Agent-Based Socio-Hydrological Modeling for Restoration of Urmia Lake: Application of Theory of Planned Behavior

作者: Parsa Pouladi , Abbas Afshar , Mohammad Hadi Afshar , Amir Molajou , Hamid Farahmand

DOI: 10.1016/J.JHYDROL.2019.06.080

关键词:

摘要: Abstract This study proposes a novel socio-hydrological modeling framework for assessing the performance of complex water resources systems. It employs and integrates agent-based (ABM) theory planned behavior (TPB) into to account agents’ behaviors. Due farmers’ major role in anthropogenic droughts, this paper mainly focuses on behavior. The TPB behavioral rules ABM are structured based data obtained from field questionnaires interviews by farmers Zarrineh River Basin as main river feeding Urmia Lake. proposed framework, including structures rules, validated comparing results simulation model with actual period. To assess ability root mean square error (RMSE) determination coefficient (DC) were computed. show acceptable RMSE = 0.18 DC = 0.92. Analysis indicates that financial conditions, farmland size, age, education among factors decision-making process, respectively.

参考文章(61)
N Becu, P Perez, A Walker, O Barreteau, C.Le Page, Agent based simulation of a small catchment water management in northern Thailand: Description of the CATCHSCAPE model Ecological Modelling. ,vol. 170, pp. 319- 331 ,(2003) , 10.1016/S0304-3800(03)00236-9
Masoud Yazdanpanah, Fatemeh Rahimi Feyzabad, Masoumeh Forouzani, Saeed Mohammadzadeh, Rob J.F. Burton, Predicting farmers' water conservation goals and behavior in Iran: A test of social cognitive theory Land Use Policy. ,vol. 47, pp. 401- 407 ,(2015) , 10.1016/J.LANDUSEPOL.2015.04.022
Icek Ajzen, Martin Fishbein, Understanding Attitudes and Predicting Social Behavior ,(1980)
Smith Martin, Fao land, Cropwat : a computer program for irrigation planning and management Cropwat: a computer program for irrigation planning and management.. ,(1992)
Murugesu Sivapalan, Hubert H. G. Savenije, Günter Blöschl, Socio‐hydrology: A new science of people and water Hydrological Processes. ,vol. 26, pp. 1270- 1276 ,(2012) , 10.1002/HYP.8426
Y. Elshafei, J. Z. Coletti, M. Sivapalan, M. R. Hipsey, A model of the socio-hydrologic dynamics in a semiarid catchment: Isolating feedbacks in the coupled human-hydrology system Water Resources Research. ,vol. 51, pp. 6442- 6471 ,(2015) , 10.1002/2015WR017048
Murugesu Sivapalan, Günter Blöschl, Time scale interactions and the coevolution of humans and water Water Resources Research. ,vol. 51, pp. 6988- 7022 ,(2015) , 10.1002/2015WR017896
Masoud Yazdanpanah, Dariush Hayati, Stefan Hochrainer-Stigler, Gholam Hosein Zamani, Understanding farmers' intention and behavior regarding water conservation in the Middle-East and North Africa: A case study in Iran Journal of Environmental Management. ,vol. 135, pp. 63- 72 ,(2014) , 10.1016/J.JENVMAN.2014.01.016
T. H. M. van Emmerik, Z. Li, M. Sivapalan, S. Pande, J. Kandasamy, H. H. G. Savenije, A. Chanan, S. Vigneswaran, Socio-hydrologic modeling to understand and mediate the competition for water between agriculture development and environmental health : Murrumbidgee River Basin, Australia Hydrology and Earth System Sciences. ,vol. 18, pp. 4239- 4259 ,(2014) , 10.5194/HESS-18-4239-2014