Journal
WATER RESOURCES MANAGEMENT
Volume 33, Issue 9, Pages 3011-3024Publisher
SPRINGER
DOI: 10.1007/s11269-019-02283-y
Keywords
Nonstationarity; Rainfall-runoff modeling; Time-varying models; NRRT toolbox
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Funding
- United States National Science Foundation [CMMI-1635797]
- ARO's Environmental Sciences Division [W911NF-14-1-0684]
- National Oceanic and Atmospheric Administration (NOAA) [NA14OAR4310222]
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We present a framework and toolbox for multi-model (one at a time) nonstationary modeling of rainfall-runoff (RR) transformation. The designed time-varying nature of the five available conceptual RR models in the toolbox allows for modeling processes that are nonstationary in essence. Nonstationary Rainfall-Runoff Toolbox (NRRT) delivers insights about underlying watershed processes through interactive tuning of model parametersto reflect temporal nonstationarities. The toolbox includes a number of performance metrics, along with visual graphics to evaluate the goodness-of-fit of the model simulations. Our analysis shows that the proposed time-varying RR modeling framework successfully captures the nonstationary behavior of the Wights catchment in Australia. A multi-model analysis of this catchment, that has endured deforestation, provides insights on the functionality of different conceptual modules of RR models, and their representation of the real-world.
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