@article{ART002844907,
author={박혜빈 and 박정수 and 홍주영},
title={Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia},
journal={Quantitative Bio-Science},
issn={2288-1344},
year={2022},
volume={41},
number={1},
pages={1-7},
doi={10.22283/qbs.2022.41.1.1}
}

TY - JOUR
AU - 박혜빈
AU - 박정수
AU - 홍주영
TI - Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia
T2 - Quantitative Bio-Science
JO - Quantitative Bio-Science
PY - 2022
VL - 41
IS - 1
PB - 자연과학연구소
SP - 1
EP - 7
SN - 2288-1344
AB - So-called reanalysis data are useful for climatic data analysis. However, some reanalysis data, such as APHRODITE (Asia Precipitation Highly Resolved Observational Data Integration Towards Evaluation), have biases in their mean and variance, especially for extreme rainfall. Undeniably, it needs further analysis for improvement. This study applies a multivariate bias- correction method to Korea, southern China, Philippines, and Thailand to realize this improvement. Our focus in this study is the annual maximum daily precipitation (AMP1). After correcting APHRODITE data over grids, we construct a time series of the AMP1 observations for some locations with no observational records by applying the so-called back- interpolation technique. This technique is also used to estimate missing values in the AMP1 series. This method is illustrated in some cities in North Korea and the Philippines.
KW - Barnes interpolation, Climate observations, Covariance matrix, Grid data, Heavy rainfall, Missing vale estimation, Spatial dependency
DO - 10.22283/qbs.2022.41.1.1
ER -

박혜빈, 박정수 and 홍주영. 2022, "Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia", Quantitative Bio-Science, vol.41, no.1 pp.1-7. Available from: doi:10.22283/qbs.2022.41.1.1

박혜빈, 박정수, 홍주영 "Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia" Quantitative Bio-Science 41.1 pp.1-7 (2022) : 1.

박혜빈, 박정수, 홍주영. Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia. 2022; 41(1), 1-7. Available from: doi:10.22283/qbs.2022.41.1.1

박혜빈, 박정수 and 홍주영. "Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia" Quantitative Bio-Science 41, no.1 (2022) : 1-7.doi: 10.22283/qbs.2022.41.1.1

박혜빈; 박정수; 홍주영. Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia. Quantitative Bio-Science, 41(1), 1-7. doi: 10.22283/qbs.2022.41.1.1

박혜빈; 박정수; 홍주영. Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia. Quantitative Bio-Science. 2022; 41(1) 1-7. doi: 10.22283/qbs.2022.41.1.1

박혜빈, 박정수, 홍주영. Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia. 2022; 41(1), 1-7. Available from: doi:10.22283/qbs.2022.41.1.1

박혜빈, 박정수 and 홍주영. "Bias-correction of Reanalysis Data and Missing Value Estimation for Extreme Precipitation Across Asia" Quantitative Bio-Science 41, no.1 (2022) : 1-7.doi: 10.22283/qbs.2022.41.1.1