Assessment of CMIP6 Performance and Projected Temperature and Precipitation Changes Over South America

被引:175
作者
Almazroui, Mansour [1 ,2 ]
Ashfaq, Moetasim [3 ]
Islam, M. Nazrul [1 ]
Rashid, Irfan Ur [4 ]
Kamil, Shahzad [4 ]
Abid, Muhammad Adnan [5 ]
O'Brien, Enda [6 ]
Ismail, Muhammad [1 ]
Reboita, Michelle Simoes [7 ]
Sorensson, Anna A. [8 ,9 ,10 ]
Arias, Paola A. [11 ]
Alves, Lincoln Muniz [12 ]
Tippett, Michael K. [13 ]
Saeed, Sajjad [5 ,14 ]
Haarsma, Rein [15 ]
Doblas-Reyes, Francisco J. [16 ,17 ]
Saeed, Fahad [18 ]
Kucharski, Fred [5 ]
Nadeem, Imran [19 ]
Silva-Vidal, Yamina [20 ]
Rivera, Juan A. [21 ,22 ]
Ehsan, Muhammad Azhar [23 ]
Martinez-Castro, Daniel [24 ]
Munoz, Angel G. [23 ]
Ali, Md. Arfan [25 ]
Coppola, Erika [5 ]
Sylla, Mouhamadou Bamba [26 ]
机构
[1] King Abdulaziz Univ, Ctr Excellence Climate Change Res, Dept Meteorol, Jeddah 21589, Saudi Arabia
[2] Univ East Anglia, Climat Res Unit, Sch Environm Sci, Norwich, Norfolk, England
[3] Oak Ridge Natl Lab, Computat Sci & Engn Div, Oak Ridge, TN USA
[4] Pakistan Meteorol Dept, Climate Change Impact & Integrat Cell CIIC, Islamabad, Pakistan
[5] Abdus Salam Int Ctr Theoret Phys ICTP, Earth Syst Phys Sect, Trieste, Italy
[6] Irish Ctr High End Comp, Galway, Ireland
[7] Univ Fed Itajuba, Itajuba, Brazil
[8] Univ Buenos Aires, Fac Ciencias Exactas & Nat, Dept Ciencias Atmosfera & Oceanos, Buenos Aires, DF, Argentina
[9] Univ Buenos Aires, Ctr Invest Mar & Atmosfera CIMA, CONICET, Buenos Aires, DF, Argentina
[10] UBA, CNRS, IRD, CONICET,Inst Franco Argentino Estudio Clima & Sus, Buenos Aires, DF, Argentina
[11] Univ Antioquia, Fac Ingn, Grp Ingn & Gest Ambiental GIGA, Escuela Ambiental, Medellin, Colombia
[12] Inst Nacl Pesquisas Espaciais INPE, Sao Jose De Campos, SP, Brazil
[13] Columbia Univ, Dept Appl Phys & Appl Math, New York, NY USA
[14] Univ Leuven KU Leuven, Dept Earth & Environm Sci, Leuven, Belgium
[15] Royal Netherlands Meteorol Inst KNMI, De Bilt, Netherlands
[16] Inst Catalana Recerca & Estudis Avancats ICREA, Barcelona, Spain
[17] Barcelona Supercomp Ctr BSC, Barcelona, Spain
[18] Climate Analyt, Berlin, Germany
[19] Univ Nat Resources & Life Sci, Inst Meteorol & Climatol, Vienna, Austria
[20] Inst Geofis Peru, Lima, Peru
[21] CCT CONICET Mendoza, Inst Argentino Nivol Glaciol & Ciencias Ambiental, Mendoza, Argentina
[22] Univ Juan Agustin Maza, Mendoza, Argentina
[23] Columbia Univ, Earth Inst, Int Res Inst Climate & Soc IRI, Palisades, NY USA
[24] Inst Nacl Invest Glaciares & Ecosistemas Montana, Huaraz, Ancash, Peru
[25] Nanjing Univ Informat Sci & Technol NUIST, Lab Environm Remote Sensing, Sch Marine Sci SMS, Nanjing 210044, Peoples R China
[26] African Inst Math Sci, Kigali, Rwanda
基金
美国海洋和大气管理局; 巴西圣保罗研究基金会;
关键词
CMIP6; Climate change; Global climate models; South America; RAINFALL EXTREME EVENTS; TIME SCALE INTERACTIONS; LOW-LEVEL JET; REGIONAL CLIMATE; TROPICAL ANDES; DROUGHT; GLACIER; VARIABILITY; INCREASES; SCENARIO;
D O I
10.1007/s41748-021-00233-6
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We evaluate the performance of a large ensemble of Global Climate Models (GCMs) from the Coupled Model Intercomparison Project Phase 6 (CMIP6) over South America for a recent past reference period and examine their projections of twenty-first century precipitation and temperature changes. The future changes are computed for two time slices (2040-2059 and 2080-2099) relative to the reference period (1995-2014) under four Shared Socioeconomic Pathways (SSPs, SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5). The CMIP6 GCMs successfully capture the main climate characteristics across South America. However, they exhibit varying skill in the spatiotemporal distribution of precipitation and temperature at the sub-regional scale, particularly over high latitudes and altitudes. Future precipitation exhibits a decrease over the east of the northern Andes in tropical South America and the southern Andes in Chile and Amazonia, and an increase over southeastern South America and the northern Andes-a result generally consistent with earlier CMIP (3 and 5) projections. However, most of these changes remain within the range of variability of the reference period. In contrast, temperature increases are robust in terms of magnitude even under the SSP1-2.6. Future changes mostly progress monotonically from the weakest to the strongest forcing scenario, and from the mid-century to late-century projection period. There is an increase in the seasonality of the intra-annual precipitation distribution, as the wetter part of the year contributes relatively more to the annual total. Furthermore, an increasingly heavy-tailed precipitation distribution and a rightward shifted temperature distribution provide strong indications of a more intense hydrological cycle as greenhouse gas emissions increase. The relative distance of an individual GCM from the ensemble mean does not substantially vary across different scenarios. We found no clear systematic linkage between model spread about the mean in the reference period and the magnitude of simulated sub-regional climate change in the future period. Overall, these results could be useful for regional climate change impact assessments across South America.
引用
收藏
页码:155 / 183
页数:29
相关论文
共 109 条
[61]   The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6 [J].
O'Neill, Brian C. ;
Tebaldi, Claudia ;
van Vuuren, Detlef P. ;
Eyring, Veronika ;
Friedlingstein, Pierre ;
Hurtt, George ;
Knutti, Reto ;
Kriegler, Elmar ;
Lamarque, Jean-Francois ;
Lowe, Jason ;
Meehl, Gerald A. ;
Moss, Richard ;
Riahi, Keywan ;
Sanderson, Benjamin M. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2016, 9 (09) :3461-3482
[62]   Present-day and future climate over central and South America according to CMIP5/CMIP6 models [J].
Ortega, Geusep ;
Arias, Paola A. ;
Villegas, Juan Camilo ;
Marquet, Pablo A. ;
Nobre, Paulo .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 41 (15) :6713-6735
[63]   Quantitative evaluation of the risk of Vibrio parahaemolyticus through consumption of raw oysters (Crassostrea corteziensis) in Tepic, Mexico, under the RCP2.6 and RCP8.5 climate scenarios at different time horizons [J].
Ortiz-Jimenez, Mario A. .
FOOD RESEARCH INTERNATIONAL, 2018, 111 :111-119
[64]   Observed and Projected Hydroclimate Changes in the Andes [J].
Pabon-Caicedo, Jose Daniel ;
Arias, Paola A. ;
Carril, Andrea F. ;
Espinoza, Jhan Carlo ;
Borrel, Lluis Fita ;
Goubanova, Katerina ;
Lavado-Casimiro, Waldo ;
Masiokas, Mariano ;
Solman, Silvina ;
Villalba, Ricardo .
FRONTIERS IN EARTH SCIENCE, 2020, 8
[65]   Climate change projections of boreal summer precipitation over tropical America by using statistical downscaling from CMIP5 models [J].
Palomino-Lemus, Reiner ;
Cordoba-Machado, Samir ;
Raquel Gamiz-Fortis, Sonia ;
Castro-Diez, Yolanda ;
Jesus Esteban-Parra, Maria .
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (12)
[66]   Summer precipitation projections over northwestern South America from CMIP5 models [J].
Palomino-Lemus, Reiner ;
Cordoba-Machado, Samir ;
Gamiz-Fortis, Sonia Raquel ;
Castro-Diez, Yolanda ;
Esteban-Parra, Maria Jesus .
GLOBAL AND PLANETARY CHANGE, 2015, 131 :11-23
[67]   Implications of CMIP6 Projected Drying Trends for 21st Century Amazonian Drought Risk [J].
Parsons, L. A. .
EARTHS FUTURE, 2020, 8 (10)
[68]   Precipitation variability increases in a warmer climate [J].
Pendergrass, Angeline G. ;
Knutti, Reto ;
Lehner, Flavio ;
Deser, Clara ;
Sanderson, Benjamin M. .
SCIENTIFIC REPORTS, 2017, 7
[69]   Hydrological controls on the biogeochemical dynamics in a Peruvian mangrove forest [J].
Perez, Alexander ;
Gutierrez, Dimitri ;
Saldarriaga, Maritza S. ;
Sanders, Christian J. .
HYDROBIOLOGIA, 2017, 803 (01) :69-86
[70]   Coordinating an operational data distribution network for CMIP6 data [J].
Petrie, Ruth ;
Denvil, Sebastien ;
Ames, Sasha ;
Levavasseur, Guillaume ;
Fiore, Sandro ;
Allen, Chris ;
Antonio, Fabrizio ;
Berger, Katharina ;
Bretonniere, Pierre-Antoine ;
Cinquini, Luca ;
Dart, Eli ;
Dwarakanath, Prashanth ;
Druken, Kelsey ;
Evans, Ben ;
Franchisteguy, Laurent ;
Gardoll, Sebastien ;
Gerbier, Eric ;
Greenslade, Mark ;
Hassell, David ;
Iwi, Alan ;
Juckes, Martin ;
Kindermann, Stephan ;
Lacinski, Lukasz ;
Mirto, Maria ;
Ben Nasser, Atef ;
Nassisi, Paola ;
Nienhouse, Eric ;
Nikonov, Sergey ;
Nuzzo, Alessandra ;
Richards, Clare ;
Ridzwan, Syazwan ;
Rixen, Michel ;
Serradell, Kim ;
Snow, Kate ;
Stephens, Ag ;
Stockhause, Martina ;
Vahlenkamp, Hans ;
Wagner, Rick .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2021, 14 (01) :629-644