A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations
Soil hydraulic properties, which are basically saturated and unsaturated hydraulic conductivity and water retention characteristics, remarkably control the main hydrological processes in catchments. Thus, adequate parameterization of soils is one of the most important tasks in physically based catch...
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doaj-1b8d7cf88f164fa78b0be99594bfbc172021-06-01T00:18:24ZengMDPI AGWater2073-44412021-05-01131401140110.3390/w13101401A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological SimulationsHadis Mohajerani0Sonja Teschemacher1Markus C. Casper2Department of Physical Geography, Faculty VI, University of Trier, Universitätsring 12, 54296 Trier, GermanyDepartment of Physical Geography, Faculty VI, University of Trier, Universitätsring 12, 54296 Trier, GermanyDepartment of Physical Geography, Faculty VI, University of Trier, Universitätsring 12, 54296 Trier, GermanySoil hydraulic properties, which are basically saturated and unsaturated hydraulic conductivity and water retention characteristics, remarkably control the main hydrological processes in catchments. Thus, adequate parameterization of soils is one of the most important tasks in physically based catchment modeling. To estimate these properties, the choice of the PTFs in a hydrological model is often made without taking the runoff characteristics of the catchment into consideration. Therefore, this study introduces a methodology to analyze the sensitivity of a catchment water balance model to the choice of the PTF. To do so, we define 11 scenarios including different combinations of PTFs to estimate the van Genuchten parameters and saturated hydraulic conductivity. We use a calibrated/validated hydrological model (WaSiM-ETH) as a baseline scenario. By altering the underlying PTFs, the effects on the hydraulic properties are quantified. Moreover, we analyze the resulting changes in the spatial/temporal variation of the total runoff and in particular, the runoff components at the catchment outlet. Results reveal that the water distribution in the hydrologic system varies considerably amongst different PTFs, and the water balance components are highly sensitive to the spatial structure of soil hydraulic properties. It is recommended that models be tested by careful consideration of PTFs and orienting the soil parameterization more towards representing a plausible hydrological behavior rather than focusing on matching the calibration data.https://www.mdpi.com/2073-4441/13/10/1401pedotransfer functionssoil hydraulic parameterizationcatchment water balancerunoff componentshydrologic modelingspatial pattern comparison |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hadis Mohajerani Sonja Teschemacher Markus C. Casper |
spellingShingle |
Hadis Mohajerani Sonja Teschemacher Markus C. Casper A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations Water pedotransfer functions soil hydraulic parameterization catchment water balance runoff components hydrologic modeling spatial pattern comparison |
author_facet |
Hadis Mohajerani Sonja Teschemacher Markus C. Casper |
author_sort |
Hadis Mohajerani |
title |
A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations |
title_short |
A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations |
title_full |
A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations |
title_fullStr |
A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations |
title_full_unstemmed |
A Comparative Investigation of Various Pedotransfer Functions and Their Impact on Hydrological Simulations |
title_sort |
comparative investigation of various pedotransfer functions and their impact on hydrological simulations |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2021-05-01 |
description |
Soil hydraulic properties, which are basically saturated and unsaturated hydraulic conductivity and water retention characteristics, remarkably control the main hydrological processes in catchments. Thus, adequate parameterization of soils is one of the most important tasks in physically based catchment modeling. To estimate these properties, the choice of the PTFs in a hydrological model is often made without taking the runoff characteristics of the catchment into consideration. Therefore, this study introduces a methodology to analyze the sensitivity of a catchment water balance model to the choice of the PTF. To do so, we define 11 scenarios including different combinations of PTFs to estimate the van Genuchten parameters and saturated hydraulic conductivity. We use a calibrated/validated hydrological model (WaSiM-ETH) as a baseline scenario. By altering the underlying PTFs, the effects on the hydraulic properties are quantified. Moreover, we analyze the resulting changes in the spatial/temporal variation of the total runoff and in particular, the runoff components at the catchment outlet. Results reveal that the water distribution in the hydrologic system varies considerably amongst different PTFs, and the water balance components are highly sensitive to the spatial structure of soil hydraulic properties. It is recommended that models be tested by careful consideration of PTFs and orienting the soil parameterization more towards representing a plausible hydrological behavior rather than focusing on matching the calibration data. |
topic |
pedotransfer functions soil hydraulic parameterization catchment water balance runoff components hydrologic modeling spatial pattern comparison |
url |
https://www.mdpi.com/2073-4441/13/10/1401 |
work_keys_str_mv |
AT hadismohajerani acomparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations AT sonjateschemacher acomparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations AT markusccasper acomparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations AT hadismohajerani comparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations AT sonjateschemacher comparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations AT markusccasper comparativeinvestigationofvariouspedotransferfunctionsandtheirimpactonhydrologicalsimulations |
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