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Hydrology and Earth System Sciences
Hydrology and Earth System Sciences
HESS
 

Article 

  1. Articles
  2. Volume 18, issue 7
  3. HESS, 18, 2645–2656, 2014

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Articles |Volume 18, issue 7
https://doi.org/10.5194/hess-18-2645-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-18-2645-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
Research article
 | 
17 Jul 2014
Research article | | 17 Jul 2014

Evaluation of Mekong River commission operational flood forecasts, 2000–2012

T. C. Pagano

Abstract. This study created a 13-year historical archive of operational flood forecasts issued by the Regional Flood Management and Mitigation Center (RFMMC) of the Mekong River Commission. The RFMMC issues 1- to 5-day daily deterministic river height forecasts for 22 locations throughout the wet season (June–October). When these forecasts reach near flood level, government agencies and the public are encouraged to take protective action against damages. When measured by standard skill scores, the forecasts perform exceptionally well (e.g., 1 day-ahead Nash–Sutcliffe > 0.99) although much of this apparent skill is due to the strong seasonal cycle and the narrow natural range of variability at certain locations. Five-day forecasts upstream of Phnom Penh typically have 0.8 m error standard deviation, whereas below Phnom Penh the error is typically 0.3 m. The coefficients of persistence for 1-day forecasts are typically 0.4–0.8 and 5-day forecasts are typically 0.1–0.7. RFMMC uses a series of benchmarks to define a metric of percentage satisfactory forecasts. As the benchmarks were derived based on the average error, certain locations and lead times consistently appear less satisfactory than others. Instead, different benchmarks were proposed and derived based on the 70th percentile of absolute error over the 13-year period. There are no obvious trends in the percentage of satisfactory forecasts from 2002 to 2012, regardless of the benchmark chosen. Finally, when evaluated from a categorical "crossing above/not-crossing above flood level" perspective, the forecasts have a moderate probability of detection (48% at 1 day ahead, 31% at 5 days ahead) and false alarm rate (13% at 1 day ahead, 74% at 5 days ahead).

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How to cite. Pagano, T. C.: Evaluation of Mekong River commission operational flood forecasts, 2000–2012, Hydrol. Earth Syst. Sci., 18, 2645–2656, https://doi.org/10.5194/hess-18-2645-2014, 2014.
Received: 07 Nov 2013Discussion started: 26 Nov 2013Revised: 01 Jun 2014Accepted: 11 Jun 2014Published: 17 Jul 2014
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