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Dynamic evaluation on ecosystem service values of urban rivers and lakes: A case study of Nanchang City, China

机译:城市江湖生态系统服务价值动态评价-以南昌市为例

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摘要

Urban rivers and lakes play a significant role in providing ecosystem services, such as water supply, purification, nutrient retention, recreation, aesthetics, and more. However, there is no widely-accepted methodology for how to dynamically evaluate the ecosystem service values of urban rivers and lakes. Using data from survey and remote sensing of Nanchang City, China, this article constructs a conceptual framework based on the Millennium Ecosystem Assessment to propose an integrated approach to evaluate the ecosystem service values of urban rivers and lakes. Furthermore, the article employs a GIS-based Markov chain model to predict the future probable distribution pattern of land use in Nanchang City, while it uses an artificial neural network model to simulate the potential changing of ecosystem service values. The Millennium Ecosystem Assessment-based dynamic evaluation shows that in the first period of 1989-1999, provisioning services are dominant, followed by regulating services, supporting services and cultural services, while during the second period of 1999-2008, regulating services rank firstly in the total change of ecosystem service values, followed by supporting services, cultural services and provisioning services. The artificial neural network-based simulation indicates that the total will slightly increase in line with a small undulation in regulating service values, whilst the most changes brought by the provisioning services will be stable. This study is intended to serve as a tool to be used in decision making for proper and informed urban aquatic ecosystem management.
机译:城市河流和湖泊在提供水供应,净化,养分保留,休闲,美感等生态系统服务方面发挥着重要作用。但是,关于如何动态评估城市河流和湖泊的生态系统服务价值,没有广泛接受的方法。本文使用来自南昌市的调查和遥感数据,构建了一个基于千年生态系统评估的概念框架,提出了一种综合方法来评估城市河流和湖泊的生态系统服务价值。此外,本文采用基于GIS的马尔可夫链模型来预测南昌市未来土地利用的可能分布模式,同时使用人工神经网络模型来模拟生态系统服务价值的潜在变化。基于千年生态系统评估的动态评估显示,在1989-1999年的第一阶段,供应服务占主导地位,其次是调节服务,支持服务和文化服务,而在1999-2008年的第二阶段,调节服务则排在第一位。生态系统服务价值的总变化,其次是支持服务,文化服务和供应服务。基于人工神经网络的仿真表明,总数将略有增加,而调节服务值的波动很小,而预配服务带来的大多数变化将保持稳定。这项研究旨在作为一种工具,用于适当和知情的城市水生生态系统管理的决策。

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