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I reduced the atmosphere-related noise using a numerical weather model for the InSAR data (Kobayashi et al. 2014).
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Results were reported using a numerical scale.
Each of them was evaluated and based on their power curves and installation costs, using wind data from a numerical weather prediction (WNP) model, a return on investment (ROI) period was calculated.
When evaluated in a real-time forecasting mode using rainfall forecasts from a numerical weather prediction model, the benefit of the EnKS is reduced as uncertainty in rainfall forecasts becomes dominant, especially at large forecast lead time.
The ensemble forecasting is a technique to increase forecast skill and consists of multiple simulations of a numerical weather prediction (NWP) model using different initial conditions.
Predicted wind speeds obtained from a numerical weather prediction model are used as the input data for the mixture density network, whose outputs are the mixture density parameters (used to represent the probability density function of the uncertain output or target variable).
We propose in this paper an original technique to predict global radiation using a hybrid ARMA/ANN model and data issued from a numerical weather prediction model (NWP).
We used the mapping function by Boehm et al. (2006), which is based on a numerical weather model.
A Numerical Weather Prediction Model (NWPM, the MM5 mesoscale forecast model) has also been used for comparison with varying results during the experiment.
A numerical weather prediction model might then be produced detailing daily optical depth over ground stations.
The next section describes the principle of the microwave propagation delay, InSAR data processing and a numerical weather simulation setting.
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