Modelling the hydrological response of blue-green roofs: ECO-PRO model

IF 8 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Science of the Total Environment Pub Date : 2025-04-09 DOI:10.1016/j.scitotenv.2025.179299
Dario Pumo, Matteo Ippolito, Francesco Alongi, Antonio Francipane, Leonardo V. Noto
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Abstract

Green roofs are climate-adaptive measures able to address many urban challenges like heat islands, water scarcity, floodings, pollution and biodiversity loss. Recently, the “blue-green roof” variant has gained attention for its enhanced functionality, since, incorporating a high-capacity storage layer, they can retain significant amount of rainwater. This last can be gradually released, reducing stress on urban drainage during heavy storms, sustain passive irrigation and provide greywater for reuse. Modelling green infrastructures is essential for optimizing design and efficacy, and, in this context, ecohydrological models, which capture the complex ecological and hydrological interactions, offer a valuable option.
This study introduces the ECO-hydrological Polder Roof mOdel (ECO-PRO), a tailored ecohydrological model specifically for multilayer green roofs. ECO-PRO is a numerical model able to simulate dynamically the blue-green roofs hydrological response to climate conditions and management practices, estimating water flow and storage across layers. The model was implemented based on an experimental site in Palermo (Italy), using a high-resolution dataset and performing parameters optimization through genetic algorithms. Simulated water fluxes and time series of soil moisture and outflow generated by the system demonstrated strong alignment with observed data over a three-year monitoring period, with robust performance indicators. Notably, the coefficient of determination (R2) for daily runoff was 0.88. Parameter sensitivity and uncertainty assessments further validated the model's reliability. A test model application accurately captured stormwater retention after prolonged rainy spells (R2 = 0.91), confirming its effectiveness for the dynamic assessment of water volumes released and retained by the system.

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蓝绿色屋顶的水文响应建模:ECO-PRO模型
绿色屋顶是气候适应性措施,能够解决许多城市挑战,如热岛、缺水、洪水、污染和生物多样性丧失。最近,“蓝绿屋顶”的变体因其增强的功能而受到关注,因为结合了高容量的存储层,它们可以保留大量的雨水。后者可以逐渐释放,减少暴雨期间城市排水系统的压力,维持被动灌溉,并提供污水再利用。绿色基础设施建模对于优化设计和效率至关重要,在这种情况下,捕捉复杂生态和水文相互作用的生态水文模型提供了一个有价值的选择。本研究介绍了生态水文圩田屋顶模型(ECO-PRO),这是一个专门针对多层绿色屋顶的生态水文模型。ECO-PRO是一个数值模型,能够动态模拟蓝绿屋顶对气候条件和管理措施的水文响应,估计水流量和跨层储水量。该模型基于巴勒莫(意大利)的一个实验站点,使用高分辨率数据集并通过遗传算法进行参数优化。该系统产生的模拟水通量和土壤湿度及流出量时间序列与三年监测期间的观测数据具有很强的一致性,具有可靠的性能指标。日径流量的决定系数(R2)为0.88。参数敏感性和不确定性评估进一步验证了模型的可靠性。一个测试模型应用程序准确地捕获了长时间雨季后的雨水保留(R2 = 0.91),证实了它对系统释放和保留水量的动态评估的有效性。
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来源期刊
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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