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A detailed discussion of the ODM data collection and algorithm chain including the parameterizations used for rainfall and snowfall are provided in the OceanRAIN technical reference30.
The developed models are further used for rainfall frequency analysis to show changes in the 100-year extreme rainfall event.
In this study, the PERSIANN-CDR dataset is used to propose a mechanism, by which satellite precipitation information could be used for rainfall frequency analysis and development of DDF curves.
In addition, an increase in precipitable water of <7% in the Clausius Clapeyron equation suggested that the increased water vapor due to the increase of latent heat flux was excessively used for rainfall, decreasing the precipitable water over the domain.
Additionally, the fourth development stage comprised again the erection of private built cisterns, which in this case could be used for rainfall harvesting during rainy season as well as to store the water supplied from Bribin especially during dry season.
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More work should be conducted for other types of soil to find the suitable values for the topographical factor T and rainfall factor R. In this study an intensity-cumulative rainfall model was used for the rainfall factor instead of an intensity duration model.
This article was amended on 9 July 2018 to correct the unit used for average rainfall from millilitres to millimetres.
The multiplicative random cascade model can be used for temporal rainfall disaggregation of daily data to generate such time series.
Recently, artificial neural network has been used for predicting rainfall with the objective of addressing the above mentioned problems.
Traditionally, microwave observations in the frequency between 10 and 183 GHz are used for estimating rainfall based on the direct interaction of radiation with the hydrometeors within precipitating clouds in a so-called top-down approach.
Therefore, a two-layer perceptron network can be used for the rainfall estimation problem.
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