Practice makes the model: A critical review of stormwater green infrastructure modelling practice

文档 雨水 计算机科学 选型 水文模型 管理科学 样品(材料) 风险分析(工程) 运筹学 地表径流 工程类 业务 生态学 生物 气候学 机器学习 色谱法 地质学 化学 程序设计语言
作者
Vincent Pons,Elhadi Mohsen Hassan Abdalla,Franz Tscheikner-Gratl,Knut Tore Alfredsen,Edvard Sivertsen,Jean-Luc Bertrand-Krajewski,Tone Merete Muthanna
出处
期刊:Water Research [Elsevier BV]
卷期号:236: 119958-119958 被引量:34
标识
DOI:10.1016/j.watres.2023.119958
摘要

Green infrastructures (GIs) have in recent decades emerged as sustainable technologies for urban stormwater management, and numerous studies have been conducted to develop and improve hydrological models for GIs. This review aims to assess current practice in GI hydrological modelling, encompassing the selection of model structure, equations, model parametrization and testing, uncertainty analysis, sensitivity analysis, the selection of objective functions for model calibration, and the interpretation of modelling results. During a quantitative and qualitative analysis, based on a paper analysis methodology applied across a sample of 270 published studies, we found that the authors of GI modelling studies generally fail to justify their modelling choices and their alignments between modelling objectives and methods. Some practices, such as uncertainty analysis, were also found to be limited, despite their necessity being widely acknowledged by the scientific community and their application in other fields. In order to improve current GI modelling practice, the authors suggest the following: i) a framework, called STAMP, designed to promote the standardisation of the documentation of GI modelling studies, and ii) improvements in modelling tools for facilitating good practices, iii) the sharing of data for better model testing, iv) the evaluation of the suitability of hydrological equations for GI application, v) the publication of clear statements regarding model limitations and negative results.

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