| 题名 | Agent-Based Modeling in Water Science: From Macroscale to Microscale |
| 作者 | |
| 通讯作者 | Hsu, Shu-Chien; Zheng, Chunmiao |
| 发表日期 | 2024-02-19
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| DOI | |
| 发表期刊 | |
| EISSN | 2690-0637
|
| 卷号 | 4期号:4 |
| 摘要 | Agent-based modeling (ABM) has been widely applied in water science, covering a wide range of research topics, from evaluating the efficiency of water management strategies at the macroscale to simulating microbial and algal colony reactions at the microscale. The capability of ABM for simulating how system performance is affected by individuals' behaviors and reactions makes it an ideal tool for representing complex adaptive systems in the real world. This paper provides a comprehensive review of the application of ABM in water science and identifies the current common problems. Several potential solutions to the problems were discussed, including (1) employing standard methods for validation, (2) adopting the ODD (Overview, Design, and Details) protocol and ODD+D (ODD + Decision) protocol to enhance readability and reproducibility of the model, and (3) applying a scaling-down approach and superindividual approach to reduce model complexity and facilitate computational efficiency. |
| 相关链接 | [来源记录] |
| 收录类别 | |
| 语种 | 英语
|
| 学校署名 | 通讯
|
| 资助项目 | National Natural Science Foundation of China[41861124003]
|
| WOS研究方向 | Environmental Sciences & Ecology
; Water Resources
|
| WOS类目 | Environmental Sciences
; Water Resources
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| WOS记录号 | WOS:001172991800001
|
| 出版者 | |
| 来源库 | Web of Science
|
| 引用统计 |
被引频次[WOS]：2
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| 成果类型 | 期刊论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/789048 |
| 专题 | 工学院_环境科学与工程学院 |
| 作者单位 | 1.Hong Kong Polytech Univ, Dept Civil & Environm Engn, Hong Kong, Peoples R China 2.Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen 518055, Peoples R China 3.Hohai Univ, Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China 4.EIT Inst Adv Study, Ningbo 315200, Peoples R China |
| 第一作者单位 | 环境科学与工程学院 |
| 通讯作者单位 | 环境科学与工程学院 |
| 推荐引用方式 GB/T 7714 |
Xu, Shujie,Hsu, Shu-Chien,Du, Erhu,et al. Agent-Based Modeling in Water Science: From Macroscale to Microscale[J]. ACS ES&T WATER,2024,4(4).
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| APA |
Xu, Shujie.,Hsu, Shu-Chien.,Du, Erhu.,Song, Lan.,Lam, Chor Man.,...&Zheng, Chunmiao.(2024).Agent-Based Modeling in Water Science: From Macroscale to Microscale.ACS ES&T WATER,4(4).
|
| MLA |
Xu, Shujie,et al."Agent-Based Modeling in Water Science: From Macroscale to Microscale".ACS ES&T WATER 4.4(2024).
|
| 条目包含的文件 | 条目无相关文件。 | |||||
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