DocumentCode :
239180
Title :
Simulating Water, Individuals, and Management using a coupled and distributed approach
Author :
Ozik, Jonathan ; Collier, Nicholson ; Murphy, John T. ; Altaweel, Mark ; Lammers, Richard B. ; Prusevich, Alexander A. ; Kliskey, Andrew ; Alessa, Lilian
Author_Institution :
Comput. Inst., Univ. of Chicago, Chicago, IL, USA
fYear :
2014
fDate :
7-10 Dec. 2014
Firstpage :
1120
Lastpage :
1131
Abstract :
Water is a key issue in sustainable urban development. SWIM (Simulating Water, Individuals and Management) is an agent-based model of water supply, management structure, and residential water consumer perception and behavior. Initial work applied data mining on newspaper articles to map networks of water management institutions and structures. SWIM extends this by linking an agent-based model of residential water consumption connected via networks of water managers to a global-scale hydrological model. In our case study, we focus on Tucson, Arizona, where management and social behaviors are well documented. Census data are used to create synthetic populations of consumers endowed with price sensitivity and behaviors impacting water use. Social networks, including those based on geographic proximity, allow water use behaviors to spread to others. We examine possible factors leading to recent attested declines in per-capita water use, leveraging ensemble runs on high-performance computing resources using the Swift parallel scripting language to strategically explore complex parameter spaces.
Keywords :
authoring languages; consumer behaviour; data mining; parallel languages; software agents; water supply; Arizona; SWIM; Swift parallel scripting language; Tucson; agent-based model; census data; complex parameter spaces; coupled approach; data mining; distributed approach; geographic proximity; global-scale hydrological model; high-performance computing resources; network mapping; newspaper articles; price sensitivity; residential water consumer behavior; residential water consumer perception; residential water consumption; simulating water-individuals-and-management; social behaviors; social networks; sustainable urban development; synthetic consumer population creation; water management institutions; water management structure; water management structures; water supply; water use behaviors; Educational institutions; Social factors; Social network services; Sociology; Water conservation; Water pollution; Water resources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference (WSC), 2014 Winter
Conference_Location :
Savanah, GA
Print_ISBN :
978-1-4799-7484-9
Type :
conf
DOI :
10.1109/WSC.2014.7019970
Filename :
7019970
Link To Document :
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