Diagnostic verification of hydrometeorological and hydrologic ensembles

被引:44
|
作者
Demargne, Julie [1 ,2 ]
Brown, James [1 ,2 ]
Liu, Yuqiong [1 ,3 ]
Seo, Dong-Jun [1 ,2 ]
Wu, Limin [1 ,4 ]
Toth, Zoltan [5 ]
Zhu, Yuejian [6 ]
机构
[1] Natl Weather Serv, NOAA, Off Hydrol Dev, Silver Spring, MD USA
[2] Univ Corp Atmospher Res, Boulder, CO USA
[3] Riverside Technol Inc, Ft Collins, CO USA
[4] Wyle Informat Syst, Mclean, VA USA
[5] NOAA, Earth Syst Res Lab, Boulder, CO USA
[6] Natl Weather Serv, NOAA, Natl Ctr Environm Predict, Camp Springs, MD USA
来源
ATMOSPHERIC SCIENCE LETTERS | 2010年 / 11卷 / 02期
关键词
ensembles; hydrological forecasting; probabilistic verification; uncertainty;
D O I
10.1002/asl.261
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This paper presents a strategy for diagnostic verification of hydrologic ensembles, based on the selection of summary verification metrics (which could be extended to more detailed metrics) and the analysis of the relative contribution of the different sources of error. Such diagnostic verification could be conducted with the Ensemble Verification System (EVS) and is illustrated with a verification case study of experimental precipitation and streamflow ensemble reforecasts over a 24-year period. The EVS is proposed as a flexible and modular tool for the HEPEX verification test-bed to evaluate existing and emerging verification methods that are appropriate for hydrologic applications. Published in 2010 by John Wiley & Sons, Ltd.
引用
收藏
页码:114 / 122
页数:9
相关论文
共 50 条
  • [21] Using Baseflow Ensembles for Hydrologic Hysteresis Characterization in Humid Basins of Southeastern China
    Chen, Hao
    Huang, Saihua
    Xu, Yue-Ping
    Teegavarapu, Ramesh S. V.
    Guo, Yuxue
    Nie, Hui
    Xie, Huawei
    [J]. WATER RESOURCES RESEARCH, 2024, 60 (04)
  • [22] A study of the National Weather Service evolving hydrometeorological forecast process and its impact on hydrologic forecasts and warnings
    Schwein, NO
    Dummer, SD
    [J]. SPECIAL SYMPOSIUM ON HYDROLOGY, 1998, : 275 - 280
  • [23] Verification of the influence of hydrologic factors on crappie recruitment in Alabama reservoirs
    Maceina, MJ
    [J]. NORTH AMERICAN JOURNAL OF FISHERIES MANAGEMENT, 2003, 23 (02) : 470 - 480
  • [24] A Streamflow Threshold Determination Method for Hydrologic Model Calibration and Verification
    Wijesekera, N. T. S.
    [J]. ENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA, 2020, 53 (03): : 1 - 17
  • [25] Verification and Correction of the Hydrologic Routing in the Soil and Water Assessment Tool
    Van Tam Nguyen
    Dietrich, Joerg
    Uniyal, Bhumika
    Dang An Tran
    [J]. WATER, 2018, 10 (10)
  • [26] AHPSVER: A web-based system for hydrologic forecast verification
    Kruger, Anton
    Khandelwal, Shashank G.
    Bradley, Allen
    [J]. COMPUTERS & GEOSCIENCES, 2007, 33 (06) : 739 - 748
  • [27] TOWARDS AN AUTOMATIC METEOROLOGICAL FORECAST VERIFICATION SYSTEM FOR THE STATE HYDROMETEOROLOGICAL SERVICE, REPUBLIC OF MOLDOVA
    Pomaga, Raluca
    Birsan, Marius-Victor
    Rosca, Ghennadii
    Dabija, Tatiana
    [J]. PRESENT ENVIRONMENT AND SUSTAINABLE DEVELOPMENT, 2019, 13 (02) : 43 - 55
  • [28] Relative Statistical Ensembles of Curved Gabor Wavelets for Palmprint Verification
    Dubey, Pawan
    Kanumuri, Thirupathiraju
    Vyas, Ritesh
    [J]. 2018 IEEE 13TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (IEEE ICIIS), 2018, : 67 - 72
  • [29] Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification
    Richiardi, Jonas
    Drygajlo, Andrzej
    Tedesco, Laetitia
    [J]. BIOMETRICS AND IDENTITY MANAGEMENT, 2008, 5372 : 140 - 149
  • [30] Formal verification of input-output mappings of tree ensembles
    Tornblom, John
    Nadjm-Tehrani, Simin
    [J]. SCIENCE OF COMPUTER PROGRAMMING, 2020, 194