New R Code “WITS” for Isotope-Based Transit Time and Storage Estimation

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Alicia Correa

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Jun 2, 2025, 8:16:41 AMJun 2
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Dear colleagues,

Please find below a new R code called WITS dedicated to estimating transit time and storage in hydrological systems using isotopes. The code comes with a full set of accompanying reports. The code allows the user to choose a model from the classical lumped parameter models or the storage selection functions. It will fit the model to a measured isotopic output, and then either iteratively improve the model fit by adding elements to the basic model or compare the performance of different models in reproducing observations. 

The reports include (i) a complete modelling guide for WITS presenting the theory of input-output models, numerous examples and all the available modelling options, (ii) a short beginner’s manual guiding the new user through a simple example using WITS, (iii) a complete user manual detailing the structure of the R code behind WITS, (iv) a quick guide dedicated to sampling isotopes and (v) a short document on the effect of sampling frequency on the estimation of the young water fraction. 

WITS and all the documents can be found on the WATSON website (https://watson-cost.eu/storage-and-transit-time-estimation-in-hydrological-systems/) and on Github (https://github.com/srlutz/wits).

 

WITS


Water
Isotope modeling for
Transit time and  Storage

 

Dr. Yohannes Yihdego

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Oct 17, 2025, 3:55:13 AMOct 17
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True, detailed information on water partitioning in the Critical Zone includes how much precipitation and/or irrigation water is stored in soils, recharges the groundwater, or is transpired by vegetation, and the temporal dynamics of these processes across different climates. 
This has been the major source of uncertainties in many hydrological model outputs (challenging to communicate effectively with stakeholders as a supporting tool for decision making).

Regards,

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 Dr Yohannes Yihdego

Senior Principal Hydrogeologist | Adjunct Research Fellow
Chartered Environmental Professional (CEnvP) | Registered Professional Geoscientist (RPGeo)


         



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