Open AccessComparison of two successive versions 6 and 7 of TMPA satellite precipitation products with rain gauge data over Swat Watershed, Hindukush Mountains, Pakistan
Author(s) -
Anjum Muhammad Naveed,
Ding Yongjian,
Shangguan Donghui,
Tahir Adnan Ahmad,
Iqbal Mudassar,
Adnan Muhammad
Publication year - 2016
Publication title -
atmospheric science letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.951
H-Index - 45
ISSN - 1530-261X
DOI - 10.1002/asl.654
Subject(s) - rain gauge , precipitation , watershed , environmental science , satellite , gauge (firearms) , climatology , swat model , meteorology , hydrology (agriculture) , geography , geology , computer science , physics , machine learning , geotechnical engineering , archaeology , astronomy
Swat watershed in Hindukush Mountains was selected for the evaluation of Tropical Rainfall Measuring Mission ( TRMM ) Multi‐satellite Precipitation Analysis ( TMPA ) Versions 6 and 7 using rain‐gauge data. Agreement between the satellite and gauge estimates was good at monthly scale but poor at daily and seasonal (monsoon and westerlies, particularly for monsoon) scales. Over and underestimations were observed at foothills and high‐altitude areas, respectively. Although, bias was still present, but overall performance of TMPA‐V7 was improved compared with TMPA‐V6 . Bias corrected‐ TMPA‐V7 estimates were better than corrected‐ TMPA‐V6 . Basin average bias‐corrected precipitation estimates of TMPA‐V7 were estimated at daily, monthly, westerlies, monsoon, and annual scales [means (mm) 1.60, 48, 190, 173 and 582, respectively] for the period 1998–2014. Results suggest that regional bias correction of satellite‐precipitation products is critical and can yield to the substantial improvement in capturing the precipitation.