Find the EGU on

Tag your tweets with #EGU17

Posters 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

Attendance Time: Wednesday, 26 April 2017, 17:30–19:00
Hall X4
Chairperson: Sandro Fiore, Reik Donner, Mikhail Kanevski
X4.168
EGU2017-289
Proba-V Mission Exploitation Platform
Erwin Goor and Jeroen Dries

X4.169
EGU2017-1729
Space-time patterns in ignimbrite compositions revealed by GIS and R based statistical analysis
Melanie Brandmeier and Gerhard Wörner

X4.170
EGU2017-3072
Investigation of the effect of the hyperparameter optimization and the time lag selection in time series forecasting using machine learning algorithms
Georgia Papacharalampous, Hristos Tyralis, and Demetris Koutsoyiannis

X4.171
EGU2017-3104
Reconstruction of Sub-Surface Velocities from Satellite Observations Using Iterative Self-Organizing Maps
Christopher Chapman and Anastase Charantonis

X4.172
EGU2017-4312
Clustering of Synoptic Pattern over the Korean Peninsula from Meteorological Models
Jinah Kim, Kiyoung Heo, Jungwoon Choi, and Sanghoon Jung

X4.173
EGU2017-4373
Automated classification of seismic sources in a large database: a comparison of Random Forests and Deep Neural Networks.
Clement Hibert, André Stumpf, Floriane Provost, and Jean-Philippe Malet

X4.174
EGU2017-5213
Different combination of MODIS land surface temperature data for daily air surface temperature estimation in North West Vietnam
Thanh Noi Phan, Martin Kappas, and Jan Degener

X4.175
EGU2017-6693
Random Forests (RFs) for Estimation, Uncertainty Prediction and Interpretation of Monthly Solar Potential
Dan Assouline, Nahid Mohajeri, and Jean-Louis Scartezzini

X4.176
EGU2017-7352
JADDS – towards a tailored global atmospheric composition data service for CAMS forecasts and reanalysis
Olaf Stein, Martin G. Schultz, Michael Rambadt, Rajveer Saini, Lars Hoffmann, and Daniel Mallmann

X4.177
EGU2017-8794
Monsoon Forecasting based on Imbalanced Classification Techniques
Pedro Ribera, Alicia Troncoso, Gualberto Asencio-Cortes, Inmaculada Vega, and David Gallego

X4.178
EGU2017-10416
Analysis of Sediment Transport for Rivers in South Korea based on Data Mining technique
Eun-kyung Jang, Un Ji, and Woonkwang Yeo

X4.179
EGU2017-11648
Change Detection Method with Spatial and Spectral Information from Deep Learning
Haobo Lyu and Hui Lu

X4.180
EGU2017-11681
Mining key elements for severe convection prediction based on CNN
Ming Liu, Ning Pan, Changan Zhang, Hongzhou Sha, Bolei Zhang, Liang Liu, and Meng Zhang

X4.181
EGU2017-14015
Study of Environmental Data Complexity using Extreme Learning Machine
Michael Leuenberger and Mikhail Kanevski

X4.182
EGU2017-16841
Conceptual compression for pattern recognition in 3D model output
Rachel Prudden, Niall Robinson, and Alberto Arribas

X4.183
EGU2017-9964
Automatic fog detection for public safety by using camera images
Giuliano Andrea Pagani, Martin Roth, and Wiel Wauben

X4.184
EGU2017-18283
Fast segmentation of satellite images using SLIC, WebGL and Google Earth Engine
Gennadii Donchyts, Fedor Baart, Noel Gorelick, Elmar Eisemann, and Nick van de Giesen

X4.185 EGU2017-12116
Towards a Big Data Infrastructure for DataLab experiments (withdrawn)
Jan Willem Noteboom, Andrea Pagani, and Raymond Sluiter

X4.186
EGU2017-12602
Topological Data Analysis of High-Resolution Temporal Rainfall
Alin Andrei Carsteanu, Félix Fernández Méndez, and Raciel Vásquez Aguilar

X4.187
EGU2017-7418
Tipping point analysis of a large ocean ambient sound record
Valerie N. Livina, Peter Harris, Albert Brower, Lian Wang, Kostas Sotirakopoulos, and Stephen Robinson