A Bayesian Belief Network for assessing ecosystem services and socio-economic development in threatened estuarine regions

IF 1.8 Q3 ECOLOGY One Ecosystem Pub Date : 2024-07-18 DOI:10.3897/oneeco.9.e124989
Thi Dieu Linh Nguyen, Tuan Tran, K. Dang, Thi Tai Thu Do, Ha Dong, Nga Pham Thi Phuong, Thuy Hoang Thi, T. Giang
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Abstract

Estuaries feature diverse ecosystems with great biological production and favourable resources and landscapes for ecotourism. Increasing natural disasters have threatened the lives and safety of over 70% of the region's population in recent years. Rapid urbanisation and tourism have changed land use. This changes ecosystem structure and function, impacting service provision. This study developed a Bayesian Belief Network (BBN) model to assess the imbalance between socio-economic development and resource conservation using an ecosystem services (ES) approach. The BBN model helps synthesise and exchange information, provide decision-making data, evaluate trade-off possibilities and anticipate future situations when assessing ES. The BBN network model probabilistically evaluates ecosystem services using expertise, statistical modelling, geographic information systems and interviews. We assessed the comprehensive value of 17 forms of ES for four ecosystem groups over a period of 30 years. As a result, the cultural ecosystem services of some estuarial regions in Vietnam have the highest value and are showing an increasing trend, while the regulating ecosystem services are continuously fluctuating and decreasing. Provisioning ecosystem services are stable with small changes. This study also examined ES values in six landscape categories and created two ES change scenarios. The findings can help managers choose land-use and resource exploitation policies, understand the value of ecosystem services at the regional level and develop estuary sustainability strategies for long-term ecosystem service balance.
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用于评估受威胁河口地区生态系统服务和社会经济发展的贝叶斯信念网络
河口地区拥有多样化的生态系统,生物产量高,资源丰富,生态旅游景观优美。近年来,越来越多的自然灾害威胁着该地区 70% 以上人口的生命和安全。快速的城市化和旅游业改变了土地用途。这改变了生态系统结构和功能,影响了服务的提供。本研究开发了贝叶斯信念网络 (BBN) 模型,利用生态系统服务 (ES) 方法评估社会经济发展与资源保护之间的不平衡。在评估生态系统服务时,贝叶斯信念网络模型有助于综合和交换信息、提供决策数据、评估权衡可能性和预测未来情况。BBN 网络模型利用专业知识、统计建模、地理信息系统和访谈对生态系统服务进行概率评估。我们对四个生态系统组的 17 种形式的生态系统服务进行了为期 30 年的综合价值评估。结果显示,越南一些河口地区的文化生态系统服务价值最高,且呈上升趋势,而调节生态系统服务则持续波动和下降。供给型生态系统服务价值稳定,变化较小。本研究还考察了六个景观类别的生态系统服务价值,并创建了两种生态系统服务变化情景。研究结果有助于管理者选择土地利用和资源开发政策,了解区域层面的生态系统服务价值,并制定河口可持续发展战略,以实现生态系统服务的长期平衡。
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来源期刊
One Ecosystem
One Ecosystem Environmental Science-Nature and Landscape Conservation
CiteScore
4.60
自引率
0.00%
发文量
26
审稿时长
12 weeks
期刊最新文献
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