activity
20182021
most citedA Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning

187 citations · 304 across the 13 of their papers we have counts for

collaborators
Showing 2018Show all

6 papers · 1 filter

stat.AP2018★ 10 cited

Fisher-Shannon complexity analysis of high-frequency urban wind speed time series

Fabian Guignard, Dasaraden Mauree, Michele Lovallo +2

1Hz wind time series recorded at different levels (from 1.5 to 25.5 meters) in an urban area are investigated by using the Fisher-Shannon (FS) analysis. FS analysis is a well known…

stat.AP2018★ 5 cited

Wavelet variance scale-dependence as a dynamics discriminating tool in high-frequency urban wind speed time series

Fabian Guignard, Dasaraden Mauree, Mikhail Kanevski +1

High frequency wind time series measured at different heights from the ground (from 1.5 to 25.5 meters) in an urban area were investigated by using the variance of the coefficients…

physics.soc-ph2018★ 3 cited

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…

stat.AP2018★ 15 cited

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…

stat.AP2018★ 3 cited

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…

stat.AP2018★ 19 cited

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…