000030164 001__ 30164
000030164 041__ $$aEnglish
000030164 100__ $$aBajracharya, S.
000030164 245__ $$aSystematic Evaluation of Satellite-Based Rainfall Products over the Brahmaputra Basin for Hydrological Applications
000030164 260__ $$c2014
000030164 507__ $$aSagar Bajracharya, Mandira Shrestha, Vijay Khadgi, ICIMOD staff, peerreviewed
000030164 500__ $$aaccepted article. Open access
000030164 520__ $$aEstimation of the flow generated in the Brahmaputra river basin is important for establishing an effective flood prediction and warning services as well as for water resources assessment and management. But this is a data scarce region with few and unevenly distributed hydrometeorological stations. Five high-resolution satellite rainfall products (CPC RFE2.0, RFE2.0-Modified, CMORPH, GSMaP, and TRMM 3B42) were evaluated at different spatial and temporal resolutions (daily, dekadal, monthly, and seasonal) with observed rain gauge data from 2004 to 2006 to determine their ability to fill the data gap and suitability for use in hydrological and water resources management applications. Grid-to-grid (G-G) and catchment-to-catchment (C-C) comparisons were performed using the verification methods developed by the International Precipitation Working Group (IPWG). Comparing different products, RFE2.0-Modified, TRMM 3B42, and CMORPH performed best; they all detected heavy, moderate, and low rainfall but still significantly underestimated magnitude of rainfall, particularly in orographically influenced areas. Overall, RFE2.0-Modified performed best showing a high correlation coefficient with observed data and low mean absolute error, root mean square error, and multiple bias and is reasonably good at detecting the occurrence of rainfall. TRMM 3B42 showed the second best performance. The study demonstrates that there is a potential use of satellite rainfall in a data scarce region.
000030164 700__ $$aPalash, W.
000030164 700__ $$aShrestha, M.
000030164 700__ $$aKhadgi, V. R.
000030164 700__ $$aDuo, C.
000030164 700__ $$aDas, P.
000030164 700__ $$aDorji, C.
000030164 773__ $$pAdvances in Meteorology
000030164 8564_ $$uhttp://www.hindawi.com/journals/amete/aip/398687/$$yExternal link
000030164 980__ $$aARTICLE