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Hannah Christensen (nee Arnold)
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Future global climate: scenario-based projections and near-term information
JY Lee, J Marotzke, G Bala, L Cao, S Corti, JP Dunne, F Engelbrecht, ...
IPCC, 2021
7262021
Stochastic parameterization: Toward a new view of weather and climate models
J Berner, U Achatz, L Batté, L Bengtsson, A Cámara, HM Christensen, ...
Bulletin of the American Meteorological Society 98 (3), 565-588, 2017
4012017
Machine learning and artificial intelligence to aid climate change research and preparedness
C Huntingford, ES Jeffers, MB Bonsall, HM Christensen, T Lees, H Yang
Environmental Research Letters 14 (12), 124007, 2019
3732019
Stochastic representations of model uncertainties at ECMWF: State of the art and future vision
M Leutbecher, SJ Lock, P Ollinaho, STK Lang, G Balsamo, P Bechtold, ...
Quarterly Journal of the Royal Meteorological Society 143 (707), 2315-2339, 2017
2522017
Machine learning for stochastic parameterization: Generative adversarial networks in the Lorenz'96 model
DJ Gagne, HM Christensen, AC Subramanian, AH Monahan
Journal of Advances in Modeling Earth Systems 12 (3), e2019MS001896, 2020
1632020
Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI
M Chantry, H Christensen, P Dueben, T Palmer
Philosophical Transactions of the Royal Society A 379 (2194), 20200083, 2021
1472021
The Benefits of Global High Resolution for Climate Simulation: Process Understanding and the Enabling of Stakeholder Decisions at the Regional Scale
MJ Roberts, PL Vidale, C Senior, HT Hewitt, C Bates, S Berthou, P Chang, ...
Bulletin of the American Meteorological Society 99 (11), 2341-2359, 2018
1462018
Stochastic parametrizations and model uncertainty in the Lorenz’96 system
HM Arnold, IM Moroz, TN Palmer
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
1422013
Climate SPHINX: evaluating the impact of resolution and stochastic physics parameterisations in the EC-Earth global climate model
P Davini, J Hardenberg, S Corti, HM Christensen, S Juricke, ...
Geoscientific Model Development 10 (3), 1383-1402, 2017
95*2017
Stochastic and Perturbed Parameter Representations of Model Uncertainty in Convection Parameterization*
HM Christensen, IM Moroz, TN Palmer
Journal of the Atmospheric Sciences 72 (6), 2525-2544, 2015
852015
Stochastic Parameterization and El Niño–Southern Oscillation
HM Christensen, J Berner, DRB Coleman, TN Palmer
Journal of Climate 30 (1), 17-38, 2017
742017
Euro-Atlantic weather Regimes in the PRIMAVERA coupled climate simulations: impact of resolution and mean state biases on model performance
F Fabiano, HM Christensen, K Strommen, P Athanasiadis, A Baker, ...
Climate Dynamics 54, 5031-5048, 2020
632020
Introducing independent patterns into the Stochastically Perturbed Parametrization Tendencies (SPPT) scheme
HM Christensen, SJ Lock, IM Moroz, TN Palmer
Quarterly Journal of the Royal Meteorological Society 143 (706), 2168-2181, 2017
592017
Simulating weather regimes: Impact of stochastic and perturbed parameter schemes in a simple atmospheric model
HM Christensen, IM Moroz, TN Palmer
Climate Dynamics 44, 2195-2214, 2015
562015
Systematic Errors in Weather and Climate Models: Nature, Origins, and Ways Forward
A Zadra, K Williams, A Frassoni, M Rixen, ÁF Adames, J Berner, ...
Bulletin of the American Meteorological Society 99 (4), ES67-ES70, 2018
462018
Evaluation of ensemble forecast uncertainty using a new proper score: Application to medium‐range and seasonal forecasts
HM Christensen, IM Moroz, TN Palmer
Quarterly Journal of the Royal Meteorological Society 141 (687), 538-549, 2015
392015
Constraining stochastic parametrisation schemes using high‐resolution simulations
HM Christensen
Quarterly Journal of the Royal Meteorological Society 146 (727), 938-962, 2020
382020
Does ENSO regularity increase in a warming climate?
J Berner, HM Christensen, PD Sardeshmukh
Journal of Climate 33 (4), 1247-1259, 2020
332020
Stochastic parameterization of subgrid-scale velocity enhancement of sea surface fluxes
J Bessac, AH Monahan, HM Christensen, N Weitzel
Monthly Weather Review 147 (5), 1447-1469, 2019
272019
The impact of stochastic physics on the El Niño Southern Oscillation in the EC-Earth coupled model
C Yang, HM Christensen, S Corti, J von Hardenberg, P Davini
Climate Dynamics 53, 2843-2859, 2019
232019
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Artículos 1–20