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
  • [21] Spatial downscaling of satellite rainfall retrieval (TMPA 3B43) using best subset regression model in the Cauvery River Delta region, India
    Ganeshkumar B.
    Gopala Krishna G.V.T.
    Arabian Journal of Geosciences, 2021, 14 (11)
  • [22] A FEASIBILITY STUDY OF RAIN RADAR FOR THE TROPICAL RAINFALL MEASURING MISSION .5. EFFECTS OF SURFACE CLUTTER ON RAIN MEASUREMENTS FROM SATELLITE
    MANABE, T
    IHARA, T
    JOURNAL OF THE COMMUNICATIONS RESEARCH LABORATORY, 1988, 35 (145): : 163 - 181
  • [23] A comparative analysis of the precipitation extremes obtained from tropical rainfall-measuring mission satellite and rain gauges datasets over a semiarid region
    Mahbod, Mehdi
    Shirvani, Amin
    Veronesi, Fabio
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (01) : 495 - 515
  • [24] Does the GPM mission improve the systematic error component in satellite rainfall estimates over TRMM? An evaluation at a pan-India scale
    Beria, Harsh
    Nanda, Trushnamayee
    Bisht, Deepak Singh
    Chatterjee, Chandranath
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2017, 21 (12) : 6117 - 6134
  • [25] Evaluation of TMPA satellite-based research and real-time rainfall estimates during six tropical-related heavy rainfall events over Louisiana, USA
    Habib, Emad
    Henschke, Amy
    Adler, Robert F.
    ATMOSPHERIC RESEARCH, 2009, 94 (03) : 373 - 388
  • [26] Bias Correction of Long-Term Satellite Monthly Precipitation Product (TRMM 3B43) over the Conterminous United States
    Hashemi, Hossein
    Nordin, Matias
    Lakshmi, Venkat
    Huffman, George J.
    Knight, Rosemary
    JOURNAL OF HYDROMETEOROLOGY, 2017, 18 (09) : 2491 - 2509
  • [27] Evaluation of TRMM 3B42 precipitation estimates of tropical cyclone rainfall using PACRAIN data
    Chen, Yingjun
    Ebert, Elizabeth E.
    Walsh, Kevin J. E.
    Davidson, Noel E.
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2013, 118 (05) : 2184 - 2196
  • [28] Performance Evaluation of Near-Real-Time Satellite Rainfall Estimates over Three Distinct Climatic Zones in Tropical West-Africa
    Echeta, Odinakachukwu C.
    Adjei, Kwaku Amaning
    Andam-Akorful, S. A.
    Gyamfi, Charles
    Darko, Deborah
    Odai, Samuel Nii
    Kwarteng, Efiba Vidda Senkyire
    ENVIRONMENTAL PROCESSES-AN INTERNATIONAL JOURNAL, 2022, 9 (04):
  • [29] Performance Evaluation of Near-Real-Time Satellite Rainfall Estimates over Three Distinct Climatic Zones in Tropical West-Africa
    Odinakachukwu C. Echeta
    Kwaku Amaning Adjei
    S. A. Andam-Akorful
    Charles Gyamfi
    Deborah Darko
    Samuel Nii Odai
    Efiba Vidda Senkyire Kwarteng
    Environmental Processes, 2022, 9
  • [30] Comparison of two bias correction methods for TRMM 3B42 satellite daily rainfall estimates over Northern Tunisia
    Dhib S.
    Chaney N.
    Mannaerts C.M.
    Bargaoui Z.
    Arabian Journal of Geosciences, 2021, 14 (7)