Evaluation of GPM-era Global Satellite Precipitation Products over Multiple Complex Terrain Regions

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Date

2019-12-02

Author

Derin, Yagmur
Anagnostou, Emmanouil
Berne, Alexis
Borga, Marco
Boudevillain, Brice
Buytaert, Wouter
Chang, Che-Hao
Chen, Haonan
Delrieu, Guy
Hsu, Yung Chia
Lavado-Casimiro, Waldo
Manz, Bastian
Moges, Semu
Nikolopoulos, Efthymios I.
Sahlu, Dejene
Salerno, Franco
Rodriguez-Sanchez, Juan-Pablo
Vergara, Humberto J.
Yılmaz, Koray Kamil

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The great success of the Tropical Rainfall Measuring Mission (TRMM) and its successor Global Precipitation Measurement (GPM) has accelerated the development of global high-resolution satellite-based precipitation products (SPP). However, the quantitative accuracy of SPPs has to be evaluated before using these datasets in water resource applications. This study evaluates the following GPM-era and TRMM-era SPPs based on two years (2014-2015) of reference daily precipitation data from rain gauge networks in ten mountainous regions: Integrated Multi-SatellitE Retrievals for GPM (IMERG, version 05B and version 06B), National Oceanic and Atmospheric Administration (NOAA)/Climate Prediction Center Morphing Method (CMORPH), Global Satellite Mapping of Precipitation (GSMaP), and Multi-Source Weighted-Ensemble Precipitation (MSWEP), which represents a global precipitation data-blending product. The evaluation is performed at daily and annual temporal scales, and at 0.1 deg grid resolution. It is shown that GSMaPV07 surpass the performance of IMERGV06B Final for almost all regions in terms of systematic and random error metrics. The new orographic rainfall classification in the GSMaPV07 algorithm is able to improve the detection of orographic rainfall, the rainfall amounts, and error metrics. Moreover, IMERGV05B showed significantly better performance, capturing the lighter and heavier precipitation values compared to IMERGV06B for almost all regions due to changes conducted to the morphing, where motion vectors are derived using total column water vapor for IMERGV06B.

Subject Keywords

General Earth and Planetary Sciences

URI

https://hdl.handle.net/11511/37915

Journal

REMOTE SENSING

DOI

https://doi.org/10.3390/rs11242936

Collections

Department of Geological Engineering, Article

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Citation Formats

Y. Derin et al., “Evaluation of GPM-era Global Satellite Precipitation Products over Multiple Complex Terrain Regions,” REMOTE SENSING, pp. 0–0, 2019, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/37915.