Articles | Volume 21, issue 9
https://doi.org/10.5194/hess-21-4379-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-21-4379-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
07 Sep 2017
Research article |
| 07 Sep 2017
The effect of GCM biases on global runoff simulations of a land surface model
Lamprini V. Papadimitriou
Technical University of Crete, School of Environmental Engineering,
Chania, Greece
Aristeidis G. Koutroulis
Technical University of Crete, School of Environmental Engineering,
Chania, Greece
Manolis G. Grillakis
Technical University of Crete, School of Environmental Engineering,
Chania, Greece
Technical University of Crete, School of Environmental Engineering,
Chania, Greece
McMaster University, Department of Civil Engineering, Hamilton, ON,
Canada
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Cited
25 citations as recorded by crossref.
- Leveraging global climate models to assess multi-year hydrologic drought M. Vieira & T. Stadnyk
- Dryland changes under different levels of global warming A. Koutroulis
- Global water availability under high-end climate change: A vulnerability based assessment A. Koutroulis et al.
- Projecting Exposure to Extreme Climate Impact Events Across Six Event Categories and Three Spatial Scales S. Lange et al.
- Using observed river flow data to improve the hydrological functioning of the JULES land surface model (vn4.3) used for regional coupled modelling in Great Britain (UKC2) A. Martínez-de la Torre et al.
- A Quantile Mapping Method to Fill in Discontinued Daily Precipitation Time Series M. Grillakis et al.
- The Impact of Reservoirs on Runoff Under Climate Change: A Case of Nierji Reservoir in China B. Men et al.
- DEEP learning downscaling of West Africa summer monsoon precipitation flow: exploring added value P. Ebiendele et al.
- Response of river-lake hydrologic regimes to local climate change in the Yunnan-Guizhou Plateau region, China Z. Duan et al.
- The effect of univariate bias adjustment on multivariate hazard estimates J. Zscheischler et al.
- Changes in climate extremes, fresh water availability and vulnerability to food insecurity projected at 1.5°C and 2°C global warming with a higher-resolution global climate model R. Betts et al.
- Simulating Hydrological Impacts under Climate Change: Implications from Methodological Differences of a Pan European Assessment A. Koutroulis et al.
- Global monthly CMIP6-downscaled high-resolution (1 km) near-surface air temperature dataset (1950–2100) X. Lei et al.
- Multi-model assessment of present and future mean and extreme river flows in major West African basins M. Mbaye et al.
- A robust alternative for correcting systematic biases in multi-variable climate model simulations R. Mehrotra & A. Sharma
- Modelling climate change impacts on nutrients and primary production in coastal waters M. Pesce et al.
- CMIP6 Earth System Models Project Greater Acceleration of Climate Zone Change Due To Stronger Warming Rates A. Bayar et al.
- Future population dynamics of two temperate mosquito species under various precipitation scenarios M. Maruyama et al.
- Do Downscaled General Circulation Models Reliably Simulate Historical Climatic Conditions? A. Bock et al.
- Increase in severe and extreme soil moisture droughts for Europe under climate change M. Grillakis
- Hydrological assessment of atmospheric forcing uncertainty in the Euro-Mediterranean area using a land surface model E. Gelati et al.
- The representation of temperature over Northeast India: assessing the performance of CORDEX‑CORE model experiments R. Ahamed et al.
- Separating climate and deep Earth signals in satellite gravimetry: a global assessment A. Saraswati et al.
- Twenty-First Century Streamflow and Climate Change in Forest Catchments of the Central Appalachian Mountains Region, US B. Gaertner et al.
- A method to preserve trends in quantile mapping bias correction of climate modeled temperature M. Grillakis et al.
25 citations as recorded by crossref.
- Leveraging global climate models to assess multi-year hydrologic drought M. Vieira & T. Stadnyk
- Dryland changes under different levels of global warming A. Koutroulis
- Global water availability under high-end climate change: A vulnerability based assessment A. Koutroulis et al.
- Projecting Exposure to Extreme Climate Impact Events Across Six Event Categories and Three Spatial Scales S. Lange et al.
- Using observed river flow data to improve the hydrological functioning of the JULES land surface model (vn4.3) used for regional coupled modelling in Great Britain (UKC2) A. Martínez-de la Torre et al.
- A Quantile Mapping Method to Fill in Discontinued Daily Precipitation Time Series M. Grillakis et al.
- The Impact of Reservoirs on Runoff Under Climate Change: A Case of Nierji Reservoir in China B. Men et al.
- DEEP learning downscaling of West Africa summer monsoon precipitation flow: exploring added value P. Ebiendele et al.
- Response of river-lake hydrologic regimes to local climate change in the Yunnan-Guizhou Plateau region, China Z. Duan et al.
- The effect of univariate bias adjustment on multivariate hazard estimates J. Zscheischler et al.
- Changes in climate extremes, fresh water availability and vulnerability to food insecurity projected at 1.5°C and 2°C global warming with a higher-resolution global climate model R. Betts et al.
- Simulating Hydrological Impacts under Climate Change: Implications from Methodological Differences of a Pan European Assessment A. Koutroulis et al.
- Global monthly CMIP6-downscaled high-resolution (1 km) near-surface air temperature dataset (1950–2100) X. Lei et al.
- Multi-model assessment of present and future mean and extreme river flows in major West African basins M. Mbaye et al.
- A robust alternative for correcting systematic biases in multi-variable climate model simulations R. Mehrotra & A. Sharma
- Modelling climate change impacts on nutrients and primary production in coastal waters M. Pesce et al.
- CMIP6 Earth System Models Project Greater Acceleration of Climate Zone Change Due To Stronger Warming Rates A. Bayar et al.
- Future population dynamics of two temperate mosquito species under various precipitation scenarios M. Maruyama et al.
- Do Downscaled General Circulation Models Reliably Simulate Historical Climatic Conditions? A. Bock et al.
- Increase in severe and extreme soil moisture droughts for Europe under climate change M. Grillakis
- Hydrological assessment of atmospheric forcing uncertainty in the Euro-Mediterranean area using a land surface model E. Gelati et al.
- The representation of temperature over Northeast India: assessing the performance of CORDEX‑CORE model experiments R. Ahamed et al.
- Separating climate and deep Earth signals in satellite gravimetry: a global assessment A. Saraswati et al.
- Twenty-First Century Streamflow and Climate Change in Forest Catchments of the Central Appalachian Mountains Region, US B. Gaertner et al.
- A method to preserve trends in quantile mapping bias correction of climate modeled temperature M. Grillakis et al.
Saved (final revised paper)
Latest update: 24 May 2026
Short summary
Bias correction of climate model outputs has become a standard procedure accompanying climate change impact studies. However, it introduces a new level of uncertainty in the modelling chain which remains relatively unexplored. In this work we present a new framework for the quantification and categorization of the effect of bias correction on global hydrological simulations and we derive information on the sensitivity and magnitude of the effect of GCM biases on runoff, at the global scale.
Bias correction of climate model outputs has become a standard procedure accompanying climate...
