TY - JOUR
T1 - Detailed overview of the multimodel multiproduct streamflow forecasting platform
AU - Roy, Tirthankar
AU - Valdes, Juan B
AU - Serrat-Capdevila, Aleix
AU - Durcik, Matej
AU - Demaria, Eleonora M.C.
AU - Valdés-Pineda, Rodrigo
AU - Gupta, Hoshin V.
N1 - Publisher Copyright:
© 2020 IAHR and WCCE.
PY - 2020/12
Y1 - 2020/12
N2 - We present a detailed overview of the Multi-model Multi-product Streamflow Forecasting (MMSF) Platform, which has been developed recently at the University of Arizona under the NASA SERVIR Program, to ease its operational implementation. The platform is based on the use of multiple hydrologic models, satellite-based precipitation products, advanced bias correction schemes, model calibration, and probabilistic model averaging, with the goal of improving forecast accuracy and better-characterizing forecast uncertainties, especially in poorly gauged basins. This paper includes a brief description of the platform, followed by all the relevant information a user would need to implement the platform on any new river basin.
AB - We present a detailed overview of the Multi-model Multi-product Streamflow Forecasting (MMSF) Platform, which has been developed recently at the University of Arizona under the NASA SERVIR Program, to ease its operational implementation. The platform is based on the use of multiple hydrologic models, satellite-based precipitation products, advanced bias correction schemes, model calibration, and probabilistic model averaging, with the goal of improving forecast accuracy and better-characterizing forecast uncertainties, especially in poorly gauged basins. This paper includes a brief description of the platform, followed by all the relevant information a user would need to implement the platform on any new river basin.
KW - MMSF platform
KW - operational forecasting
KW - satellite precipitation
KW - streamflow forecasting
KW - streamflow monitoring
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U2 - 10.1080/23249676.2020.1799442
DO - 10.1080/23249676.2020.1799442
M3 - Article
AN - SCOPUS:85091827182
SN - 2324-9676
VL - 8
SP - 277
EP - 289
JO - Journal of Applied Water Engineering and Research
JF - Journal of Applied Water Engineering and Research
IS - 4
ER -