Statistical modelling of extreme values was used to detect potential changes in extreme rainfall in the Philippines and to investigate whether such changes are associated with the rising near-surface global mean temperature and the El Nino-Southern Oscillation (ENSO). The generalized extreme value distribution was formulated to its stationary and non-stationary forms, and then was fitted by the maximum likelihood method to the series of daily rainfall annual maxima (RX1day) spanning 100 years (1911-2010) at 23 meteorological stations across the country. Subsequently, statistically significant changes in extreme rainfall in the country were detected; such changes were further linked to the near-surface global mean temperature and ENSO. Specifically, the study has revealed a country-averaged increase in the median intensity of extreme rainfall by about 4.3% degrees C-1 rise in the near-surface global mean temperature. Furthermore, a seasonal influence of ENSO on extreme rainfall in the Philippines has been shown. In particular, the stations located in the northwest section of the country, where 75-100% of the RX1day occurred in the summer monsoon season (July-September) during the entire period of 1911-2010, showed an average increase in the median intensity of extreme rainfall by about 6.5% degrees C-1 increase in the ENSO index. These findings imply a potential intensification and increase in the occurrence of extreme rainfall into the future as the global mean temperature continues to rise, and such trends should be considered in adaptation strategies to minimize the disasters caused by extreme rainfall events in the Philippines.
机构:
Univ New S Wales, Climate Change Res Ctr, Sydney, NSW, Australia
Univ New S Wales, ARC Ctr Excellence Climate Syst Sci, Sydney, NSW, AustraliaPohang Univ Sci & Technol, Sch Environm Sci & Engn, Pohang 790784, Gyeongbuk, South Korea
Alexander, Lisa V.
Donat, Markus G.
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Univ New S Wales, Climate Change Res Ctr, Sydney, NSW, Australia
Univ New S Wales, ARC Ctr Excellence Climate Syst Sci, Sydney, NSW, AustraliaPohang Univ Sci & Technol, Sch Environm Sci & Engn, Pohang 790784, Gyeongbuk, South Korea
机构:
Publ Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, JapanPubl Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, Japan
Ushiyama, Tomoki
Hasegawa, Akira
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Publ Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, JapanPubl Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, Japan
Hasegawa, Akira
Miyamoto, Mamoru
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Publ Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, JapanPubl Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, Japan
Miyamoto, Mamoru
Iwami, Yoichi
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Publ Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, JapanPubl Works Res Inst, Int Ctr Water Hazard & Risk Management, Tsukuba, Ibaraki, Japan
Iwami, Yoichi
HYDROLOGICAL RESEARCH LETTERS,
2016,
10
(03):
: 106
-
112
机构:
Meteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania
VisualFlow, Aurel Vlaicu 140, Bucharest 020099, RomaniaMeteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania
Nita, Ion -Andrei
Sfica, Lucian
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Alexandru Ioan Cuza Univ, Fac Geog & Geol, Dept Geog, Carol I Bld 20A, Iasi 700506, RomaniaMeteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania
Sfica, Lucian
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Voiculescu, Mirela
Birsan, Marius -Victor
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Meteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania
VisualFlow, Aurel Vlaicu 140, Bucharest 020099, RomaniaMeteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania
Birsan, Marius -Victor
Micheu, Miruna-Mihaela
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Clin Emergency Hosp Bucharest, Dept Cardiol, Calea Floreasca 8, Bucharest 014461, RomaniaMeteo Romania Natl Meteorol Adm, Dept Res & Infrastruct Projects, Sos Bucuresti Ploiesti 97, Bucharest 013686, Romania