Multitemporal analysis in Google Earth Engine for detecting urban changes using optical data and machine learning algorithms

no code implementations • 22 Aug 2023 • Mariapia Rita Iandolo, Francesca Razzano, Chiara Zarro, G. S. Yogesh, Silvia Liberata Ullo

The aim of this work is to perform a multitemporal analysis using the Google Earth Engine (GEE) platform for the detection of changes in urban areas using optical data and specific machine learning (ML) algorithms.

Change Detection

Integration of Sentinel-1 and Sentinel-2 data for Earth surface classification using Machine Learning algorithms implemented on Google Earth Engine

no code implementations • 22 Aug 2023 • Francesca Razzano, Mariapia Rita Iandolo, Chiara Zarro, G. S. Yogesh, Silvia Liberata Ullo

In this study, Synthetic Aperture Radar (SAR) and optical data are both considered for Earth surface classification.

Classification