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  1. No Access

    Article

    Estimation of spatio-temporal extreme distribution using a quantile factor model

    This paper describes the estimation of the extreme spatio-temporal sea surface temperature data based on the quantile factor model implemented by the SNU multiscale team. The proposed method was developed for ...

    Joonpyo Kim, Seoncheol Park, Junhyeon Kwon, Yaeji Lim, Hee-Seok Oh in Extremes (2021)

  2. No Access

    Article

    Prediction of extremal precipitation by quantile regression forests: from SNU Multiscale Team

    This paper considers the problem of spatio-temporal extreme value prediction of precipitation data. This work presents some methods that predict monthly extremes over the next 20 years corresponding to 0.998 q...

    Seoncheol Park, Junhyeon Kwon, Joonpyo Kim, Hee-Seok Oh in Extremes (2018)