HydroLang:一个开源的基于web的水文科学编程框架

Carlos Erazo Ramirez, Y. Sermet, F. Molkenthin, I. Demir
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引用次数: 12

摘要

本文介绍了HydroLang,一个开源和集成的社区驱动的计算网络框架,以支持水文和水资源的研究和教育。HydroLang使用客户端web技术和标准来执行不同的例程,旨在获取、管理、转换、分析和可视化水文数据集。HydroLang由四个主要的高内聚低耦合模块组成,用于:(1)检索、操作和转换原始水文数据;(2)统计操作、水文分析和创建模型;(3)生成图形和表格数据表示;(4)制图和地理空间数据可视化。提出了两个广泛的案例研究(即,集总模型的评估和降雨分解模型的开发)来演示框架的能力、可移植性和互操作性。HydroLang独特的模块化架构和开源特性使其能够轻松地针对任何用例和web框架进行定制,并促进社区参与的迭代增强,以建立全面的下一代水文软件工具包。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
HydroLang: An open-source web-based programming framework for hydrological sciences
This paper presents HydroLang, an open-source and integrated community-driven computational web framework to support research and education in hydrology and water resources. HydroLang uses client-side web technologies and standards to perform different routines which aim towards the acquisition, management, transformation, analysis and visualization of hydrological datasets. HydroLang is comprised of four main high-cohesion low-coupling modules for: (1) retrieving, manipulating, and transforming raw hydrological data, (2) statistical operations, hydrological analysis, and creating models, (3) generating graphical and tabular data representations, and (4) mapping and geospatial data visualization. Two extensive case studies (i.e., evaluation of lumped models and development of a rainfall disaggregation model) have been presented to demonstrate the framework’s capabilities, portability, and interoperability. HydroLang’s unique modular architecture and open-source nature allow it to be easily tailored into any use case and web framework and promote iterative enhancements with community involvement to establish the comprehensive next-generation hydrological software toolkit.
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