Stream B

Understanding USA Power Plants renewable behaviours with data science

Ignacio Peñafiel, Knowledge Engineering and Machine Learning group at Intelligent Data Science and Artificial Intelligence Research Center, Research Institute of Science and Technology for Sustainability, Universitat Politècnica de Catalunya-BarcelonaTech, Spain)
Karina Gibert, Knowledge Engineering and Machine Learning group at Intelligent Data Science and Artificial Intelligence Research Center, Research Institute of Science and Technology for Sustainability, Universitat Politècnica de Catalunya-BarcelonaTech, Spain)

9:20 AM - 9:40 AM

The development of OOBN Pattern Language: Design approach and case study in SDG modelling

Ebrahim Aly, School of Engineering and Information Technology, University of New South Wales, Canberra, Australia,
Sondoss Elsawah, School of Engineering and Information Technology, University of New South Wales, Canberra, Australia,
Michael J. Ryan, Capability Associates Pty Ltd, Canberra, Australia

12:00 PM - 12:20 PM

Reconstruction of 20th Century Burned Area through Recurrent Neural Networks

Seppe Lampe, Vrije Universiteit Brussel, HYDR Department,
Bertrand Le Saux, European Space Agency, Phi-Lab
Inne Vanderkelen, Vrije Universiteit Brussel, HYDR Department,
Wim Thiery, Vrije Universiteit Brussel, HYDR Department,

12:20 PM - 12:40 PM

Geomorphic approach to fill existing gaps in remote sensing surface water extent mapping

Maria Julieta Rossi, The University of Sydney, School of Life and Environmental Sciences,
Willem Vervoort, The University of Sydney, School of Life and Environmental Sciences,

12:40 PM - 1:00 PM

Enabling Efficient Use of Earth Observations for Hydrologic Model Evaluation

Adnan Rajib, The Hydrology and Hydroinformatics Innovation (H2I) Lab, Department of Environmental Engineering, Texas A University, Kingsville,
Linji Wang, Lyles School of Civil Engineering, Purdue University
Venkatesh Merwade

1:00 PM - 1:20 PM

Evaluating the suitability of remote sensing lake turbidity in validating model sediment loadings: An application in Lake Tana basin

Albert Nkwasa, Vrije Uiversitiet Brussel,
Rediet Esayas Getachew, Vrije Uiversitiet Brussel,
Ann van Griensven, Vrije Uiversitiet Brussel,

1:40 PM - 2:00 PM

Centrality and city size effects on NO2 ground and tropospheric concentrations within European cities

Yufei Wei, University of Luxembourg,
Geoffrey Caruso, University of Luxembourg,
Rémi Lemoy, University of Rouen

2:00 PM - 2:20 PM

Water quality simulation of lakes: coupling artificial intelligence techniques and remote sensing data

Farkhondeh Khorashadi Zadeh, Vrije Universiteit Brussel,
Albert Nkwasa, Vrije Universiteit Brussel,
Saeed Khorashadizadeh, University of Birjand,
Ann van Griensven, Vrije Universiteit Brussel,

2:20 PM - 2:40 PM

Agent-based modelling of space-time activity for assessment of personal exposures to ambient air pollution in nationwide health cohorts

Oliver Schmitz, Utrecht University, Faculty of Geosciences, Physical Geography, Utrecht, Netherlands

2:40 PM - 3:00 PM

Airborne contaminant urban localization by the hybrid stochastic artificial neural network system.

Anna Wawrzynczak, National Centre for Nuclear Research, Swierk-Otwock, Poland,
Piotr Kopka, National Centre for Nuclear Research, Swierk-Otwock, Poland,
Monika Berendt-Marchel, Siedlce University, Institute of Computer Sciences, Poland

8:40 AM - 9:00 AM

Scheduling the energy consumption of residential loads, the impact of missing data

Matteo Salani, IDSIA - USI/SUPSI
Marco Derboni, IDSIA - USI/SUPSI
Andrea Emilio Rizzoli, IDSIA - USI/SUPSI

9:00 AM - 9:20 AM

Machine learning models as a suitable tool to estimate at real time the microbial risk in drinking water

Hector Monclús, Universitat de Girona
Ester Aguilera, Universitat de Girona
David Abert, Universitat de Girona
Manel Poch, Universitat de Girona

9:20 AM - 9:40 AM

Ensemble model-based method for time series sensors’ datavalidation and imputation applied to a real Waste Water TreatmentPlant

Josep Pascual-Pañach, Consorci Besòs Tordera,
Miquel Sànchez-Marrè, Knowledge Engineering and Machine Learning Group (KEMLG) Intelligent Data Science and ArtificialIntelligence Research Centre (IDEAI-UPC) Universitat Politècnica de Catalunya (UPC- BarcelonaTech),
Miquel Àngel Cugueró-Escofet, Advanced Control Systems Research Group, Universitat Politècnica de Catalunya (UPC- BarcelonaTech)

12:00 PM - 12:20 PM

Study on the relationship between air quality and mortality due to respiratory diseases at global level

Margarita Espinós Torredemer, UPC
Karina Gibert Oliveras, UPC
Miquel Sànchez-Marrè, UPC

12:40 PM - 1:00 PM

A Survey of Wildfire Spread Prediction and Risk Estimation Methodswith Machine Learning Techniques

Sergiu Dascalu, University of Nevada, Reno, USA,
Rui Wu, East Carolina University, USA
Andrew Munoz, University of Nevada, Reno, USA,
Shanyue Guan, East Carolina University, USA

1:00 PM - 1:20 PM

The digital water revolution: opportunities and ethical-political concerns

Lucia Alexandra Popartan, LEQUIA. Institute of the Environment. Universitat de Girona. C/ Maria Aurèlia Capmany 69. 17003 Girona.
Hector Monclús, LEQUIA. Institute of the Environment. Universitat de Girona. C/ Maria Aurèlia Capmany 69. 17003 Girona.
Ignasi Rodriguez-Roda, LEQUIA. Institute of the Environment. Universitat de Girona. C/ Maria Aurèlia Capmany 69. 17003 Girona.
Manel Poch, LEQUIA. Institute of the Environment. Universitat de Girona. C/ Maria Aurèlia Capmany 69. 17003 Girona.

1:40 PM - 2:00 PM

Improving Water Distribution Network Data Extraction from RawGPR Images with Multi-Agent Techniques and Machine Learning

Gemma Stanton, CWRR-School of Civil Engineering, University College Dublin
David Ayala-Cabrera, CWRR-School of Civil Engineering, University College Dublin

2:00 PM - 2:20 PM

Variables Selection for improving clustering multiview processes

Xavier Angerri, ntelligent Data Science and Artificial Intelligence Research Center and Institut de Ciència i Tecnologia de la Sostenibilitat, Universitat Politècnica de Catalunya - BarcelonaTech,
Karina Gibert, ntelligent Data Science and Artificial Intelligence Research Center and Institut de Ciència i Tecnologia de la Sostenibilitat, Universitat Politècnica de Catalunya - BarcelonaTech,

2:20 PM - 2:40 PM

Advancing GPR Interpretations by the Use of Multi-agent Systems and Intelligent Data Analysis for Water Distribution Health Asset Assessment

David Ayala-Cabrera, Ad Astra Fellow - Assistant Professor, CWRR-School of Civil Engineering, University College Dublin, Dublin (Ireland),
Gemma Stanton, CWRR-School of Civil Engineering, University College Dublin (Ireland),
Sotudeh Hoseini-Ghafari, CWRR-School of Civil Engineering, University College Dublin (Ireland),
Joaquín Izquierdo, Full Professor, FluIng- IMM, Universitat Politècnica de València (Spain)

2:40 PM - 3:00 PM