Evaluation of the Tropical Rainfall Measuring Mission 3B43 product over an inland area in Brazil and the effects of satellite boost on rainfall estimates

被引:20
|
作者
Curtarelli, Marcelo Pedroso [1 ]
Renno, Camilo Daleles [2 ]
Alcantara, Enner Herenio [3 ]
机构
[1] Natl Inst Space Res, Remote Sensing Div, BR-12227010 Sao Jose Dos Campos, Brazil
[2] Natl Inst Space Res, Image Proc Div, BR-12227010 Sao Jose Dos Campos, Brazil
[3] Sao Paulo State Univ, Dept Cartog, BR-19060900 Presidente Prudente, Brazil
来源
基金
巴西圣保罗研究基金会;
关键词
Tropical Rainfall Measuring Mission; 3B43; product; precipitation; orbit change; upper Parana watershed; ORBIT BOOST; TRMM; TEMPERATURE;
D O I
10.1117/1.JRS.8.083589
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The main objective of this study was to evaluate the monthly mean areal rainfall estimated using the Tropical Rainfall Measuring Mission (TRMM) 3B43 version 7 product over an inland area in Central Brazil. Furthermore, we investigated the effect of TRMM orbit boost (in August 2001) over the 3B43 estimates. The TRMM 3B43 estimates were compared to reference rainfall data, collected at 67 rain gauge stations irregularly distributed in the study area. The results showed a good agreement between the TRMM 3B43 areal monthly mean rainfall estimations and reference data (r > 0.97). The error analysis showed that the TRMM 3B43 product tends to overestimate the areal monthly mean rainfall at approximately 1.24%. The root-mean-square error (RMSE) for the entire period was 19.66 mmmonth-1 (15.75%). A Monte Carlo simulation and Wilcoxon statistical test showed that the RMSE increased significantly (p-value < 0.01) after the boost, rising from 15.20 to 23.06 mmmonth-1. However, the increase in the RMSE does not preclude the use of the TRMM 3B43 product for estimating the monthly mean areal rainfall over the Upper Parana watershed. The impacts of boost on TRMM 3B43 estimates were observed only for rainfall rates higher than 250 mmmonth-1. (C) 2014 Society of Photo-Optical Instrumentation Engineers (SPIE)
引用
收藏
页数:14
相关论文
共 34 条
  • [1] Validation of Satellite Estimates (Tropical Rainfall Measuring Mission, TRMM) for Rainfall Variability over the Pacific Slope and Coast of Ecuador
    Erazo, Bolivar
    Bourrel, Luc
    Frappart, Frederic
    Chimborazo, Oscar
    Labat, David
    Dominguez-Granda, Luis
    Matamoros, David
    Mejia, Raul
    WATER, 2018, 10 (02):
  • [2] Seasonal Variations of Lightning Activity and Rainfall over Tropical Africa Based on Tropical Rainfall Measuring Mission (TRMM) Satellite Observations
    Uchiyama, Shingo
    Matsumoto, Jun
    Takahashi, Hiroshi
    Kanamori, Hironari
    JOURNAL OF GEOGRAPHY-CHIGAKU ZASSHI, 2012, 121 (06) : 986 - 997
  • [3] Evaluation of the TRMM 3B43 gridded precipitation estimates over Greece
    Nastos, P. T.
    Kapsomenakis, J.
    Philandras, K. M.
    ATMOSPHERIC RESEARCH, 2016, 169 : 497 - 514
  • [4] Spatial and temporal assessment of the extreme and daily precipitation of the Tropical Rainfall Measuring Mission satellite in Northeast Brazil
    Rodrigues, Daniele Torres
    Goncalves, Weber Andrade
    Constantino Spyrides, Maria Helena
    Santos e Silva, Claudio Moises
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (02) : 549 - 572
  • [5] Estimation and correction of beam mismatch of the Precipitation Radar after an orbit boost of the Tropical Rainfall Measuring Mission satellite
    Takahashi, N
    Iguchi, T
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (11): : 2362 - 2369
  • [6] An Evaluation of the Tropical Rainfall Measuring Mission (TRMM) Multi-Satellite Precipitation Analysis (TMPA) Data over South Korea
    Koo, Myung-Seo
    Hong, Song-You
    Kim, Jhoon
    ASIA-PACIFIC JOURNAL OF ATMOSPHERIC SCIENCES, 2009, 45 (03) : 265 - 282
  • [7] A 3 year climatology of rainfall characteristics over tropical and subtropical South America based on Tropical Rainfall Measuring Mission precipitation radar data
    De Angelis, CF
    McGregor, GR
    Kidd, C
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2004, 24 (03) : 385 - 399
  • [8] Assessment of Rainfall Estimates from the TRMM-3B43 Product in the State of Amazonas
    de Almeida, Catherine Torres
    Delgado, Rafael Coll
    de Oliveira Junior, Jose Francisco
    Gois, Givanildo
    Cavalcanti, Alessandro Sarmento
    FLORESTA E AMBIENTE, 2015, 22 (03): : 279 - 286
  • [9] Evaluation of TMPA 3B42 daily precipitation estimates of tropical cyclone rainfall over Australia
    Chen, Yingjun
    Ebert, Elizabeth E.
    Walsh, Kevin J. E.
    Davidson, Noel E.
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2013, 118 (21) : 11966 - 11978
  • [10] Monthly assessment of TRMM 3B43 rainfall data with high-density gauge stations over Tunisia
    Emna Medhioub
    Moncef Bouaziz
    Hammadi Achour
    Samir Bouaziz
    Arabian Journal of Geosciences, 2019, 12