Michele Melchiorri

11 papers C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing urban sustainability in the Belt and Road region: a city-level analysis of SDG 11 indicators using earth observations.
Int. J. Digit. Earth
Xuting Liu, Linlin Lu, Huadong Guo, Michele Melchiorri, Sebastian Hafner, Yifang Ban, Martino Pesaresi, Qingting Li, Muhammad Fahad Baqa
2024 J jnl
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data.
Int. J. Digit. Earth
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
2024 C conf
Towards a Quasi-Global Accuracy Assessment of Built-Up Surface Estimates Derived From Sentinel-2 Multispectral Data.
IGARSS
Johannes H. Uhl, Martino Pesaresi, Panagiotis Politis, Katarzyna Goch, Michele Melchiorri, Thomas Kemper
2023 — conf
Establishing an operational and continuous monitoring of global built-up surfaces with the Copernicus Global Human Settlement Layer.
JURSE
Michele Melchiorri, Thomas Kemper
2021 J jnl
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.
Neural Comput. Appl.
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery.
CoRR
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
The Generalised Settlement Area: mapping the Earth surface in the vicinity of built-up areas.
Int. J. Digit. Earth
Aneta J. Florczyk, Michele Melchiorri, Julian Zeidler, Christina Corbane, Marcello Schiavina, Sérgio Freire, Filip Sabo, Panagiotis Politis, Thomas Esch, Martino Pesaresi
2020 J jnl
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
Christina Corbane, Martino Pesaresi, Panagiotis Politis, Aneta J. Florczyk, Michele Melchiorri, Sérgio Freire, Marcello Schiavina, Daniele Ehrlich, Gustavo Naumann, Thomas Kemper
2019 J jnl
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.
Michele Melchiorri, Martino Pesaresi, Aneta J. Florczyk, Christina Corbane, Thomas Kemper
2018 J jnl
Remote Sensing Derived Built-Up Area and Population Density to Quantify Global Exposure to Five Natural Hazards over Time.
Remote. Sens.
Daniele Ehrlich, Michele Melchiorri, Aneta J. Florczyk, Martino Pesaresi, Thomas Kemper, Christina Corbane, Sérgio Freire, Marcello Schiavina, Alice Siragusa
2018 J jnl
Unveiling 25 Years of Planetary Urbanization with Remote Sensing: Perspectives from the Global Human Settlement Layer.
Remote. Sens.
Michele Melchiorri, Aneta J. Florczyk, Sérgio Freire, Marcello Schiavina, Martino Pesaresi, Thomas Kemper