Articles | Volume 8, issue 3
https://doi.org/10.5194/esd-8-889-2017
© 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/esd-8-889-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
28 Sep 2017
Research article |
| 28 Sep 2017
A method to preserve trends in quantile mapping bias correction of climate modeled temperature
Manolis G. Grillakis
CORRESPONDING AUTHOR
Technical University of Crete, School of Environmental
Engineering, Chania, Greece
Aristeidis G. Koutroulis
Technical University of Crete, School of Environmental
Engineering, Chania, Greece
Ioannis N. Daliakopoulos
Technical University of Crete, School of Environmental
Engineering, Chania, Greece
Ioannis K. Tsanis
Technical University of Crete, School of Environmental
Engineering, Chania, Greece
McMaster University, Department of Civil Engineering,
Hamilton, ON, Canada
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- The effect of GCM biases on global runoff simulations of a land surface model L. Papadimitriou et al. 10.5194/hess-21-4379-2017
39 citations as recorded by crossref.
- Regional quantile delta mapping method using regional frequency analysis for regional climate model precipitation S. Kim et al. 10.1016/j.jhydrol.2020.125685
- Simulating Hydrological Responses of Integrated Crop‐Livestock Systems under Future Climate Changes in an Agricultural Watershed A. Bawa et al. 10.1111/1752-1688.12908
- Novel application of a process convolution approach for calibrating output from numerical models M. Holthuijzen et al. 10.1002/env.2822
- Bias correction capabilities of quantile mapping methods for rainfall and temperature variables M. Enayati et al. 10.2166/wcc.2020.261
- Research on quantitative assessment of climate change risk at an urban scale: Review of recent progress and outlook of future direction B. Ye et al. 10.1016/j.rser.2020.110415
- Overall negative trends for snow cover extent and duration in global mountain regions over 1982–2020 C. Notarnicola 10.1038/s41598-022-16743-w
- Impact of climate change on potential evapotranspiration and crop water requirement in Upper Wabe Bridge watershed, Wabe Shebele River Basin, Ethiopia M. Gurara et al. 10.1016/j.jafrearsci.2021.104223
- Mid-Century Climate Change Impacts on Ouémé River Discharge at Bonou Outlet (Benin) A. Lawin et al. 10.3390/hydrology6030072
- A Signal Processing Approach to Correct Systematic Bias in Trend and Variability in Climate Model Simulations C. Kusumastuti et al. 10.1029/2021GL092953
- Assessment of precipitation extremes in India during the 21st century under SSP1-1.9 mitigation scenarios of CMIP6 GCMs V. Gupta et al. 10.1016/j.jhydrol.2020.125422
- Improving future temperature projections with bias correction methods in Lake of Guiers/Senegal B. Alioune 10.5897/AJEST2021.3031
- Time Variability Correction of CMIP6 Climate Change Projections Y. Shao et al. 10.1029/2023MS003640
- A Quantile Mapping Method to Fill in Discontinued Daily Precipitation Time Series M. Grillakis et al. 10.3390/w12082304
- Future shifts in the phenology of table grapes on Crete under a warming climate M. Grillakis et al. 10.1016/j.agrformet.2022.108915
- Robust bias-correction of precipitation extremes using a novel hybrid empirical quantile-mapping method M. Holthuijzen et al. 10.1007/s00704-022-04035-2
- Climate change implications for olive flowering in Crete, Greece: projections based on historical data M. Grillakis et al. 10.1007/s10584-022-03462-4
- Climate change impact on the hydrological budget of a large Mediterranean island S. Nerantzaki et al. 10.1080/02626667.2019.1630741
- Simulating Hydrological Impacts under Climate Change: Implications from Methodological Differences of a Pan European Assessment A. Koutroulis et al. 10.3390/w10101331
- Integrating seasonal forecasts into real-time drought management: Júcar River Basin case study S. Suárez-Almiñana et al. 10.1016/j.ijdrr.2021.102777
- Projected mean and extreme precipitation based on bias-corrected simulation outputs of CORDEX Southeast Asia S. Ngai et al. 10.1016/j.wace.2022.100484
- Dryland changes under different levels of global warming A. Koutroulis 10.1016/j.scitotenv.2018.11.215
- Seasonal forecast-informed reservoir operation. Potential benefits for a water-stressed Mediterranean basin N. Crippa et al. 10.1016/j.cliser.2023.100406
- Performance of bias-correction schemes for CMORPH rainfall estimates in the Zambezi River basin W. Gumindoga et al. 10.5194/hess-23-2915-2019
- Evaluating skills and issues of quantile-based bias adjustment for climate change scenarios F. Lehner et al. 10.5194/ascmo-9-29-2023
- Historical and Projected Shift in Agro-Climatic Zones and Associated Variations of Daily Temperature and Precipitation Extremes using CORDEX-SA over Pakistan S. Haider & K. Ullah 10.1007/s13143-021-00231-8
- Evaluating the added value of the new Swiss climate scenarios for hydrology: An example from the Thur catchment O. Rössler et al. 10.1016/j.cliser.2019.01.001
- Projections of fire danger under climate change over France: where do the greatest uncertainties lie? H. Fargeon et al. 10.1007/s10584-019-02629-w
- Past and projected climate change impacts on rainfall erosivity: Advancing our knowledge for the eastern Mediterranean island of Crete M. Grillakis et al. 10.1016/j.catena.2020.104625
- Assessing the impact of global climate changes on irrigated wheat yields and water requirements in a semi-arid environment of Morocco E. Bouras et al. 10.1038/s41598-019-55251-2
- Assessment of impacts of potential climate change on meteorological drought characteristics at regional scales A. Samantaray et al. 10.1002/joc.6687
- Improving categorical and continuous accuracy of precipitation forecasts by integrating Empirical Quantile Mapping and Bernoulli-Gamma-Gaussian distribution L. Li et al. 10.1016/j.atmosres.2023.107133
- Depth‐Duration‐Frequency of Extreme Precipitation Events Under Internal Climate Variability: Indian Summer Monsoon D. Upadhyay et al. 10.1029/2020JD034193
- Multiple bias-correction of dynamically downscaled CMIP5 climate models temperature projection: a case study of the transboundary Komadugu-Yobe river basin, Lake Chad region, West Africa O. Adeyeri et al. 10.1007/s42452-020-3009-4
- Spatiotemporal Variability of Current and Future Sub‐Daily Rainfall in Japan Using State‐Of‐The‐Art High‐Quality Data Sets W. Zhao et al. 10.1029/2022WR034305
- Using Quantile Regression to Estimate Spatial Patterns of Surface Temperature Trends over the Territory of Russia A. Sterin & A. Lavrov 10.1134/S0001433823140128
- Increase in severe and extreme soil moisture droughts for Europe under climate change M. Grillakis 10.1016/j.scitotenv.2019.01.001
- Impact Analysis of Univariate and Multivariate Bias Correction on Rice Irrigation Water Needs in Jiangxi Province, China W. Hanggoro et al. 10.3390/w12020381
- Risk assessment in water resources planning under climate change at the Júcar River basin S. Suárez-Almiñana et al. 10.5194/hess-24-5297-2020
- Projection of future precipitation extremes across the Bangkok Metropolitan Region R. Cooper 10.1016/j.heliyon.2019.e01678
Latest update: 24 Apr 2024
Short summary
We present a methodology to adjust the systematic errors of climate-modeled temperature with a simultaneous long-term trend preservation. The method considers the normalization of the temperature towards a reference period modeled temperature and the estimation of a residual signal, in order to apply adjustment only to the former. The skill of the methodology is compared to other methods while also assessed on the European scale.
We present a methodology to adjust the systematic errors of climate-modeled temperature with a...
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