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
gdc.author.scopusid 57195231325
gdc.author.scopusid 57189308728
gdc.author.scopusid 55657163400
gdc.author.scopusid 53163366000
gdc.author.scopusid 60036356600
gdc.author.scopusid 56201462400
gdc.author.scopusid 57204166652
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
gdc.bip.impulseclass C5
gdc.bip.influenceclass C5
gdc.bip.popularityclass C5
gdc.coar.access open access
gdc.coar.type text::journal::journal article
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
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.volume 63 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
gdc.identifier.openalex W4414376047
gdc.identifier.wos WOS:001574837500001
gdc.index.type WoS
gdc.index.type Scopus
gdc.oaire.accesstype HYBRID
gdc.oaire.diamondjournal false
gdc.oaire.impulse 0.0
gdc.oaire.influence 2.5349236E-9
gdc.oaire.isgreen true
gdc.oaire.keywords info:eu-repo/classification/ddc/550
gdc.oaire.keywords 550
gdc.oaire.popularity 2.8669784E-9
gdc.oaire.publicfunded false
gdc.openalex.collaboration International
gdc.openalex.fwci 0.0
gdc.openalex.normalizedpercentile 0.41
gdc.opencitations.count 0
gdc.plumx.mendeley 18
gdc.plumx.scopuscites 0
gdc.scopus.citedcount 0
gdc.wos.citedcount 0

Files