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Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar
by
Ren, Liliang
, Zhu, Yonghua
, Win, Khin
, Liu, Yi
, Zhang, Limin
, Yuan, Fei
, Zhao, Chongxu
, Jiang, Shanhu
in
Computer simulation
/ Feasibility studies
/ Gauges
/ GPM
/ High flow
/ Hydrologic models
/ hydrological modeling
/ Hydrology
/ IMERG
/ Measuring instruments
/ Precipitation
/ Rain
/ Rainfall
/ River basins
/ Rivers
/ Runoff
/ satellite precipitation
/ Simulation
/ Stream discharge
/ Stream flow
/ TMPA
/ TRMM
/ Xinanjiang hydrological model
2017
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Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar
by
Ren, Liliang
, Zhu, Yonghua
, Win, Khin
, Liu, Yi
, Zhang, Limin
, Yuan, Fei
, Zhao, Chongxu
, Jiang, Shanhu
in
Computer simulation
/ Feasibility studies
/ Gauges
/ GPM
/ High flow
/ Hydrologic models
/ hydrological modeling
/ Hydrology
/ IMERG
/ Measuring instruments
/ Precipitation
/ Rain
/ Rainfall
/ River basins
/ Rivers
/ Runoff
/ satellite precipitation
/ Simulation
/ Stream discharge
/ Stream flow
/ TMPA
/ TRMM
/ Xinanjiang hydrological model
2017
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Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar
by
Ren, Liliang
, Zhu, Yonghua
, Win, Khin
, Liu, Yi
, Zhang, Limin
, Yuan, Fei
, Zhao, Chongxu
, Jiang, Shanhu
in
Computer simulation
/ Feasibility studies
/ Gauges
/ GPM
/ High flow
/ Hydrologic models
/ hydrological modeling
/ Hydrology
/ IMERG
/ Measuring instruments
/ Precipitation
/ Rain
/ Rainfall
/ River basins
/ Rivers
/ Runoff
/ satellite precipitation
/ Simulation
/ Stream discharge
/ Stream flow
/ TMPA
/ TRMM
/ Xinanjiang hydrological model
2017
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Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar
Journal Article
Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar
2017
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Overview
Satellite precipitation products from the Global Precipitation Measurement (GPM) mission and its predecessor the Tropical Rainfall Measuring Mission (TRMM) are a critical data source for hydrological applications in ungauged basins. This study conducted an initial and early evaluation of the performance of the Integrated Multi-satellite Retrievals for GPM (IMERG) final run and the TRMM Multi-satellite Precipitation Analysis 3B42V7 precipitation products, and their feasibility in streamflow simulations in the Chindwin River basin, Myanmar, from April 2014 to December 2015 was also assessed. Results show that, although IMERG and 3B42V7 can potentially capture the spatiotemporal patterns of historical precipitation, the two products contain considerable errors. Compared with 3B42V7, no significant improvements were found in IMERG. Moreover, 3B42V7 outperformed IMERG at daily and monthly scales and in heavy rain detections at four out of five gauges. The large errors in IMERG and 3B42V7 distinctly propagated to streamflow simulations via the Xinanjiang hydrological model, with a significant underestimation of total runoff and high flows. The bias correction of the satellite precipitation effectively improved the streamflow simulations. The 3B42V7-based streamflow simulations performed better than the gauge-based simulations. In general, IMERG and 3B42V7 are feasible for use in streamflow simulations in the study area, although 3B42V7 is better suited than IMERG.
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