Jonathan Rougier

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Professor David StephensonExeter Climate Systems, University of Exeter, UKVerified email at exeter.ac.uk
Jonathan BamberProfessor of physical geography, University of BristolVerified email at bristol.ac.uk
Stephen SparksProfessor of GeologyVerified email at bristol.ac.uk
Andrew Zammit MangionUniversity of WollongongVerified email at uow.edu.au
Matthew CollinsUniversity of ExeterVerified email at exeter.ac.uk
Jim W HallUniversity of OxfordVerified email at eci.ox.ac.uk
Thorsten WagenerAlexander von Humboldt Professor of Hydrologic Systems, University of PotsdamVerified email at uni-potsdam.de
Francesca PianosiUniversity of BristolVerified email at bristol.ac.uk
Jim FreerProfessor of hydrology, University of BristolVerified email at bristol.ac.uk
Richard ChandlerUniversity College LondonVerified email at ucl.ac.uk
Simon C. ParkerProfessor of Entrepreneurship, Ivey Business SchoolVerified email at ivey.ca
Paul BatesBristol UniversityVerified email at bristol.ac.uk
Laurence HawkerUniversity of BristolVerified email at bristol.ac.uk
Jeffrey NealUniversity of BristolVerified email at fathom.global
Peter CraigDurham UniversityVerified email at durham.ac.uk
Tamsin EdwardsProfessor in Climate Change, King's College LondonVerified email at kcl.ac.uk
David StainforthLondon School of EconomicsVerified email at lse.ac.uk
Serge GuillasProfessor of Statistics, University College LondonVerified email at ucl.ac.uk
Arthur D RichmondNational Center for Atmospheric ResearchVerified email at ucar.edu
Peter CoxProfessor of Climate System Dynamics, University of Exeter, UKVerified email at exeter.ac.uk

Jonathan Rougier

Honorary Professor, School of Mathematics, University of Bristol

Verified email at bristol.ac.uk - Homepage

Statistics Computer experiments Earth Science Environmental Science


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Sensitivity analysis of environmental models: A systematic review with practical workflow F Pianosi, K Beven, J Freer, JW Hall, J Rougier, DB Stephenson, ... Environmental modelling & software 79, 214-232, 2016	1348	2016
Bayesian calibration of process-based forest models: bridging the gap between models and data M Van Oijen, J Rougier, R Smith Tree physiology 25 (7), 915-927, 2005	410	2005
Bayesian forecasting for complex systems using computer simulators PS Craig, M Goldstein, JC Rougier, AH Seheult Journal of the American Statistical Association 96 (454), 717-729, 2001	317	2001
Probabilistic inference for future climate using an ensemble of climate model evaluations J Rougier Climatic Change 81 (3), 247-264, 2007	245	2007
Efficient emulators for multivariate deterministic functions J Rougier Journal of Computational and Graphical Statistics 17 (4), 827-843, 2008	241	2008
Reified Bayesian modelling and inference for physical systems M Goldstein, J Rougier Journal of Statistical Planning and Inference 139 (3), 1221-1239, 2009	202	2009
Analyzing the climate sensitivity of the HadSM3 climate model using ensembles from different but related experiments J Rougier, DMH Sexton, JM Murphy, D Stainforth Journal of Climate 22 (13), 3540-3557, 2009	200	2009
Risk and uncertainty assessment for natural hazards JC Rougier, RSJ Sparks, LJ Hill Cambridge University Press, 2013	174*	2013
Quantifying future climate change M Collins, RE Chandler, PM Cox, JM Huthnance, J Rougier, ... Nature Climate Change 2 (6), 403-409, 2012	169	2012
The retirement behaviour of the self-employed in Britain SC Parker, JC Rougier Applied Economics 39 (6), 697-713, 2007	152	2007
Probabilistic formulations for transferring inferences from mathematical models to physical systems M Goldstein, J Rougier SIAM journal on scientific computing 26 (2), 467-487, 2004	142	2004
Bayes linear calibrated prediction for complex systems M Goldstein, J Rougier Journal of the American Statistical Association 101 (475), 1132-1143, 2006	118	2006
Perspectives on Digital Elevation Model (DEM) simulation for flood modelling in the absence of a high-accuracy open access global DEM L Hawker, P Bates, J Neal, J Rougier Frontiers in Earth Science 6, 2018	109	2018
Calibrated prediction of Pine Island Glacier retreat during the 21st and 22nd centuries with a coupled flowline model RM Gladstone, V Lee, J Rougier, AJ Payne, H Hellmer, A Le Brocq, ... Earth and Planetary Science Letters 333, 191-199, 2012	95	2012
Precalibrating an intermediate complexity climate model NR Edwards, D Cameron, J Rougier Climate Dynamics 37, 1469-1482, 2011	84	2011
Statistical problems in the probabilistic prediction of climate change DB Stephenson, M Collins, JC Rougier, RE Chandler Environmetrics 23 (5), 364-372, 2012	79	2012
The global magnitude-frequency relationship for large explosive volcanic eruptions JC Rougier, RSJ Sparks, KV Cashman, SK Brown Earth and Planetary Science Letters 482, 621-629, 2018	72	2018
Second-order exchangeability analysis for multimodel ensembles JC Rougier, M Goldstein, L House Journal of the American Statistical Association 108 (503), 852-863, 2013	72	2013
Ensemble averaging and mean squared error. JC Rougier Journal of Climate 29, 8865-8870, 2016	69	2016
Expert knowledge and multivariate emulation: The thermosphere–ionosphere electrodynamics general circulation model (TIE-GCM) J Rougier, S Guillas, A Maute, AD Richmond Technometrics 51 (4), 414-424, 2009	66	2009

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