Title :
Modelling rain rate by means of arrival processes
Author :
Pastoriza, Vicente ; Machado, Felipe ; Marino, Perfecto ; Perez-Fontan, Fernando
Author_Institution :
Electron. Technol. Dept., Univ. of Vigo, Vigo, Spain
Abstract :
We try to address in this paper our current work toward the generation of synthetic time series of rain rate, R, in mm/h with an integration time of 1 min. This is the ITU-R, standard for predicting rain induced attenuation [1]. For one, the availability of rain intensity records adapted to the ITU-R requirements is very limited given that the main users of rain information (weather prediction, water management, etc.) do not require such a short integration time and data with longer accumulation periods, even exceeding 1 hour, are commonly found. In this respect, there is recent published work where a method based on a physical model (EXCELL) [2] has been proposed for converting recordings with longer integration times to the standardized 1-min period.
Keywords :
Markov processes; rain; time series; ITU-R requirements; Markovian arrival process; accumulation periods; arrival processes; physical model; rain information; rain intensity records; rain rate modelling; synthetic time series generation; time 1 min; Antennas and propagation; Data models; Data processing; Hidden Markov models; Markov processes; Rain; Time series analysis; Markovian arrival process; rain data processing; rain data simulation; rain rate; tipping-bucket rain gauge;
Conference_Titel :
Antennas and Propagation (EuCAP), 2014 8th European Conference on
Conference_Location :
The Hague
DOI :
10.1109/EuCAP.2014.6901940