification of volcano-seismic events. Angel Bueno Rodriguez, Manuel Titos Luzon, Luz Garcia Martinez, Carmen Benitez Ortuzar, Alejandro Diaz Moreno, Silvio De Angelis, and Jesus Ibañez Godoy |
| 14:45–15:00 |
EGU2018-19577
A spatio-temporal model to estimate hourly solar radiation using Extreme Learning Machines Alina Walch, Nahid Mohajeri, and Jean-Louis Scartezzini |
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Coffee break
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| 15:30–15:45 |
EGU2018-8365
How to detect and avoid overfitting in spatio-temporal machine learning applications Hanna Meyer, Christoph Reudenbach, Tomislav Hengl, Marwan Katurji, and Thomas Nauss |
| 15:45–16:00 |
EGU2018-13988
A neural network approach to estimate posterior distributions of Bayesian remote sensing retrievals Simon Pfreundschuh, Patrick Eriksson, and David Duncan |
| 16:00–16:15 |
EGU2018-17913
Neural network models for spatio-temporal geophysical fields reconstruction : application to sea surface temperature Said Ouala and Ronan Fablet |
| 16:15–16:30 |
EGU2018-10825
Topological Data Analysis and Machine Learning for Classifying Atmospheric River Patterns in Large Climate Datasets Grzegorz Muszynski, Vitaliy Kurlin, Karthik Kashinath, Michael Wehner, and Mr Prabhat |
| 16:30–16:45 |
EGU2018-993
Automatic Candidate Generation of sub-km Craters on Mars Alistair Francis, Jan-Peter Muller, and Panagiotis Sidiropoulos |
| 16:45–17:00 |
EGU2018-9633
Robustness of large-scale causal network discovery in CMIP5 models Jakob Runge and Peer Nowack |