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But, the results demonstrate the potential of combining TRMM rainfall data with rain gauge data to drive distributed hydrological model for rainfall-runoff stimulation in data-sparse area.
Subsequently, the 6-km simulation was compared to rain gauge data to examine the ability of the RCM to reproduce known climate conditions.
The results confirm the robustness of the WNARX model with only the satellite-based (TRMM-RT) rainfall (without use of gauge data) to provide reasonably good real-time flood forecasts.
The results confirmed the importance of local precipitation measurements for urban rainfall-runoff simulations, implying the suitability of open gauge data to be largely dictated by the gauge's distance from the catchment.
That allowed the researchers to confidently use the tide gauge data to calculate historical flooding rates, and compare those with projected future rates.
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The methodology uses river flow gauging data to integrate Manning's equation along a length of channel for different percentile flows.
Real data from CEMADEN DCP network can feed the alert system in this way by substituting outputs from the emulator by the gauge data associated to a specific radius centered on a real DCP.
Using the flow of the River Eden in Carlisle, Cumbria, UK as a case study, this paper develops a Bayesian model for combining historic flood estimates since 1800 with gauge data since 1967 to estimate the probability of low frequency flood events for the area taking account of uncertainty in the discharge estimates.
As the pressure gauge data are considered to be of higher accuracy (Iinuma et al. 2012), we use pressure gauge data as the vertical displacement for GJT3.
So he and colleagues took a closer look at the available satellite and tide gauge data, and tried to correct for other factors that might skew sea level measurements, like small changes in coastal elevation.
In this study, we present a mean total annual precipitation mapping technique that combines topographical information (i.e. elevation and slope orientation) with average total annual rain gauge data in order to overcome this problem.
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