Investigating the effects of climate change on future hydrological drought in mountainous basins using SWAT model based on CMIP5 model

被引:10
作者
Samavati, Alireza [1 ]
Babamiri, Omid [2 ]
Rezai, Yousef [3 ]
Heidarimozaffar, Morteza [3 ]
机构
[1] Bu Ali Sina Univ, Fac Engn, Civil Engn, Hamadan, Hamadan, Iran
[2] Bu Ali Sina Univ, Dept Water Sci Engn, Hamadan, Hamadan, Iran
[3] Bu Ali Sina Univ, Fac Engn, Dept Civil Engn, GIS, Hamadan, Hamadan, Iran
关键词
Alvand mountain basin; Climate change; Hydrological drought index; Lars-wg6; Mann-Kendall test; SWAT; LAND-USE CHANGE; WATER-QUALITY; CHANGE IMPACTS; UNCERTAINTY; RIVER; FLOW; SIMULATION; CALIBRATION; STREAMFLOW; RUNOFF;
D O I
10.1007/s00477-022-02319-7
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Since climate change is a major challenge that affects the environment, especially the hydrological flow, this research has used the Soil and Water Assessment Tool (SWAT) to study the climate change effects on the runoff in Alvand mountain basin in Iran. The SWAT model calibration was done based on the SUFI-2 algorithm and the validation results for a 20-year prediction period (2020-2040) showed that the model had high accuracy in simulating the runoffs. CMIP5 models were used to predict the basin's temperature and rainfall (the best scenario was Miroc5) and the results showed that the basin's future climate conditions increase in temperature and decrease in rainfall were appropriate. According to Miroc5 (RCP8.5), the annual runoff in the mentioned period would decrease by 8.36% compared to the past. In a seasonal scale, the largest runoff reduction would be 75% in summer (under the Miroc5 (RCP4.5)), and in a monthly scale, it would be 79% in April increasing dramatically to reach 335% in September (under Miroc5 (RCP8.5)). The trend of the future runoff was investigated using the Mann-Kendall model and the Gresson estimation method. Results showed that there would be no significant trend in the mentioned period and the trend of the future drought intensity would be increasing under all studied scenarios.
引用
收藏
页码:849 / 875
页数:27
相关论文
共 80 条
[1]   A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model [J].
Abbaspour, K. C. ;
Rouholahnejad, E. ;
Vaghefi, S. ;
Srinivasan, R. ;
Yang, H. ;
Klove, B. .
JOURNAL OF HYDROLOGY, 2015, 524 :733-752
[2]   Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT [J].
Abbaspour, Karim C. ;
Yang, Jing ;
Maximov, Ivan ;
Siber, Rosi ;
Bogner, Konrad ;
Mieleitner, Johanna ;
Zobrist, Juerg ;
Srinivasan, Raghavan .
JOURNAL OF HYDROLOGY, 2007, 333 (2-4) :413-430
[3]   Uncertainty Assessment in Drought Severities for the Cheongmicheon Watershed Using Multiple GCMs and the Reliability Ensemble Averaging Method [J].
Abdulai, Patricia Jitta ;
Chung, Eun-Sung .
SUSTAINABILITY, 2019, 11 (16)
[4]   Comparison of the performance of SWAT, IHACRES and artificial neural networks models in rainfall-runoff simulation (case study: Kan watershed, Iran) [J].
Ahmadi, Mehdi ;
Moeini, Abolfazl ;
Ahmadi, Hassan ;
Motamedvaziri, Baharak ;
Zehtabiyan, Gholam Reza .
PHYSICS AND CHEMISTRY OF THE EARTH, 2019, 111 (65-77) :65-77
[5]  
Alansi A W., 2009, Hydrology and Earth System Sciences Discussions, V6, P7581, DOI [10.5194/hessd-6-7581-2009, DOI 10.5194/HESSD-6-7581-2009]
[6]   Coupled SWAT-MODFLOW model for large-scale mixed agro-urban river basins [J].
Aliyari, Fatemeh ;
Bailey, Ryan T. ;
Tasdighi, Ali ;
Dozier, Andre ;
Arabi, Mazdak ;
Zeiler, Kurt .
ENVIRONMENTAL MODELLING & SOFTWARE, 2019, 115 :200-210
[7]   Climate change impact assessment on water resources underRCPscenarios: A case study in Mundau River Basin, Northeastern Brazil [J].
Andrade, Carolyne W. L. ;
Montenegro, Suzana M. G. L. ;
Montenegro, Abelardo A. A. ;
Lima, Jose R. de S. ;
Srinivasan, Raghavan ;
Jones, Charles A. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 41 (S1) :E1045-E1061
[8]   Hydrological simulation in a watershed with predominance of Oxisol in the Upper Grande river region, MG - Brazil [J].
Andrade, Marcio A. ;
de Mello, Carlos R. ;
Beskow, Samuel .
REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL, 2013, 17 (01) :69-76
[9]  
[Anonymous], 1994, SWAT SOIL WATER ASSE, DOI DOI 10.16747/J.CNKI.CN61-1109/TV.2018.06.102
[10]  
[Anonymous], 2014, CLIMATE CHANGE 2014, P151