NAC2H: The North American Climate Change and Hydroclimatology Data Set

被引:17
作者
Arsenault, Richard [1 ]
Brissette, Francois [1 ]
Chen, Jie [2 ,3 ]
Guo, Qiang [2 ,3 ]
Dallaire, Gabrielle [1 ]
机构
[1] Univ Quebec Montreal, Ecole Technol Super, Montreal, PQ, Canada
[2] Wuhan Univ, State Key Lab Water Resources & Hydropower Engn, Wuhan, Peoples R China
[3] Wuhan Univ, Hubei Key Lab Water Syst Sci Sponge City Construc, Wuhan, Peoples R China
基金
中国国家自然科学基金; 加拿大自然科学与工程研究理事会;
关键词
BIAS CORRECTION; MODEL OUTPUTS; PART; IMPACTS; PRECIPITATION; RUNOFF; TRANSFERABILITY; UNCERTAINTY; TEMPERATURE; VARIABILITY;
D O I
10.1029/2020WR027097
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A data set containing hydrometeorological and hydroclimatological data for 3,540 watersheds in North America is described. The data set contains four main parts: (a) observed hydrometeorological data including daily streamflow observations, precipitation, minimum temperature, and maximum temperature; (b) 20 bias-corrected climate model projections for two Representative Concentration Pathway (RCP) scenarios and five bias correction methods; (c) hydrological model calibration parameters and simulated streamflow for 4 hydrological models, 2 objective functions, and 10 calibration parameter sets for the reference period; and (d) hydrological simulations for each of the combinations of the abovementioned elements of the climate change impact study chain, for a total of 16,000 combinations. The data set also contains simulations and bias-corrected climate for 30-year horizons corresponding to 1.5 degrees C and 2 degrees C temperature increases for a subset of the climate models, for an additional 8,000 combinations. All simulations in the reference period are also provided. Fifty-one precomputed hydrological indices are made available for each simulation. Overall, 2.89 x 10(12) years of simulations are classified, analyzed, compressed, and made available for all researchers. This data set can be used to evaluate the uncertainty of various components in the impact study chain, to establish relationships between catchment properties and hydrological response to climate change, and to evaluate the spatial distribution of hydrological change according to a multitude of hydrological indices.
引用
收藏
页数:18
相关论文
共 53 条
[31]   A Quantitative Hydrological Climate Classification Evaluated With Independent Streamflow Data [J].
Knoben, Wouter J. M. ;
Woods, Ross A. ;
Freer, Jim E. .
WATER RESOURCES RESEARCH, 2018, 54 (07) :5088-5109
[32]   How the performance of hydrological models relates to credibility of projections under climate change [J].
Krysanova, Valentina ;
Donnelly, Chantal ;
Gelfan, Alexander ;
Gerten, Dieter ;
Arheimer, Berit ;
Hattermann, Fred ;
Kundzewicz, Zbigniew W. .
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2018, 63 (05) :696-720
[33]  
Latifovic R., 2012, Remote sensing of land use and land cover: principles and applications, P303, DOI DOI 10.1201/B11964-24
[34]   A spatially comprehensive, hydrometeorological data set for Mexico, the US, and Southern Canada 1950-2013 [J].
Livneh, Ben ;
Bohn, Theodore J. ;
Pierce, David W. ;
Munoz-Arriola, Francisco ;
Nijssen, Bart ;
Vose, Russell ;
Cayan, Daniel R. ;
Brekke, Levi .
SCIENTIFIC DATA, 2015, 2
[35]   Towards process-informed bias correction of climate change simulations [J].
Maraun, Douglas ;
Shepherd, Theodore G. ;
Widmann, Martin ;
Zappa, Giuseppe ;
Walton, Daniel ;
Gutierrez, Jose M. ;
Hagemann, Stefan ;
Richter, Ingo ;
Soares, Pedro M. M. ;
Hall, Alex ;
Mearns, Linda O. .
NATURE CLIMATE CHANGE, 2017, 7 (11) :764-773
[36]   Bias Correction, Quantile Mapping, and Downscaling: Revisiting the Inflation Issue [J].
Maraun, Douglas .
JOURNAL OF CLIMATE, 2013, 26 (06) :2137-2143
[37]  
Martel JL, 2017, INT J ENG EDUC, V33, P1307
[38]   Influence of Rainfall Scenario Construction Methods on Runoff Projections [J].
Mpelasoka, Freddie S. ;
Chiew, Francis H. S. .
JOURNAL OF HYDROMETEOROLOGY, 2009, 10 (05) :1168-1183
[39]   Development of a large-sample watershed-scale hydrometeorological data set for the contiguous USA: data set characteristics and assessment of regional variability in hydrologic model performance [J].
Newman, A. J. ;
Clark, M. P. ;
Sampson, K. ;
Wood, A. ;
Hay, L. E. ;
Bock, A. ;
Viger, R. J. ;
Blodgett, D. ;
Brekke, L. ;
Arnold, J. R. ;
Hopson, T. ;
Duan, Q. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2015, 19 (01) :209-223
[40]   Which potential evapotranspiration input for a lumped rainfall-runoff model?: Part 2 -: Towards a simple and efficient potential evapotranspiration model for rainfall-runoff modelling [J].
Oudin, L ;
Hervieu, F ;
Michel, C ;
Perrin, C ;
Andréassian, V ;
Anctil, F ;
Loumagne, C .
JOURNAL OF HYDROLOGY, 2005, 303 (1-4) :290-306