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우리나라 여름철 기온의 계절 예측을 위한 통계 모델 KCI 등재

An Empirical Model Approach for Seasonal Prediction of Summer Temperature in South Korea

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/347703
  • DOIhttps://doi.org/10.14383/cri.2018.13.1.17
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기후연구 (Journal of Climate Research)
건국대학교 기후연구소 (KU Climate Research Institute)
초록

The interannual variability of summer temperature during June-August (JJA) in South Korea was associated with geopotential height averaged in the East Sea (Korea-Japan Index, KJI) and in the subtropical western North Pacific (Western North Pacific Subtropical High Index, WNPSHI). The KJI was coupled with a decaying El Niño one month in advance, while the WNPSHI was influenced by Sea Surface Temperature (SST) anomaly in the western North Pacific and a developing El Niño one to three months ahead. Additionally, the JJA temperature over South Korea was affected by SST anomaly in the western North Pacific in May. Based on these teleconnections, a multivariate regression model using the SST surrogates for the KJI and WNPSHI and an univariate model using an area-averaged May SST were developed to reconstruct the JJA temperature over South Korea. Both of the empirical models reproduced the JJA and monthly temperatures reasonably well. However, when the simulated SSTs from global climate models were used, the multivariate model outperformed the univariate model. Further, for JJA temperature prediction, the multivariate model with 6-month lead SST outstripped one-month lead prediction of global climate models. Therefore, the empirical-dynamical approach can pave a promising way for summer temperature prediction in South Korea.

목차
1. 서론
 2. 자료
  1) 관측 자료
  2) 전지구 기후모델 계절예측 자료
 3. 결과
  1) 우리나라 여름철 기온의 특성
  2) 우리나라 여름철 기온과 동아시아 대규모 순환
  3) 원격상관을 이용한 기온 예측
  4) 역학적 계절 예측을 이용한 기온 예측
 4. 요약 및 결론
 사사
 주
 References
저자
  • 김형진(APEC 기후센터, APEC Climate Center) | Hyung-Jin Kim Correspondence
  • 오상명(강릉원주대학교 대기환경과학과, Department of Atmospheric and Environmental Sciences, Gangneung-Wonju National University) | Sang Myeong Oh
  • 정일웅(강릉원주대학교 대기환경과학과, Department of Atmospheric and Environmental Sciences, Gangneung-Wonju National University) | Il-Ung Chung