46-2대지.3박병익

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1 The Change of Seasonal Trend Appeared in Wintertime Daily Mean Temperature of Seoul, Korea Byong Ik Park* Abstract This study aims to investigate the change of seasonal trend appeared in the daily normals of wintertime daily mean temperature of Seoul for 1941~1970 and 1971~2000 and the factors to affect it. The lowest temperature in wintertime is appeared in the period of the first and second ten-days of January in the daily normals for 1941~1970 and in the third ten-days of January and the first ten-days of February for 1971~2000. This means seasonal trend was changed. This change is due to the fact average temperature from 27 December to 20 January is rising much more than the wintertime mean temperature and average temperature from 21 January to 9 February less than that for two daily normals. This features are notable after The Siberian high and norther wind around the Korean Peninsula are weakened remarkably recently, so mean temperature of Seoul from 27 December to 20 January is warming much more. On the other hand, the Siberian high from 21 January to 9 February is weakened and the Aleutian low is strengthened recently and northerly is not change obviously, so temperature of Seoul is not warming so much. : seasonal trend, change of seasonal trend, Siberian high, Aleutian low (Assistant Professor, Department of Geography Education, Seoul National University), fbipark@snu.ac.kr 152

2 IPCC (Jung et al., 2002) (Rho, 1973; Lee, 1978; Cho et al., 1988; Ryoo et al., 1993; Ha et al., 2004; Seo et al., 2010) (Lee and Kang, 1997; Kim et al., 1999; Kim et al., 2000; Choi et al., 2003; Choi et al., 2003) (Jung et al., 2002; Ryoo et al., 2004; Choi et al., 2008) (Jung et al., 2002; Choi et al., 2008) 1 (seasonal cycle) (annual cycle) 1940 (Thomson, 1995) (Stine et al., 2009) (Thomson, 1995) (Stine et al., 2009) (Stine et al., 2009) (Choi et al., 2006; Kwon et al., (Qian et al., 2011) Lee (Lee, 1979) (Lee, 1979) (Choi et al., 2006)

3 (SLP) 925hPa NCEP/NCAR (reanalysis data) (harmonic analysis) (harmonic wave) (Lee, 1969; Wilks, 2006) n/2 2 kt y t y C k cos n k k=1 n/2 2 kt 2 kt y A k cos B k sin n n k=1 n t 1 2 n y t t y C k k k k A k, B k C k A 2 k B 2 k 1/2 k B k A k tan 1, A k >0 B k A k tan 1, A k <0, A 2 k 0 1 k n/k (Lee, 1969; Murakami and Matsumoto, 1994; Wang and LinHo, 2002) Lee(1979) 3 Choi et al.(2006) 7 Wang and LinHo(2002) (mm/day) ) (Figure 1) 154

4 hPa (v925) 6) SLP v SLP 925hPa Figure Figure 1. Daily normals of daily mean temperature of Seoul for 1941~1970 (thin solid line), 1971~2000 (thick solid line) and synthesized waves of 1~36 harmonics for each daily normal. Thin and thick dashed lines are synthesized waves for normals of 1941~1970 and 1971~2000 respectively. In this paper the synthesized waves are regarded as the seasonal trend. The harmonic waves are computed for 1 years from 1 Aug. to 31 Jul. 155

5 Table 1. Average wintertime (1 Nov.~31 Mar.) warming of daily normals for 1971~2000 with comparison to those for 1941~1970 and major periods with more/less warming than average for 10 stations of Korea. Station Average warming( C) Period with more warming than average Period with less warming than average Gangneung Seoul Incheon Ulleungdo Daegu Jeonju Gwangju Busan Mokpo Jeju Figure 2. Temperature differences between two daily normals (solid line) and synthesized harmonics (dashed line) for 1941~1970 and 1971~2000. Linear solid line denote average of temperature differences of synthesized harmonics for the period from 1 Nov. to 31 Mar. and two linear dashed lines show average 1 standard deviation. Figure 2 Figure (SD) Figure

6 (Pre-period) (Post-period) Table Figure 3 Figure 3 5 Figure 4 Figure Figure Figure 3. Changes of average departure of pre-period (12/27~1/20, Pre_AV) and post-period (1/21~2/9, Post_AV) from the daily normals of 1941~1970 for Seoul. The pre-period and post-period of Seoul are referred to Table 1. Closed circles and squares are Pre_AV and Post_AV respectively. Thin solid line and dashed line are moving averages with 5 term of Pre_AV (Pre_MA5) and Post_AV (Post_MA5) respectively. Thin and thick linear lines are simple regression line of Pre_AV and Post_AV respectively. 157

7 Figure 4. Change of difference of Pre_MA5 and Post_MA5. Closed circle is difference of Pre_MA5 and Post MA5, solid line is moving average with 5 term of the difference, lines with closed square mark are averages of the difference for 1941~1970 (low average) and 1971~2010 (large average). Abbreviations are referred to Figure (Ryoo et al., 2004) (Kang, 1988; Ryoo et al., hPa Figure (Zhang et al., 1997; Kim et al., 2005) 158

8 Figure E N Figure Figure Figure 5. Distributions of the correlation coefficients between the time series of Pre_AV (upper panel) and Post_AV (lower panel) and the corresponding period average of sea level pressure (SLP) for 1949~2010. Negative values are denoted by dotted lines. The subarea in the upper panel is indicated by thick solid line to compute areal average SLP (see Figure 6). 159

9 (Kim et al., 2005) hPa Kim et al.(2005) 2 Kim et al.(2005) Figure 7 925hPa (v925) (Kang, 1988; Ryoo et al., 2002 Figure 6. Time series of the areal averages of pre-period (solid line, Pre_SLP) and post-period (dashed line, Post_SLP) mean SLP and simple regression lines for Pre_SLP (thick dashed line) and Post_SLP (thin dashed line). The target area is denoted in Figure 5 and lower and upper regression line equations are computed for pre_slp and Post_SLP respectively. The regression of Pre_SLP is significant at the 0.05 level. 160

10 Figure E N v v ms ms 1 Figure 7. Same as Figure 5, except for v925 (north-south wind speed at 925hPa surface). 161

11 1970 (Figure 4) hPa 1970 Figure 9 (Figure 9a, c) 1970 (Figure 9b, d) (Kang, 1988; Ryoo et al., 2002 Figure hPa (Figure 10a) 1970 Figure 8. Same as Figure 6, except for v925. The target area is indicated in Figure 7. The regression of Pre_V925 is significant at the 0.01 level. 162

12 (Figure 10b) 1970 (Figure 10a, b) 4hPa 7hPa Figure 9. (a) Long term mean (LTM) SLP and 925hPa wind vector of pre-period for 1949~1970, (b) difference between pre-period LTM and post-period LTM of SLP and wind vector for 1949~1970, (c), (d) same as (a), (b) except for 1971~2000 respectively. Thick solid line denotes the Tibet Plateau. 163

13 Figure 10. Difference between LTMs of SLP and wind vector over 1971~2000 and 1949~1970 for pre-period (a) and post-period (b). Thick solid line denotes the Tibet Plateau. 925hPa hPa

14 925hPa (v925) v925 v hPa ) Lee(1979) 0 5 2) (reanalysis data) NOAA Earth System Research Laboratory Physical Sciences Division(PSD) (download) (Thanks for data) 3) Lee(1979) (Kim and Roh, 2010) (Kim and Roh, 2010 Fig. 11; Lee, 1971, 1985) ) )

15 2010 6) 925hPa 800m 10m Cho, H. M., Cho, C. H., and Chung, K. W., 1988, Air temperature changes due to urbanization in Seoul area, Journal of the Korean Meteorological Society, 24(1), (in Korean). Choi, G. Y., Kwon, W. T., Boo, K. O., and Cha, Y. M., 2008, Recent spatial and temporal changes in means and extreme events of temperature and precipitation across the Republic of Korea, Journal of the Korean Geographical Society, 43, Choi, G. Y., Kwon, W. T., and Robinson, D. A., 2006, Seasonal onset and duration in South Korea, Journal of the Korean Geographical Society, 41, (in Korean). Choi, J. Y., Chung, U., and Yun, J. I., 2003, Urban-effect correction to improve accuracy of spatially interpolated temperature estimates in Korea, Journal of Applied Meteorology, 42, Choi, Y. E., Jung, H. S., Nam, K. Y., and Kwon, W. T., 2003, Adjusting urban bias in the regional mean surface temperature series of South Korea, , International Journal of Climatology, 23, , doi: /joc.881. Ha, K. J., Ha, E. H., Yoo, C. S., and Jeon, E. H., 2004, Temperature trends and extreme climate since 1909 at big four cities of Korea, Journal of the Korean Meteorological Society, 40, 1-16 (in Korean). IPCC (Intergovernmental Panel on Climate Change), 2007, Climate Change 2007: The Physical Science Basis. Contribution of Working Group to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L. (eds.)], Cambridge University Press. Jung, H. S., Choi, Y. E., Oh, J. H., and Lim, G. H., 2002, Recent trends in temperature and precipitation over South Korea, International Journal of Climatology, 22, , doi: /joc Kang, I. S., 1988, Recurrent tropospheric circulation anomalies in the Northern Hemisphere associated with fluctuations of winter-mean temperature in Korea, Journal of the Korean Meteorological Society, 24(2), Kwon, Y. A., Kwon, W. T., and Boo, K. O., 2007, Future projections on the change of onset and duration of natural seasons using A1B data in South Korea, Journal of the Korean Geographical Society, 42, (in Korean). Kim, D. W., Byun, H. R., and Lee, Y. I., 2005, The longterm changes of Siberian high and winter climate over the Northern Hemisphere, Journal of the Korean Meteorological Society, 41, Kim, K. H., Kim, B. J., Oh, J. H., Kwon, W. T., and Baek, H. J., 2000, Detection of urbanization effect in air temperature change of Korea, Journal of the Korean Meteorological Society, 36, (in Korean). Kim, K. Y. and Roh, J. W., 2010, Physical mechanisms of the wintertime surface air temperature variability in South Korea and the near-7-day oscillation, Journal of Climate, 23, , doi: / 2009JCLI Kim, M. K., Kang, I. S., and Kwak, C. H., 1999, The estimation of urban warming amounts due to urbanization in Korea for the recent 40 years, Journal of the Korean Meteorological Society, 35, (in Korean). Lee, B. S., 1969, Harmonic analysis of the temperature distribution in Korea, Journal of the Korean 166

16 Geographical Society, 4(1), (in Korean). Lee, B. S., 1971, On the winter temperature surges in Seoul area, Journal of the Korean Meteorological Society, 7, (in Korean). Lee, B. S., 1979, A study of natural seasons in Korea, Journal of the Korean Geographical Society, 14(2), 1-11 (in Korean). Lee, B. S., 1985, Regular temperature fluctuations and the singularity in winter Seoul, Korea, Journal of the Korean Meteorological Society, 21(1), (in Korean). Lee, C. B., 1978, On the secular variation of air temperature in Seoul, Journal of the Korean Meteorological Society, 14, (in Korean). Lee, M. I. and Kang, I. S., 1997, Temperature variability and warming trend in Korea associated with global warming, Journal of the Korean Meteorological Society, 33, (in Korean). Murakami, T. and Matsumoto, J., 1994, Summer monsoon over the Asian continent and western North Pacific, Journal of the Meteorological Society of Japan, 72, Qian, C., Fu, C., Wu, Z., and Yan, Z., 2011, The role of changes in the annual cycle in earlier onset of climatic spring in northern China, Advances in Atmospheric Sciences, 28, Rho, C. S., 1973, On the rising trend of air temperature in Seoul area, Journal of the Korean Meteorological Society, 9, (in Korean). Ryoo, S. B., Jhun, J. G., Kwon, W. T., and Min, S. K., 2002, Climatological aspects of warm and cold winters in South Korea, Korean Journal of Atmospheric Sciences, 5, Ryoo, S. B., Kwon, W. T., and Jhun, J. G., 2004, Characteristics of wintertime daily and extreme minimum temperature over South Korea, International Journal of Climatology, 24, , doi: /joc.990. Ryoo, S. B., Moon, S. E., and Cho, B. G., 1993, Air temperature change due to urbanization in South Korea, Journal of the Korean Meteorological Society, 29, (in Korean). Seo, Y. W., Lee, S. S., and Ha, K. J., 2010, Changes in tempareture and ralative humidity in three major cities in Korea, Journal of Climate Research, 5, Stine, A. R., Huybers, P., and Fung, I. Y., 2009, Changes in the phase of the annual cycle of surface temperature, Nature, 457, , doi: / nature Thomson, D. J., 1995, The seasons, global temperature, and precession, Science, 268, Wang, B., and LinHo, 2002, Rainy season of the Asian- Pacific summer monsoon, Journal of Climate, 15, Wilks, D. S., 2006, Statistical Methods in the Atmospheric Sciences, 2nd. ed., Academic Press. Zhang, Y., Sperber, K. R., and Boyle, J. S., 1997, Climatology and interannual variation of the East Asian winter monsoon: Results from the NCEP/NCAR reanalysis, Monthly Weather Review, 125, fbipark@snu.ac.kr, Correspondence: Byong Ik Park, Department of Geography Education, College of Education, Seoul National University, Gwanak-ro 599, Gwanak-gu, Seoul, , Korea ( fbipark@snu.ac.kr, phone: ) 167

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