Stream G: Data Mining and Algorithms for Environmental Modeling

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Schedule
2014
Monday, June 16th
9:00 AM	A k-means clustering approach to assess wheat yield prediction uncertainty with a HYDRUS-1D coupled crop model Derek Groenendyk, University of Arizona Kelly Thorp, USDA-ARS Ty Ferré, University of Arizona Wade Crow, USDA-ARS Doug Hunsaker, USDA-ARS Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 9:00 AM - 10:20 AM
9:00 AM	Agent-Based Virtual Laboratories for a Novel Experimental Approach to Socio-Environmental Synthesis Nicholas R. Magliocca, University of Maryland Mary Shelley, University of Maryland Mike Smorul, University of Maryland Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 9:00 AM - 10:20 AM
9:00 AM	Defining the spatiotemporal surveillance space for alien species' invasions using approximate Bayesian computation Grant Hamilton, Queensland University of Technology Rune Rasmussen, Queensland University of Technology Jana Mullerova, Academy of Sciences of the Czech Republic Jan Pergl, Academy of Sciences of the Czech Republic Petr Pysek, Academy of Sciences of the Czech Republic Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 9:00 AM - 10:20 AM
9:00 AM	The data processing inequality and environmental model prediction Steven V. Weijs, Ecole Polytechnique Federale de Lausanne Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 9:00 AM - 10:20 AM
10:40 AM	Controls on hydrologic partitioning: Using a mechanistic model for comparative hydrology across ungauged sub-catchments in a mountain headwater basin Christa Kelleher, Duke University Thorsten Wagener, University of Bristol Francesca Pianosi, University of Bristol Brian Mcglynn, Duke University Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 10:40 AM - 12:00 PM
10:40 AM	Kernel Density Independence Sampling based Monte Carlo Scheme (KISMCS) for inverse hydrological modeling Mojtaba Shafiei, Ferdowsi University of Mashhad Shervan Gharari, Delft University of Technology Saket Pande, Delft University of Technology Sandjai Bhulai, VU University Amsterdam Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 10:40 AM - 12:00 PM
2:00 PM	A model component for simulating the seasonal cycle of heterotrophic respiration G. A. Alexandrov, A.Mm Obukhov Institute of Atmospheric Physics, Russian Academy of Sciences Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 2:00 PM - 3:20 PM
2:00 PM	Activated Sludge with Total Solids Retention: Modified-ASM1 Modelling and Simulation Cheikh Fall, Universidad Autonoma del Estado de Mexico Anabel Jimenez-Zarate, Universidad Autonoma del Estado de Mexico Ericka Millan-Lagunas, Universidad Autonoma del Estado de Mexico Yves Comeau, Ecole Polytechnique de Montreal Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 2:00 PM - 3:20 PM
2:00 PM	Modelling spatial relationships between ecosystem services and agricultural production in an agent- based model Changxing Dong, IAMO Mark Brady, Swedish University of Agricultural Sciences Yann Clough, Lund University Ullrika Sahlin, Lund University Christoph Sahrbacher, IAMO Martin Stjernman, Lund University Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 2:00 PM - 3:20 PM
3:40 PM	Simulating the sensitivity of residential wildfire risk to land use policy Tony Prato, University of Missouri Travis Paveglio, University of Idaho Micheal Hardy, University of Missouri Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 3:40 PM - 5:20 PM
3:40 PM	Uncovering urban system interrelations using land-use scenario modelling Steffen Lauf, Technische Universitat Berlin Birgit Kleinschmit, Technische Universitat Berlin Dagmar Haase, Humboldt-University Berlin Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 3:40 PM - 5:20 PM
3:40 PM	Using Genetic Algorithms to Fit Species and Habitat Parameters for Modelling the Effect of Climate Change on Species Distributions with Stochastic Patch Occupancy Models Gary Polhill, The James Hutton Institute Alessandro Gimona, The James Hutton Institute Session G1: Using Simulation Models to Improve Understanding of Environmental Systems 3:40 PM - 5:20 PM
Tuesday, June 17th
9:00 AM	Pre-processing techniques applied to Automatic Taxon Identification on fish otoliths Ramon Reig-Bolaño, University of Catalonia Pere Marti-Puig, University of Catalonia Session G2: Data Mining for Environmental Sciences 9:00 AM - 10:20 AM
9:00 AM	Predicting citation counts of environmental modelling papers Barbara J. Robson, CSIRO Land and Water Aurélie Mousquès, École des Mines d'Alès Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 9:00 AM - 10:20 AM
9:00 AM	Quantifying ENSO impacts at the basin scale using the Iterative Input variable Selection algorithm Ludovica Beltrame, Politecnico di Milano Daniele Carbonin, Politecnico di Milano Stefano Galelli, Singapore University of Technology and Design Andrea Castelletti, Politecnico di Milano Matteo Giuliani, Politecnico di Milano Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 9:00 AM - 10:20 AM
10:40 AM	Discovering Comprehensible Hydrogeological Profiles in the Margarita Island's Aquifers including Post-processing in a data mining process Conti Dante, Universidad de Los Andes Gibert Karina, Universitat Politecnica de Catalunya-BarcelonaTech Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 10:40 AM - 12:00 PM
10:40 AM	Graph Clustering Based on Social Network Community Detection Algorithms Enrique Campbell, Universitat Politècnica de València David Ayala-Cabrera, Universitat Politècnica de València Joaquín Izquierdo, Universitat Politècnica de València Rafael Pérez-García, Universitat Politècnica de València Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 10:40 AM - 12:00 PM
10:40 AM	Predicting Impact of Natural Calamities in Era of Big Data and Data Science Carol K. Joseph, Northwestern University Sunil Kakade, Northwestern University Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 10:40 AM - 12:20 PM
2:00 PM	Automated data quality assessment: Dealing with faulty on-line water quality sensors Janelcy Alfreres, Université Laval Québec Peter A. Vanrolleghem, Université Laval Québec Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 2:00 PM - 3:20 PM
2:00 PM	Biofilm Susceptibility in a Drinking Water Distribution System Regarding 24 Hours Demand Curve Eva Ramos-Martínez, Universitat Politècnica de València Manuel Herrera, Imperial College London Joaquín Izquierdo, Universitat Politècnica de València Rafael Pérez-García, Universitat Politècnica de València Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 2:00 PM - 3:20 PM
2:00 PM	Problem-specific Rule Extraction for Better Performance of Evolutionary Algorithms Joaquin Izquierdo, Universitat Politècnica de València Idel Montalvo, 3SConsult Enrique Campbell, Universitat Politècnica de València Rafael Pérez-García, Universitat Politècnica de València Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 2:00 PM - 3:20 PM
2:00 PM	Where Are We In Wastewater Treatment Plants Data Management? A Review and a Proposal Manel Poch, University of Girona Joaquim Comas, University of Girona José Porro, University of Girona Manel Garrido-Baserba, Urban Water Research Center, University of California Lluis Corominas, Catalan Institute for Water Research (ICRA), Scientific and Techological Park of the University of Girona Maite Pijuan, Catalan Institute for Water Research (ICRA), Scientific and Techological Park of the University of Girona Session G2: Data Mining for Environmental Sciences (s-DMTES IV) 2:00 PM - 3:20 PM

Stream G: Data Mining and Algorithms for Environmental Modeling

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