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Monthly and annual validation of TRMM Mulitisatellite Precipitation Analysis (TMPA) products in the Caspian Sea Region for the period 1999-2003

Duan, Zheng LU ; Bastiaanssen, W. G.M. and Liu, Junzhi (2012) 2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012 p.3696-3699
Abstract

Two Tropical Rainfall Measuring Mission (TRMM) Multisatellite Precipitation Analysis (TMPA) products i.e. 3-hourly TRMM 3B42 and monthly 3B43 data were validated using 39 rain gauge stations in the Caspian Sea Region (CSR) in Iran with complex topography. The period 1999-2003 were selected. The validations were performed at monthly and annual scales. Results showed that both TRMM 3B42 and 3B43 can provide similar monthly rainfall distribution pattern with rain gauge data. Both 3B42 and 3B43 data overestimated precipitation when the rainfall amount is small while underestimated for large amount rainfall. The 3B42 data were in poor agreement with rain gauge data at both monthly and annual scales. In contrast, the 3B43 data performed... (More)

Two Tropical Rainfall Measuring Mission (TRMM) Multisatellite Precipitation Analysis (TMPA) products i.e. 3-hourly TRMM 3B42 and monthly 3B43 data were validated using 39 rain gauge stations in the Caspian Sea Region (CSR) in Iran with complex topography. The period 1999-2003 were selected. The validations were performed at monthly and annual scales. Results showed that both TRMM 3B42 and 3B43 can provide similar monthly rainfall distribution pattern with rain gauge data. Both 3B42 and 3B43 data overestimated precipitation when the rainfall amount is small while underestimated for large amount rainfall. The 3B42 data were in poor agreement with rain gauge data at both monthly and annual scales. In contrast, the 3B43 data performed significantly better than the 3B42 with higher R2 and reduced RMSE values. Nevertheless, the 3B43 data were still unreliable in the CSR for most months and years for the period 1999-2003 as the relative RMSE are larger than 50%. Locate calibration should be carried out first to improve TRMM 3B42 and 3B43 data for further applications in the CSR.

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author
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publishing date
type
Contribution to conference
publication status
published
subject
keywords
Caspian Sea Region, Iran, precipitation, TRMM, validation
pages
4 pages
conference name
2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012
conference location
Munich, Germany
conference dates
2012-07-22 - 2012-07-27
external identifiers
  • scopus:84872328838
DOI
10.1109/IGARSS.2012.6350613
language
English
LU publication?
no
id
7482d447-9e97-4c9a-aa37-659cf99298c7
date added to LUP
2019-12-22 20:37:40
date last changed
2022-04-10 23:25:28
@misc{7482d447-9e97-4c9a-aa37-659cf99298c7,
  abstract     = {{<p>Two Tropical Rainfall Measuring Mission (TRMM) Multisatellite Precipitation Analysis (TMPA) products i.e. 3-hourly TRMM 3B42 and monthly 3B43 data were validated using 39 rain gauge stations in the Caspian Sea Region (CSR) in Iran with complex topography. The period 1999-2003 were selected. The validations were performed at monthly and annual scales. Results showed that both TRMM 3B42 and 3B43 can provide similar monthly rainfall distribution pattern with rain gauge data. Both 3B42 and 3B43 data overestimated precipitation when the rainfall amount is small while underestimated for large amount rainfall. The 3B42 data were in poor agreement with rain gauge data at both monthly and annual scales. In contrast, the 3B43 data performed significantly better than the 3B42 with higher R<sup>2</sup> and reduced RMSE values. Nevertheless, the 3B43 data were still unreliable in the CSR for most months and years for the period 1999-2003 as the relative RMSE are larger than 50%. Locate calibration should be carried out first to improve TRMM 3B42 and 3B43 data for further applications in the CSR.</p>}},
  author       = {{Duan, Zheng and Bastiaanssen, W. G.M. and Liu, Junzhi}},
  keywords     = {{Caspian Sea Region; Iran; precipitation; TRMM; validation}},
  language     = {{eng}},
  month        = {{12}},
  pages        = {{3696--3699}},
  title        = {{Monthly and annual validation of TRMM Mulitisatellite Precipitation Analysis (TMPA) products in the Caspian Sea Region for the period 1999-2003}},
  url          = {{http://dx.doi.org/10.1109/IGARSS.2012.6350613}},
  doi          = {{10.1109/IGARSS.2012.6350613}},
  year         = {{2012}},
}