Veronica Vignoli
YOU?
Author Swipe
View article: SeismicNoiseAnalyzer: A Deep-Learning Tool for Automatic Quality Control of Seismic Stations
SeismicNoiseAnalyzer: A Deep-Learning Tool for Automatic Quality Control of Seismic Stations Open
SeismicNoiseAnalyzer 1.0 is a software tool designed to automatically assess the quality of seismic stations through the classification of spectral diagrams. By leveraging convolutional neural networks trained on expert-labeled data, the s…
View article: A study of the radon seasonality with temporal dummy variables
A study of the radon seasonality with temporal dummy variables Open
Radon, a naturally occurring radioactive gas, has garnered significant attention due to its health risks and its potential role as a seismic indicator. Variations in radon levels have been observed in correlation with seismic activity, sug…
View article: Soil Radon Time Series from the Italian Radon Monitoring Network (IRON)
Soil Radon Time Series from the Italian Radon Monitoring Network (IRON) Open
We share long term, continuous measurements of soil radon emanations in Italy acquired from 2009 to 2021 by the Italian Radon mOnitoring Network (IRON). The radon concentrations were measured at 62 stations and consist of 621 720 single me…
View article: Deciphering earth's tremors: a machine learning approach to distinguish earthquakes from explosions
Deciphering earth's tremors: a machine learning approach to distinguish earthquakes from explosions Open
Effective discrimination between earthquakes and explosions is pivotal, particularly in the context of the Comprehensive Nuclear-Test-Ban Treaty (CTBT) verification regime. This paper introduces the usage of a Support Vector Machine (SVM) …