Quantification and Analysis of Hydrograph Behavior Using Groundwater Signatures
Responsible organisation
2025 (English)In: Ground Water, ISSN 0017-467X, E-ISSN 1745-6584, Vol. 63, no 5, p. 779-789Article in journal (Other academic) Published
Abstract [sv]
I denna publikation redovisas hur den nya modulen "grundvattensignaturer" från Pastas-programvaran kan användas i praktiska tillämpningar genom två exempel. Signaturmodulen är skriven i Python, fullständigt testad och dokumenterad, och finns tillgänglig som öppen källkod under MIT-licensen.
Abstract [en]
The study of hydraulic head changes over time is a common task for groundwater hydrologists. Groundwater signatures are numerical metrics, or statistical aggregates, that quantify the behavior observed in hydraulic head hydrographs. Signatures can be helpful in a number of classical hydrological tasks, such as hydrograph classification, clustering, change detection, and model evaluation, selection, and calibration. Despite the potential benefits of using signatures in groundwater studies, their application has not yet been thoroughly explored. To support research into the application of signatures in groundwater studies, we introduce the new groundwater signatures module from the Pastas software. The signatures module is written in Python, fully tested and documented, and available as open-source software under the MIT license. In this paper, it is shown how the signatures are tested and can be used in practical applications through two examples. In the first example, signatures are used to characterize and cluster monitoring wells in a nationwide monitoring network in Switzerland. In the second example, signatures are used to evaluate how well different groundwater model structures simulate the heads. Future research opportunities involving groundwater signatures are discussed.
Place, publisher, year, edition, pages
Groundwater, National Ground Water Association , 2025. Vol. 63, no 5, p. 779-789
Keywords [sv]
Bygga, grundvatten, grundvattensignaturer
National Category
Water Engineering
Research subject
FOI-portföljer; FOI-portföljer, Bygga
Identifiers
URN: urn:nbn:se:trafikverket:diva-22144DOI: 10.1111/gwat.13486Archive number: TRV 2019/45670OAI: oai:DiVA.org:trafikverket-22144DiVA, id: diva2:2056130
Projects
När var hur? – Identifikation av orsaker till hydrogeologiska störningar i undermarksbebyggelse
Funder
Swedish Transport Administration, TRV 2019/456702026-04-282026-04-282026-04-28