H031:
Computational Intelligence and Machine Learning Methods in Water and Environmental Management





Session ID#: 24960

Session Description:
Climate variability and change affect the occurrence of extreme hydrological events.  Extreme weather and climate events pose serious threats to water and environmental resources management. Studies have been shown that recent development in the area of computational Intelligence and machine learning methods has enabled our utilizing a large amount of in situ and remote sensing information to improve hydro-environmental modeling and water resources management.

Topics address the methods and technologies of computational intelligence (e.g. artificial neural networks, fuzzy systems, and evolutionary computation), analysis and process of complex data (remote sensing information, feature extraction, nonlinear time series analysis, environmental data fusion, integration and assimilation), and uncertainty analysis in water and environmental management are welcome.

This session aims to provide an active forum to share the current state of computational intelligent technologies and to demonstrate those techniques and applications in the water resources management, hydrology, ecology, and atmospheric & environmental sciences.

Primary Convener:  Kuo-lin Hsu, University of California Irvine, Irvine, CA, United States
Conveners:  Fi-John Chang1, Li-Chiu Chang2 and Li-Chiu Chang2, (1)National Taiwan University, Department of Bioenvironmental Systems Engineering, Taipei, Taiwan(2)Tamkang University, Department of Water Resources and Environmental Engineering, Taipei, Taiwan

Cross-Listed:
  • A - Atmospheric Sciences
  • GC - Global Environmental Change
  • NH - Natural Hazards
Index Terms:

Abstracts Submitted to this Session:

Ata Akbari Asanjan1, Tiantian Yang2, Xiaogang Gao3, Kuo-lin Hsu4 and Soroosh Sorooshian4, (1)University of California Irvine, Irvine, CA, United States, (2)Deltares USA / University of California Irvine, Silver Spring, MD, United States, (3)Univ California Irvine, Irvine, CA, United States, (4)UC Irvine, Irvine, CA, United States
Baoxiang Pan1, Kuo-lin Hsu2, Amir AghaKouchak3 and Soroosh Sorooshian2, (1)University of California Irvine, Irvine, CA, United States, (2)UC Irvine, Irvine, CA, United States, (3)California Department of Water Resources, Irvine, CA, United States
Shima Shamkhali Chenar, Louisiana State University, Baton Rouge, LA, United States and Zhiqiang Deng, Professor, Department of Civil and Environmental Engineering, Louisiana State University, Baton Rouge, LA, United States
Carole Delenne1, Nanée Chahinian2, Jean-Stephane Bailly3, Sandra Bringay4, Benjamin Commandré5, Marc Chaumont6, Mustapha Derras7, Laurent Deruelle7, Mathieu Roche8, Fabrice Rodriguez9, Gerard Subsol10 and Maguelonne Teisseire11, (1)Univ. Montpellier, HSM - INRIA, Lemon, Montpellier Cedex 05, France, (2)IRD, HSM, Montpellier Cedex 05, France, (3)AgroParisTech, UMR LISAH - INRA, Montpellier, France, (4)Univ. Montpellier 3, LIRMM, Montpellier, France, (5)Univ. Montpellier, HSM, Montpellier Cedex 05, France, (6)Univ. Nîmes, LIRMM, Montpellier, France, (7)Berger-Levrault, Toulouse, France, (8)CIRAD, TETIS, Montpellier, France, (9)IFSTTAR, GERS-LEE, Bougenais, France, (10)CNRS, LIRMM, Montpellier, France, (11)IRSTEA, TETIS, Montpellier, France
Fi-John Chang, National Taiwan University, Department of Bioenvironmental Systems Engineering, Taipei, Taiwan, Li-Chiu Chang, Tamkang University, Department of Water Resources and Environmental Engineering, Taipei, Taiwan and Mohd Zaki bin Mat Amin, National Hydraulic Research Institute of Malaysia, Research Centre for Water Resources and Climate Change, kuala Lumpur, Malaysia
Li-Chiu Chang1, Shun-Nien Yang2, Chun-Ling Kuo3 and Yi-Fung Wang3, (1)Tamkang University, Department of Water Resources and Environmental Engineering, Taipei, Taiwan, (2)Tamkang University, Taipei, Taiwan, (3)Water Resources Agency, Taipei, Taiwan
Negin Hayatbini1, Kuo-lin Hsu2, Tiantian Yang1 and Soroosh Sorooshian2, (1)University of California Irvine, Irvine, CA, United States, (2)UC Irvine, Irvine, CA, United States

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