Title | Persistence-based tracking of rainfall field maxima |
Publication Type | Report Series |
Year of Publication | 2016 |
Authors | Sobrero D., Cerri A., Biasotti S., Pittaluga S., Spagnuolo M. |
Series | IMATI Report Series |
Number | 16-11 |
Pagination | 16 p. |
Date Published | July |
Place Published | Genova |
Publisher | CNR-IMATI |
Type of Work | Technical Report |
Abstract | In this paper we propose a novel methodology for tracking the maxima of rainfall precipitation fields, whose changes in time may give interesting insights on the evolution of storms. Our approach is based on a topological analysis of rainfall data allowing for the extraction of the most prominent, and hence meaningful, rainfall field maxima. Then, an ad-hoc bottleneck matching is used to track the evolution of maxima along multiple time instances. The potential of our method is exhibited through a set of experiments carried out on a collection of observed punctual rainfall data and radar measurements provided by Genova municipality and Regione Liguria. |
Keywords | Critical points, Persistence analysis, Storm tracking |
URI | http://irs.imati.cnr.it/reports/irs16-11 |
Citation Key | irs16-11 |