Client-side web-based model coupling using basic model interface for hydrology and water resources

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Gregory Ewing, Carlos Erazo Ramirez, Ashani Vaidya, Ibrahim Demir
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引用次数: 0

Abstract

A recent trend in hydroinformatics has been the growing number of data, models, and cyber tools, which are web accessible, each aiming to improve common research tasks in hydrology through web technologies. Coupling web-based models and tools holds great promise for an integrated environment that can facilitate community participation, collaboration, and scientific replication. There are many examples of server-side, hydroinformatics resource coupling, where a common standard serves as an interface. Yet, there are few, if any, examples of client-side resource coupling, particularly cases where a common specification is employed. Toward this end, we implemented the basic model interface (BMI) specification in the JavaScript programing language, the most widely used programing language on the web. By using BMI, we coupled two client-side hydrological applications (HydroLang and HLM-Web) to perform rainfall–runoff simulations of historical events with rainfall data and a client-side hydrological model as a case study demonstration. Through this process, we present how a common and often tedious task – the coupling of two independent web resources – can be made easier through the adoption of a common standard. Furthermore, applying the standard has facilitated a step toward the possibility of client-side ‘Model as a Service’ for hydrological models.

使用水文和水资源基本模型界面的客户端网络模型耦合
水文信息学的一个最新趋势是数据、模型和网络工具的数量不断增加,这些工具都可以通过网络访问,其目的都是通过网络技术改进水文领域的常见研究任务。将基于网络的模型和工具结合在一起,有望形成一个综合环境,促进社区参与、合作和科学复制。有许多服务器端水文信息资源耦合的例子,其中一个通用标准就是接口。然而,客户端资源耦合的例子,尤其是采用通用规范的例子,却少之又少。为此,我们在 JavaScript 编程语言中实现了基本模型接口(BMI)规范,这是网络上使用最广泛的编程语言。通过使用 BMI,我们将两个客户端水文应用程序(HydroLang 和 HLM-Web)耦合在一起,利用降雨数据和客户端水文模型对历史事件进行降雨-径流模拟,作为案例研究示范。通过这一过程,我们展示了如何通过采用通用标准来简化一项常见且往往乏味的任务--两个独立网络资源的耦合。此外,该标准的应用还促进了水文模型向客户端 "模型即服务 "的可能性迈进了一步。
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来源期刊
Journal of Hydroinformatics
Journal of Hydroinformatics 工程技术-工程:土木
CiteScore
4.80
自引率
3.70%
发文量
59
审稿时长
3 months
期刊介绍: Journal of Hydroinformatics is a peer-reviewed journal devoted to the application of information technology in the widest sense to problems of the aquatic environment. It promotes Hydroinformatics as a cross-disciplinary field of study, combining technological, human-sociological and more general environmental interests, including an ethical perspective.
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