Michael S. Pritchard
Michael S. Pritchard
Associate Professor of Earth System Science, University of California Irvine
Geverifieerd e-mailadres voor uci.edu - Homepage
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Deep learning to represent subgrid processes in climate models
S Rasp, MS Pritchard, P Gentine
Proceedings of the National Academy of Sciences 115 (39), 9684-9689, 2018
2562018
Could machine learning break the convection parameterization deadlock?
P Gentine, M Pritchard, S Rasp, G Reinaudi, G Yacalis
Geophysical Research Letters 45 (11), 5742-5751, 2018
1652018
Orogenic propagating precipitation systems over the United States in a global climate model with embedded explicit convection
MS Pritchard, MW Moncrieff, RCJ Somerville
Journal of the Atmospheric Sciences 68 (8), 1821-1840, 2011
912011
Causal evidence that rotational moisture advection is critical to the superparameterized Madden–Julian oscillation
MS Pritchard, CS Bretherton
Journal of the Atmospheric Sciences 71 (2), 800-815, 2014
782014
Constraining the influence of natural variability to improve estimates of global aerosol indirect effects in a nudged version of the Community Atmosphere Model 5
GJ Kooperman, MS Pritchard, SJ Ghan, M Wang, RCJ Somerville, ...
Journal of Geophysical Research: Atmospheres 117 (D23), 2012
752012
Assessing the diurnal cycle of precipitation in a multi‐scale climate model
MS Pritchard, RCJ Somerville
Journal of Advances in Modeling Earth Systems 1 (4), 2009
672009
Robust effects of cloud superparameterization on simulated daily rainfall intensity statistics across multiple versions of the Community Earth System Model
G Kooperman, MS Pritchard, M Burt, MD Branson, DA Randall
Journal of Advances in Modeling Earth Systems 8, 2016
552016
Forest response to rising CO 2 drives zonally asymmetric rainfall change over tropical land
GJ Kooperman, Y Chen, FM Hoffman, CD Koven, K Lindsay, MS Pritchard, ...
Nature Climate Change 8 (5), 434-440, 2018
512018
Vertical structure and physical processes of the Madden‐Julian oscillation: Linking hindcast fidelity to simulated diabatic heating and moistening
NP Klingaman, SJ Woolnough, X Jiang, D Waliser, PK Xavier, J Petch, ...
Journal of Geophysical Research: Atmospheres 120 (10), 4690-4717, 2015
502015
Empirical orthogonal function analysis of the diurnal cycle of precipitation in a multi‐scale climate model
MS Pritchard, RCJ Somerville
Geophysical Research Letters 36 (5), 2009
462009
Response of the superparameterized Madden–Julian oscillation to extreme climate and basic-state variation challenges a moisture mode view
MS Pritchard, D Yang
Journal of Climate 29 (13), 4995-5008, 2016
362016
Robustness and sensitivities of central US summer convection in the super‐parameterized CAM: Multi‐model intercomparison with a new regional EOF index
GJ Kooperman, MS Pritchard, RCJ Somerville
Geophysical Research Letters 40 (12), 3287-3291, 2013
342013
Toward low‐cloud‐permitting cloud superparameterization with explicit boundary layer turbulence
H Parishani, MS Pritchard, CS Bretherton, MC Wyant, M Khairoutdinov
Journal of Advances in Modeling Earth Systems 9 (3), 1542-1571, 2017
332017
The response of US summer rainfall to quadrupled CO2 climate change in conventional and superparameterized versions of the NCAR community atmosphere …
GJ Kooperman, MS Pritchard, RCJ Somerville
Journal of Advances in Modeling Earth Systems 6 (3), 859-882, 2014
312014
Vertical structure and diabatic processes of the Madden-Julian Oscillation: Biases and uncertainties at short range
Journal of Geophysical Research - Atmospheres 120 (10), 4749-4763, 2015
30*2015
Enforcing analytic constraints in neural-networks emulating physical systems
T Beucler, M Pritchard, S Rasp, J Ott, P Baldi, P Gentine
arXiv preprint arXiv:1909.00912, 2019
272019
Restricting 32–128 km horizontal scales hardly affects the MJO in the Superparameterized Community Atmosphere Model v.3.0 but the number of cloud-resolving grid columns …
MS Pritchard, C DeMott, CS Bretherton
Journal of Advances in Modeling Earth Systems 6, 2014
272014
Achieving conservation of energy in neural network emulators for climate modeling
T Beucler, S Rasp, M Pritchard, P Gentine
arXiv preprint arXiv:1906.06622, 2019
242019
The ongoing need for high-resolution regional climate models: Process understanding and stakeholder information
WJ Gutowski, PA Ullrich, A Hall, LR Leung, TA O’Brien, CM Patricola, ...
Bulletin of the American Meteorological Society 101 (5), E664-E683, 2020
232020
Impacts of cloud superparameterization on projected daily rainfall intensity climate changes in multiple versions of the Community Earth System Model
GJ Kooperman, MS Pritchard, MA Burt, MD Branson, DA Randall
Journal of Advances in Modeling Earth Systems 8 (4), 1727-1750, 2016
222016
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