Michele Melchiorri

According to our database, Michele Melchiorri authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations.

Xuting Liu, Linlin Lu, Huadong Guo, Michele Melchiorri, Sebastian Hafner, Yifang Ban, Martino Pesaresi, Qingting Li, Muhammad Fahad Baqa

Int. J. Digit. Earth, December, 2025

2024

Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data.

Martino Pesaresi, Marcello Schiavina, Panagiotis Politis, Sérgio Freire, Katarzyna Krasnodebska, Johannes H. Uhl, Alessandra Carioli, Christina Corbane, Lewis Dijkstra, Pietro Florio, Hannah K. Friedrich, Jing Gao, Stefan Leyk, Linlin Lu, Luca Maffenini, Ines Mari-Rivero, Michele Melchiorri, Vasileios Syrris, Jamon Van Den Hoek, Thomas Kemper

Int. J. Digit. Earth, December, 2024

Towards a Quasi-Global Accuracy Assessment of Built-Up Surface Estimates Derived From Sentinel-2 Multispectral Data.

Johannes H. Uhl, Martino Pesaresi, Panagiotis Politis, Katarzyna Goch, Michele Melchiorri, Thomas Kemper

Proceedings of the IGARSS 2024, 2024

2023

Establishing an operational and continuous monitoring of global built-up surfaces with the Copernicus Global Human Settlement Layer.

Michele Melchiorri, Thomas Kemper

Proceedings of the Joint Urban Remote Sensing Event, 2023

2021

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.

Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper

Neural Comput. Appl., 2021

2020

The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas.

Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi

Int. J. Digit. Earth, 2020

The grey-green divide: multi-temporal analysis of greenness across 10, 000 urban centres derived from the Global Human Settlement Layer (GHSL).

Christina Corbane, Martino Pesaresi, Panagiotis Politis, Aneta J. Florczyk, Michele Melchiorri, Sérgio Freire, Marcello Schiavina, Daniele Ehrlich, Gustavo Naumann, Thomas Kemper

Int. J. Digit. Earth, 2020

2019

Principles and Applications of the Global Human Settlement Layer as Baseline for the Land Use Efficiency Indicator - SDG 11.3.1.

Michele Melchiorri, Martino Pesaresi, Aneta J. Florczyk, Christina Corbane, Thomas Kemper

ISPRS Int. J. Geo Inf., 2019

2018

Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer.

Michele Melchiorri, Aneta J. Florczyk, Sérgio Freire, Marcello Schiavina, Martino Pesaresi, Thomas Kemper

Remote. Sens., 2018

Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time.

Daniele Ehrlich, Michele Melchiorri, Aneta J. Florczyk, Martino Pesaresi, Thomas Kemper, Christina Corbane, Sérgio Freire, Marcello Schiavina, Alice Siragusa

Remote. Sens., 2018