Evaluating the utility of satellite-based precipitation estimates for runoff prediction in ungauged basins

Koray K. Yilmaz, Hoshin Gupta, Terri S. Hogue, Kuo Lin Hsu, Thorsten Wagener, Soroosh Sorooshian

Research output: Contribution to journalArticle

Abstract

Increased availability of global satellite-based precipitation estimates makes them potentially suitable for hydrological applications in remote regions where ground-based measurement networks are missing or sparse. This potential can be evaluated by testing the satellite estimates at locations where relatively dense ground-based networks are available. This study was conducted for two sites in the southeastern United States where precipitation estimates from a raingauge network, weather radar and satellite observations exist. The satellite-based estimates were provided by the PERSIANN system, which combines infrared and microwave information from geostationary and polar orbiting satellites. The precipitation estimates are first compared and then used to drive the Sacramento Soil Moisture Accounting hydrological model for runoff forecasting. The results provide insight into the potential utility of satellite-based precipitation estimates for water resources management of ungauged basins.

Original languageEnglish (US)
Pages (from-to)273-282
Number of pages10
JournalIAHS-AISH Publication
Issue number295
StatePublished - May 2 2005

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Keywords

  • Flood forecasting
  • Hydrological modelling
  • Prediction in ungauged basins
  • Satellite precipitation estimates
  • USA
  • Water resources management

ASJC Scopus subject areas

  • Water Science and Technology
  • Oceanography

Cite this

Yilmaz, K. K., Gupta, H., Hogue, T. S., Hsu, K. L., Wagener, T., & Sorooshian, S. (2005). Evaluating the utility of satellite-based precipitation estimates for runoff prediction in ungauged basins. IAHS-AISH Publication, (295), 273-282.