Evaluation of the Global Precipitation Measurement (GPM) Satellite Rainfall Products over the Lower Colorado River Basin, Texas

• Published in: Journal of the American Water Resources Association Vol. 54; no. 4; pp. 882 - 898
• Main Authors: Omranian, Ehsan, Sharif, Hatim O.
• Format: Journal Article
• Language: English
• Published: Middleburg Blackwell Publishing Ltd 01-08-2018
• Subjects: Accuracy; Atmospheric precipitations; Detection; Disaster management; Disasters; downscaling; End users; Evaluation; Flood forecasting; Flood management; Gauges; GPM; Hydrometeorology; IMERG; index analysis; Measurement; Natural disasters; Precipitation; Products; Rain; Rain gauges; Rainfall; Regional development; River basins; River discharge; Rivers; satellite products; Satellites; spatiotemporal resolutions; statistical evaluation; Water resources; Water resources management; United States > US; Texas; Colorado River
• ISSN: 1093-474X; 1752-1688
• DOI: 10.1111/1752-1688.12610

Quality of precipitation products from the Integrated Multi‐satellitE Retrievals for Global Precipitation Measurement mission (IMERG) was evaluated over the Lower Colorado River Basin of Texas. Observations of several rainfall events of a wide range of magnitudes during May 2015 by a very dense network of 241 rain gauges over the basin were used as a reference. The impact of temporal and spatial downscaling of different satellite products (near/post‐real‐time) on their accuracy was studied. Generally, all IMERG products perform better when the temporal and spatial resolutions are downscaled. The Final product shows relatively better performance compared to the near‐real‐time products in terms of basic performance measures; however, regarding rainfall detection, all products show nearly similar performance. When considering rainfall detection, IMERG adequately captures the precipitation events; however, in terms of spatial patterns and accuracy, more improvements are needed. IMERG products analysis results may help developers gain insight into the regional performance of the product, improve the product algorithms, and provide information to end users on the products’ suitability for potential hydrometeorological applications. Overall, the IMERG products, even the uncalibrated product at its finest resolution, showed reasonable performance indicating their great potential for applications such as water resources management, prevention of natural disasters, and flood forecasting.