Impacts of climate change on hydropower generation in China

被引:58
作者
Fan, Jing-Li [1 ,2 ]
Hu, Jia-Wei [2 ]
Zhang, Xian [3 ]
Kong, Ling-Si [2 ]
Li, Fengyu [4 ,5 ]
Mi, Zhifu [6 ]
机构
[1] China Univ Min & Technol, State Key Lab Coal Resources & Safe Min, Beijing 100083, Peoples R China
[2] China Univ Min & Technol, Sch Resources & Safety Engn, Beijing CUMTB, Beijing 100083, Peoples R China
[3] Minist Sci & Technol MOST, Adm Ctr China S Agenda 21 ACCA21, Beijing 100038, Peoples R China
[4] Cent Univ Finance & Econ, Sch Finance, Beijing 100081, Peoples R China
[5] Tilburg Univ, TIAS Sch Business & Soc, NL-5000 LE Tilburg, Netherlands
[6] UCL, Bartlett Sch Construct & Project Management, London WC1E 7HB, England
基金
中国国家自然科学基金;
关键词
Climate change; Hydropower; Degree day; Panel data; China; ENERGY; VULNERABILITY;
D O I
10.1016/j.matcom.2018.01.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Analyzing the impact of climate change on China's hydropower system can make great contribution to understanding the feedback mechanism of the climate change on energy system. In this work, an econometric model for regional hydropower generation is constructed to explore the impact of climate factors on hydropower generation in different regions of China by using the monthly panel data of 28 provinces in China. Further, we also make a prediction for the changes of hydropower generation in China caused by the changes of climatic factors under the three climate change scenarios (RCP2.6, RCP4.5 and RCP8.5) proposed in the Intergovernmental Panel on Climate Change's (IPCC) fifth assessment report. The results show that: (1) At the national level, the influences of climatic factors on hydropower generation are significant, the elasticity coefficients of rainfall, heating degree day (HDD), cooling degree day (CDD) and sunshine duration are 0.081, -0.016, 0.089 and -0.043 respectively. (2) The impacts of climatic factors on the hydropower generation in the northern and southern regions of China are different. The effect of rainfall on the hydropower generation is significant in the southern regions, but not in the northern region. The CDD has a significant effect on both the northern and southern regions, and the latter is greater (0.136%). The impact of HDD on the northern area is significant, while its influence on the southern area is not significant. The influence of sunshine duration is not significant in any region in China. (3) Compared with the year of 2011, the total changes of hydropower output caused by climate factors by 2100 under the RCP8.5, RCP4.5 and RCP2.6 scenarios are 153.29 billion kWh, 67.49 billion kWh and 22.10 billion kWh, respectively. The results imply that the hydropower is sensitive and vulnerable to climate fluctuation, leading to many uncertainties for its development in the future. Finally, some policy implications are proposed for the planning of hydropower in China. (C) 2018 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:4 / 18
页数:15
相关论文
共 40 条
[1]   Climate change impacts on electricity demand in the State of New South Wales, Australia [J].
Ahmed, T. ;
Muttaqi, K. M. ;
Agalgaonkar, A. P. .
APPLIED ENERGY, 2012, 98 :376-383
[2]  
[Anonymous], [No title captured]
[3]  
[Anonymous], [No title captured]
[4]  
[Anonymous], [No title captured]
[5]  
[Anonymous], [No title captured]
[6]  
[Anonymous], [No title captured]
[7]  
[Anonymous], 2015, Third national assessment report on climate change
[8]  
[Anonymous], [No title captured]
[9]  
[Anonymous], [No title captured]
[10]  
[Anonymous], 2016, China Energy Statistical Yearbook 2015