Presentation 2009-11-02
A TREND OBSERVED IN TRMM/PR MONTHLY RAINFALL PRODUCTS AND AN EVALUATION OF SAMPLING ERROR BY A BOOTSTRAP METHOD(WSANE 2009 (Workshop for Space, Aeronautical and Navigational Electronics))
Yasuhisa IIDA, Takuji KUBOTA, Toshio IGUCHI, Riko OKI,
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Abstract(in English) This study examines a trend in 7-year monthly rainfall amounts (September 2001-August 2008) observed by the TRMM Precipitation Radar (PR). It is shown that the monthly rainfall amounts averaged in the range of 35°S to 35°N (PR observation range) tend to increase slightly over this period. This tendency can be considered to be affected by sampling errors due to the narrow observation swaths of the PR, in addition to natural variations. Therefore, this study developed the method of evaluating the sampling errors by a bootstrap method using the actual data observed by the PR. We examined the trend in the averaged rainfall amounts during 7 years considering the simulated sampling errors. As a result, the positive trend was significantly detected, even when sampling error was removed. From this, it can be concluded that this positive trend is highly likely to be due to natural variations.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Sampling error / Bootstrap / Trend detection / Rainfall / TRMM Precipitation Radar
Paper # SANE2009-89
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Conference Information
Committee SANE
Conference Date 2009/10/26(1days)
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Registration To Space, Aeronautical and Navigational Electronics (SANE)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A TREND OBSERVED IN TRMM/PR MONTHLY RAINFALL PRODUCTS AND AN EVALUATION OF SAMPLING ERROR BY A BOOTSTRAP METHOD(WSANE 2009 (Workshop for Space, Aeronautical and Navigational Electronics))
Sub Title (in English)
Keyword(1) Sampling error
Keyword(2) Bootstrap
Keyword(3) Trend detection
Keyword(4) Rainfall
Keyword(5) TRMM Precipitation Radar
1st Author's Name Yasuhisa IIDA
1st Author's Affiliation Earth Observation Research Center, JAXA()
2nd Author's Name Takuji KUBOTA
2nd Author's Affiliation Earth Observation Research Center, JAXA
3rd Author's Name Toshio IGUCHI
3rd Author's Affiliation Earth Observation Research Center, JAXA:Applied Electromagnetic Research Center, NICT
4th Author's Name Riko OKI
4th Author's Affiliation Earth Observation Research Center, JAXA
Date 2009-11-02
Paper # SANE2009-89
Volume (vol) vol.109
Number (no) 265
Page pp.pp.-
#Pages 6
Date of Issue