Title: Transit Time Estimation in Catchments: Recent Developments and Future Directions

Journal Article · · Water Resources Research
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [6];  [7]; ORCiD logo [8]; ORCiD logo [9]; ORCiD logo [10]; ORCiD logo [11]; ORCiD logo [12]; ORCiD logo [13]
  1. Laboratory of Ecohydrology ENAC/IIE/ECHO École Polytechnique Fédérale de Lausanne Lausanne Switzerland
  2. French National Institute for Agriculture Food, and Environment (INRAE) Bordeaux France
  3. Earth &, Environmental Sciences Area Lawrence Berkeley National Laboratory Berkeley CA USA
  4. Department of Civil Engineering Pusan National University Busan South Korea
  5. Department of Geography University of Bonn Bonn Germany
  6. Department of Environmental Health and Engineering and Department of Earth and Planetary Sciences Johns Hopkins University Baltimore MD USA
  7. Faculty of Science, Earth and Climate Vrije Universiteit Amsterdam Netherlands
  8. Department of Water Management Faculty of Civil Engineering and Geosciences Delft University of Technology Delft Netherlands
  9. Dipartimento ICEA Università degli studi di Padova Padua Italy
  10. Department of Forest Resources and Environmental Conservation and Virginia Water Resources Research Center Virginia Tech Blacksburg VA USA
  11. Department of Environmental Systems Science ETH Zürich Zürich Switzerland, Swiss Federal Research Institute WSL Birmensdorf Switzerland, Department of Earth and Planetary Science University of California Berkeley CA USA
  12. Laboratory of Ecohydrology ENAC/IIE/ECHO École Polytechnique Fédérale de Lausanne Lausanne Switzerland, Dipartimento ICEA Università degli studi di Padova Padua Italy
  13. Global Institute for Water Security School of Environment and Sustainability University of Saskatchewan Saskatoon SK Canada, School of Geography Earth &, Environmental Sciences University of Birmingham Birmingham UK

Abstract Water transit time is now a standard measure in catchment hydrological and ecohydrological research. The last comprehensive review of transit time modeling approaches was published 15+ years ago. But since then the field has largely expanded with new data, theory and applications. Here, we review these new developments with focus on water‐age‐balance approaches and data‐based approaches. We discuss and compare methods including StorAge‐Selection functions, well/partially mixed compartments, water age tracking through spatially distributed models, direct transit time estimates from controlled experiments, young water fractions, and ensemble hydrograph separation. We unify some of the heterogeneity in the literature that has crept in with these many new approaches, in an attempt to clarify the key differences and similarities among them. Finally, we point to open questions in transit time research, including what we still need from theory, models, field work, and community practice.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1898205
Journal Information:
Water Resources Research, Journal Name: Water Resources Research Journal Issue: 11 Vol. 58; ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (227)

Application of unit Hydrograph Techniques to Solute Transport in Catchments journal June 1996
Separating physical and meteorological controls of variable transit times in zero-order catchments: CONTROLS OF VARIABLE TRANSIT TIMES journal November 2013
An efficient tracer test for time-variable transit time distributions in periodic hydrodynamic systems journal March 2014
Storage dynamics in hydropedological units control hillslope connectivity, runoff generation, and the evolution of catchment transit time distributions journal February 2014
Kinematics of age mixing in advection-dispersion models: AGE MIXING IN ADVECTION-DISPERSION MODELS journal December 2013
Debates-The future of hydrological sciences: A (common) path forward? A call to action aimed at understanding velocities, celerities and residence time distributions of the headwater hydrograph journal June 2014
Time-variable transit time distributions and transport: Theory and application to storage-dependent transport of chloride in a watershed journal January 2015
Temporal dynamics of catchment transit times from stable isotope data: TEMPORAL DYNAMICS OF CATCHMENT TRANSIT TIMES journal June 2015
Transport of fluorobenzoate tracers in a vegetated hydrologic control volume: 2. Theoretical inferences and modeling journal April 2015
Modeling chloride transport using travel time distributions at Plynlimon, Wales: CHLORIDE TRANSPORT AND TTDS journal May 2015
Whither field hydrology? The need for discovery science and outrageous hydrological hypotheses: WHITHER FIELD HYDROLOGY? journal August 2015
Transport of fluorobenzoate tracers in a vegetated hydrologic control volume: 1. Experimental results journal April 2015
On the probabilistic structure of water age: Probabilistic Water Age journal May 2015
Storage selection functions: A coherent framework for quantifying how catchments store and release water and solutes: ON STORAGE SELECTION FUNCTIONS journal June 2015
Linking water age and solute dynamics in streamflow at the H ubbard B rook E xperimental F orest, NH , USA journal November 2015
Linking age, survival, and transit time distributions journal October 2015
Stream water age distributions controlled by storage dynamics and nonlinear hydrologic connectivity: Modeling with high-resolution isotope data: STREAM WATER AGE CONTROLLED BY STORAGE AND CONNECTIVITY journal September 2015
Travel times in the vadose zone: Variability in space and time: VADOSE ZONE TRAVEL TIMES journal August 2016
Transit time distributions and StorAge Selection functions in a sloping soil lysimeter with time-varying flow paths: Direct observation of internal and external transport variability: VARIABLE TRANSIT TIME EXPERIMENT journal September 2016
Multiple outflows, spatial components, and nonlinearities in age theory journal January 2017
The mechanistic basis for storage-dependent age distributions of water discharged from an experimental hillslope: MECHANISTIC BASIS FOR AGE DISTRIBUTIONS journal April 2017
Using SAS functions and high-resolution isotope data to unravel travel time distributions in headwater catchments: TRAVEL TIME DISTRIBUTIONS AND SOLUTE DYNAMICS journal March 2017
How does reach-scale stream-hyporheic transport vary with discharge? Insights from rSAS analysis of sequential tracer injections in a headwater mountain stream: TIME-VARIABLE STREAM TRANSPORT journal September 2016
The relationship between contrasting ages of groundwater and streamflow: Connecting Storage and Streamflow Ages journal September 2017
Sensitivity of Catchment Transit Times to Rainfall Variability Under Present and Future Climates: INFLUENCE OF RAINFALL ON STREAM AGE journal December 2017
Water Flux Tracking With a Distributed Hydrological Model to Quantify Controls on the Spatiotemporal Variability of Transit Time Distributions journal April 2018
Exploring the Dynamics of Transit Times and Subsurface Mixing in a Small Agricultural Catchment journal March 2018
Hydraulic redistribution by plants and nutrient stoichiometry: Shifts under global change: PLANTS AND AVAILABILITY AND CYCLING OF WATER AND NUTRIENTS journal January 2014
Exploring source water mixing and transient residence time distributions of outflow and evapotranspiration with an integrated hydrologic model and Lagrangian particle tracking approach: Source water mixing and transient residence time distributions ET and Q. journal October 2018
Spatial variation in throughfall, soil, and plant water isotopes in a temperate forest journal December 2018
Using isotopes to incorporate tree water storage and mixing dynamics into a distributed ecohydrologic modelling framework journal April 2020
The geomorphological unit hydrograph from a historical-critical perspective: GEOMORPHOLOGICAL UNIT HYDROGRAPH journal December 2015
GLUE: 20 years on journal November 2013
Consequences of mixing assumptions for time-variable travel time distributions: MIXING ASSUMPTIONS AND TIME-VARIABLE TRAVEL TIME DISTRIBUTIONS journal November 2014
Conceptual modelling to assess how the interplay of hydrological connectivity, catchment storage and tracer dynamics controls nonstationary water age estimates: CONCEPTUAL MODELLING TO INVESTIGATE NONSTATIONARY WATER AGES journal January 2015
Hysteresis and scale in catchment storage, flow and transport journal June 2015
Tracking residence times in hydrological systems: forward and backward formulations: Forward and Backward TTD journal June 2015
Transit time distributions, legacy contamination and variability in biogeochemical 1/f α scaling: how are hydrological response dynamics linked to water quality at the catchment scale? : How are Hydrological Response Dynamics Linked to Water Quality? journal July 2015
Advancing tracer-aided rainfall-runoff modelling: a review of progress, problems and unrealised potential: Advancing Tracer-aided Rainfall-Runoff Modelling journal July 2015
Velocities, celerities and the basin of attraction in catchment response journal November 2015
Tracer advances in catchment hydrology journal November 2015
The exponential decline in saturated hydraulic conductivity with depth: a novel method for exploring its effect on water flow paths and transit time distribution: The Exponential Decline in Saturated Hydraulic Conductivity with Depth journal March 2016
Tritium analysis shows apple trees may be transpiring water several decades old journal January 2017
Bedrock geology controls on catchment storage, mixing, and release: A comparative analysis of 16 nested catchments journal March 2017
Catchment water storage variation with elevation journal April 2017
Young runoff fractions control streamwater age and solute concentration dynamics journal June 2017
Bridging the gap between numerical solutions of travel time distributions and analytical storage selection functions journal March 2018
Linking transit times to catchment sensitivity to atmospheric deposition of acidity and nitrogen in mountains of the western United States journal July 2018
Ecohydrologic separation alters interpreted hydrologic stores and fluxes in a headwater mountain catchment journal August 2019
Waters flowing out of systems are younger than the waters stored in those same systems journal August 2019
Multimodal water age distributions and the challenge of complex hydrological landscapes journal April 2020
Investigating young water fractions in a small Mediterranean mountain catchment: Both precipitation forcing and sampling frequency matter journal June 2020
Isotope‐aided modelling of ecohydrologic fluxes and water ages under mixed land use in Central Europe: The 2018 drought and its recovery journal June 2020
Tree water deficit and dynamic source water partitioning journal December 2020
On the relations between the hydrological dynamical systems of water budget, travel time, response time and tracer concentrations journal January 2021
The Weierbach experimental catchment in Luxembourg: A decade of critical zone monitoring in a temperate forest ‐ from hydrological investigations to ecohydrological perspectives journal May 2021
Vegetation water sources in California's Sierra Nevada ( USA ) are young and change over time, a multi‐isotope ( δ 18 O , δ 2 H , 3 H ) tracer approach. journal June 2021
The future of distributed models: Model calibration and uncertainty prediction journal July 1992
A double paradox in catchment hydrology and geochemistry journal January 2003
Truncation of stream residence time: how the use of stable isotopes has skewed our concept of streamwater age and origin journal January 2010
Assessing the impact of mixing assumptions on the estimation of streamwater mean residence time journal February 2010
Comparing chloride and water isotopes as hydrological tracers in two Scottish catchments journal May 2010
Generality of fractal 1/f scaling in catchment tracer time series, and its implications for catchment travel time distributions journal April 2010
Preferential flows and travel time distributions: defining adequate hypothesis tests for hydrological process models journal January 2010
How old is streamwater? Open questions in catchment transit time conceptualization, modelling and analysis journal May 2010
Storage as a Metric of Catchment Comparison journal May 2011
The ‘hidden streamflow’ challenge in catchment hydrology: a call to action for stream water transit time analysis journal March 2012
High-frequency precipitation and stream water quality time series from Plynlimon, Wales: an openly accessible data resource spanning the periodic table: SCIENTIFIC BRIEFING journal April 2013
Importance of tritium‐based transit times in hydrological systems journal January 2016
Transit times-the link between hydrology and water quality at the catchment scale: Linking hydrology and transit times journal May 2016
How landscape organization and scale shape catchment hydrology and biogeochemistry: insights from a long-term catchment study: Insights from a long-term catchment study journal November 2017
Toward catchment hydro‐biogeochemical theories journal December 2020
Chloride circulation in a lowland catchment and the formulation of transport by travel time distributions: Chlorides Catchment Transport journal August 2013
Integrated modeling of flow and residence times at the catchment scale with multiple interacting pathways journal August 2013
Transit times of water in soil lysimeters from modeling of oxygen-18 journal October 1992
Mathematical models for cellular systems the von Foerster equation. Part I journal September 1965
Inferring the source of evaporated waters using stable H and O isotopes journal June 2018
Evaluation of High-Frequency Mean Streamwater Transit-Time Estimates Using Groundwater Age and Dissolved Silica Concentrations in a Small Forested Watershed journal November 2013
Differential Evolution Markov Chain with snooker updater and fewer chains journal October 2008
Notes on Groundwater Age in Forward and Inverse Modeling journal July 2009
On the physical meaning of the dispersion equation and its solutions for different initial and boundary conditions journal January 1978
Residence time distributions of variable flow processes journal October 1977
Application of flow models in an alpine catchment area using tritium and deuterium data journal October 1983
On the interpretation of tracer data in variable flow systems journal September 1986
The mechanisms of catchment flow processes using natural variations in deuterium and oxygen-18 journal October 1987
Hydrogeochemical variations in Hafren forest stream waters, Mid-Wales journal August 1990
Testing and validating environmental models journal April 1996
Isotope Tracers in Catchment Hydrology book January 1998
Catchment-scale advection and dispersion as a mechanism for fractal scaling in stream tracer concentrations journal December 2001
Groundwater age, life expectancy and transit time distributions in advective–dispersive systems: 1. Generalized reservoir theory journal September 2006
A particle-tracking scheme for simulating pathlines in coupled surface-subsurface flows journal February 2013
Catchment-scale herbicides transport: Theory and application journal February 2013
Aging and mixing as pseudo-chemical-reactions between, and on, particles: Perspectives on particle interaction and multi-modal ages in hillslopes and streams journal October 2019
Using storage selection functions to assess mixing patterns and water ages of soil water, evaporation and transpiration journal July 2020
In-situ monitoring of soil water isotopic composition for partitioning of evapotranspiration during one growing season of sugar beet (Beta vulgaris) journal March 2019
Using multi-tracer inference to move beyond single-catchment ecohydrology journal September 2016
The role of fluid residence time and topographic scales in determining chemical fluxes from landscapes journal December 2011
A manifesto for the equifinality thesis journal March 2006
A review and evaluation of catchment transit time modeling journal November 2006
Investigating a high resolution, stream chloride time series from the Biscuit Brook catchment, Catskills, NY journal January 2008
Using long-term data sets to understand transit times in contrasting headwater catchments journal April 2009
Application of the environmental isotope δ18O to study water flow in unsaturated soils planted with different crops: Case study of a weighable lysimeter from the research field in Neuherberg, Germany journal April 2009
Groundwater age for identification of baseline groundwater quality and impacts of land-use intensification – The National Groundwater Monitoring Programme of New Zealand journal August 2012
A review of methods for modelling environmental tracers in groundwater: Advantages of tracer concentration simulation journal November 2014
A deuterium-based labeling technique for the investigation of rooting depths, water uptake dynamics and unsaturated zone water transport in semiarid environments journal February 2016
Residence time distributions for hydrologic systems: Mechanistic foundations and steady-state analytical solutions journal December 2016
Transient age distributions in subsurface hydrologic systems journal December 2016
Constitution of a catchment virtual observatory for sharing flow and transport models outputs journal December 2016
Hillslope response to sprinkling and natural rainfall using velocity and celerity estimates in a slate-bedrock catchment journal March 2018
Using StorAge Selection (SAS) functions to understand flow paths and age distributions in contrasting karst groundwater systems journal November 2021
On the need for catchment classification journal November 2004
High-Precision Laser Spectroscopy D/H and 18 O/ 16 O Measurements of Microliter Natural Water Samples journal January 2008
Sensors in the Stream: The High-Frequency Wave of the Present journal September 2016
A Portable and Autonomous Mass Spectrometric System for On-Site Environmental Gas Analysis journal December 2016
Fractal Water Quality Fluctuations Spanning the Periodic Table in an Intensively Farmed Watershed journal January 2014
Getting the right answers for the right reasons: Linking measurements, analyses, and models to advance the science of hydrology: GETTING THE RIGHT ANSWERS FOR THE RIGHT REASONS journal March 2006
Factors influencing the residence time of catchment waters: A virtual experiment approach journal June 2007
Regionalization of transit time estimates in montane catchments by integrating landscape controls: REGIONALIZATION OF TRANSIT TIME ESTIMATES journal May 2009
High-frequency field-deployable isotope analyzer for hydrological applications journal October 2009
Transport in the hydrologic response: Travel time distributions, soil moisture dynamics, and the old water paradox: A THEORY OF TRANSPORT IN THE HYDROLOGIC RESPONSE journal March 2010
Nitrate response of a lowland catchment: On the relation between stream concentration and travel time distribution dynamics: NITRATE RESPONSE OF A LOWLAND CATCHMENT journal November 2010
Hydrological connectivity of hillslopes and streams: Characteristic time scales and nonlinearities journal October 2010
Pursuing the method of multiple working hypotheses for hydrological modeling: HYPOTHESIS TESTING IN HYDROLOGY journal September 2011
Catchment residence and travel time distributions: The master equation: CATCHMENT RESIDENCE TIMES journal June 2011
Unraveling the mysteries of the large watershed black box: Implications for the streamflow response to climate and landscape perturbations: LARGE WATERSHED BLACK BOX journal January 2012
Catchment mixing processes and travel time distributions: CATCHMENT MIXING PROCESSES AND TRAVEL TIME DISTRIBUTIONS journal May 2012
The master transit time distribution of variable flow systems: MASTER TRANSIT TIME DISTRIBUTION journal June 2012
Quantifying catchment-scale mixing and its effect on time-varying travel time distributions: QUANTIFYING CATCHMENT-SCALE MIXING journal June 2012
Do time-variable tracers aid the evaluation of hydrological model structure? A multimodel approach: TRACERS FOR EVALUATION OF MODEL STRUCTURE journal May 2012
Water and solute transport along hydrological pathways: TRANSPORT ALONG HYDROLOGICAL PATHWAYS journal June 2012
Spatial Patterns of Water Age: Using Young Water Fractions to Improve the Characterization of Transit Times in Contrasting Catchments journal July 2018
Age‐Ranked Storage‐Discharge Relations: A Unified Description of Spatially Lumped Flow and Water Age in Hydrologic Systems journal August 2019
Transient Groundwater Travel Time Distributions and Age‐Ranked Storage‐Discharge Relationships of Three Lowland Catchments journal July 2018
On the Use of StorAge Selection Functions to Assess Time‐Variant Travel Times in Lakes journal July 2018
Time-Varying Storage-Water Age Relationships in a Catchment With a Mediterranean Climate journal June 2018
Groundwater Subsidy From Headwaters to Their Parent Water Watershed: A Combined Field‐Modeling Approach journal July 2018
The Demographics of Water: A Review of Water Ages in the Critical Zone journal July 2019
Assessing the Catchment Storage Function Through a Dual‐Storage Concept journal January 2019
Characterizing the Fluxes and Age Distribution of Soil Water, Plant Water, and Deep Percolation in a Model Tropical Ecosystem journal April 2019
Cosmogenic Isotopes Unravel the Hydrochronology and Water Storage Dynamics of the Southern Sierra Critical Zone journal February 2019
Catchment Travel Times From Composite StorAge Selection Functions Representing the Superposition of Streamflow Generation Processes journal November 2019
Seasonal and Topographic Variations in Ecohydrological Separation Within a Small, Temperate, Snow‐Influenced Catchment journal August 2019
Transit Times and StorAge Selection Functions in Idealized Hillslopes With Steady Infiltration journal May 2022
Using Particle Tracking to Understand Flow Paths, Age Distributions, and the Paradoxical Origins of the Inverse Storage Effect in an Experimental Catchment journal April 2020
Transport and Water Age Dynamics in Soils: A Comparative Study of Spatially Integrated and Spatially Explicit Models journal February 2020
Where Is the Bottom of a Watershed? journal March 2020
Transit Time Distributions Estimation Exploiting Flow‐Weighted Time: Theory and Proof‐of‐Concept journal December 2020
Quantifying Groundwater Recharge Dynamics and Unsaturated Zone Processes in Snow‐Dominated Catchments via On‐Site Dissolved Gas Analysis journal February 2021
Modeling Nitrate Export From a Mesoscale Catchment Using StorAge Selection Functions journal February 2021
Predicting Solute Transport Through Green Stormwater Infrastructure With Unsteady Transit Time Distribution Theory journal February 2021
Direct Observation of Hillslope Scale StorAge Selection Functions in Experimental Hydrologic Systems: Geomorphologic Structure and Preferential Discharge of Old Water journal March 2022
Tracing and Closing the Water Balance in a Vegetated Lysimeter journal April 2021
Streams as Mirrors: Reading Subsurface Water Chemistry From Stream Chemistry journal January 2022
Disparate Seasonal Nitrate Export From Nested Heterogeneous Subcatchments Revealed With StorAge Selection Functions journal March 2022
Controls on Stream Water Age in a Saturation Overland Flow‐Dominated Catchment journal April 2022
Rapid Advances in Mobile Mass Spectrometry Enhance Tracer Hydrology and Water Management journal June 2021
Toward a Closure of Catchment Mass Balance: Insight on the Missing Link From a Vegetated Lysimeter journal April 2022
The Age of Evapotranspiration: Lower‐Bound Constraints From Distributed Water Fluxes Across the Continental United States journal October 2022
Geomorphological dispersion journal April 1991
Transport of Chloride Through an Unsaturated Field Soil journal October 1991
Transit Times for Water in a Small Till Catchment from a Step Shift in the Oxygen 18 Content of the Water Input journal December 1996
Snowmelt runoff from measurements of tritium and oxygen-18 journal February 1970
Subsurface flow from snowmelt traced by tritium journal June 1975
The geomorphologic structure of hydrologic response journal December 1979
A representation of an instantaneous unit hydrograph from geomorphology journal October 1980
Mechanisms Affecting Streamflow and Stream Water Quality: An Approach via Stable Isotope, Hydrogeochemical,and Time Series Analysis journal December 1990
Fractal stream chemistry and its implications for contaminant transport in catchments journal February 2000
Terrestrial water fluxes dominated by transpiration journal April 2013
Uncertainties in transpiration estimates journal February 2014
Substantial proportion of global streamflow less than three months old journal January 2016
Relative contribution of groundwater to plant transpiration estimated with stable isotopes journal September 2017
Water sustainability and watershed storage journal August 2018
The FAIR Guiding Principles for scientific data management and stewardship journal March 2016
Present and future Köppen-Geiger climate classification maps at 1-km resolution journal October 2018
Gauging the Ungauged Basin: Relative Value of Soft and Hard Data journal January 2015
Universal fractal scaling in stream chemistry and its implications for solute transport and water quality trend detection journal July 2013
Transit-time and age distributions for nonlinear time-dependent compartmental systems journal January 2018
On the value of isotope-enabled hydrological model calibration journal May 2020
Long-term nitrogen retention and transit time distribution in agricultural catchments in western France journal November 2020
Migration as flow: using hydrological concepts to estimate the residence time of migrating birds from the daily counts journal February 2017
The muddle of ages, turnover, transit, and residence times in the carbon cycle journal November 2016
Hydraulic redistribution of soil water by roots affects whole-stand evapotranspiration and net ecosystem carbon exchange journal April 2010
Water release through plant roots: new insights into its consequences at the plant and ecosystem level: Tansley review journal January 2012
A note on the concepts of age distribution and transit time in natural reservoirs journal February 1973
High-resolution isotope measurements resolve rapid ecohydrological dynamics at the soil-plant interface journal February 2016
Friendly neighbours: Hydraulic redistribution accounts for one quarter of water used by neighbouring drought stressed tree saplings journal July 2020
Connections between groundwater flow and transpiration partitioning journal July 2016
Catchment Legacies and Time Lags: A Parsimonious Watershed Model to Predict the Effects of Legacy Storage on Nitrogen Export journal May 2015
Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling journal January 2009
The HPx software for multicomponent reactive transport during variably-saturated flow: Recent developments and applications journal February 2018
High-Resolution, In Situ Monitoring of Stable Isotopes of Water Revealed Insight into Hydrological Response Behavior journal February 2020
On tracer theory in geophysical systems in the steady and non-steady state Part 11. Non-steady state-theoretical introduction journal January 1978
Ideas and perspectives: Tracing terrestrial ecosystem water fluxes using hydrogen and oxygen stable isotopes – challenges and opportunities from an interdisciplinary perspective journal January 2018
Designing a network of critical zone observatories to explore the living skin of the terrestrial Earth journal January 2017
tran -SAS v1.0: a numerical model to compute catchment-scale hydrologic transport using StorAge Selection functions journal January 2018
EcH 2 O-iso 1.0: water isotopes and age tracking in a process-based, distributed ecohydrological model journal January 2018
Assessment of the ParFlow–CLM CONUS 1.0 integrated hydrologic model: evaluation of hyper-resolution water balance components across the contiguous United States journal November 2021
Gauging the ungauged basin: how many discharge measurements are needed? journal June 2009
What can flux tracking teach us about water age distribution patterns and their temporal dynamics? journal January 2013
Reevaluation of transit time distributions, mean transit times and their relation to catchment topography journal January 2014
Transit times from rainfall to baseflow in headwater catchments estimated using tritium: the Ovens River, Australia journal January 2015
Aggregation in environmental systems – Part 1: Seasonal tracer cycles quantify young water fractions, but not mean transit times, in spatially heterogeneous catchments journal January 2016
Aggregation in environmental systems – Part 2: Catchment mean transit times and young water fractions under hydrologic nonstationarity journal January 2016
Age-ranked hydrological budgets and a travel time description of catchment hydrology journal December 2016
Picturing and modeling catchments by representative hillslopes journal March 2017
A lab in the field: high-frequency analysis of water quality and stable isotopes in stream water and precipitation journal March 2017
Pesticide fate on catchment scale: conceptual modelling of stream CSIA data journal October 2017
Sensitivity of young water fractions to hydro-climatic forcing and landscape properties across 22 Swiss catchments journal January 2018
Water ages in the critical zone of long-term experimental sites in northern latitudes journal January 2018
Redressing the balance: quantifying net intercatchment groundwater flows journal January 2018
Seasonal origins of soil water used by trees journal January 2019
Quantifying new water fractions and transit time distributions using ensemble hydrograph separation: theory and benchmark tests journal January 2019
New water fractions and transit time distributions at Plynlimon, Wales, estimated from stable water isotopes in precipitation and streamflow journal January 2019
Technical note: An improved discharge sensitivity metric for young water fractions journal March 2020
Seasonal partitioning of precipitation between streamflow and evapotranspiration, inferred from end-member splitting analysis journal January 2020
Surface water and groundwater: unifying conceptualization and quantification of the two “water worlds” journal April 2020
A history of the concept of time of concentration journal May 2020
In situ measurements of soil and plant water isotopes: a review of approaches, practical considerations and a vision for the future journal September 2020
Technical note: Calculation scripts for ensemble hydrograph separation journal November 2020
How catchment characteristics influence hydrological pathways and travel times in a boreal landscape journal April 2021
Quantifying the effects of land use and model scale on water partitioning and water ages using tracer-aided ecohydrological models journal April 2021
Time lags of nitrate, chloride, and tritium in streams assessed by dynamic groundwater flow tracking in a lowland landscape journal June 2021
A comparison of catchment travel times and storage deduced from deuterium and tritium tracers using StorAge Selection functions journal January 2021
Ecohydrological travel times derived from in situ stable water isotope measurements in trees during a semi-controlled pot experiment journal August 2021
Reduction of vegetation-accessible water storage capacity after deforestation affects catchment travel time distributions and increases young water fractions in a headwater catchment journal September 2021
Precipitation fate and transport in a Mediterranean catchment through models calibrated on plant and stream water isotope data journal August 2022
StorAge Selection theory: a visual introduction audiovisual January 2022