Technical note: Seamless extraction and analysis of river networks in R

IF 5.7 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Hydrology and Earth System Sciences Pub Date : 2023-10-23 DOI:10.5194/hess-27-3733-2023
Luca Carraro
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Abstract

Abstract. Spatially explicit mathematical models are key to a mechanistic understanding of environmental processes in rivers. Such models necessitate extended information on networks' morphology, which is often retrieved from geographic information system (GIS) software, thus hindering the establishment of replicable script-based workflows. Here I present rivnet, an R package for GIS-free extraction and analysis of river networks based on digital elevation models (DEMs). The package exploits TauDEM's flow direction algorithm in user-provided or online accessible DEMs, and allows for computing covariate values and assigning hydraulic variables across any network node. The package is designed so as to require minimal user input while allowing for customization for experienced users. It is specifically intended for application in models of ecohydrological, ecological or biogeochemical processes in rivers. As such, rivnet aims to make river network analysis accessible to users unfamiliar with GIS-based and geomorphological methods and therefore enhance the use of spatially explicit models in rivers.
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技术说明:R中河网的无缝提取和分析
摘要空间显式数学模型是对河流环境过程的机械理解的关键。这种模型需要关于网络形态的扩展信息,这些信息通常是从地理信息系统(GIS)软件中检索的,从而阻碍了基于脚本的可复制工作流的建立。在这里,我介绍了rivnet,一个基于数字高程模型(dem)的无gis河网提取和分析的R包。该软件包在用户提供或在线访问的dem中利用TauDEM的流向算法,并允许计算协变量值,并在任何网络节点上分配水力变量。该包的设计,使需要最少的用户输入,同时允许定制为有经验的用户。它特别适用于河流生态水文、生态或生物地球化学过程的模型。因此,rivnet的目标是让不熟悉地理信息系统和地貌学方法的用户可以访问河网分析,从而增强空间明确模型在河流中的使用。
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来源期刊
Hydrology and Earth System Sciences
Hydrology and Earth System Sciences 地学-地球科学综合
CiteScore
10.10
自引率
7.90%
发文量
273
审稿时长
15 months
期刊介绍: Hydrology and Earth System Sciences (HESS) is a not-for-profit international two-stage open-access journal for the publication of original research in hydrology. HESS encourages and supports fundamental and applied research that advances the understanding of hydrological systems, their role in providing water for ecosystems and society, and the role of the water cycle in the functioning of the Earth system. A multi-disciplinary approach is encouraged that broadens the hydrological perspective and the advancement of hydrological science through integration with other cognate sciences and cross-fertilization across disciplinary boundaries.
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