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Last modified
7/28/2009 2:40:34 PM
Creation date
4/24/2008 2:52:45 PM
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Template:
Weather Modification
Title
Quantitative Precipitation Forecasting for Improving Reservoir Operations
Date
4/1/1995
Weather Modification - Doc Type
Report
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<br />1. INTRODUCTION <br /> <br />Forecast precipitation and runoff on time scales fyom several hours to several days in <br />advance can be critical to the reservoir operators' decision-making process. Currently, the <br />NWS (National Weather Service) provides QPF (quantitative precipitation forecasts) out to <br />24 h into the future. In addition to the QPFs, 2- to 3-d precipitation outlooks are also <br />available. However, the NWS products do not adequately address orographic (mountain- <br />induced) precipitation, which is the most significant contributor to wintertime precipitation <br />in most watersheds and river basins of interest to Reclamation (Bureau of Reclamation), <br />Given the large variability in precipitation (frequency, amount, and type) and subsequent <br />runoff in mountainous areas of the Western United States, managing reservoir operations <br />optimally is difficult. Better QPFs extending further into the future are needed. <br /> <br />The research study summarized in this report addresses the problem of inaccurate and <br />untimely QPFs. The study was funded under the Research and Laboratory Services <br />Division's WATER (Water Technology and Environmental Research) Program. The end <br />objectives for this study were to develop the methodology for more accurate and timely <br />wintertime QPFs for mountainous watersheds and river basins of interest to Reclamation, <br />then integrate the QPFs with existing hydrologic headwater runoff models to improve <br />forecasts of runoff (amount and timing) and the potential for flooding. More accurate and <br />timely headwater runoff forecasts will improve Reclamation's effectiveness in making <br />operational decisions for water resources management and reservoir operations. <br /> <br />This summary report is separated into two parts, which are located in sections 2 and 3. The <br />first part summarizes the research related to combining existing orographic (mountain- <br />induced) precipitation and runoff models for improving reservoir operations. The study area <br />was the American River Basin in the Sierra Nevada of northern California. This area <br />experiences occasional relatively warm winter storm episodes of heavy precipitation which <br />produce flooding potential. Models used in the study were the 2-D (two-dimensional) <br />orographic precipitation model developed by Rhea (1978), and the HED71 headwater runoff <br />forecast model (Buer, 1988) developed by the NWS's CNRFC (California-Nevada River <br />Forecast Center) and the CDWR (California Department of Water Resources). <br /> <br />The second part of the report is an assessment of how applied research within Reclamation, <br />particularly in the area of better QPFs and flood potential forecasts, might improve <br />Reclamation's water operations. Because Reclamation water operation managers are and will <br />continue to receive hydrologic forecasts from the NWS, future meteorological applied research <br />will require collaboration between Reclamation and NWS personnel so that Reclamation's <br />work will result in added value to NWS products. <br /> <br />2. COMBINING OROGRAPHIC PRECIPITATION AND RUNOFF MODELS <br />FOR IMPROVING RESERVOIR OPERATIONS <br /> <br />2.1 Orographic Precipitation Model Description <br /> <br />The orographic precipitation model is a simple 2-D model, originally developed by Dr. J. <br />Owen Rhea in the mid-1970s for western Colorado, for both climatological purposes and as <br />a QPF (Quantitative Precipitation Forecasting) aid. This section only provides a brief <br />description of the precipitation model; a complete description is given in Rhea (1978). <br />
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