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DOI10.1175/2011JHM1347.1
A Review of Quantitative Precipitation Forecasts and Their Use in Short- to Medium-Range Streamflow Forecasting
Cuo, Lan; Pagano, Thomas C.; Wang, Q. J.
通讯作者Pagano, TC (通讯作者)
发表日期2011
ISSN1525-755X
EISSN1525-7541
起始页码713
结束页码728
卷号12期号:5
英文摘要Unknown future precipitation is the dominant source of uncertainty for many streamflow forecasts. Numerical weather prediction (NWP) models can be used to generate quantitative precipitation forecasts (QPF) to reduce this uncertainty. The usability and usefulness of NWP model outputs depend on the application time and space scales as well as forecast lead time. For streamflow nowcasting (very short lead times; e.g., 12 h), many applications are based on measured in situ or radar-based real-time precipitation and/or the extrapolation of recent precipitation patterns. QPF based on NWP model output may be more useful in extending forecast lead time, particularly in the range of a few days to a week, although low NWP model skill remains a major obstacle. Ensemble outputs from NWP models are used to articulate QPF uncertainty, improve forecast skill, and extend forecast lead times. Hydrologic prediction driven by these ensembles has been an active research field, although operational adoption has lagged behind. Conversely, relatively little study has been done on the hydrologic component (i.e., model, parameter, and initial condition) of uncertainty in the streamflow prediction system. Four domains of research are identified: selection and evaluation of NWP model based QPF products, improved QPF products, appropriate hydrologic modeling, and integrated applications.
关键词HYDROLOGICAL ENSEMBLE FORECASTSSEASONAL CLIMATE FORECASTSPREDICTION SYSTEMMODEL OUTPUTRIVER-BASINNWP MODELFLOODWEATHERTIMERAINFALL
语种英语
WOS研究方向Meteorology & Atmospheric Sciences
WOS类目Meteorology & Atmospheric Sciences
WOS记录号WOS:000296029000001
来源期刊JOURNAL OF HYDROMETEOROLOGY
来源机构中国科学院青藏高原研究所
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/257867
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GB/T 7714
Cuo, Lan,Pagano, Thomas C.,Wang, Q. J.. A Review of Quantitative Precipitation Forecasts and Their Use in Short- to Medium-Range Streamflow Forecasting[J]. 中国科学院青藏高原研究所,2011,12(5).
APA Cuo, Lan,Pagano, Thomas C.,&Wang, Q. J..(2011).A Review of Quantitative Precipitation Forecasts and Their Use in Short- to Medium-Range Streamflow Forecasting.JOURNAL OF HYDROMETEOROLOGY,12(5).
MLA Cuo, Lan,et al."A Review of Quantitative Precipitation Forecasts and Their Use in Short- to Medium-Range Streamflow Forecasting".JOURNAL OF HYDROMETEOROLOGY 12.5(2011).
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