Articles | Volume 12, issue 3
https://doi.org/10.5194/cp-12-635-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/cp-12-635-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Probabilistic precipitation and temperature downscaling of the Twentieth Century Reanalysis over France
Laurie Caillouet
CORRESPONDING AUTHOR
Irstea, UR HHLY, Hydrology and Hydraulics Research Unit, 5 rue de
la Doua – BP32108, 69916 Villeurbanne CEDEX, France
Jean-Philippe Vidal
Irstea, UR HHLY, Hydrology and Hydraulics Research Unit, 5 rue de
la Doua – BP32108, 69916 Villeurbanne CEDEX, France
Eric Sauquet
Irstea, UR HHLY, Hydrology and Hydraulics Research Unit, 5 rue de
la Doua – BP32108, 69916 Villeurbanne CEDEX, France
Benjamin Graff
Compagnie Nationale du Rhône (CNR), 2 rue André Bonin, 69004
Lyon, France
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- Statistical reconstruction of daily precipitation and temperature fields in Switzerland back to 1864 L. Pfister et al. 10.5194/cp-16-663-2020
- A framework for high‐resolution meteorological surface reanalysis through offline data assimilation in an ensemble of downscaled reconstructions A. Devers et al. 10.1002/qj.3663
- FYRE Climate: a high-resolution reanalysis of daily precipitation and temperature in France from 1871 to 2012 A. Devers et al. 10.5194/cp-17-1857-2021
- 140-year daily ensemble streamflow reconstructions over 661 catchments in France A. Devers et al. 10.5194/hess-28-3457-2024
- Influence of multidecadal variability on high and low flows: the case of the Seine basin R. Bonnet et al. 10.5194/hess-24-1611-2020
- Global Optimization of an Analog Method by Means of Genetic Algorithms P. Horton et al. 10.1175/MWR-D-16-0093.1
- Analogue methods and ERA5: Benefits and pitfalls P. Horton 10.1002/joc.7484
- The analogue method for precipitation prediction: finding better analogue situations at a sub-daily time step P. Horton et al. 10.5194/hess-21-3307-2017
- Using genetic algorithms to optimize the analogue method for precipitation prediction in the Swiss Alps P. Horton et al. 10.1016/j.jhydrol.2017.04.017
- Ensemble reconstruction of spatio-temporal extreme low-flow events in France since 1871 L. Caillouet et al. 10.5194/hess-21-2923-2017
- Assessing local daily temperatures by means of novel analog approaches: a case study based on the city of Augsburg, Germany C. Merkenschlager et al. 10.1007/s00704-021-03605-0
- Floods and Heavy Precipitation at the Global Scale: 100‐Year Analysis and 180‐Year Reconstruction B. Renard et al. 10.1029/2022JD037908
- An analogues-based forecasting system for Mediterranean marine-litter concentration G. Jordà & J. Soto-Navarro 10.5194/os-19-485-2023
- A method of downscaling temperature maps based on analytical hillshading for use in species distribution modelling Á. Felicísimo Pérez & M. Martín-Tardío 10.1080/15230406.2017.1338620
- Comparing GEFS, ECMWF, and Postprocessing Methods for Ensemble Precipitation Forecasts over Brazil H. Medina et al. 10.1175/JHM-D-18-0125.1
- Streamflow variability over the 1881–2011 period in northern Québec: comparison of hydrological reconstructions based on tree rings and geopotential height field reanalysis P. Brigode et al. 10.5194/cp-12-1785-2016
- Statistical Downscaling of Urban-scale Air Temperatures Using an Analog Model Output Statistics Technique Y. Shin & C. Yi 10.3390/atmos10080427
- Uncertainties of statistical downscaling from predictor selection: Equifinality and transferability G. Fu et al. 10.1016/j.atmosres.2017.12.008
- From climate to weather reconstructions S. Brönnimann & X. Wang 10.1371/journal.pclm.0000034
- An adaptive two-stage analog/regression model for probabilistic prediction of small-scale precipitation in France J. Chardon et al. 10.5194/hess-22-265-2018
- Reconstruction and simulation of an extreme flood event in the Lago Maggiore catchment in 1868 P. Stucki et al. 10.5194/nhess-18-2717-2018
- Dynamical downscaling and data assimilation for a cold-air outbreak in the European Alps during the Year Without a Summer of 1816 P. Stucki et al. 10.5194/cp-20-2327-2024
- Heat Exposure Information at Screen Level for an Impact-Based Forecasting and Warning Service for Heat-Wave Disasters C. Yi & H. Yang 10.3390/atmos11090920
- National-scale analysis of simulated hydrological droughts (1891–2015) A. Rudd et al. 10.1016/j.jhydrol.2017.05.018
- A Hidden Climate Indices Modeling Framework for Multivariable Space‐Time Data B. Renard et al. 10.1029/2021WR030007
- SCOPE Climate: a 142-year daily high-resolution ensemble meteorological reconstruction dataset over France L. Caillouet et al. 10.5194/essd-11-241-2019
- Intercomparaison des évènements d’étiage extrême en France depuis 1871 L. Caillouet et al. 10.1080/00186368.2021.1914463
- Hierarchy of climate and hydrological uncertainties in transient low-flow projections J. Vidal et al. 10.5194/hess-20-3651-2016
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Latest update: 14 Nov 2024
Short summary
This paper describes a daily high-resolution reconstruction of precipitation and temperature fields in France from 1871 onwards. A statistical method linking atmospheric circulation to local precipitation is refined for taking advantage of recently published global long-term atmospheric and oceanic reconstructions. The resulting data set allows filling in the spatial and temporal data gaps in historical surface observations, and improving our knowledge on the local-scale climate variability.
This paper describes a daily high-resolution reconstruction of precipitation and temperature...