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Evaluating input data sources for isotope‐enabled rainfall‐runoff models

Watson, Andrew ; Birkel, Christian; Arciniega-Esparza, Saul; de Waal, Jan; Miller, Jodie; Vystavna, Yuliya; van Rooyen, Jared; Welham, Angela; Bong, Hayoung; Yoshimura, Kei; Helmschrot, Jörg 1; Künne, Annika; Kralisch, Sven
1 Institut für Meteorologie und Klimaforschung (IMK), Karlsruher Institut für Technologie (KIT)

Abstract:

Isotope-enabled models provide a means to generate robust hydrological simulations. However, daily isotope-enabled rainfall-runoff models applied to larger spatial scales (>100 km$^2$) require more input data than conventional non-isotope models in the form of precipitation isotope time series, which are difficult to generate even with point station measurements. Spatially distributed isotope data can be circumvented by isotope-enabled climate models. Here, we evaluate the hydrological simulations of the J2000-isotope enabled hydrological model driven with data from corrected and un-corrected isotope-enabled global and regional climate models (isotope-enabled global spectral model [IsoGSM] and isotope-enabled regional spectral model [IsoRSM], respectively) compared with 1 year of measured reference station and a yearly average precipitation isotope input for a pilot site, the data-scarce sub-humid
Eerste River catchment in South Africa. The models driven by all input products performed well for upstream and downstream discharge gauges with Nash Sutcliffe efficiency (NSE) from 0.58 to 0.85 and LogNSE of 0.66 to 0.93. The simulated δ$^2$
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Verlagsausgabe §
DOI: 10.5445/IR/1000174646
Veröffentlicht am 01.10.2024
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Meteorologie und Klimaforschung (IMK)
Institut für Meteorologie und Klimaforschung Troposphärenforschung (IMKTRO)
Publikationstyp Zeitschriftenaufsatz
Publikationsmonat/-jahr 09.2024
Sprache Englisch
Identifikator ISSN: 0885-6087, 1099-1085
KITopen-ID: 1000174646
Erschienen in Hydrological Processes
Verlag John Wiley and Sons
Band 38
Heft 9
Seiten Art.-Nr.: 15276
Vorab online veröffentlicht am 20.09.2024
Nachgewiesen in Scopus
Web of Science
Dimensions
Globale Ziele für nachhaltige Entwicklung Ziel 6 – Sauberes Wasser und Sanitär-EinrichtungenZiel 13 – Maßnahmen zum Klimaschutz
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