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분위수 회귀분석을 이용한 동아시아 지역 극한기온의 장기 추세 분석 : Long-term Trend Analysis of Extreme Temperatures in East Asia Using Quantile Regression
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- Authors
- Issue Date
- 2018-06
- Publisher
- 한국기후변화학회
- Citation
- 한국기후변화학회지, Vol.9 No.2, pp.157-169
- Abstract
- This study explores the long‐term trends of extreme temperatures of 270 observation stations in East Asia (China, Japan, and Korea) for 1961‐2013. The 5th percentile of daily minimum temperatures (TN05%) and 95th percentile of daily maximum temperatures (TX95%), derived from the quantile regression, are particularly examined in term of their linear and nonlinear trends. The warming trends of TN05% are typically stronger than those of TX95% with more significant trends in winter than in summer for most stations. In both seasons, warming trends of TN05% tend to amplify with latitudes. The nonlinear trends, quantified by the 2nd‐order polynomial fitting, exhibit different structures with seasons. While summer TN05% and TX95% were accelerated in time, winter TN05% underwent weakening of warming since the 2000s. These results suggest that extreme temperature trends in East Asia are not homogeneous in time and space.
- ISSN
- 2093-5919
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Related Researcher
- College of Natural Sciences
- Department of Earth and Environmental Sciences
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