Recent Advances in Tracer-Aided Mixing Modeling of Water in the Critical Zone
| dc.contributor.author | Popp, Andrea L. | |
| dc.contributor.author | Beria, Harsh | |
| dc.contributor.author | Sprenger, Matthias | |
| dc.contributor.author | Ala-Aho, Pertti | |
| dc.contributor.author | Coenders-Gerrits, Miriam | |
| dc.contributor.author | Groh, Jannis | |
| dc.contributor.author | Kirchner, James W. | |
| dc.date.accessioned | 2025-10-10T15:17:52Z | |
| dc.date.available | 2025-10-10T15:17:52Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | Safeguarding water resources for society and ecosystems requires a comprehensive understanding of hydrological fluxes within the Critical Zone, Earth's living skin where the atmosphere, hydrosphere, biosphere, and lithosphere meet. For decades, tracer-aided mixing models have been used to track water flow paths through the Critical Zone, mapping the journey of water particles from atmospheric moisture to groundwater. Recent advances in novel tracer measurements and modeling methodologies offer new insights into hydrological partitioning within the Critical Zone, enabling improved quantification of water fluxes across scales ranging from microscopic to macroscopic. Advanced tracer-aided modeling approaches enable more rigorous testing of assumptions and improved quantification of uncertainties. In this review, we (a) summarize state-of-the-art tracer and modeling techniques, with an emphasis on stable water isotope tracers, (b) synthesize insights emerging from new approaches, and (c) highlight opportunities to apply these methods in interdisciplinary Critical Zone research. | en_US |
| dc.description.sponsorship | Slovenian Research and Innovation Agency | en_US |
| dc.description.sponsorship | This work has been part of the COST Action "WATSON"CA19120 (www.cost. eu). ALP acknowledges funding from the ISCOSCAN Water4All project. HB acknowledges funding from the ETH Zurich Postdoctoral Fellowship (#20-1 FEL-45). PA acknowledges funding from Research Council of Finland SNOMLT project (#347348). JG is funded by Deutsche Forschungsgemeinschaft (DFG, project no. 460817082). PV acknowledges funding from Slovenian Research and Innovation Agency (ARIS, program no. P1-0143). We also thank David Paul Genereux, Scott Jasechko, Michael Engel, Nuria Martinez Carreras, Hannu Marttila, Martin Sanda, Aurel Persoiu and Kazakis Nerantzis for early discussions and input to this review. ChatGPT was used to improve the grammar and readability of parts of this manuscript. We thank two anonymous reviewers for their comments, which improved this manuscript. Open access publishing facilitated by Eidgenossische Technische Hochschule Zurich, as part of the Wiley - Eidgenossische Technische Hochschule Zurich agreement via the Consortium Of Swiss Academic Libraries | en_US |
| dc.identifier.doi | 10.1029/2024RG000866 | |
| dc.identifier.issn | 8755-1209 | |
| dc.identifier.issn | 1944-9208 | |
| dc.identifier.scopus | 2-s2.0-105016665557 | |
| dc.identifier.uri | https://doi.org/10.1029/2024RG000866 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.13091/10852 | |
| dc.language.iso | en | en_US |
| dc.publisher | Amer Geophysical Union | en_US |
| dc.relation.ispartof | Reviews of Geophysics | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Tracers | en_US |
| dc.subject | Mixing Models | en_US |
| dc.subject | Critical Zone | en_US |
| dc.title | Recent Advances in Tracer-Aided Mixing Modeling of Water in the Critical Zone | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
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| gdc.author.wosid | Klaus, Julian/Ohr-5670-2025 | |
| gdc.author.wosid | Ala-Aho, Pertti/H-3652-2019 | |
| gdc.author.wosid | Von Freyberg, Jana/Aac-7123-2020 | |
| gdc.author.wosid | Knapp, Julia/V-8399-2019 | |
| gdc.author.wosid | Sprenger, Matthias/I-6846-2016 | |
| gdc.author.wosid | Kalvans, Andis/Aac-2152-2022 | |
| gdc.author.wosid | Coenders, Miriam/C-8713-2011 | |
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| gdc.description.department | Konya Technical University | en_US |
| gdc.description.departmenttemp | [Popp, Andrea L.] Univ Oslo, Dept Geosci, Oslo, Norway; [Popp, Andrea L.] Swedish Meteorol & Hydrol Inst SMHI, Hydrol Res Unit, Norrkoping, Sweden; [Popp, Andrea L.] Stockholm Univ, Bolin Ctr Climate Res, Stockholm, Sweden; [Beria, Harsh; Kirchner, James W.] Swiss Fed Inst Technol, Dept Environm Syst Sci, Zurich, Switzerland; [Beria, Harsh] WSL Inst Snow & Avalanche Res SLF, Davos, Switzerland; [Sprenger, Matthias] Lawrence Berkeley Natl Lab, Earth & Environm Sci Area, Berkeley, CA USA; [Sprenger, Matthias] North Carolina State Univ, Dept Forestry & Environm Resources, Raleigh, NC USA; [Ala-Aho, Pertti] Univ Oulu, Water Energy & Environm Engn, Oulu, Finland; [Coenders-Gerrits, Miriam] Delft Univ Technol, Dept Water Management, Delft, Netherlands; [Groh, Jannis] Univ Bonn, Inst Crop Sci & Resource Conservat, Dept Soil Sci & Soil Ecol, Bonn, Germany; [Groh, Jannis] Forschungszentrum Julich, Agrosphere Inst IBG 3, Julich, Germany; [Groh, Jannis] Leibniz Ctr Agr Landscape Res ZALF, Isotope Biogeochem & Gas Fluxes, Muncheberg, Germany; [Klaus, Julian] Univ Bonn, Dept Geog, Bonn, Germany; [Knapp, Julia L. A.] Univ Durham, Dept Earth Sci, Durham, England; [Koren, Gerbrand] Univ Utrecht, Copernicus Inst Sustainable Dev, Utrecht, Netherlands; [Bakiri, Iris] Univ Tirana, Dept Instrumental Analyt Methods, Tirana, Albania; [Xu Fei, Esther; Harman, Ciaran] Johns Hopkins Univ, Dept Environm Hlth & Engn, Baltimore, MD USA; [Gillon, Marina] Avignon Univ, Mediterranean Environm & Agrohydrosyst Modelling, Avignon, France; [Harman, Ciaran] Johns Hopkins Univ, Dept Earth & Planetary Sci, Baltimore, MD USA; [Hissler, Christophe; Montemagno, Alessandro] Luxembourg Inst Sci & Technol, Catchment & Ecohydrol Res Grp, Belvaux, Luxembourg; [Holmes, Tegan; Stadnyk, Tricia] Univ Calgary, Dept Civil Engn, Calgary, AB, Canada; [Jeelani, Ghulam] Univ Kashmir, Dept Earth Sci, Srinagar, India; [Kalvans, Andis] Univ Latvia, Fac Geog & Earth Sci, Riga, Latvia; [Zeray Ozturk, Emel] Konya Tech Univ, Dept Geomat Engn, Konya, Turkiye; [Zvab Rozic, Petra] Univ Ljubljana, Fac Nat Sci & Engn, Dept Geol, Ljubljana, Slovenia; [Stumpp, Christine] BOKU Univ, Inst Soil Phys & Rural Water Management, Dept Landscape Water & Infrastruct, Vienna, Austria; [Valiente, Nicolas] Univ Castilla La Mancha UCLM, Dept Sci & Agroforestry Technol & Genet, Albacete, Spain; [von Freyberg, Jana] Ecole Polytech Fed Lausanne, Sch Architecture Civil & Environm Engn, Lausanne, Switzerland; [von Freyberg, Jana; Kirchner, James W.] Swiss Fed Inst Forest Snow & Landscape Res WSL, Birmensdorf, Switzerland; [Vreca, Polona] Jozef Stefan Inst, Dept Environm Sci, Ljubljana, Slovenia; [Zuecco, Giulia] Univ Padua, Dept Land Environm Agr & Forestry, Padua, Italy; [Zuecco, Giulia] Univ Padua, Dept Chem Sci, Padua, Italy; [van Meerveld, Ilja] Univ Zurich, Dept Geog, Zurich, Switzerland; [Penna, Daniele] Univ Florence, Dept Agr Food Environm & Forestry, Florence Firenze, Italy; [Penna, Daniele] Oregon State Univ, Forest Engn Resources & Management Dept, Corvallis, OR USA; [Kirchner, James W.] Univ Calif Berkeley, Dept Earth & Planetary Sci, Berkeley, CA USA | en_US |
| gdc.description.issue | 3 | en_US |
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