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DOI | 10.1007/s10666-018-9638-y |
Using Data on Social Influence and Collective Action for Parameterizing a Geographically-Explicit Agent-Based Model for the Diffusion of Soil Conservation Efforts | |
Van Oel, P. R.1; Mulatu, D. W.2; Odongo, V. O.1,3; Willy, D. K.4; Van der Veen, A.5 | |
发表日期 | 2019 |
ISSN | 1420-2026 |
EISSN | 1573-2967 |
卷号 | 24期号:1页码:1-19 |
英文摘要 | Social influence affects individual decision-making on soil conservation. Understanding the emergent diffusion of collective conservation effort is relevant to natural resource management at the river basin level. This study focuses on the effect of subjective norms and collective action on the diffusion of Soil Conservation Effort (SCE) in the Lake Naivasha basin (Kenya) for the period 1965-2010. A geographically-explicit Agent-Based Model (ABM) version of the CONSUMAT model was developed: the CONSERVAT model. In our model, we have represented heterogeneity in the physical environment and in the social network using empirical data. To parameterize the model, physical data, and social data from a household survey (n=307) were used. Model simulation results show that it is possible to reproduce empirical spatiotemporal diffusion patterns of SCE levels which are quite sensitive to the way in which social survey data are used to initialize the model. Overall, this study demonstrates (i) that social survey data can effectively be used for parameterization of a geographically-explicit ABM, and (ii) that empirical knowledge on natural environment characteristics and social phenomena can be used to build an agent-based model at the river basin level. This study is an important first step towards including subjective norms for evaluating the effectiveness of alternative policy strategies for natural resource management. |
WOS研究方向 | Environmental Sciences & Ecology |
来源期刊 | ENVIRONMENTAL MODELING & ASSESSMENT
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/89952 |
作者单位 | 1.Wageningen Univ, Water Resources Management Grp, POB 47, NL-6700 AA Wageningen, Netherlands; 2.EDRI, ECRC, POB 2479, Addis Ababa, Ethiopia; 3.Egerton Univ, POB 536, Egerton, Nakuru, Kenya; 4.Kenyatta Univ, Sch Agr & Enterprise Dev, POB 43844, Nairobi 00100, Kenya; 5.Univ Twente, POB 217, NL-7500 AE Enschede, Netherlands |
推荐引用方式 GB/T 7714 | Van Oel, P. R.,Mulatu, D. W.,Odongo, V. O.,et al. Using Data on Social Influence and Collective Action for Parameterizing a Geographically-Explicit Agent-Based Model for the Diffusion of Soil Conservation Efforts[J],2019,24(1):1-19. |
APA | Van Oel, P. R.,Mulatu, D. W.,Odongo, V. O.,Willy, D. K.,&Van der Veen, A..(2019).Using Data on Social Influence and Collective Action for Parameterizing a Geographically-Explicit Agent-Based Model for the Diffusion of Soil Conservation Efforts.ENVIRONMENTAL MODELING & ASSESSMENT,24(1),1-19. |
MLA | Van Oel, P. R.,et al."Using Data on Social Influence and Collective Action for Parameterizing a Geographically-Explicit Agent-Based Model for the Diffusion of Soil Conservation Efforts".ENVIRONMENTAL MODELING & ASSESSMENT 24.1(2019):1-19. |
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