| 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 | 534 | 2021 |
| 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 | 381 | 2017 |
| 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 | 278 | 2019 |
| 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 | 236 | 2017 |
| 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 | 140 | 2020 |
| 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 | 136 | 2018 |
| 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 | 133 | 2013 |
| 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 | 112 | 2021 |
| 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 | 97* | 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 | 84 | 2015 |
| Stochastic Parameterization and El Niño–Southern Oscillation HM Christensen, J Berner, DRB Coleman, TN Palmer Journal of Climate 30 (1), 17-38, 2017 | 71 | 2017 |
| 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 | 60 | 2020 |
| 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 | 56 | 2017 |
| 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 | 54 | 2015 |
| 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 | 41 | 2018 |
| 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 | 39 | 2015 |
| Constraining stochastic parametrisation schemes using high‐resolution simulations HM Christensen Quarterly Journal of the Royal Meteorological Society 146 (727), 938-962, 2020 | 35 | 2020 |
| Does ENSO regularity increase in a warming climate? J Berner, HM Christensen, PD Sardeshmukh Journal of Climate 33 (4), 1247-1259, 2020 | 30 | 2020 |
| 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 | 27 | 2019 |
| 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 | 20 | 2019 |
Judith BernerScientist, NCARVerified email at ucar.edu
