지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2012.12
- 수록면
- 1,309 - 1,317 (9page)
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초록· 키워드
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Stochastic weather generators are commonly used to simulate time series of daily weather, especially precipitation amount. Recently, a generalized linear model (GLM) has been proposed as a convenient approach to fitting these wcather generators. In this paper, a stochastic weather generator is considered to model the time scries of daily precipitation at Seoul in South Korea. As a covariate, global temperature is intioduced to relate long-term temporal scale predictor to short-term temporal prodictands. One of the limitations of stochastic weather generators is a marked tendency to underestimate the observed interannual variance of monthly, seasonal, or annual total precipitation. To reduce this phenomenon, we incorporate time series of seasonal total precipitation in the GLM weather generator as covariates. It is verified that the addition of these covariates does not distort the performance of the weather generator in other respects.
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참고문헌 (17)
참고문헌 신청
1. [단행본] - Benestad, R. E. / 2008 / Empirical-statistical downscaling / World Scientific
2. [학술지(정기간행물)] - Buishand, T. A. / 1978 / Some remarks on the use of daily rainfall model / Journal of Hydrology 47 : 235 ~ 249
3. [학술지(정기간행물)] - Cleveland, W. S. / 1979 / Robust locally-weighted regression and smoothing scatterplots / Journal of the American Statistical Association 74 : 829 ~ 836
4. [학술지(정기간행물)] - Furrer, E. M. / 2007 / Generalized linear modeling approach to stochastic weather genera-tors / Climate Research 34 : 129 ~ 144
5. [학술지(정기간행물)] - Hansen, J. W. / 2001 / Correcting low-frequency variability bias in stochastic weather generators / Agricultural and Forest Meteorology 109 : 297 ~ 310
2. [학술지(정기간행물)] - Buishand, T. A. / 1978 / Some remarks on the use of daily rainfall model / Journal of Hydrology 47 : 235 ~ 249
3. [학술지(정기간행물)] - Cleveland, W. S. / 1979 / Robust locally-weighted regression and smoothing scatterplots / Journal of the American Statistical Association 74 : 829 ~ 836
4. [학술지(정기간행물)] - Furrer, E. M. / 2007 / Generalized linear modeling approach to stochastic weather genera-tors / Climate Research 34 : 129 ~ 144
5. [학술지(정기간행물)] - Hansen, J. W. / 2001 / Correcting low-frequency variability bias in stochastic weather generators / Agricultural and Forest Meteorology 109 : 297 ~ 310
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UCI(KEPA) : I410-ECN-0101-2018-041-001382976