Articles | Volume 7, issue 2
https://doi.org/10.5194/gmd-7-531-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-7-531-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
AnaWEGE: a weather generator based on analogues of atmospheric circulation
Laboratoire des Sciences du Climat et de l'Environnement, UMR8212 CEA-CNRS-UVSQ, CE Saclay, l'Orme des Merisiers, 91191 Gif-sur-Yvette cedex, France
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Cited
67 citations as recorded by crossref.
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- How to stop being surprised by unprecedented weather T. Kelder et al.
- Investigating the Role of Climate Change in the 3 May 2025 Western Europe Hailstorm Using Atmospheric Analogs D. Faranda & T. Alberti
- Predictability of North Pacific blocking events: Analogue‐based analysis of historical MIROC6 simulations A. Xavier et al.
- More intense heatwaves under drier conditions: a compound event analysis in the Adige River basin (Eastern Italian Alps) M. Lemus-Canovas et al.
- Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data G. Miloshevich et al.
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- ClimaMeter: contextualizing extreme weather in a changing climate D. Faranda et al.
- Western Europe’s extreme July 2019 heatwave in a warmer world H. de Vries et al.
- Extreme heat wave sampling and prediction with analog Markov chain and comparisons with deep learning G. Miloshevich et al.
- Statistical-dynamical analog ensemble system for real time quantitative precipitation forecasts (QPFs) at local scale in the north-west Himalaya (NWH), India D. Singh et al.
- Space-time simulation of precipitation based on weather pattern sub-sampling and meta-Gaussian model P. Vaittinada Ayar et al.
- An algorithm for non-parametric estimation in state–space models T. Chau et al.
- Simulating precipitation in the Northeast United States using a climate‐informed K‐nearest neighbour algorithm S. Armal et al.
- An Analog Approach for Weather Estimation Using Climate Projections and Reanalysis Data P. Clemins et al.
- Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation R. Lguensat et al.
- Intensity and dynamics of extreme cold spells of the 21st century in France from CMIP6 data C. Cadiou & P. Yiou
- A statistical framework for conditional extreme event attribution P. Yiou et al.
- Exploiting the spatial pattern of daily precipitation in the analog method for regional temporal disaggregation J. Carreau et al.
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- Analogy of multiday sequences of atmospheric circulation favoring large rainfall accumulation over the French Alps J. Blanchet et al.
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- A review of current and future weather data for building simulation M. Herrera et al.
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- Improved extended-range prediction of persistent stratospheric perturbations using machine learning R. de Fondeville et al.
- An efficient, moments-based approximation for deviation propagators of recurrent flows T. Lichtenegger
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- Quantifying the role of the large-scale circulation on European summer precipitation change H. de Vries et al.
- Quantifying the statistical dependence of mid-latitude heatwave intensity and likelihood on prevalent physical drivers and climate change J. Zeder & E. Fischer
- Web processing service for climate impact and extreme weather event analyses. Flyingpigeon (Version 1.0) N. Hempelmann et al.
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- Simulating record-shattering cold winters of the beginning of the 21st century in France C. Cadiou & P. Yiou
- The Analog Data Assimilation R. Lguensat et al.
- Predictability assessment of cold–wet–windy pan-Atlantic extremes M. Krouma & G. Messori
- Simulating compound weather extremes responsible for critical crop failure with stochastic weather generators P. Pfleiderer et al.
- Could an extremely cold central European winter such as 1963 happen again despite climate change? S. Sippel et al.
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- An open workflow to gain insights about low‐likelihood high‐impact weather events from initialized predictions T. Kelder et al.
- Pattern-based forecasting enhances the prediction skill of European heatwaves into the sub-seasonal range E. Rouges et al.
- Future climate scenarios and their impact on heating, ventilation and air-conditioning system design and performance for commercial buildings for 2050 N. Bell et al.
- Simulating the Western North America heatwave of 2021 with analogue importance sampling F. Pons et al.
- Intercomparison of statistical and dynamical downscaling models under the EURO- and MED-CORDEX initiative framework: present climate evaluations P. Vaittinada Ayar et al.
- A methodology for attributing severe extratropical cyclones to climate change based on reanalysis data: the case study of storm Alex 2020 M. Ginesta et al.
- Coupling rare event algorithms with data-based learned committor functions using the analogue Markov chain D. Lucente et al.
- Attribution of the record-breaking heat event over Northeast Asia in summer 2018: the role of circulation L. Ren et al.
- Simulation of extreme heat waves with empirical importance sampling P. Yiou & A. Jézéquel
- Hourly precipitation fields at 1 km resolution over Belgium from 1940 to 2016 based on the analog technique E. Debrie et al.
- Density-Induced Variations of Local Dimension Estimates for Absolutely Continuous Random Variables P. Platzer & B. Chapron
- Correcting errors from spatial upscaling of nonlinear greenhouse gas flux models M. Van Oijen et al.
- Late 1980s abrupt cold season temperature change in Europe consistent with circulation variability and long-term warming S. Sippel et al.
- Stochastic ensemble climate forecast with an analogue model P. Yiou & C. Déandréis
- Assessment of meteorological extremes using a synoptic weather generator and a downscaling model based on analogues D. Raynaud et al.
- Atmospheric analogues for physically consistent scenarios of surface weather in Europe and Maghreb D. Raynaud et al.
- Data-driven methods to estimate the committor function in conceptual ocean models V. Jacques-Dumas et al.
- A spatio-temporal weather generator for the temperature over France C. Cognot et al.
67 citations as recorded by crossref.
- Implementing Weather Generators for Prediction of Future Climate Changes: A Review Paper M. Dheyaa et al.
- Statistical physics and dynamical systems perspectives on geophysical extreme events D. Faranda et al.
- How to stop being surprised by unprecedented weather T. Kelder et al.
- Investigating the Role of Climate Change in the 3 May 2025 Western Europe Hailstorm Using Atmospheric Analogs D. Faranda & T. Alberti
- Predictability of North Pacific blocking events: Analogue‐based analysis of historical MIROC6 simulations A. Xavier et al.
- More intense heatwaves under drier conditions: a compound event analysis in the Adige River basin (Eastern Italian Alps) M. Lemus-Canovas et al.
- Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data G. Miloshevich et al.
- Multiple perspectives on the attribution of the extreme European summer of 2012 to climate change L. Wilcox et al.
- R2D2 v2.0: accounting for temporal dependences in multivariate bias correction via analogue rank resampling M. Vrac & S. Thao
- Stochastic daily rainfall generation on tropical islands with complex topography L. Benoit et al.
- ClimaMeter: contextualizing extreme weather in a changing climate D. Faranda et al.
- Western Europe’s extreme July 2019 heatwave in a warmer world H. de Vries et al.
- Extreme heat wave sampling and prediction with analog Markov chain and comparisons with deep learning G. Miloshevich et al.
- Statistical-dynamical analog ensemble system for real time quantitative precipitation forecasts (QPFs) at local scale in the north-west Himalaya (NWH), India D. Singh et al.
- Space-time simulation of precipitation based on weather pattern sub-sampling and meta-Gaussian model P. Vaittinada Ayar et al.
- An algorithm for non-parametric estimation in state–space models T. Chau et al.
- Simulating precipitation in the Northeast United States using a climate‐informed K‐nearest neighbour algorithm S. Armal et al.
- An Analog Approach for Weather Estimation Using Climate Projections and Reanalysis Data P. Clemins et al.
- Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation R. Lguensat et al.
- Intensity and dynamics of extreme cold spells of the 21st century in France from CMIP6 data C. Cadiou & P. Yiou
- A statistical framework for conditional extreme event attribution P. Yiou et al.
- Exploiting the spatial pattern of daily precipitation in the analog method for regional temporal disaggregation J. Carreau et al.
- Analog data assimilation for the selection of suitable general circulation models J. Ruiz et al.
- Analogy of multiday sequences of atmospheric circulation favoring large rainfall accumulation over the French Alps J. Blanchet et al.
- Role of circulation in European heatwaves using flow analogues A. Jézéquel et al.
- A stochastic weather generator based framework for generating ensemble sub-monthly precipitation for streamflow prediction L. Yang et al.
- Disentangling the causes of the 1816 European year without a summer A. Schurer et al.
- Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia N. Farhani et al.
- Data-driven stochastic simulation leading to the allometric scaling laws in complex systems Y. Kobayashi et al.
- Improving subseasonal forecast of precipitation in Europe by combining a stochastic weather generator with dynamical models M. Krouma et al.
- Increased impact of heat domes on 2021-like heat extremes in North America under global warming X. Zhang et al.
- Ensemble forecast of an index of the Madden–Julian Oscillation using a stochastic weather generator based on circulation analogs M. Krouma et al.
- A review of current and future weather data for building simulation M. Herrera et al.
- Semi-parametric resampling with extremes T. Opitz et al.
- Improved extended-range prediction of persistent stratospheric perturbations using machine learning R. de Fondeville et al.
- An efficient, moments-based approximation for deviation propagators of recurrent flows T. Lichtenegger
- Probability Distributions for Analog-To-Target Distances P. Platzer et al.
- Quantifying the role of the large-scale circulation on European summer precipitation change H. de Vries et al.
- Quantifying the statistical dependence of mid-latitude heatwave intensity and likelihood on prevalent physical drivers and climate change J. Zeder & E. Fischer
- Web processing service for climate impact and extreme weather event analyses. Flyingpigeon (Version 1.0) N. Hempelmann et al.
- Multivariate stochastic generation of meteorological data for building simulation through interdependent meteorological processes Z. Jiao et al.
- Ensembles of climate simulations to anticipate worst case heatwaves during the Paris 2024 Olympics P. Yiou et al.
- Modelling convective cell life cycles with a copula-based approach C. Tseng et al.
- Simulating record-shattering cold winters of the beginning of the 21st century in France C. Cadiou & P. Yiou
- The Analog Data Assimilation R. Lguensat et al.
- Predictability assessment of cold–wet–windy pan-Atlantic extremes M. Krouma & G. Messori
- Simulating compound weather extremes responsible for critical crop failure with stochastic weather generators P. Pfleiderer et al.
- Could an extremely cold central European winter such as 1963 happen again despite climate change? S. Sippel et al.
- Generalized Pareto processes for simulating space-time extreme events: an application to precipitation reanalyses F. Palacios-Rodríguez et al.
- An open workflow to gain insights about low‐likelihood high‐impact weather events from initialized predictions T. Kelder et al.
- Pattern-based forecasting enhances the prediction skill of European heatwaves into the sub-seasonal range E. Rouges et al.
- Future climate scenarios and their impact on heating, ventilation and air-conditioning system design and performance for commercial buildings for 2050 N. Bell et al.
- Simulating the Western North America heatwave of 2021 with analogue importance sampling F. Pons et al.
- Intercomparison of statistical and dynamical downscaling models under the EURO- and MED-CORDEX initiative framework: present climate evaluations P. Vaittinada Ayar et al.
- A methodology for attributing severe extratropical cyclones to climate change based on reanalysis data: the case study of storm Alex 2020 M. Ginesta et al.
- Coupling rare event algorithms with data-based learned committor functions using the analogue Markov chain D. Lucente et al.
- Attribution of the record-breaking heat event over Northeast Asia in summer 2018: the role of circulation L. Ren et al.
- Simulation of extreme heat waves with empirical importance sampling P. Yiou & A. Jézéquel
- Hourly precipitation fields at 1 km resolution over Belgium from 1940 to 2016 based on the analog technique E. Debrie et al.
- Density-Induced Variations of Local Dimension Estimates for Absolutely Continuous Random Variables P. Platzer & B. Chapron
- Correcting errors from spatial upscaling of nonlinear greenhouse gas flux models M. Van Oijen et al.
- Late 1980s abrupt cold season temperature change in Europe consistent with circulation variability and long-term warming S. Sippel et al.
- Stochastic ensemble climate forecast with an analogue model P. Yiou & C. Déandréis
- Assessment of meteorological extremes using a synoptic weather generator and a downscaling model based on analogues D. Raynaud et al.
- Atmospheric analogues for physically consistent scenarios of surface weather in Europe and Maghreb D. Raynaud et al.
- Data-driven methods to estimate the committor function in conceptual ocean models V. Jacques-Dumas et al.
- A spatio-temporal weather generator for the temperature over France C. Cognot et al.
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