School of Engineering and Built Environment, Griffith University, Southport, QLD, 4222, Australia; Cities Research Institute, Griffith University, Nathan, QLD, 4111, Australia.
School of Engineering and Built Environment, Griffith University, Southport, QLD, 4222, Australia; Cities Research Institute, Griffith University, Nathan, QLD, 4111, Australia.
J Environ Manage. 2021 May 1;285:112082. doi: 10.1016/j.jenvman.2021.112082. Epub 2021 Feb 14.
Coral reef ecosystems provide a broad spectrum of essential ecological, economic and cultural services for Small Island Developing State (SIDS) communities. However, coral reef communities are increasingly threatened by the adverse impacts of human activities at both global and local scales. This study aims to develop an integrated dynamic assessment framework to evaluate coral reef conditions under different adaptation and climate change scenarios, and their consequential economic impacts in the small island community of Port Resolution on Tanna Island in Vanuatu. Our assessment framework follows a sequential multilayered modelling approach that uses System Dynamics (SD) coupled with Bayesian Network (BN) modelling to deal with the complexity and dynamicity of socioeconomic and environmental systems, and impacts from trans-discipline variables. The BN incorporated existing data and expert knowledge to project the future conditions of coral reefs under different scenario settings, and to parametrise and quantify the SD model where the existing data and information was insufficient. The SD was then used to simulate the dynamic relationship between coral reef condition and the economic benefits derived from its ecosystem services under different climate change (i.e. RCPs) and management scenarios through to 2070. Our findings show that sustainable community-based conservation management strategies are key to preserving the flow of coral reef ecosystem services under RCP 2.6 and 6.0. Importantly, we demonstrate that the implementation of an integrated portfolio of management strategies better protects ecosystem services provided by coral reefs and maximises the total economic benefits achieved over the long-term despite a temporary and short-term economic loss due to high initial capital investments and income reduction due to fishing and tourism restrictions.
珊瑚礁生态系统为小岛屿发展中国家(SIDS)社区提供了广泛的重要生态、经济和文化服务。然而,珊瑚礁社区越来越受到全球和地方尺度人类活动的不利影响的威胁。本研究旨在开发一个综合动态评估框架,以评估不同适应和气候变化情景下的珊瑚礁状况,以及这些情景对瓦努阿图塔纳岛波特雷索利翁小社区的经济影响。我们的评估框架采用了顺序多层次建模方法,该方法使用系统动力学(SD)与贝叶斯网络(BN)建模相结合,以应对社会经济和环境系统的复杂性和动态性,以及跨学科变量的影响。BN 纳入了现有数据和专家知识,以预测不同情景设置下珊瑚礁的未来状况,并对 SD 模型进行参数化和量化,而在现有数据和信息不足的情况下。然后,SD 用于模拟不同气候变化(即 RCP)和管理情景下珊瑚礁状况与其生态系统服务带来的经济效益之间的动态关系,直至 2070 年。我们的研究结果表明,可持续的基于社区的保护管理策略是在 RCP 2.6 和 6.0 下保护珊瑚礁生态系统服务流动的关键。重要的是,我们证明,实施综合管理策略组合可以更好地保护珊瑚礁提供的生态系统服务,并在长期内实现最大的经济效益,尽管由于初始资本投资高和捕鱼和旅游限制导致收入减少,短期内会出现经济损失。