Luca Colomba

Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data

Alessandro Farasin, Luca Colomba, Paolo Garza · Applied Sciences · 2020 · 61 citations · Full text

Engineering, Machine Learning, Fire Detection +18

Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction

Simone Monaco, Salvatore Greco, Alessandro Farasin et al. · Applied Sciences · 2021 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery

Luca Colomba, Alessandro Farasin, Simone Monaco et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 17 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +25

CaBuAr: California burned areas dataset for delineation [Software and Data Sets]

Daniele Rege Cambrin, Luca Colomba, Paolo Garza · IEEE Geoscience and Remote Sensing Magazine · 2023 · 17 citations · Full text

Engineering, Land Use, Fire Detection +17

A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems

Marco Cipriano, Luca Colomba, Paolo Garza · Applied Sciences · 2021 · 14 citations · Full text

Transport Network Analysis, Engineering, Barcelona Bike +19