Rainfall detection by tomographic inversion of commercial radio link data: a pilot project in Italy
Contributo in Atti di convegno
Data di Pubblicazione:
2017
Abstract:
Within MOPRAM project, we investigate the use of a network of microwave radio links to a) improve the
accuracy and reliability of precipitation fields detection and rainfall estimation and b) to enhance the knowledge of
river basins answer, and in particular the prediction of river discharge, based on the availability of more accurate
space-time precipitation measurements. A tomographic technique is applied for the first time to reconstruct rain
fields from link data collected by the backhauling network of a major mobile phone company operating in Italy.
The raw data are a network's by-product, available at almost no-cost, once the network software is properly updated.
The tomographic method has to be fine-tuned on the network's topology, to be stable even in the presence of
noisy measurements and perform consistently. The proposed methodology could guarantee more accurate
information about the rainfall fields with respect to weather radars (lacking in terms of quantitative reliability)
or rain gauges (lacking in terms of spatial resolution).
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
radio link; rainfall; flood; tomography
Elenco autori:
Nebuloni, Roberto
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