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Abstract:

A new set of CORDEX simulations over South America, together with their coarser-resolution driving Global Climate Models (GCMs) are used to investigate added value of Regional Climate Models (RCMs) in reproducing mean climate conditions over the continent. There are two types of simulations with different lateral boundary conditions: five hindcast simulations use re-analysis as boundary conditions, and five other historical simulations use GCMs outputs. Multi-model ensemble means and individual simulations are evaluated against two or three observation-based gridded datasets for 2-m surface air temperature and total precipitation. The analysis is performed for summer and winter, over a common period from 1990 to 2004. Results indicate that added value of RCMs is dependent on driving fields, surface properties of the area, season and variable considered. A robust added value for RCMs driven by ERA-Interim is obtained in reproducing the summer climatology of surface air temperature over tropical and subtropical latitudes. Mixed results can be seen, however, for summer precipitation climatology in both hindcast and historical experiments. For winter, there is no noticeable improvement by the RCMs for the large-scale precipitation and surface air temperature climatology. To further understand the added value of RCMs, models deviations from observation are decomposed according to different terms that reflect the observational uncertainty, the representativeness error, the interpolation error, and the actual performance of the model. Regions where these errors are not negligible, such as in complex terrain regions, among others, can be identified. There is a clear need for complementary assessment to understand better the real value added by RCMs. © 2018, Springer-Verlag GmbH Germany, part of Springer Nature.

Registro:

Documento: Artículo
Título:Assessment of CORDEX simulations over South America: added value on seasonal climatology and resolution considerations
Autor:Falco, M.; Carril, A.F.; Menéndez, C.G.; Zaninelli, P.G.; Li, L.Z.X.
Filiación:Centro de Investigaciones del Mar y la Atmósfera (CIMA), CONICET-UBA, Ciudad Universitaria, Ciudad Autónoma de Buenos Aires, Int. Guiraldes 2160, Pabellón 2, Piso 2, Buenos Aires, C1428E GA, Argentina
Instituto Franco-Argentino sobre Estudios de Clima y sus Impactos (UMI3351-IFAECI/CNRS-CONICET-UBA), Buenos Aires, Argentina
Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina
Laboratoire de Météorologie Dynamique (LMD), CNRS, Sorbonne Université, École Normale Supérieure, École Polytechnique, Paris, France
Facultad de Ciencias Astronómicas y Geofísicas, Universidad Nacional de La Plata, La Plata, Buenos Aires, Argentina
Palabras clave:Added value; CORDEX; Model assessment; Seasonal climatology; South America
Año:2019
Volumen:52
Número:7-8
Página de inicio:4771
Página de fin:4786
DOI: http://dx.doi.org/10.1007/s00382-018-4412-z
Título revista:Climate Dynamics
Título revista abreviado:Clim. Dyn.
ISSN:09307575
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09307575_v52_n7-8_p4771_Falco

Referencias:

  • Boulanger, J., Carril, A., Sanchez, E., CLARIS-La Plata Basin: regional hydroclimate variability, uncertainties and climate change scenarios (2016) Clim Res, 68 (2-3), pp. 93-94
  • Carril, A., Cavalcanti, I., Menéndez, C., Sörensson, A., López-Franca, N., Rivera, J., Robledo, F., Zamboni, L., Extreme events in the La Plata basin: a retrospective analysis of what we have learned during CLARIS-LPB project (2016) Clim Res, 68 (2-3), pp. 95-116
  • Carril, A.F., Menéndez, C.G., Remedio, A.R.C., Robledo, F., Sörensson, A., Tencer, B., Boulanger, J.-P., Zaninelli, P., Performance of a multi-RCM ensemble for South Eastern South America (2012) Clim Dyn, 39 (12), pp. 2747-2768
  • Chylek, P., Li, J., Dubey, M.K., Wang, M., Lesins, G., Observed and model simulated 20th century Arctic temperature variability: Canadian Earth System Model CanESM2 (2011) Atmos Chem Phys Discuss, 11 (8), pp. 22893-22907
  • Collins, W.J., Bellouin, N., Doutriaux-Boucher, M., Gedney, N., Halloran, P., Hinton, T., Hughes, J., Woodward, S., Geoscientific model development development and evaluation of an Earth-system model HadGEM2 (2011) Geosci Model Dev, 4, pp. 1051-1075
  • Coppola, E., Giorgi, F., Raffaele, F., Fuentes-Franco, R., Giuliani, G., LLopart-Pereira, M., Mamgain, A., Torma, C., Present and future climatologies in the phase I CREMA experiment (2014) Clim Change, 125 (1), pp. 23-38
  • da Rocha, R.P., Reboita, M.S., Dutra, L.M.M., Llopart, M.P., Coppola, E., Interannual variability associated with ENSO: present and future climate projections of RegCM4 for South America-CORDEX domain (2014) Clim Change, 125 (1), pp. 95-109
  • De Haan, L.L., Kanamitsu, M., De Sales, F., Sun, L., An evaluation of the seasonal added value of downscaling over the United States using new verification measures (2014) Theor Appl Climatol, 122 (1-2), pp. 47-57
  • De Sales, F., Xue, Y., Assessing the dynamic-downscaling ability over South America using the intensity-scale verification technique (2011) Int J Climatol, 31 (8), pp. 1205-1221
  • Dee, D.P., Uppala, S.M., Simmons, A.J., Berrisford, P., Poli, P., Kobayashi, S., Andrae, U., Vitart, F., The ERA-Interim reanalysis: configuration and performance of the data assimilation system (2011) Q J R Meteorol Soci, 137 (656), pp. 553-597
  • Denis, B., Côté, J., Laprise, R., Olume, V., Spectral decomposition of two-dimensional atmospheric fields on limited-area domains using the discrete cosine transform (DCT) (2002) Mon Weather Rev, 130 (7), pp. 1812-1829
  • Di Luca, A., de Elía, R., Laprise, R., Potential for added value in precipitation simulated by high-resolution nested Regional Climate Models and observations (2012) Clim Dyn, 38 (5-6), pp. 1229-1247
  • Di Luca, A., de Elía, R., Laprise, R., Challenges in the quest for added value of regional climate dynamical downscaling (2015) Curr Clim Change Rep, 1 (1), pp. 10-21
  • Feser, F., Enhanced detectability of added value in limited-area model results separated into different spatial scales (2006) Mon Weather Rev, 134 (8), pp. 2180-2190
  • Feser, F., Rockel, B., von Storch, H., Winterfeldt, J., Zahn, M., Regional climate models add value to global model data: a review and selected examples (2011) Bull Am Meteorol Soc, 92 (9), pp. 1181-1192
  • Feser, F., von Storch, H., A spatial two-dimensional discrete filter for limited-area-model evaluation purposes (2005) Mon Weather Rev, 133 (6), pp. 1774-1786
  • Fotso-Nguemo, T.C., Vondou, D.A., Pokam, W.M., Djomou, Z.Y., Diallo, I., Haensler, A., Tchotchou, L.A.D., Tchawoua, C., On the added value of the regional climate model REMO in the assessment of climate change signal over Central Africa (2017) Clim Dyn, 49 (11-12), pp. 3813-3838
  • Gao, X., Xu, Y., Zhao, Z., Pal, J.S., Giorgi, F., On the role of resolution and topography in the simulation of East Asia precipitation (2006) Theor Appl Climatol, 86 (1-4), pp. 173-185
  • Garreaud, R.D., Vuille, M., Compagnucci, R., Marengo, J., Present-day South American climate (2009) Palaeogeogr Palaeoclimatol Palaeoecol, 281 (3-4), pp. 180-195
  • Gilleland, E., Ahijevych, D., Brown, B.G., Casati, B., Ebert, E.E., Gilleland, E., Ahijevych, D., Ebert, E.E., Intercomparison of spatial forecast verification methods (2009) Weather Forecast, 24 (5), pp. 1416-1430
  • Giorgi, F., Dependence of the surface climate interannual variability on spatial scale (2002) Geophys Res Lett, 29 (23), p. 2101
  • Giorgi, F., Coppola, E., Raffaele, F., Diro, G.T., Fuentes-Franco, R., Giuliani, G., Mamgain, A., Torma, C., Changes in extremes and hydroclimatic regimes in the CREMA ensemble projections (2014) Clim Change, 125 (1), pp. 39-51
  • Giorgi, F., Coppola, E., Solmon, F., Mariotti, L., Sylla, M., Bi, X., Elguindi, N., Brankovic, C., RegCM4: model description and preliminary tests over multiple CORDEX domains (2012) Clim Res, 52, pp. 7-29
  • Giorgi, F., Gutowski, W.J., Regional dynamical downscaling and the CORDEX initiative (2015) Annu Rev Environ Resour, 40 (1), pp. 467-490
  • Gordon, C., Cooper, C., Senior, C.A., Banks, H., Gregory, J.M., Johns, T.C., Mitchell, J.F.B., Wood, R.A., The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments (2000) Clim Dyn, 16 (2-3), pp. 147-168
  • Gulizia, C., Camilloni, I., Doyle, M., Identification of the principal patterns of summer moisture transport in South America and their representation by WCRP/CMIP3 global climate models (2013) Theor Appl Climatol, 112 (1-2), pp. 227-241
  • Hazeleger, W., Severijns, C., Semmler, T., Ştefănescu, S., Yang, S., Wang, X., Wyser, K., Baldasano, J.M., EC-Earth: a seamless earth-system prediction approach in action (2010) Bull Am Meteorol Soc, 91 (10), pp. 1357-1363
  • Hourdin, F., Grandpeix, J.-Y., Rio, C., Bony, S., Jam, A., Cheruy, F., Rochetin, N., Roehrig, R., LMDZ5B: the atmospheric component of the IPSL climate model with revisited parameterizations for clouds and convection (2012) Clim Dyn, 40 (9-10), pp. 2193-2222
  • Hourdin, F., Musat, I., Bony, S., Braconnot, P., Codron, F., Dufresne, J.-L., Fairhead, L., Lott, F., The LMDZ4 general circulation model: climate performance and sensitivity to parametrized physics with emphasis on tropical convection (2006) Clim Dyn, 27 (7-8), pp. 787-813
  • Stocker, T.F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S.K., Boschung, J., Nauels, A., Xia, Y., Climate change 2013: the physical science basis (2013) Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change, p. 1535. , (eds), Cambridge University Press, Cambridge
  • Jacob, D., Elizalde, A., Haensler, A., Hagemann, S., Kumar, P., Podzun, R., Rechid, D., Wilhelm, C., Assessing the Transferability of the regional climate model REMO to different coordinated regional climate downscaling experiment (CORDEX) regions (2012) Atmosphere, 3 (4), pp. 181-199
  • Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Joseph, D., The NCEP/NCAR 40-year reanalysis project (1996) Bull Am Meteorol Soc, 77 (3), pp. 437-471
  • Kanamitsu, M., DeHaan, L., The added value index: a new metric to quantify the added value of regional models (2011) J Geophys Res, 116 (D11), p. D11106
  • Karmacharya, J., New, M., Jones, R., Levine, R., Added value of a high-resolution regional climate model in simulation of intraseasonal variability of the South Asian summer monsoon (2016) Int J Climatol, 37, pp. 1100-1116
  • Kerkhoff, C., Künsch, H.R., Schär, C., Assessment of bias assumptions for climate models (2014) J Clim, 27 (17), pp. 6799-6818
  • Kupiainen, M., Jansson, C., Samuelsson, P., Jones, C., (2014) Rossby Centre Regional Atmospheric Model, RCA4, , Rossby Center News Letter
  • Laprise, R., Regional climate modelling (2008) J Comput Phys, 227 (7), pp. 3641-3666
  • Lenz, C.-J., Früh, B., Adalatpanah, F.D., Is there potential added value in COS-MOCLM forced by ERA reanalysis data? (2017) Clim Dyn, 49 (11-12), pp. 4061-4074
  • Llopart, M., Coppola, E., Giorgi, F., da Rocha, R.P., Cuadra, S.V., Climate change impact on precipitation for the Amazon and La Plata basins (2014) Clim Change, 125 (1), pp. 111-125
  • López-Franca, N., Zaninelli, P., Carril, A., Menéndez, C., Sánchez, E., Changes in temperature extremes for 21st century scenarios over South America derived from a multi-model ensemble of regional climate models (2016) Clim Res, 68 (2-3), pp. 151-167
  • Lucas-Picher, P., Laprise, R., Winger, K., Evidence of added value in North American regional climate model hindcast simulations using ever-increasing horizontal resolutions (2016) Clim Dyn, 48, pp. 1-23
  • Marengo, J., Ambrizzi, T., da Rocha, R.P., Alves, L.M., Cuadra, S.V., Valverde, M.C., Torres, R.R., Ferraz, S.E.T., Future change of climate in South America in the late twenty-first century: intercomparison of scenarios from three regional climate models (2009) Clim Dyn, 35 (6), pp. 1073-1097
  • Meehl, G.A., Covey, C., Taylor, K.E., Delworth, T., Stouffer, R.J., Latif, M., McAvaney, B., Mitchell, J.F.B., THE WCRP CMIP3 multimodel dataset: a new era in climate change research (2007) Bull Am Meteorol Soc, 88 (9), pp. 1383-1394
  • Menéndez, C., Zaninelli, P., Carril, A., Sánchez, E., Hydrological cycle, temperature, and land surface-atmosphere interaction in the La Plata Basin during summer: response to climate change (2016) Clim Res, 68 (2-3), pp. 231-241
  • Menéndez, C.G., de Castro, M., Sorensson, A., Boulanger, J.P., CLARIS project: towards climate downscaling in South America (2010) Meteorologische Zeitschrift, 19 (4), pp. 357-362
  • Mishra, S.K., Sahany, S., Salunke, P., CMIP5 vs. CORDEX over the Indian region: how much do we benefit from dynamical downscaling? (2017) Theor Appl Climatol, 133, pp. 1-9
  • (2006), 2-minute Gridded Global Relief Data (ETOPO2) v2; Nikulin, G., Jones, C., Giorgi, F., Asrar, G., Büchner, M., Cerezo-Mota, R., Christensen, O.B., Sushama, L., Precipitation climatology in an ensemble of CORDEX-Africa regional climate simulations (2012) J Clim, 25 (18), pp. 6057-6078
  • Prein, A.F., Gobiet, A., Truhetz, H., Keuler, K., Goergen, K., Teichmann, C., Fox Maule, C., Jacob, D., Precipitation in the EURO-CORDEX 0. 11 ∘ and 0. 44 ∘ simulations: high resolution, high benefits? (2016) Clim Dyn, 46 (1-2), pp. 383-412
  • Prömmel, K., Geyer, B., Jones, J.M., Widmann, M., Evaluation of the skill and added value of a reanalysis-driven regional simulation for Alpine temperature (2010) Int J Climatol, 30 (5), pp. 760-773
  • Rinke, A., Dethloff, K., Cassano, J.J., Christensen, J.H., Curry, J.A., Du, P., Girard, E., Žagar, M., Evaluation of an ensemble of Arctic regional climate models: spatiotemporal fields during the SHEBA year (2006) Clim Dyn, 26 (5), pp. 459-472
  • Roads, J., Chen, S., Cocke, S., Druyan, L., Fulakeza, M., LaRow, T., Lonergan, P., Zebiak, S., International Research Institute/Applied Research Centers (IRI/ARCs) regional model intercomparison over South America (2003) J Geophys Res, 108 (D14), p. 4425
  • Rummukainen, M., Added value in regional climate modeling (2016) Wiley Interdiscip Rev Clim Change, 7 (1), pp. 145-159
  • Rusticucci, M., Marengo, J., Penalba, O., Renom, M., An intercomparison of model-simulated in extreme rainfall and temperature events during the last half of the twentieth century. Part 1: mean values and variability (2010) Clim Change, 98 (3-4), pp. 493-508
  • Sanabria, A.L., Carril, A.F., Maps of wind hazard over South Eastern South America considering climate change (2018) Clim Change, 148, pp. 1-13
  • Sánchez, E., Solman, S., Remedio, A.R.C., Berbery, H., Samuelsson, P., Da Rocha, R.P., Mourão, C., Jacob, D., Regional climate modelling in CLARIS-LPB: a concerted approach towards twentyfirst century projections of regional temperature and precipitation over South America (2015) Clim Dyn, 45 (7-8), pp. 2193-2212
  • Seth, A., Rauscher, S., Camargo, S.J., Qian, J.-H., Pal, J.S., RegCM3 regional climatologies for South America using reanalysis and ECHAM global model driving fields (2007) Clim Dyn, 28 (5), pp. 461-480
  • Silvestri, G., Vera, C., Evaluation of the WCRP-CMIP3 model simulations in the La Plata basin (2008) Meteorol Appl, 15 (4), pp. 497-502
  • Skamarock, W.C., Klemp, J.B., Dudhia, J., Gill, D.O., Barker, D.M., Wang, W., Powers, J., (2005) A description of the advanced research WRF version 2 ​(No. NCAR/TN-468+ STR)., , National Center For Atmospheric Research Boulder Co Mesoscale and Microscale Meteorology Division
  • Solman, S.A., Systematic temperature and precipitation biases in the CLARIS-LPB ensemble simulations over South America and possible implications for climate projections (2016) Clim Res, 68 (2-3), pp. 117-136
  • Solman, S.A., Sanchez, E., Samuelsson, P., da Rocha, R.P., Li, L., Marengo, J., Pessacg, N.L., Jacob, D., Evaluation of an ensemble of regional climate model simulations over South America driven by the ERA-Interim reanalysis: model performance and uncertainties (2013) Clim Dyn, 41 (5-6), pp. 1139-1157
  • Stevens, B., Giorgetta, M., Esch, M., Mauritsen, T., Crueger, T., Rast, S., Salzmann, M., Roeckner, E., Atmospheric component of the MPI-M Earth System Model: ECHAM6 (2013) J Adv Model Earth Syst, 5 (2), pp. 146-172
  • Taylor, K.E., Summarizing multiple aspects of model performance in a single diagram (2001) J Geophys Res Atmos, 106 (D7), pp. 7183-7192
  • Taylor, K.E., Stouffer, R.J., Meehl, G.A., Taylor, K.E., Stouffer, R.J., Meehl, G.A., An overview of CMIP5 and the experiment design (2012) Bull Am Meteorol Soc, 93 (4), pp. 485-498
  • Torma, C., Giorgi, F., Coppola, E., Added value of regional climate modeling over areas characterized by complex terrain-Precipitation over the Alps (2015) J Geophys Res Atmos, 120 (9), pp. 3957-3972
  • Veljovic, K., Rajkovic, B., Fennessy, M.J., Altshuler, E.L., Mesinger, F., Regional climate modeling: should one attempt improving on the large scales? Lateral boundary condition scheme: any impact? (2010) Meteorologische Zeitschrift, 19 (3), pp. 237-246
  • Wang, J., Swati, F.N.U., Stein, M.L., Kotamarthi, V.R., Model performance in spatiotemporal patterns of precipitation: new methods for identifying value added by a regional climate model (2015) J Geophys Res Atmos, 120 (4), pp. 1239-1259
  • Zaninelli, P.G., Carril, A.F., Menéndez, C.G., Explorando temperaturas máximas y mínimas en diferentes reanálisis. Parte 1: campos medios estacionales (2015) Meteorologica, 40 (1), pp. 43-58
  • Zaninelli, P.G., Menéndez, C.G., Falco, M., López-Franca, N., Carril, A.F., Future hydroclimatological changes in South America based on an ensemble of regional climate models (2018) Clim Dyn, 2018, pp. 1-2
  • Zazulie, N., Rusticucci, M., Raga, G.B., Regional climate of the subtropical central Andes using high-resolution CMIP5 modelspart I: past performance (1980–2005) (2017) Clim Dyn, 49 (11-12), pp. 3937-3957

Citas:

---------- APA ----------
Falco, M., Carril, A.F., Menéndez, C.G., Zaninelli, P.G. & Li, L.Z.X. (2019) . Assessment of CORDEX simulations over South America: added value on seasonal climatology and resolution considerations. Climate Dynamics, 52(7-8), 4771-4786.
http://dx.doi.org/10.1007/s00382-018-4412-z
---------- CHICAGO ----------
Falco, M., Carril, A.F., Menéndez, C.G., Zaninelli, P.G., Li, L.Z.X. "Assessment of CORDEX simulations over South America: added value on seasonal climatology and resolution considerations" . Climate Dynamics 52, no. 7-8 (2019) : 4771-4786.
http://dx.doi.org/10.1007/s00382-018-4412-z
---------- MLA ----------
Falco, M., Carril, A.F., Menéndez, C.G., Zaninelli, P.G., Li, L.Z.X. "Assessment of CORDEX simulations over South America: added value on seasonal climatology and resolution considerations" . Climate Dynamics, vol. 52, no. 7-8, 2019, pp. 4771-4786.
http://dx.doi.org/10.1007/s00382-018-4412-z
---------- VANCOUVER ----------
Falco, M., Carril, A.F., Menéndez, C.G., Zaninelli, P.G., Li, L.Z.X. Assessment of CORDEX simulations over South America: added value on seasonal climatology and resolution considerations. Clim. Dyn. 2019;52(7-8):4771-4786.
http://dx.doi.org/10.1007/s00382-018-4412-z