Michele Melchiorri

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Continuous Monitoring

Convolutional Neural Networks

Satellite Imagery

Top Venues

Int. J. Digit. Earth

Neural Comput. Appl.

Publications

Michele Melchiorri, Thomas Kemper
Establishing an operational and continuous monitoring of global built-up surfaces with the Copernicus Global Human Settlement Layer. JURSE (2023)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33 (12) (2021)
Christina Corbane, Martino Pesaresi, Panagiotis Politis, Aneta J. Florczyk, Michele Melchiorri, Sérgio Freire, Marcello Schiavina, Daniele Ehrlich, Gustavo Naumann, Thomas Kemper
The grey-green divide: multi-temporal analysis of greenness across 10, 000 urban centres derived from the Global Human Settlement Layer (GHSL). Int. J. Digit. Earth 13 (1) (2020)
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas. Int. J. Digit. Earth 13 (1) (2020)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery. CoRR (2020)
Michele Melchiorri, Martino Pesaresi, Aneta J. Florczyk, Christina Corbane, Thomas Kemper
Principles and Applications of the Global Human Settlement Layer as Baseline for the Land Use Efficiency Indicator - SDG 11.3.1. ISPRS Int. J. Geo Inf. 8 (2) (2019)
Michele Melchiorri, Aneta J. Florczyk, Sérgio Freire, Marcello Schiavina, Martino Pesaresi, Thomas Kemper
Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer. Remote. Sens. 10 (5) (2018)
Daniele Ehrlich, Michele Melchiorri, Aneta J. Florczyk, Martino Pesaresi, Thomas Kemper, Christina Corbane, Sérgio Freire, Marcello Schiavina, Alice Siragusa
Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time. Remote. Sens. 10 (9) (2018)