An innovative acoustic rain gauge based on convolutional neural networks

R Avanzato, F Beritelli - Information, 2020 - mdpi.com
An accurate estimate of rainfall levels is fundamental in numerous application scenarios:
weather forecasting, climate models, design of hydraulic structures, precision agriculture …

A convolutional neural networks approach to audio classification for rainfall estimation

R Avanzato, F Beritelli, F Di Franco… - 2019 10th IEEE …, 2019 - ieeexplore.ieee.org
The recent climatic changes imply an increasing manifestation of calamitous phenomena
related to important hydrogeological disruptions in many parts of the earth. For this reason …

Hydrogeological risk management in smart cities: A new approach to rainfall classification based on LTE cell selection parameters

R Avanzato, F Beritelli - IEEE Access, 2020 - ieeexplore.ieee.org
The sudden climate change, that has taken place in recent years, has generated calamitous
phenomena linked to hydrogeological instability in many areas of the world. An accurate …

Rainfall prediction using subtractive clustering and Levenberg-Marquardt algorithms

SK Sunori, A Mittal, S Maurya, PB Negi… - … on Trends in …, 2021 - ieeexplore.ieee.org
The subject of present paper is the rainfall prediction with knowledge of two input
parameters on which the rainfall is strongly connected ie temperature and humidity. The …

[PDF][PDF] A cnn-based differential image processing approach for rainfall classification

R Avanzato, F Beritelli - Advances in Science, Technology and …, 2020 - academia.edu
In recent years, in many areas of the world, countless calamitous events of hydro-geological
origin have occurred. Since these events are difficult to prevent, it is important to be able to …

A CNN-based Audio Sensor for Rainfall Estimation: Implementation on Embedded Board

M Russo, VF Puglisi, R Avanzato… - 2021 11th IEEE …, 2021 - ieeexplore.ieee.org
At present, one of the main issues of interest is climate change. It triggers calamitous
phenomena (fires, hydrogeological instability and many others) that put crops, vegetation …

[PDF][PDF] Assessment of multimodal rainfall classification systems based on an audio/video dataset

R Avanzato, F Beritelli, A Raspanti… - International Journal on …, 2020 - academia.edu
In the past few years, there has been an increase in natural disasters due to hydrogeological
instability caused by heavy rain. Therefore, to reduce the risk of an imminent occurrence of a …

Tecniche innovative di telemedicina e gestione del rischio ambientale nelle Smart Cities attraverso sensori IoT basati su DL

R Avanzato - 2022 - tesidottorato.depositolegale.it
The rapid urbanization process in the last century has deeply changed the way we live and
interact with each other. As most people now live in urban areas, cities are experiencing …

[PDF][PDF] Innovative Smart Cities Telemedicine and Environment Risk Management Techniques through DL-based IoT Sensors

R Avanzato - iris.unict.it
The development of new communication technologies, data processing algorithms, and
cyber physical systems has not only transformed the way we gather information and interact …