| 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 |