CLIMBra - Climate Change Dataset for Brazil

被引:32
作者
Ballarin, Andre Simoes [1 ]
Sone, Jullian Souza [1 ]
Gesualdo, Gabriela Chiquito [1 ]
Schwamback, Dimaghi [1 ]
Reis, Alan [1 ]
Almagro, Andre [2 ]
Wendland, Edson Cezar [1 ]
机构
[1] Univ Sao Paulo, Sao Carlos Sch Engn, Dept Hydraul & Sanitat, CxP 359, BR-13566590 Sao Carlos, SP, Brazil
[2] Univ Fed Mato Grosso do Sul, Fac Engn Architecture & Urbanism & Geog, CxP 549, BR-79070900 Campo Grande, MS, Brazil
基金
巴西圣保罗研究基金会;
关键词
EARTH SYSTEM MODEL; INTERCOMPARISON PROJECT SCENARIOMIP; BIAS CORRECTION; PRECIPITATION; VARIABILITY; SIMULATION; VERSION;
D O I
10.1038/s41597-023-01956-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
General Circulation and Earth System Models are the most advanced tools for investigating climate responses to future scenarios of greenhouse gas emissions, playing the role of projecting the climate throughout the century. Nevertheless, climate projections are model-dependent and may show systematic biases, requiring a bias correction for any further application. Here, we provide a dataset based on an ensemble of 19 bias-corrected CMIP6 climate models projections for the Brazilian territory based on the SSP2-4.5 and SSP5-8.5 scenarios. We used the Quantile Delta Mapping approach to bias-correct daily time-series of precipitation, maximum and minimum temperature, solar net radiation, near-surface wind speed, and relative humidity. The bias-corrected dataset is available for both historical (1980-2013) and future (2015-2100) simulations at a 0.25 degrees x0.25 degrees spatial resolution. Besides the gridded product, we provide area-averaged projections for 735 catchments included in the Catchments Attributes for Brazil (CABra) dataset. The dataset provides important variables commonly used in environmental and hydroclimatological studies, paving the way for the development of high-quality research on climate change impacts in Brazil.
引用
收藏
页数:16
相关论文
共 80 条
[1]   Biases Beyond the Mean in CMIP6 Extreme Precipitation: A Global Investigation [J].
Abdelmoaty, Hebatallah Mohamed ;
Papalexiou, Simon Michael ;
Rajulapati, Chandra Rupa ;
AghaKouchak, Amir .
EARTHS FUTURE, 2021, 9 (10)
[2]   CABra: a novel large-sample dataset for Brazilian catchments [J].
Almagro, Andre ;
Oliveira, Paulo Tarso S. ;
Meira Neto, Antonio Alves ;
Roy, Tirthankar ;
Troch, Peter .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2021, 25 (06) :3105-3135
[3]   Performance evaluation of Eta/HadGEM2-ES and Eta/MIROC5 precipitation simulations over Brazil [J].
Almagro, Andre ;
Oliveira, Paulo Tarso S. ;
Rosolem, Rafael ;
Hagemann, Stefan ;
Nobre, Carlos A. .
ATMOSPHERIC RESEARCH, 2020, 244
[4]   Projected climate change impacts in rainfall erosivity over Brazil [J].
Almagro, Andre ;
Oliveira, Paulo Tarso S. ;
Nearing, Mark A. ;
Hagemann, Stefan .
SCIENTIFIC REPORTS, 2017, 7
[5]   Assessment of CMIP6 Performance and Projected Temperature and Precipitation Changes Over South America [J].
Almazroui, Mansour ;
Ashfaq, Moetasim ;
Islam, M. Nazrul ;
Rashid, Irfan Ur ;
Kamil, Shahzad ;
Abid, Muhammad Adnan ;
O'Brien, Enda ;
Ismail, Muhammad ;
Reboita, Michelle Simoes ;
Sorensson, Anna A. ;
Arias, Paola A. ;
Alves, Lincoln Muniz ;
Tippett, Michael K. ;
Saeed, Sajjad ;
Haarsma, Rein ;
Doblas-Reyes, Francisco J. ;
Saeed, Fahad ;
Kucharski, Fred ;
Nadeem, Imran ;
Silva-Vidal, Yamina ;
Rivera, Juan A. ;
Ehsan, Muhammad Azhar ;
Martinez-Castro, Daniel ;
Munoz, Angel G. ;
Ali, Md. Arfan ;
Coppola, Erika ;
Sylla, Mouhamadou Bamba .
EARTH SYSTEMS AND ENVIRONMENT, 2021, 5 (02) :155-183
[6]   A copula-based drought assessment framework considering global simulation models [J].
Ballarin, Andre S. ;
Barros, Gustavo L. ;
Cabrera, Manoel C. M. ;
Wendland, Edson C. .
JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2021, 38
[7]  
Ballarin AS., 2022, CLIMBRA CLIMATE CHAN, DOI [10.57760/sciencedb.02316, DOI 10.57760/SCIENCEDB.02316]
[8]   Statistical downscaling with the downscaleR package (v3.1.0): contribution to the VALUE intercomparison experiment [J].
Bedia, Joaquin ;
Bano-Medina, Jorge ;
Legasa, Mikel N. ;
Iturbide, Maialen ;
Manzanas, Rodrigo ;
Herrera, Sixto ;
Casanueva, Ana ;
San-Martin, Daniel ;
Cofino, Antonio S. ;
Manuel Gutierrez, Jose .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2020, 13 (03) :1711-1735
[9]   Configuration and spin-up of ACCESS-CM2, the new generation Australian Community Climate and Earth System Simulator Coupled Model [J].
Bi, Daohua ;
Dix, Martin ;
Marsland, Simon ;
O'Farrell, Siobhan ;
Sullivan, Arnold ;
Bodman, Roger ;
Law, Rachel ;
Harman, Ian ;
Srbinovsky, Jhan ;
Rashid, Harun A. ;
Dobrohotoff, Peter ;
Mackallah, Chloe ;
Yan, Hailin ;
Hirst, Anthony ;
Savita, Abhishek ;
Dias, Fabio Boeira ;
Woodhouse, Matthew ;
Fiedler, Russell ;
Heerdegen, Aidan .
JOURNAL OF SOUTHERN HEMISPHERE EARTH SYSTEMS SCIENCE, 2020, 70 (01) :225-251
[10]   Presentation and Evaluation of the IPSL-CM6A-LR Climate Model [J].
Boucher, Olivier ;
Servonnat, Jerome ;
Albright, Anna Lea ;
Aumont, Olivier ;
Balkanski, Yves ;
Bastrikov, Vladislav ;
Bekki, Slimane ;
Bonnet, Remy ;
Bony, Sandrine ;
Bopp, Laurent ;
Braconnot, Pascale ;
Brockmann, Patrick ;
Cadule, Patricia ;
Caubel, Arnaud ;
Cheruy, Frederique ;
Codron, Francis ;
Cozic, Anne ;
Cugnet, David ;
D'Andrea, Fabio ;
Davini, Paolo ;
de Lavergne, Casimir ;
Denvil, Sebastien ;
Deshayes, Julie ;
Devilliers, Marion ;
Ducharne, Agnes ;
Dufresne, Jean-Louis ;
Dupont, Eliott ;
Ethe, Christian ;
Fairhead, Laurent ;
Falletti, Lola ;
Flavoni, Simona ;
Foujols, Marie-Alice ;
Gardoll, Sebastien ;
Gastineau, Guillaume ;
Ghattas, Josefine ;
Grandpeix, Jean-Yves ;
Guenet, Bertrand ;
Guez, Lionel E. ;
Guilyardi, Eric ;
Guimberteau, Matthieu ;
Hauglustaine, Didier ;
Hourdin, Frederic ;
Idelkadi, Abderrahmane ;
Joussaume, Sylvie ;
Kageyama, Masa ;
Khodri, Myriam ;
Krinner, Gerhard ;
Lebas, Nicolas ;
Levavasseur, Guillaume ;
Levy, Claire .
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2020, 12 (07)