The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1
Abstract
We present an analysis of version 5.1 of the Community Atmospheric Model (CAM5.1) at a high horizontal resolution. Intercomparison of this global model at approximately 0.25°, 1°, and 2° is presented for extreme daily precipitation as well as for a suite of seasonal mean fields. In general, extreme precipitation amounts are larger in high resolution than in lower-resolution configurations. In many but not all locations and/or seasons, extreme daily precipitation rates in the high-resolution configuration are higher and more realistic. The high-resolution configuration produces tropical cyclones up to category 5 on the Saffir-Simpson scale and a comparison to observations reveals both realistic and unrealistic model behavior. In the absence of extensive model tuning at high resolution, simulation of many of the mean fields analyzed in this study is degraded compared to the tuned lower-resolution public released version of the model.
- Authors:
-
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- National Center for Atmospheric Research, Boulder, CO (United States)
- National Taiwan Normal Univ., Taipei (Taiwan)
- Univ. of California, Berkeley, CA (United States)
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
- Univ. of Michigan, Ann Arbor, MI (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1213425
- Alternate Identifier(s):
- OSTI ID: 1407263; OSTI ID: 1411698
- Report Number(s):
- LLNL-JRNL-643417
Journal ID: ISSN 1942-2466
- Grant/Contract Number:
- AC02-05CH11231; AC52-07NA27344; SC0006684
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Advances in Modeling Earth Systems
- Additional Journal Information:
- Journal Volume: 6; Journal Issue: 4; Journal ID: ISSN 1942-2466
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 58 GEOSCIENCES; high resolution; global atmospheric modeling; extreme precipitation; tropical cyclones
Citation Formats
Wehner, Michael F., Reed, Kevin A., Li, Fuyu, Prabhat, -, Bacmeister, Julio, Chen, Cheng -Ta, Paciorek, Christopher, Gleckler, Peter J., Sperber, Kenneth R., Collins, William D., Gettelman, Andrew, and Jablonowski, Christiane. The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1. United States: N. p., 2014.
Web. doi:10.1002/2013MS000276.
Wehner, Michael F., Reed, Kevin A., Li, Fuyu, Prabhat, -, Bacmeister, Julio, Chen, Cheng -Ta, Paciorek, Christopher, Gleckler, Peter J., Sperber, Kenneth R., Collins, William D., Gettelman, Andrew, & Jablonowski, Christiane. The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1. United States. https://doi.org/10.1002/2013MS000276
Wehner, Michael F., Reed, Kevin A., Li, Fuyu, Prabhat, -, Bacmeister, Julio, Chen, Cheng -Ta, Paciorek, Christopher, Gleckler, Peter J., Sperber, Kenneth R., Collins, William D., Gettelman, Andrew, and Jablonowski, Christiane. Mon .
"The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1". United States. https://doi.org/10.1002/2013MS000276. https://www.osti.gov/servlets/purl/1213425.
@article{osti_1213425,
title = {The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1},
author = {Wehner, Michael F. and Reed, Kevin A. and Li, Fuyu and Prabhat, - and Bacmeister, Julio and Chen, Cheng -Ta and Paciorek, Christopher and Gleckler, Peter J. and Sperber, Kenneth R. and Collins, William D. and Gettelman, Andrew and Jablonowski, Christiane},
abstractNote = {We present an analysis of version 5.1 of the Community Atmospheric Model (CAM5.1) at a high horizontal resolution. Intercomparison of this global model at approximately 0.25°, 1°, and 2° is presented for extreme daily precipitation as well as for a suite of seasonal mean fields. In general, extreme precipitation amounts are larger in high resolution than in lower-resolution configurations. In many but not all locations and/or seasons, extreme daily precipitation rates in the high-resolution configuration are higher and more realistic. The high-resolution configuration produces tropical cyclones up to category 5 on the Saffir-Simpson scale and a comparison to observations reveals both realistic and unrealistic model behavior. In the absence of extensive model tuning at high resolution, simulation of many of the mean fields analyzed in this study is degraded compared to the tuned lower-resolution public released version of the model.},
doi = {10.1002/2013MS000276},
journal = {Journal of Advances in Modeling Earth Systems},
number = 4,
volume = 6,
place = {United States},
year = {Mon Oct 13 00:00:00 EDT 2014},
month = {Mon Oct 13 00:00:00 EDT 2014}
}
Free Publicly Available Full Text
Publisher's Version of Record
Other availability
Search WorldCat to find libraries that may hold this journal
Cited by: 198 works
Citation information provided by
Web of Science
Web of Science
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Toward a Minimal Representation of Aerosols in Climate Models: Comparative Decomposition of Aerosol Direct, Semidirect, and Indirect Radiative Forcing
journal, October 2012
- Ghan, S. J.; Liu, X.; Easter, R. C.
- Journal of Climate, Vol. 25, Issue 19
Tropical Cyclone Climatology in a Global-Warming Climate as Simulated in a 20 km-Mesh Global Atmospheric Model: Frequency and Wind Intensity Analyses
journal, January 2006
- Oouchi, Kazuyoshi; Yoshimura, Jun; Yoshimura, Hiromasa
- Journal of the Meteorological Society of Japan. Ser. II, Vol. 84, Issue 2
High-resolution simulations of global climate, part 1: present climate
journal, November 2003
- Duffy, P. B.; Govindasamy, B.; Iorio, J. P.
- Climate Dynamics, Vol. 21, Issue 5-6
Tropical cyclones and climate change
journal, February 2010
- Knutson, Thomas R.; McBride, John L.; Chan, Johnny
- Nature Geoscience, Vol. 3, Issue 3
A new dynamical framework of nonhydrostatic global model using the icosahedral grid
journal, June 2004
- Tomita, Hirofumi; Satoh, Masaki
- Fluid Dynamics Research, Vol. 34, Issue 6
How may tropical cyclones change in a warmer climate?
journal, January 2007
- Bengtsson, Lennart; Hodges, Kevin I.; Esch, Monika
- Tellus A: Dynamic Meteorology and Oceanography, Vol. 59, Issue 4
A New Sea Surface Temperature and Sea Ice Boundary Dataset for the Community Atmosphere Model
journal, October 2008
- Hurrell, James W.; Hack, James J.; Shea, Dennis
- Journal of Climate, Vol. 21, Issue 19
Investigating Global Tropical Cyclone Activity with a Hierarchy of AGCMs: The Role of Model Resolution
journal, January 2013
- Strachan, Jane; Vidale, Pier Luigi; Hodges, Kevin
- Journal of Climate, Vol. 26, Issue 1
Assessing the Uncertainty in Tropical Cyclone Simulations in NCAR's Community Atmosphere Model
journal, January 2011
- Reed, Kevin A.; Jablonowski, Christiane
- Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 8
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model
journal, September 1995
- Zhang, G. J.; McFarlane, Norman A.
- Atmosphere-Ocean, Vol. 33, Issue 3
Global Land-Based Datasets for Monitoring Climatic Extremes
journal, July 2013
- Donat, M. G.; Alexander, L. V.; Yang, H.
- Bulletin of the American Meteorological Society, Vol. 94, Issue 7
Towards Direct Simulation of Future Tropical Cyclone Statistics in a High-Resolution Global Atmospheric Model
journal, January 2010
- Wehner, Michael F.; Bala, G.; Duffy, Phillip
- Advances in Meteorology, Vol. 2010
The Dynamical Core, Physical Parameterizations, and Basic Simulation Characteristics of the Atmospheric Component AM3 of the GFDL Global Coupled Model CM3
journal, July 2011
- Donner, Leo J.; Wyman, Bruce L.; Hemler, Richard S.
- Journal of Climate, Vol. 24, Issue 13
Summarizing multiple aspects of model performance in a single diagram
journal, April 2001
- Taylor, Karl E.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D7
Environmental Factors Affecting Tropical Cyclone Power Dissipation
journal, November 2007
- Emanuel, Kerry
- Journal of Climate, Vol. 20, Issue 22
Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations
journal, February 2001
- Huffman, George J.; Adler, Robert F.; Morrissey, Mark M.
- Journal of Hydrometeorology, Vol. 2, Issue 1
Simulation of the Recent Multidecadal Increase of Atlantic Hurricane Activity Using an 18-km-Grid Regional Model
journal, October 2007
- Knutson, Thomas R.; Sirutis, Joseph J.; Garner, Stephen T.
- Bulletin of the American Meteorological Society, Vol. 88, Issue 10
Effects of Convective Momentum Transport on the Atmospheric Circulation in the Community Atmosphere Model, Version 3
journal, April 2008
- Richter, Jadwiga H.; Rasch, Philip J.
- Journal of Climate, Vol. 21, Issue 7
A Scalable Implementation of a Finite-Volume Dynamical Core in the Community Atmosphere Model
journal, August 2005
- Mirin, Arthur A.; Sawyer, William B.
- The International Journal of High Performance Computing Applications, Vol. 19, Issue 3
Adjustment of global gridded precipitation for systematic bias: GLOBAL GRIDDED PRECIPITATION
journal, May 2003
- Adam, Jennifer C.; Lettenmaier, Dennis P.
- Journal of Geophysical Research: Atmospheres, Vol. 108, Issue D9
Global cloud-system-resolving model NICAM successfully simulated the lifecycles of two real tropical cyclones
journal, January 2008
- Fudeyasu, Hironori; Wang, Yuqing; Satoh, Masaki
- Geophysical Research Letters, Vol. 35, Issue 22
The Impact of Convection on ENSO: From a Delayed Oscillator to a Series of Events
journal, November 2008
- Neale, Richard B.; Richter, Jadwiga H.; Jochum, Markus
- Journal of Climate, Vol. 21, Issue 22
Impact of Duration Thresholds on Atlantic Tropical Cyclone Counts
journal, May 2010
- Landsea, Christopher W.; Vecchi, Gabriel A.; Bengtsson, Lennart
- Journal of Climate, Vol. 23, Issue 10
The International Best Track Archive for Climate Stewardship (IBTrACS): Unifying Tropical Cyclone Data
journal, March 2010
- Knapp, Kenneth R.; Kruk, Michael C.; Levinson, David H.
- Bulletin of the American Meteorological Society, Vol. 91, Issue 3
A New Moist Turbulence Parameterization in the Community Atmosphere Model
journal, June 2009
- Bretherton, Christopher S.; Park, Sungsu
- Journal of Climate, Vol. 22, Issue 12
The Influence of Natural Climate Variability on Tropical Cyclones, and Seasonal Forecasts of Tropical Cyclone Activity
book, April 2010
- Camargo, Suzana J.; Sobel, Adam H.; Barnston, Anthony G.
- World Scientific Series on Asia-Pacific Weather and Climate
A “Vertically Lagrangian” Finite-Volume Dynamical Core for Global Models
journal, October 2004
- Lin, Shian-Jiann
- Monthly Weather Review, Vol. 132, Issue 10
Comparison of GPCP Monthly and Daily Precipitation Estimates with High-Latitude Gauge Observations
journal, September 2009
- Bolvin, David T.; Adler, Robert F.; Huffman, George J.
- Journal of Applied Meteorology and Climatology, Vol. 48, Issue 9
Multidimensional Flux-Form Semi-Lagrangian Transport Schemes
journal, September 1996
- Lin, Shian-Jiann; Rood, Richard B.
- Monthly Weather Review, Vol. 124, Issue 9
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I)
journal, January 1999
- Gates, W. Lawrence; Boyle, James S.; Covey, Curt
- Bulletin of the American Meteorological Society, Vol. 80, Issue 1
A prototype two-decade fully-coupled fine-resolution CCSM simulation
journal, January 2011
- McClean, Julie L.; Bader, David C.; Bryan, Frank O.
- Ocean Modelling, Vol. 39, Issue 1-2
Hurricane forecasting with the high-resolution NASA finite volume general circulation model
journal, January 2005
- Atlas, R.
- Geophysical Research Letters, Vol. 32, Issue 3
Global observed changes in daily climate extremes of temperature and precipitation
journal, January 2006
- Alexander, L. V.; Zhang, X.; Peterson, T. C.
- Journal of Geophysical Research, Vol. 111, Issue D5
Increasing destructiveness of tropical cyclones over the past 30 years
journal, July 2005
- Emanuel, Kerry
- Nature, Vol. 436, Issue 7051
Impact of horizontal resolution on climate model forecasts of tropical precipitation and diabatic heating for the TWP-ICE period
journal, January 2010
- Boyle, James; Klein, Stephen A.
- Journal of Geophysical Research, Vol. 115, Issue D23
APHRODITE: Constructing a Long-Term Daily Gridded Precipitation Dataset for Asia Based on a Dense Network of Rain Gauges
journal, September 2012
- Yatagai, Akiyo; Kamiguchi, Kenji; Arakawa, Osamu
- Bulletin of the American Meteorological Society, Vol. 93, Issue 9
An Analytic Vortex Initialization Technique for Idealized Tropical Cyclone Studies in AGCMs
journal, February 2011
- Reed, Kevin A.; Jablonowski, Christiane
- Monthly Weather Review, Vol. 139, Issue 2
Climate model based consensus on the hydrologic impacts of climate change to the Rio Lempa basin of Central America
journal, January 2009
- Maurer, E. P.; Adam, J. C.; Wood, A. W.
- Hydrology and Earth System Sciences, Vol. 13, Issue 2
Impact of horizontal resolution on simulation of precipitation extremes in an aqua-planet version of Community Atmospheric Model (CAM3)
journal, January 2011
- Li, Fuyu; Collins, William D.; Wehner, Michael F.
- Tellus A: Dynamic Meteorology and Oceanography, Vol. 63, Issue 5
Idealized tropical cyclone simulations of intermediate complexity: A test case for AGCMs
journal, February 2012
- Reed, Kevin A.; Jablonowski, Christiane
- Journal of Advances in Modeling Earth Systems, Vol. 4, Issue 2
Simulations of Global Hurricane Climatology, Interannual Variability, and Response to Global Warming Using a 50-km Resolution GCM
journal, December 2009
- Zhao, Ming; Held, Isaac M.; Lin, Shian-Jiann
- Journal of Climate, Vol. 22, Issue 24
Observed coherent changes in climatic extremes during the second half of the twentieth century
journal, January 2002
- Frich, P.; Alexander, Lv; Della-Marta, P.
- Climate Research, Vol. 19
Changes in temperature and precipitation extremes in the CMIP5 ensemble
journal, February 2013
- Kharin, V. V.; Zwiers, F. W.; Zhang, X.
- Climatic Change, Vol. 119, Issue 2
A Unified Representation of Deep Moist Convection in Numerical Modeling of the Atmosphere. Part I
journal, July 2013
- Arakawa, Akio; Wu, Chien-Ming
- Journal of the Atmospheric Sciences, Vol. 70, Issue 7
The 0.125 degree finite-volume general circulation model on the NASA Columbia supercomputer: Preliminary simulations of mesoscale vortices
journal, January 2006
- Shen, B. -W.; Atlas, R.; Chern, J. -D.
- Geophysical Research Letters, Vol. 33, Issue 5
The remarkable predictability of inter-annual variability of Atlantic hurricanes during the past decade: TC SEASONAL PREDICTION WITH GFDL HiRAM
journal, June 2011
- Chen, Jan-Huey; Lin, Shian-Jiann
- Geophysical Research Letters, Vol. 38, Issue 11
A New Two-Moment Bulk Stratiform Cloud Microphysics Scheme in the Community Atmosphere Model, Version 3 (CAM3). Part II: Single-Column and Global Results
journal, August 2008
- Gettelman, A.; Morrison, H.; Ghan, S. J.
- Journal of Climate, Vol. 21, Issue 15
AMIP: The Atmospheric Model Intercomparison Project
journal, December 1992
- Gates, W. Lawrence
- Bulletin of the American Meteorological Society, Vol. 73, Issue 12
A Long-Term Hydrologically Based Dataset of Land Surface Fluxes and States for the Conterminous United States*
journal, November 2002
- Maurer, E. P.; Wood, A. W.; Adam, J. C.
- Journal of Climate, Vol. 15, Issue 22
A Regional Climate Change Assessment Program for North America
journal, September 2009
- Mearns, Linda O.; Gutowski, William; Jones, Richard
- Eos, Transactions American Geophysical Union, Vol. 90, Issue 36
The effect of time steps and time-scales on parametrization suites
journal, August 2012
- Williamson, David L.
- Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 671
Hurricane forecasts with a global mesoscale-resolving model: Preliminary results with Hurricane Katrina (2005)
journal, January 2006
- Shen, B. -W.; Atlas, R.; Reale, O.
- Geophysical Research Letters, Vol. 33, Issue 13
Projection of changes in tropical cyclone activity and cloud height due to greenhouse warming: Global cloud-system-resolving approach: TC CHANGES USING NICAM
journal, April 2010
- Yamada, Yohei; Oouchi, Kazuyoshi; Satoh, Masaki
- Geophysical Research Letters, Vol. 37, Issue 7
The University of Washington Shallow Convection and Moist Turbulence Schemes and Their Impact on Climate Simulations with the Community Atmosphere Model
journal, June 2009
- Park, Sungsu; Bretherton, Christopher S.
- Journal of Climate, Vol. 22, Issue 12
Revisiting the Influence of the Quasi-Biennial Oscillation on Tropical Cyclone Activity
journal, November 2010
- Camargo, Suzana J.; Sobel, Adam H.
- Journal of Climate, Vol. 23, Issue 21
A European daily high-resolution gridded data set of surface temperature and precipitation for 1950–2006
journal, January 2008
- Haylock, M. R.; Hofstra, N.; Klein Tank, A. M. G.
- Journal of Geophysical Research, Vol. 113, Issue D20
The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
journal, February 2007
- Huffman, George J.; Bolvin, David T.; Nelkin, Eric J.
- Journal of Hydrometeorology, Vol. 8, Issue 1
Changes in Temperature and Precipitation Extremes in the IPCC Ensemble of Global Coupled Model Simulations
journal, April 2007
- Kharin, Viatcheslav V.; Zwiers, Francis W.; Zhang, Xuebin
- Journal of Climate, Vol. 20, Issue 8
Very extreme seasonal precipitation in the NARCCAP ensemble: model performance and projections
journal, June 2012
- Wehner, Michael F.
- Climate Dynamics, Vol. 40, Issue 1-2
An Introduction to Statistical Modeling of Extreme Values
journal, November 2002
- Smith, Eric P.
- Technometrics, Vol. 44, Issue 4
Advent of extreme events in predator populations
journal, June 2020
- Chaurasia, Sudhanshu Shekhar; Verma, Umesh Kumar; Sinha, Sudeshna
- Scientific Reports, Vol. 10, Issue 1
How may tropical cyclones change in a warmer climate?
journal, August 2007
- Bengtsson, Lennart; Hodges, Kevin I.; Esch, Monika
- Tellus A
Impact of horizontal resolution on simulation of precipitation extremes in an aqua-planet version of Community Atmospheric Model (CAM3)
journal, October 2011
- Li, Fuyu; Collins, William D.; Wehner, Michael F.
- Tellus A
Global land-based datasets for monitoring climatic extremes
journal, January 2013
- Donat, M. G.; Alexander, L. V.; Yang, H.
- Bulletin of the American Meteorological Society
Climate model based consensus on the hydrologic impacts of climate change to the Rio Lempa basin of Central America
journal, January 2008
- Maurer, E. P.; Adam, J. C.; Wood, A. W.
- Hydrology and Earth System Sciences Discussions, Vol. 5, Issue 6
Revisiting the Influence of the Quasi-Biennial Oscillation on Tropical Cyclone Activity
text, January 2010
- Camargo, Suzana J.; Sobel, Adam H.
- Columbia University
Works referencing / citing this record:
The heated condensation framework as a convective trigger in the NCEP Climate Forecast System version 2: HCF AS A CONVECTIVE TRIGGER IN THE CFSv2
journal, August 2016
- Bombardi, Rodrigo J.; Tawfik, Ahmed B.; Manganello, Julia V.
- Journal of Advances in Modeling Earth Systems, Vol. 8, Issue 3
Representing subgrid convective initiation in the C ommunity E arth S ystem M odel
journal, July 2017
- Tawfik, Ahmed B.; Lawrence, David M.; Dirmeyer, Paul A.
- Journal of Advances in Modeling Earth Systems, Vol. 9, Issue 3
PAGCM: A scalable parallel spectral‐based atmospheric general circulation model
journal, April 2019
- Ren, Xiaoli; Zhao, Juan; Li, Xiaoyong
- Concurrency and Computation: Practice and Experience, Vol. 31, Issue 20
Evaluation of climatological tropical cyclone activity over the western North Pacific in the CORDEX-East Asia multi-RCM simulations
journal, November 2015
- Jin, Chun-Sil; Cha, Dong-Hyun; Lee, Dong-Kyou
- Climate Dynamics, Vol. 47, Issue 3-4
Resolution dependence of the simulated precipitation and diurnal cycle over the Maritime Continent
journal, August 2016
- Li, Yue; Jourdain, Nicolas C.; Taschetto, Andréa S.
- Climate Dynamics, Vol. 48, Issue 11-12
Sensitivity of tropical cyclones to resolution, convection scheme and ocean flux parameterization over Eastern Tropical Pacific and Tropical North Atlantic Oceans in the RegCM4 model
journal, September 2016
- Fuentes-Franco, Ramón; Giorgi, Filippo; Coppola, Erika
- Climate Dynamics, Vol. 49, Issue 1-2
Low fidelity of CORDEX and their driving experiments indicates future climatic uncertainty over Himalayan watersheds of Indus basin
journal, March 2018
- Hasson, Shabeh ul; Böhner, Jürgen; Chishtie, Farrukh
- Climate Dynamics, Vol. 52, Issue 1-2
The effect of convection scheme on tropical cyclones simulations over the CORDEX East Asia domain
journal, August 2018
- Shen, Wenqiang; Song, Jinjie; Liu, Gang
- Climate Dynamics, Vol. 52, Issue 7-8
Seasonal forecasting of western North Pacific tropical cyclone frequency using the North American multi-model ensemble
journal, October 2018
- Zhang, Wei; Villarini, Gabriele
- Climate Dynamics, Vol. 52, Issue 9-10
A comparison of CCSM4 high-resolution and low-resolution predictions for south Florida and southeast United States drought
journal, November 2018
- Infanti, Johnna M.; Kirtman, Ben P.
- Climate Dynamics, Vol. 52, Issue 11
A probabilistic gridded product for daily precipitation extremes over the United States
journal, February 2019
- Risser, Mark D.; Paciorek, Christopher J.; Wehner, Michael F.
- Climate Dynamics, Vol. 53, Issue 5-6
Sensitivity of seasonal flood simulations to regional climate model spatial resolution
journal, May 2019
- Castaneda-Gonzalez, Mariana; Poulin, Annie; Romero-Lopez, Rabindranarth
- Climate Dynamics, Vol. 53, Issue 7-8
North American extreme precipitation events and related large-scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends
journal, September 2019
- Barlow, Mathew; Gutowski, William J.; Gyakum, John R.
- Climate Dynamics, Vol. 53, Issue 11
Performance evaluation of CORDEX-South Asia simulations and future projections of northeast monsoon rainfall over south peninsular India
journal, January 2020
- Sannan, M. C.; Nageswararao, M. M.; Mohanty, U. C.
- Meteorology and Atmospheric Physics, Vol. 132, Issue 5
Projections of future tropical cyclone damage with a high-resolution global climate model
journal, March 2017
- Gettelman, A.; Bresch, D. N.; Chen, C. C.
- Climatic Change, Vol. 146, Issue 3-4
Contrasting the responses of extreme precipitation to changes in surface air and dew point temperatures
journal, March 2019
- Zhang, Wei; Villarini, Gabriele; Wehner, Michael
- Climatic Change, Vol. 154, Issue 1-2
An efficient parallel algorithm for the coupling of global climate models and regional climate models on a large-scale multi-core cluster
journal, May 2018
- Wang, Yuzhu; Jiang, Jinrong; Zhang, Junqiang
- The Journal of Supercomputing, Vol. 74, Issue 8
A Layer‐Averaged Nonhydrostatic Dynamical Framework on an Unstructured Mesh for Global and Regional Atmospheric Modeling: Model Description, Baseline Evaluation, and Sensitivity Exploration
journal, June 2019
- Zhang, Yi; Li, Jian; Yu, Rucong
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 6
Indian Summer Monsoon Simulations: Usefulness of Increasing Horizontal Resolution, Manual Tuning, and Semi-Automatic Tuning in Reducing Present-Day Model Biases
journal, February 2018
- Anand, Abhishek; Mishra, Saroj K.; Sahany, Sandeep
- Scientific Reports, Vol. 8, Issue 1
A quantitative method to decompose SWE differences between regional climate models and reanalysis datasets
journal, November 2019
- Xu, Yun; Jones, Andrew; Rhoades, Alan
- Scientific Reports, Vol. 9, Issue 1
The Tropical Atlantic Observing System
journal, May 2019
- Foltz, G. R.; Brandt, P.; Richter, I.
- Frontiers in Marine Science, Vol. 6
Sensitivity of Nitrate Aerosol Production to Vehicular Emissions in an Urban Street
journal, April 2019
- Kim, Minjoong J.
- Atmosphere, Vol. 10, Issue 4
Tropical cyclones in the GISS ModelE2
journal, July 2016
- Camargo, Suzana J.; Sobel, Adam H.; Delgenio, Anthony D.
- Tellus A: Dynamic Meteorology and Oceanography, Vol. 68, Issue 1
Changes in tropical cyclones under stabilized 1.5 and 2.0 °C global warming scenarios as simulated by the Community Atmospheric Model under the HAPPI protocols
journal, January 2018
- Wehner, Michael F.; Reed, Kevin A.; Loring, Burlen
- Earth System Dynamics, Vol. 9, Issue 1
Atmospheric River Tracking Method Intercomparison Project (ARTMIP): project goals and experimental design
journal, January 2018
- Shields, Christine A.; Rutz, Jonathan J.; Leung, Lai-Yung
- Geoscientific Model Development, Vol. 11, Issue 6
CAM6 simulation of mean and extreme precipitation over Asia: sensitivity to upgraded physical parameterizations and higher horizontal resolution
journal, January 2019
- Lin, Lei; Gettelman, Andrew; Xu, Yangyang
- Geoscientific Model Development, Vol. 12, Issue 8
Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets
journal, January 2019
- Muszynski, Grzegorz; Kashinath, Karthik; Kurlin, Vitaliy
- Geoscientific Model Development, Vol. 12, Issue 2
A reduced-order modeling approach to represent subgrid-scale hydrological dynamics for land-surface simulations: application in a polygonal tundra landscape
journal, January 2014
- Pau, G. S. H.; Bisht, G.; Riley, W. J.
- Geoscientific Model Development, Vol. 7, Issue 5
Mean and extreme precipitation over European river basins better simulated in a 25 km AGCM
journal, January 2018
- Schiemann, Reinhard; Vidale, Pier Luigi; Shaffrey, Len C.
- Hydrology and Earth System Sciences, Vol. 22, Issue 7
Regional grid refinement in an Earth system model: impacts on the simulated Greenland surface mass balance
journal, January 2019
- van Kampenhout, Leonardus; Rhoades, Alan M.; Herrington, Adam R.
- The Cryosphere, Vol. 13, Issue 6
Western North Pacific Tropical Cyclone Model Tracks in Present and Future Climates
text, January 2017
- Nakamura, Jennifer; Camargo, Suzana J.; Sobel, Adam H.
- Columbia University
Control of shortwave radiation parameterization on tropical climate SST-forced simulation
journal, January 2016
- Crétat, Julien; Masson, Sébastien; Berthet, Sarah
- Climate Dynamics, Vol. 47, Issue 5-6
West African Monsoon: current state and future projections in a high-resolution AGCM
journal, November 2018
- Raj, Jerry; Bangalath, Hamza Kunhu; Stenchikov, Georgiy
- Climate Dynamics, Vol. 52, Issue 11
An evaluation of the consistency of extremes in gridded precipitation data sets
journal, January 2019
- Timmermans, Ben; Wehner, Michael; Cooley, Daniel
- Climate Dynamics, Vol. 52, Issue 11
A review on regional convection‐permitting climate modeling: Demonstrations, prospects, and challenges
text, January 2015
- F., Prein, Andreas; Wolfgang, Langhans,; Giorgia, Fosser,
- ETH Zurich
Mean and extreme precipitation over European river basins better simulated in a 25km AGCM
posted_content, January 2018
- Schiemann, Reinhard; Vidale, Pier Luigi; Shaffrey, Len C.
- Hydrology and Earth System Sciences Discussions
Tropical cyclones in the GISS ModelE2
text, January 2016
- Camargo, Suzana J.; Sobel, Adam H.; Del Genio, Anthony D.
- Columbia University