An analysis of regional climate model performance over the tropical Americas. Part I: simulating seasonal variability of precipitation associated with ENSO forcing

Etienne Tourigny; Colin G. Jones

doi:10.1111/j.1600-0870.2008.00386.x

An analysis of regional climate model performance over the tropical Americas. Part I: simulating seasonal variability of precipitation associated with ENSO forcing

Tellus

Volume 61 (2009): Issue 3

By: Etienne Tourigny and Colin G. Jones

Open Access

|Jan 2009

Aceituno , P. 1988 . On the functioning of the southern oscillation in the South American sector. Part I: Surface climate . Mon. Wea. Rev . 116 , 505 – 524 .
Search in Google Scholar Back to article
Adams , D. K. and Comrie , A. C. 1997 . The North American Monsoon . Bull. Am. MeteoroL Soc . 78 , 2197 – 2213 .
Search in Google Scholar Back to article
Adler , R. F. , Huffman , G. J. , Chang , A. , Ferraro , R. , Xie , P.-P. and co-authors . 2003 . The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present). J. Hydrometeorol . 4 , 1147 - 1167 .
Search in Google Scholar Back to article
Albrecht , B. A. 1981 . Parameterization of trade-cumulus cloud amounts . J. Atmos. Sci . 38 , 97 – 105 .
Search in Google Scholar Back to article
Alexander , M. A. , Blade , I. , Newman , M. , Lanzante , J. R., Lau , N.-C. and co-authors . 2002. The Atmospheric Bridge: the influence of ENSO teleconnections on air-sea interaction over the global oceans. J. Clim . 15 , 2205 - 2231 .
Search in Google Scholar Back to article
Alfaro , E. J. 2002 . Some characteristics of the snnual precipitation cy-cle in Central America and their relationships with its surrounding tropical oceans. Top. MeteoroL Oceanogr 9 , 88 - 103 .
Search in Google Scholar Back to article
Chiang , J. C. H. , Kushnir , Y. and Zebiak , S. E. 2000 . Interdecadal changes in eastern Pacific ITCZ variability and its influence on the Atlantic ITCZ. Geophys. Res. Lett . 27 , 3687 - 3690 .
Search in Google Scholar Back to article
Chou , S. C. , Bustamante , J. F. and Gomes , J. L. 2005 . Evaluation of Eta Model seasonal precipitation forecasts over South America. Nonlinear Processes Geophys . 12 , 537 - 555 .
Search in Google Scholar Back to article
Cuxart , J. , Bougeault , P. and Redelsperger , J.-L. 2000 . A turbulence scheme allowing for mesoscale and large-eddy simulations . Quart. J. R. MeteoroL Soc . 126 , 1 – 30 .
Search in Google Scholar Back to article
Davies , H. C. 1976 . A lateral boundary formulation for multi-level pre-diction models . Quart. J. R. MeteoroL Soc . 102 , 405 – 418 .
Search in Google Scholar Back to article
Deng , A. , Seaman , N. L. and Kain , J. S. 2003 . A shallow-convection parameterization for mesoscale models, part I: submodel description and preliminary applications . J. Atmos. Sci . 60 , 34 – 56 .
Search in Google Scholar Back to article
Enfield , D. B. 1996 . Relationship of inter-American rainfall to tropical Atlantic and Pacific SST variability . Geophys. Res. Lett . 23 , 3305 – 3308 .
Search in Google Scholar Back to article
Enfield , D. B. and Alfaro , E. J. 1999 . The dependence of Caribbean rainfall on the interaction of the tropical Atlantic and Pacific Oceans . J. Clim . 12 , 2093 – 2103 .
Search in Google Scholar Back to article
Enfield , D. B. and Mayer , D. A. 1997 . Tropical Atlantic sea surface tem-perature variability and its relation to El Nifio-Southern Oscillation . J. Geophys. Res . 102 , 929 – 945 .
Search in Google Scholar Back to article
Fernandez , J. P. R. , Franchito , S. H. and Rao , V. B. 2006a . Simulation of the summer circulation over South America by two regional climate models. Part I: Mean climatology . Theor Appl. Climatol . 86 , 247 - 260 .
Search in Google Scholar Back to article
Fernandez , J. P. R. , Franchito , S. H. and Rao , V. B. 2006b . Simulation of the summer circulation over South America by two regional cli-mate models. Part II: A comparison between 1997/1998 El Nino and 1998/1999 La Nina events . Theor. Appl. Climatol . 86 , 261 – 270 .
Search in Google Scholar Back to article
Giannini , A. , Kushnir , Y. and Cane , M. A. 2000 . Interannual variability of Caribbean Rainfall, ENSO, and the Atlantic Ocean . J. Clim . 13 , 297 – 311 .
Search in Google Scholar Back to article
Giannini , A. , Cane , M. A. and Kushnir , Y. 2001a . Interdecadal changes in the ENSO teleconnection to the Caribbean region and the North Atlantic Oscillation . J. Clim . 14 , 2867 – 2879 .
Search in Google Scholar Back to article
Giannini , A. , Chiang , J. C.H., Cane , M. A. , Kushnir , Y. and Seager , R. 2001b . The ENSO teleconnection to the tropical Atlantic Ocean: contributions of the remote and local SSTs to rainfall variability in the tropical Americas . J. Clim . 14 , 4530 - 4544 .
Search in Google Scholar Back to article
Gochis , D. J. , Shuttleworth , W. J. and Yang , Z.-L. 2002 . Sensitivity of the modeled North American Monsoon regional climate to convective parameterization . Mon. Wea. Rev . 130 , 1282 – 1298 .
Search in Google Scholar Back to article
Goddard , L. , Mason , S. J. , Zebiak , S. E. , Ropelewslci , C. , Basher , R. and co-authors . 2001. Current approaches to seasonal to interannual climate predictions. Int. J. Climatol . 21 , 1111 - 1152 .
Search in Google Scholar Back to article
Hernandez , J. L. , Srilcishen , J. , Erickson , D. J. , Oglesby , R. and Irwin , D. 2006 . A regional climate study of Central America using the MM5 modeling system: results and comparison to observations. Int. J. Cli-matol . 26 , 2161 - 2179 .
Search in Google Scholar Back to article
Horel , J. D. and Wallace , J. M. 1981 . Planetary-scale atmospheric phe-nomena associated with the Southern Oscillation. Mon. Wea. Rev . 109 , 813 - 829 .
Search in Google Scholar Back to article
Huffman , G. J. , Adler , R. E , Bolvin , D. T. , Gu , G. , Nelkin , E. J. and co-authors . 2007. The TRMM Multisatellite Precipitation Analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation es-timates at fine scales. J. Hydrometeorol . 8 , 38 - 55 .
Search in Google Scholar Back to article
Jones , C. G. , Witten , U. , Ullerstig , A. and Hansson , U. 2004 . The Rossby Centre Regional Atmospheric Climate Model part I: model climatol-ogy and performance for the present climate over Europe . Ambio 33 , 199 – 210 .
Search in Google Scholar Back to article
Kain , J. S. 2004 . The Kain-Fritsch convective parameterization: an up-date . J. Appl. MeteoroL 43 , 170 – 181 .
Search in Google Scholar Back to article
Kain , J. S. and Fritsch , J. M. 1990 . A one-dimensional entrain-ing/detraining plume model and its application in convective param-eterization . J. Atmos. Sci . 47 , 2784 – 2802 .
Search in Google Scholar Back to article
Kain , J. S. and Fritsch , J. M. 1993 . Convective parameterizations for Mesoscale Models: the Kain-Fritsch scheme. In: The representation of cumulus convection in numerical models, Meteor Monogr. Volume 46. American Meteorological Society, 165 - 170 .
Search in Google Scholar Back to article
Kjellström , E. , Bärring , L. , Gollvilc , S. , Hansson , U. , Jones , C. and co-authors. 2005. A 140-year simulation of European climate with the new version of the Rossby Centre regional atmospheric climate model (RCA3). SMHI Reports Meteorology and Climatology (108). SMHI, SE-60176 Norrkoping, Sweden , 54 pp .
Search in Google Scholar Back to article
Kousky , V. E. , Kagano , M. T. and Cavalcanti , I. 1984 . A review of the Southern Oscillation: oceanic-atmospheric circulation changes and related rainfall anomalies . Tellus A 36A , 490 – 504 .
Search in Google Scholar Back to article
Latif , M. , Anderson , D. , Barnett , T. , Cane , M. , Kleeman , R. and co-authors. 1998 . A review of the predictability and prediction of ENSO. J. Geophys. Res . 103 , 14375 - 14393 .
Search in Google Scholar Back to article
Lenderink , G. and Holtslag , A. A. M. 2004 . An updated length-scale formulation for turbulent mixing in clear and cloudy boundary layers . Quart. J. R. MeteoroL Soc . 130 , 3405 – 3427 .
Search in Google Scholar Back to article
Liebmann , B. and Marengo , J. A. 2001 . Interannual variability of the rainy season and rainfall in the Brazilian Amazon Basin . J. Clim . 14 , 4308 – 4318 .
Search in Google Scholar Back to article
Magañia , V. and Caetano , E. 2005 . Temporal evolution of summer con-vective activity over the Americas warm pools . Geophys. Res. Lett . 32 , L02803 .
Search in Google Scholar Back to article
Magañia , V. , Amador , J. A. and Medina , S. 1999 . The midsummer drought over Mexico and Central America . J. Clim . 12 , 1577 – 1588 .
Search in Google Scholar Back to article
Magañia , V. J., Vázquez , J. L. , Perez , J. L. and Perez , J. B. 2003 . Impact of El Nino on precipitation in Mexico. Geofis. Int . 42 , 313 - 330 .
Search in Google Scholar Back to article
Marengo , J. A. 1992 . Interannual variability of surface climate in the Amazon basin. Int. J. Climatol . 12 , 853 - 863 .
Search in Google Scholar Back to article
Marengo , J. A. and Hastenrath , S. 1993 . Case studies of extreme climatic events in the Amazon Basin . J. Clim . 6 , 617 – 627 .
Search in Google Scholar Back to article
Marengo , J. A. , Liebmann , B. , Kousky , V. E., Filizola , N. P. and Wainer , I. C. 2001 . Onset and end of the rainy season in the Brazilian Amazon Basin. J. Clim . 14 , 833 - 852 .
Search in Google Scholar Back to article
Marengo , J. , Cavalcanti , I. , Satyamurty , P. , Trosnilcov , I. , Nobre , C. and co-authors . 2003. Assessment of regional seasonal rainfall pre-dictability using the CPTEC/COLA atmospheric GCM. Clim. Dyn . 21 , 459 - 475 .
Search in Google Scholar Back to article
Masson , V. , Champeaux , J.-L. , Chauvin , F. , Meriguet , C. and Lacaze , R. 2003 . A global database of land surface parameters at 1-km resolution in meteorological and climate models . J. Clim . 16 , 1261 – 1282 .
Search in Google Scholar Back to article
Mitchell , T. D. and Jones , P. D. 2005 . An improved method of con-structing a database of monthly climate observations and associated high-resolution grids . Int. J. ClimatoL 25 , 693 – 712 .
Search in Google Scholar Back to article
Nobre , P. and Shukla , J. 1996 . Variations of sea surface temperature, wind stress, and rainfall over the tropical Atlantic and South America . J. Clim . 9 , 2464 – 2479 .
Search in Google Scholar Back to article
Onogi , K. , Tsutsui , J. , Koide , H. , Salcamoto , M. , Kobayashi , S. and co-authors. 2007. The JRA-25 reanalysis . J. MeteoroL Soc. Jpn . 85 , 369 - 432 .
Search in Google Scholar Back to article
Palmer , T. N. , Alessandri , A. , Andersen , U. , Cantelaube , P. , Davey , M. and co-authors. 2004. Development of a European multi-model ensemble system for seasonal to inter-annual prediction (DEMETER) . Bull. Am. MeteoroL Soc . 85 , 853 - 872 .
Search in Google Scholar Back to article
Pan , Z. , Talcle , E. , Gutowski , W. and Turner , R. 1999 . Long simulation of Regional Climate as a Sequence of Short Segments . Mon. Wea. Rev . 127 , 308 – 321 .
Search in Google Scholar Back to article
Philander , S. G. 1990 . El Nirio, La Niria, and the Southern Oscillation, International Geophysics Series Volume 46 (eds . R. Dmowska, and J. R. Holton) Academic Press, San Diego , CA .
Search in Google Scholar Back to article
Qian , J.-H. , Seth , A. and Zebiak , S. 2003 . Reinitialized versus continuous simulations for regional climate downscaling . Mon. Wea. Rev . 131 , 2857 – 2874 .
Search in Google Scholar Back to article
Räisänen , P. , Rummukainen , M. and Räisdnen , J. 2000 . Modification of the HIRLAM radiation scheme for use in the Rossby Centre regional Atmospheric Climate model. Report 49, Department of Meteorology, University of Helsinki , 71 pp .
Search in Google Scholar Back to article
Rasch , P. J. and Kristansson , J. E. 1998 . A comparison of the CCM3 model climate using diagnosed and predicted condensate parameter-izations . J. Clim . 11 , 1587 – 1614 .
Search in Google Scholar Back to article
Rauscher , S. A. , Seth , A. , Liebmann , B. , Qian , J.-H. and Camargo , S. J. 2007 . Regional climate model-simulated timing and charac-ter of seasonal rains in South America. Mon. Wea. Rev . 135 , 2642 - 2657 .
Search in Google Scholar Back to article
Ropelewski , C. F. and Halpert , M. S. 1987 . Global and regional scale pre-cipitation patterns associated with the El Nino/Southern Oscillation . Mon. Wea. Rev . 115 , 1606 – 1626 .
Search in Google Scholar Back to article
Ropelewski , C. F. and Halpert , M. S. 1989 . Precipitation patterns asso-ciated with the high index phase of the southern oscillation . J. Clim . 2 , 268 – 284 .
Search in Google Scholar Back to article
Ropelewski , C. F. and Halpert , M. S. 1996 . Quantifying southern oscillation-precipitation relationships . J. Clim . 9 , 1043 – 1059 .
Search in Google Scholar Back to article
Samuelsson , P. , Gollvilc , S. and Ullerstig , A. 2006 . The land-surface scheme of the Rossby Centre regional atmospheric climate model (RCA3). Report in Meteorology 122, SMHL SE-601 76 Norrkiiping, Sweden .
Search in Google Scholar Back to article
Sardeshmulch , P. D. and Hoskins , B. J. 1988 . The generation of global rotational flow by steady idealized tropical divergence . J. Atmos. Sci . 45 , 1228 – 1251 .
Search in Google Scholar Back to article
Sardeshmulch , P. D. , Compo , G. P. and Penland , C . 2000 . Changes of probability associated with El Niiio. J. Clim . 13 , 4268 - 4286 .
Search in Google Scholar Back to article
Savijärvi , H. 1990 . Fast radiation parameterisation schemes for mesoscale and short-range forecast models . J. AppL MeteoroL 29 , 437 – 447 .
Search in Google Scholar Back to article
Seth , A. , Rauscher , S. A. , Camargo , S. J. , Qian , J.-H. and Pal , J. S. 2007 . RegCM3 regional climatologies for South America using reanalysis and ECHAM global model driving fields . Clim. Dyn . 28 , 461 – 380 .
Search in Google Scholar Back to article
Shukla , J. 1998 . Predictability in the midst of chaos: a scientific basis for climate forecasting . Science 282 , 728 – 731 .
Search in Google Scholar Back to article
Shukla , J. , Anderson , J. , Baumhefner , D. , Branlcovic , C. , Chang , Y. and co-authors . 2000. Dynamical seasonal prediction. Bull. Am MeteoroL Soc . 81 , 2593 - 2606 .
Search in Google Scholar Back to article
Simmons , A. , Wallace , J. and Branstator , G. 1983 . Barotropic wave propagation and instability, and atmospheric teleconnection patterns . J. Atmos. Sci . 40 , 1363 – 1392 .
Search in Google Scholar Back to article
Small , R. J. J., de Szoeke , S. P. and Xie , S.-P. 2007. The Central Amer-ican midsummer drought: regional aspects and large-scale forcing. J. Clim . 20 , 4853 - 4873 .
Search in Google Scholar Back to article
Smith , T. M. and Reynolds , R. W. 2004 . Improved extended reconstruc-tion of SST (1854-1997) . J. Clim . 17 , 2466 – 2477 .
Search in Google Scholar Back to article
Sun , L. , Moncunill , D. E , Li , H. , Moura , A. D. , Filho , F. D. A. D. S. and co-authors. 2006 . An operational dynamical downscaling predic-tion system for Nordeste Brazil and the 2002-04 real-time forecast evaluation . J. Clim . 19 , 1990– 2007 .
Search in Google Scholar Back to article
Taylor , M. A. and Alfaro , E. J. 2005 . Climate of Central America and the Caribbean. In: The Encyclopedia of World Climatology (ed. J. E. Oliver ), Springer, Netherlands, 193 - 189 .
Search in Google Scholar Back to article
Taylor , M. A. , Enfield , D. B. and Chen , A. A. 2002 . Influence of the tropical Atlantic versus the tropical Pacific on Caribbean rainfall . J. Geophys. Res . 107 , 3127 .
Search in Google Scholar Back to article
Tourigny , E. and Jones , C. 2009 . An analysis of regional climate model performance over the tropical Americas. Part II: simulating subsea-sonal variability of precipitation associated with ENSO forcing. Tellus A , doi: 10.1111/j.1600-0870.2008.00387.x .
Open DOI Search in Google Scholar Back to article
Uppala , S. M. , Kallberg , P. W. , Simmons , A. J. , Andrae , U. , da Costa Bechtold , V. and co-authors . 2005. The ERA-40 re-analysis. Quart. J. R. Meteorol. Soc . 131 , 2961-301 2 .
Search in Google Scholar Back to article
Wang , H.-J. , Zhang , R.-H. , Cole , J. and Chavez , F. 1999 . El Nifio and the related phenomenon Southern Oscillation (ENS0): the largest signal in interannual climate variation. Proc. Natl. Acad. Sci. USA 96 , 11071 - 11072 .
Search in Google Scholar Back to article
Xie , S.-P. , Miyama , T. , Wang , Y. , Xu , H. , de Szoeke , S. P. and co-authors . 2007. A regional ocean-atmosphere model for eastern pa-cific climate: toward reducing tropical biases. J. Clim . 20 , 1504-152 2 .
Search in Google Scholar Back to article
Xu , K.-M. and Krueger , S. K. 1991 . Evaluation of cloudiness param-eterizations using a cumulus ensemble model. Mon. Wea. Re v . 119 , 342 – 367 .
Search in Google Scholar Back to article
Xu , K.-M. and Randall , D. A. 1996 . A semiempirical cloudiness pa-rameterization for use in climate models. J. Atmos. Sc i . 53 , 3084 – 3102 .
Search in Google Scholar Back to article
Xu , J. , Gao , X. , Shuttleworth , J. , Sorooshian , S. and Small , E. 2004 . Model climatology of the North American Monsoon onset period during 1980-2001 . J. Clim . 17 , 3892 – 3906 .
Search in Google Scholar Back to article

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DOI: https://doi.org/10.1111/j.1600-0870.2008.00386.x | Journal eISSN: 3035-9554

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Language: English

Page range: 323 - 342

Submitted on: Apr 3, 2008

Accepted on: Nov 28, 2008

Published on: Jan 1, 2009

Published by: Stockholm University Press

In partnership with: Paradigm Publishing Services

© 2009 Etienne Tourigny, Colin G. Jones, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 61 (2009): Issue 3