Changes in temperature and rainfall extremes across East Asia in the CMIP5 ensemble

被引:0
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作者
Youngsaeng Lee
Jayeong Paek
Jeong-Soo Park
Kyung-On Boo
机构
[1] Korea Electric Power Corporation,Data Science Lab
[2] Chonnam National University,Department of Statistics
[3] Chonnam National University Hwasun Hospital,Institute for Biomedical Science
[4] National Institute of Meteorological Sciences,undefined
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关键词
Annual maximum daily precipitation; Annual extremes of temperature; Generalized extreme value distribution; Multimodel median; L-moments estimation; Relative change; Taylor diagram;
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摘要
We analyze annual extremes of daily maximum and minimum surface air temperature and of daily rainfall in East Asia and the Korean peninsula. This study made intensive use of the simulation data available from the CMIP5 (Coupled Model Intercomparison Project Phase 5) multimodels in historical and future experiments up to the year 2100, employing three different radiative forcings: RCP2.6, RCP4.5, and RCP8.5 (representative concentration pathways). Several reanalysis datasets are used to compare and evaluate the simulated climate extremes in the late twentieth century. We estimate the future changes in precipitation and temperature extremes in East Asia and Korea, and compare them to the global result, for the reference period 1986–2005. The rising rate of future cold extremes over East Asia and Korea is faster than that of warm extremes. This phenomenon appears more distinctly in Korea as a local scale, indicating more sensitivity of the Korean peninsula to global warming. The increase of the 20-year return level of maximum precipitation in the CMIP5 over East Asia by the end of twenty-first century is about 7% in the RCP2.6, 15% in the RCP4.5, and 35% in the RCP8.5 experiments, which exceed the corresponding global values. We also estimate the changes in precipitation extremes across East Asia as a function of the annual mean temperature variation at the same location. The CMIP5 sensitivity in maximum precipitation across East Asia is 5.5%/∘C, which is lower than the global figure (5.8%/∘C). The sensitivity for the Korean peninsula is 7.38%/∘C, indicating the strong impact of global warming to Korea. The results will be important in mitigating the detrimental effects of variations of climatic extremes and in improving the regional strategy for water resource and eco-environmental management, particularly for such areas in East Asia under significant changes in temperature and rainfall extremes.
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页码:143 / 155
页数:12
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