Articles | Volume 3, issue 4
https://doi.org/10.5194/cp-3-669-2007
© Author(s) 2007. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
https://doi.org/10.5194/cp-3-669-2007
© Author(s) 2007. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
Non-linear statistical downscaling of present and LGM precipitation and temperatures over Europe
M. Vrac
Laboratoire des Sciences du Climat et de l'Environnement, LSCE,CEA/CNRS/UVSQ, Institut Pierre Simon Laplace (IPSL), Centre d'étude de Saclay, Orme des Merisiers, 91191 Gif-Sur-Yvette, France
P. Marbaix
Université catholique de Louvain, Institut d'Astronomie et de Géophysique Georges Lemaître, 2 chemin du Cyclotron, B348 Louvain-la-Neuve, Belgique
D. Paillard
Laboratoire des Sciences du Climat et de l'Environnement, LSCE,CEA/CNRS/UVSQ, Institut Pierre Simon Laplace (IPSL), Centre d'étude de Saclay, Orme des Merisiers, 91191 Gif-Sur-Yvette, France
P. Naveau
Laboratoire des Sciences du Climat et de l'Environnement, LSCE,CEA/CNRS/UVSQ, Institut Pierre Simon Laplace (IPSL), Centre d'étude de Saclay, Orme des Merisiers, 91191 Gif-Sur-Yvette, France
Viewed
Total article views: 3,617 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 06 Jul 2007)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,700 | 1,734 | 183 | 3,617 | 173 | 115 |
- HTML: 1,700
- PDF: 1,734
- XML: 183
- Total: 3,617
- BibTeX: 173
- EndNote: 115
Total article views: 2,902 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 19 Dec 2007)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,366 | 1,374 | 162 | 2,902 | 150 | 105 |
- HTML: 1,366
- PDF: 1,374
- XML: 162
- Total: 2,902
- BibTeX: 150
- EndNote: 105
Total article views: 715 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 06 Jul 2007)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
334 | 360 | 21 | 715 | 23 | 10 |
- HTML: 334
- PDF: 360
- XML: 21
- Total: 715
- BibTeX: 23
- EndNote: 10
Cited
55 citations as recorded by crossref.
- Impact of Climate Change on Reservoir Flood Control in the Upstream Area of the Beijiang River Basin, South China C. Wu et al. 10.1175/JHM-D-13-0181.1
- Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user D. Maraun et al. 10.1029/2009RG000314
- Using fuzzified regression trees for statistical downscaling and regionalization of near surface temperatures in complex terrain L. Gerlitz 10.1007/s00704-014-1285-x
- Statistical downscaling of water vapour satellite measurements from profiles of tropical ice clouds G. Carella et al. 10.5194/essd-12-1-2020
- Mixed nonlinear regression for modelling historical temperatures in Central–Southern Italy N. Diodato et al. 10.1007/s00704-012-0775-y
- Which downscaled rainfall data for climate change impact studies in urban areas? Review of current approaches and trends E. Gooré Bi et al. 10.1007/s00704-015-1656-y
- A nonparametric kernel regression model for downscaling multisite daily precipitation in the Mahanadi basin S. Kannan & S. Ghosh 10.1002/wrcr.20118
- New Approach to Multisite Downscaling of Precipitation by Identifying Different Set of Atmospheric Predictor Variables B. Basu et al. 10.1061/(ASCE)HE.1943-5584.0001900
- Intercomparison of statistical and dynamical downscaling models under the EURO- and MED-CORDEX initiative framework: present climate evaluations P. Vaittinada Ayar et al. 10.1007/s00382-015-2647-5
- Simulations of the Holocene climate in Europe using an interactive downscaling within the iLOVECLIM model (version 1.1) F. Arthur et al. 10.5194/cp-19-87-2023
- An empirical evaluation of bias correction methods for palaeoclimate simulations R. Beyer et al. 10.5194/cp-16-1493-2020
- Reconstruction of full glacial environments and summer temperatures from Lago della Costa, a refugial site in Northern Italy S. Samartin et al. 10.1016/j.quascirev.2016.04.005
- Statistical downscaling of the French Mediterranean climate: assessment for present and projection in an anthropogenic scenario C. Lavaysse et al. 10.5194/nhess-12-651-2012
- Influence of Bias Correcting Predictors on Statistical Downscaling Models M. Vrac & P. Vaittinada Ayar 10.1175/JAMC-D-16-0079.1
- An ecological niche shift for Neanderthal populations in Western Europe 70,000 years ago W. Banks et al. 10.1038/s41598-021-84805-6
- Impact of precession on the climate, vegetation and fire activity in southern Africa during MIS4 M. Woillez et al. 10.5194/cp-10-1165-2014
- A parametric approach for simultaneous bias correction and high‐resolution downscaling of climate model rainfall A. Mamalakis et al. 10.1002/2016WR019578
- Statistical downscaling of river flows C. Tisseuil et al. 10.1016/j.jhydrol.2010.02.030
- Statistical modelling of a new global potential vegetation distribution G. Levavasseur et al. 10.1088/1748-9326/7/4/044019
- Habitat suitability and the genetic structure of human populations during the Last Glacial Maximum (LGM) in Western Europe C. Wren et al. 10.1371/journal.pone.0217996
- Climate variability analysis of winter temperatures in the central Mediterranean since 1500 AD N. Diodato et al. 10.1007/s00704-013-0945-6
- Climate change impact assessment on urban rainfall extremes and urban drainage: Methods and shortcomings P. Willems et al. 10.1016/j.atmosres.2011.04.003
- A new diagram for performance evaluation of complex models A. Izzaddin et al. 10.1007/s00477-024-02678-3
- A layer-averaged relative humidity profile retrieval for microwave observations: design and results for the Megha-Tropiques payload R. Sivira et al. 10.5194/amt-8-1055-2015
- Risk and resilience in the late glacial: A case study from the western Mediterranean C. Barton et al. 10.1016/j.quascirev.2017.09.015
- Validation and Bias Correction of Monthly δ18O Precipitation Time Series from ECHAM5-Wiso Model in Central Europe V. Salamalikis & A. Argiriou 10.3390/oxygen2020010
- A generalized conditional heteroscedastic model for temperature downscaling R. Modarres & T. Ouarda 10.1007/s00382-014-2076-x
- Bias correction of daily precipitation from climate models, using the Q‐GAM method G. Lazoglou et al. 10.1002/env.2881
- Statistical downscaling of a climate simulation of the last glacial cycle: temperature and precipitation over Northern Europe N. Korhonen et al. 10.5194/cp-10-1489-2014
- pyESDv1.0.1: an open-source Python framework for empirical-statistical downscaling of climate information D. Boateng & S. Mutz 10.5194/gmd-16-6479-2023
- Precipitation and temperature space–time variability and extremes in the Mediterranean region: evaluation of dynamical and statistical downscaling methods E. Flaounas et al. 10.1007/s00382-012-1558-y
- Reaching the human scale: A spatial and temporal downscaling approach to the archaeological implications of paleoclimate data D. Contreras et al. 10.1016/j.jas.2018.02.013
- Hydrologic Impacts of Surface Elevation and Spatial Resolution in Statistical Correction Approaches: Case Study of Flumendosa Basin, Italy E. Perra et al. 10.1061/(ASCE)HE.1943-5584.0001969
- Online dynamical downscaling of temperature and precipitation within the <i>i</i>LOVECLIM model (version 1.1) A. Quiquet et al. 10.5194/gmd-11-453-2018
- Anatomically modern human dispersals into Europe during MIS 3: Climate stability, paleogeography and habitat suitability S. Paquin et al. 10.1016/j.quascirev.2024.108596
- Process models and model-data fusion in dendroecology J. Guiot et al. 10.3389/fevo.2014.00052
- Exploring the impact of climate variability during the Last Glacial Maximum on the pattern of human occupation of Iberia A. Burke et al. 10.1016/j.jhevol.2014.06.003
- Statistical precipitation downscaling for small-scale hydrological impact investigations of climate change P. Willems & M. Vrac 10.1016/j.jhydrol.2011.02.030
- A spatial hybrid approach for downscaling of extreme precipitation fields A. Bechler et al. 10.1002/2014JD022558
- The spatial pattern of climate change during the spread of farming into the Aegean N. Gauthier 10.1016/j.jas.2016.09.004
- Present and LGM permafrost from climate simulations: contribution of statistical downscaling G. Levavasseur et al. 10.5194/cp-7-1225-2011
- Comparison of spatial downscaling methods of general circulation model results to study climate variability during the Last Glacial Maximum G. Latombe et al. 10.5194/gmd-11-2563-2018
- Statistical framework to simulate daily rainfall series conditional on upper-air predictor variables A. Langousis & V. Kaleris 10.1002/2013WR014936
- Deciphering the spatio-temporal complexity of climate change of the last deglaciation: a model analysis D. Roche et al. 10.5194/cp-7-591-2011
- Use of beta regression for statistical downscaling of precipitation in the Campbell River basin, British Columbia, Canada S. Mandal et al. 10.1016/j.jhydrol.2016.04.009
- Evaluating the impact of climate change and millennial variability on the last Neanderthal populations in Europe (Marine Isotope Stage 3) B. Albouy et al. 10.1016/j.quascirev.2024.108812
- Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results A. Langousis et al. 10.1002/2015WR017556
- Risky business: The impact of climate and climate variability on human population dynamics in Western Europe during the Last Glacial Maximum A. Burke et al. 10.1016/j.quascirev.2017.04.001
- Human response to habitat suitability during the Last Glacial Maximum in Western Europe A. Burke et al. 10.1002/jqs.3004
- Stochastic downscaling of precipitation with neural network conditional mixture models J. Carreau & M. Vrac 10.1029/2010WR010128
- SVM‐PGSL coupled approach for statistical downscaling to predict rainfall from GCM output S. Ghosh 10.1029/2009JD013548
- Statistical downscaling of extreme precipitation events using extreme value theory P. Friederichs 10.1007/s10687-010-0107-5
- Statistical downscaling of rainfall: a non-stationary and multi-resolution approach M. Rashid et al. 10.1007/s00704-015-1465-3
- Using climatically based random forests to downscale coarse-grained potential natural vegetation maps in tropical Mexico R. Vaca et al. 10.1111/j.1654-109X.2011.01132.x
- Statistical downscaling of near-surface wind over complex terrain in southern France T. Salameh et al. 10.1007/s00703-008-0330-7
50 citations as recorded by crossref.
- Impact of Climate Change on Reservoir Flood Control in the Upstream Area of the Beijiang River Basin, South China C. Wu et al. 10.1175/JHM-D-13-0181.1
- Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user D. Maraun et al. 10.1029/2009RG000314
- Using fuzzified regression trees for statistical downscaling and regionalization of near surface temperatures in complex terrain L. Gerlitz 10.1007/s00704-014-1285-x
- Statistical downscaling of water vapour satellite measurements from profiles of tropical ice clouds G. Carella et al. 10.5194/essd-12-1-2020
- Mixed nonlinear regression for modelling historical temperatures in Central–Southern Italy N. Diodato et al. 10.1007/s00704-012-0775-y
- Which downscaled rainfall data for climate change impact studies in urban areas? Review of current approaches and trends E. Gooré Bi et al. 10.1007/s00704-015-1656-y
- A nonparametric kernel regression model for downscaling multisite daily precipitation in the Mahanadi basin S. Kannan & S. Ghosh 10.1002/wrcr.20118
- New Approach to Multisite Downscaling of Precipitation by Identifying Different Set of Atmospheric Predictor Variables B. Basu et al. 10.1061/(ASCE)HE.1943-5584.0001900
- Intercomparison of statistical and dynamical downscaling models under the EURO- and MED-CORDEX initiative framework: present climate evaluations P. Vaittinada Ayar et al. 10.1007/s00382-015-2647-5
- Simulations of the Holocene climate in Europe using an interactive downscaling within the iLOVECLIM model (version 1.1) F. Arthur et al. 10.5194/cp-19-87-2023
- An empirical evaluation of bias correction methods for palaeoclimate simulations R. Beyer et al. 10.5194/cp-16-1493-2020
- Reconstruction of full glacial environments and summer temperatures from Lago della Costa, a refugial site in Northern Italy S. Samartin et al. 10.1016/j.quascirev.2016.04.005
- Statistical downscaling of the French Mediterranean climate: assessment for present and projection in an anthropogenic scenario C. Lavaysse et al. 10.5194/nhess-12-651-2012
- Influence of Bias Correcting Predictors on Statistical Downscaling Models M. Vrac & P. Vaittinada Ayar 10.1175/JAMC-D-16-0079.1
- An ecological niche shift for Neanderthal populations in Western Europe 70,000 years ago W. Banks et al. 10.1038/s41598-021-84805-6
- Impact of precession on the climate, vegetation and fire activity in southern Africa during MIS4 M. Woillez et al. 10.5194/cp-10-1165-2014
- A parametric approach for simultaneous bias correction and high‐resolution downscaling of climate model rainfall A. Mamalakis et al. 10.1002/2016WR019578
- Statistical downscaling of river flows C. Tisseuil et al. 10.1016/j.jhydrol.2010.02.030
- Statistical modelling of a new global potential vegetation distribution G. Levavasseur et al. 10.1088/1748-9326/7/4/044019
- Habitat suitability and the genetic structure of human populations during the Last Glacial Maximum (LGM) in Western Europe C. Wren et al. 10.1371/journal.pone.0217996
- Climate variability analysis of winter temperatures in the central Mediterranean since 1500 AD N. Diodato et al. 10.1007/s00704-013-0945-6
- Climate change impact assessment on urban rainfall extremes and urban drainage: Methods and shortcomings P. Willems et al. 10.1016/j.atmosres.2011.04.003
- A new diagram for performance evaluation of complex models A. Izzaddin et al. 10.1007/s00477-024-02678-3
- A layer-averaged relative humidity profile retrieval for microwave observations: design and results for the Megha-Tropiques payload R. Sivira et al. 10.5194/amt-8-1055-2015
- Risk and resilience in the late glacial: A case study from the western Mediterranean C. Barton et al. 10.1016/j.quascirev.2017.09.015
- Validation and Bias Correction of Monthly δ18O Precipitation Time Series from ECHAM5-Wiso Model in Central Europe V. Salamalikis & A. Argiriou 10.3390/oxygen2020010
- A generalized conditional heteroscedastic model for temperature downscaling R. Modarres & T. Ouarda 10.1007/s00382-014-2076-x
- Bias correction of daily precipitation from climate models, using the Q‐GAM method G. Lazoglou et al. 10.1002/env.2881
- Statistical downscaling of a climate simulation of the last glacial cycle: temperature and precipitation over Northern Europe N. Korhonen et al. 10.5194/cp-10-1489-2014
- pyESDv1.0.1: an open-source Python framework for empirical-statistical downscaling of climate information D. Boateng & S. Mutz 10.5194/gmd-16-6479-2023
- Precipitation and temperature space–time variability and extremes in the Mediterranean region: evaluation of dynamical and statistical downscaling methods E. Flaounas et al. 10.1007/s00382-012-1558-y
- Reaching the human scale: A spatial and temporal downscaling approach to the archaeological implications of paleoclimate data D. Contreras et al. 10.1016/j.jas.2018.02.013
- Hydrologic Impacts of Surface Elevation and Spatial Resolution in Statistical Correction Approaches: Case Study of Flumendosa Basin, Italy E. Perra et al. 10.1061/(ASCE)HE.1943-5584.0001969
- Online dynamical downscaling of temperature and precipitation within the <i>i</i>LOVECLIM model (version 1.1) A. Quiquet et al. 10.5194/gmd-11-453-2018
- Anatomically modern human dispersals into Europe during MIS 3: Climate stability, paleogeography and habitat suitability S. Paquin et al. 10.1016/j.quascirev.2024.108596
- Process models and model-data fusion in dendroecology J. Guiot et al. 10.3389/fevo.2014.00052
- Exploring the impact of climate variability during the Last Glacial Maximum on the pattern of human occupation of Iberia A. Burke et al. 10.1016/j.jhevol.2014.06.003
- Statistical precipitation downscaling for small-scale hydrological impact investigations of climate change P. Willems & M. Vrac 10.1016/j.jhydrol.2011.02.030
- A spatial hybrid approach for downscaling of extreme precipitation fields A. Bechler et al. 10.1002/2014JD022558
- The spatial pattern of climate change during the spread of farming into the Aegean N. Gauthier 10.1016/j.jas.2016.09.004
- Present and LGM permafrost from climate simulations: contribution of statistical downscaling G. Levavasseur et al. 10.5194/cp-7-1225-2011
- Comparison of spatial downscaling methods of general circulation model results to study climate variability during the Last Glacial Maximum G. Latombe et al. 10.5194/gmd-11-2563-2018
- Statistical framework to simulate daily rainfall series conditional on upper-air predictor variables A. Langousis & V. Kaleris 10.1002/2013WR014936
- Deciphering the spatio-temporal complexity of climate change of the last deglaciation: a model analysis D. Roche et al. 10.5194/cp-7-591-2011
- Use of beta regression for statistical downscaling of precipitation in the Campbell River basin, British Columbia, Canada S. Mandal et al. 10.1016/j.jhydrol.2016.04.009
- Evaluating the impact of climate change and millennial variability on the last Neanderthal populations in Europe (Marine Isotope Stage 3) B. Albouy et al. 10.1016/j.quascirev.2024.108812
- Assessing the relative effectiveness of statistical downscaling and distribution mapping in reproducing rainfall statistics based on climate model results A. Langousis et al. 10.1002/2015WR017556
- Risky business: The impact of climate and climate variability on human population dynamics in Western Europe during the Last Glacial Maximum A. Burke et al. 10.1016/j.quascirev.2017.04.001
- Human response to habitat suitability during the Last Glacial Maximum in Western Europe A. Burke et al. 10.1002/jqs.3004
- Stochastic downscaling of precipitation with neural network conditional mixture models J. Carreau & M. Vrac 10.1029/2010WR010128
5 citations as recorded by crossref.
- SVM‐PGSL coupled approach for statistical downscaling to predict rainfall from GCM output S. Ghosh 10.1029/2009JD013548
- Statistical downscaling of extreme precipitation events using extreme value theory P. Friederichs 10.1007/s10687-010-0107-5
- Statistical downscaling of rainfall: a non-stationary and multi-resolution approach M. Rashid et al. 10.1007/s00704-015-1465-3
- Using climatically based random forests to downscale coarse-grained potential natural vegetation maps in tropical Mexico R. Vaca et al. 10.1111/j.1654-109X.2011.01132.x
- Statistical downscaling of near-surface wind over complex terrain in southern France T. Salameh et al. 10.1007/s00703-008-0330-7
Saved (preprint)
Latest update: 23 Nov 2024