Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea
Bayesian change-point analysis is applied to detect a change-point in the occurrences of tropical night (TN) days in the 50-year time series data for five major cities in Republic of Korea. A TN day is simply defined as a day when the daily minimum temperature is greater than 25∘C. A Bayesian analys...
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Wiley
2015-01-01
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| Series: | Advances in Meteorology |
| Online Access: | http://dx.doi.org/10.1155/2015/801981 |
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| author | Myoung-Seok Suh Chansoo Kim |
| author_facet | Myoung-Seok Suh Chansoo Kim |
| author_sort | Myoung-Seok Suh |
| collection | DOAJ |
| description | Bayesian change-point analysis is applied to detect a change-point in the occurrences of tropical night (TN) days in the 50-year time series data for five major cities in Republic of Korea. A TN day is simply defined as a day when the daily minimum temperature is greater than 25∘C. A Bayesian analysis is performed for detecting a change-point at an unknown time point in the TN day frequency time series, which is modeled by an independent Poisson random variable. The results showed that a single change occurred around 1993 for three cities (Seoul, Incheon, and Daegu). However, when we excluded the extraordinary year, 1994, a single change occurred around 1993 only in Seoul and Daegu. The average number of TN days in Seoul and Daegu increased significantly, by more than 150%, after the change-point year. The abrupt increase in TN day frequency in two cities over Republic of Korea around 1993 may be related to the significant decadal change in the East Asian summer monsoon around the mid 1990s and to rapid urbanization. |
| format | Article |
| id | doaj-art-41c653c8bb8b4901b046b99a015dc1e7 |
| institution | OA Journals |
| issn | 1687-9309 1687-9317 |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
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| series | Advances in Meteorology |
| spelling | doaj-art-41c653c8bb8b4901b046b99a015dc1e72025-08-20T02:08:24ZengWileyAdvances in Meteorology1687-93091687-93172015-01-01201510.1155/2015/801981801981Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of KoreaMyoung-Seok Suh0Chansoo Kim1Department of Atmospheric Science, Kongju National University, Gongju 314-701, Republic of KoreaDepartment of Applied Mathematics, Kongju National University, Gongju 314-701, Republic of KoreaBayesian change-point analysis is applied to detect a change-point in the occurrences of tropical night (TN) days in the 50-year time series data for five major cities in Republic of Korea. A TN day is simply defined as a day when the daily minimum temperature is greater than 25∘C. A Bayesian analysis is performed for detecting a change-point at an unknown time point in the TN day frequency time series, which is modeled by an independent Poisson random variable. The results showed that a single change occurred around 1993 for three cities (Seoul, Incheon, and Daegu). However, when we excluded the extraordinary year, 1994, a single change occurred around 1993 only in Seoul and Daegu. The average number of TN days in Seoul and Daegu increased significantly, by more than 150%, after the change-point year. The abrupt increase in TN day frequency in two cities over Republic of Korea around 1993 may be related to the significant decadal change in the East Asian summer monsoon around the mid 1990s and to rapid urbanization.http://dx.doi.org/10.1155/2015/801981 |
| spellingShingle | Myoung-Seok Suh Chansoo Kim Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea Advances in Meteorology |
| title | Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea |
| title_full | Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea |
| title_fullStr | Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea |
| title_full_unstemmed | Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea |
| title_short | Change-Point Analysis of Tropical Night Occurrences for Five Major Cities in Republic of Korea |
| title_sort | change point analysis of tropical night occurrences for five major cities in republic of korea |
| url | http://dx.doi.org/10.1155/2015/801981 |
| work_keys_str_mv | AT myoungseoksuh changepointanalysisoftropicalnightoccurrencesforfivemajorcitiesinrepublicofkorea AT chansookim changepointanalysisoftropicalnightoccurrencesforfivemajorcitiesinrepublicofkorea |