101 citations · 235 across the 11 of their papers we have counts for
11 papers
Advanced analysis of temporal data using Fisher-Shannon information: theoretical development and application in geosciences
Fabian Guignard, Mohamed Laib, Federico Amato +1
Complex non-linear time series are ubiquitous in geosciences. Quantifying complexity and non-stationarity of these data is a challenging task, and advanced complexity-based explora…
Analysis of air pollution time series using complexity-invariant distance and information measures
Federico Amato, Mohamed Laib, Fabian Guignard +1
Air pollution is known to be a major threat for human and ecosystem health. A proper understanding of the factors generating pollution and of the behavior of air pollution in time…
Community detection analysis in wind speed-monitoring systems using mutual information-based complex network
Mohamed Laib, Fabian Guignard, Mikhail Kanevski +1
A mutual information-based weighted network representation of a wide wind speed monitoring system in Switzerland was analysed in order to detect communities. Two communities have b…
Analysis of temporal properties of wind extremes
Luciano Telesca, Fabian Guignard, Mohamed Laib +1
The 10-minute average wind speed series recorded at 132 stations distributed rather homogeneously in the territory of Switzerland are investigated. Wind extremes are defined on the…
Linearity versus non-linearity in high frequency multilevel wind time series measured in urban areas
Luciano Telesca, Mohamed Laib, Fabian Guignard +2
In this paper, high frequency wind time series measured at different heights from the ground (from 5.5 to 25.5 meters) in an urban area were investigated. The spectrum of each seri…
Investigating the time dynamics of wind speed in complex terrains by using the Fisher-Shannon method
Fabian Guignard, Michele Lovallo, Mohamed Laib +4
In this paper, the time dynamics of the daily means of wind speed measured in complex mountainous regions are investigated. For 293 measuring stations distributed over all Switzerl…