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Morphological and Entropy Analysis of Urban Change in Six European Metropolitan Areas Based on Copernicus Land Monitoring Service Products

Ines Marinosci, Angela Cimini, Luca Congedo, Benedetta Cucca, Paolo De Fioravante, Pasquale Dichicco, Annalisa Minelli, Michele Munafò, Nicola Riitano, Michał Krupiński, Stanisław Lewiński, Szymon Sala, Kamil Drejer, Krzysztof Gryguc, Marek Ruciński, Agris Brauns, Dainis Jakovels, Zlatomir Dimitrov, Lachezar Filchev, Mariana ZaharinovaDaniela Avetisyan, Kamelia Radeva, Georgi Jelev, Lyubomir Filipov, Juan Manuel López Torralbo, Ana Silió Calzada, Jose M. Álvarez-Martínez, David López Trullén, Hugo Costa, Pedro Benevides, Mário Caetano

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Abstract

Urban areas across Europe are undergoing rapid morphological transformations driven by densification, redevelopment, and infrastructure expansion. Monitoring these urban changes requires operational, harmonized, and reproducible approaches grounded in Earth Observation. This study presents a Copernicus use case demonstrating how the High-Resolution Layer Imperviousness Change (2015–2018) and Urban Atlas datasets can be integrated with the Guidos Toolbox (GTB) to quantify structural urban change across six metropolitan areas (Milan, Sofia, Riga, Warsaw, Viseu, Santander). Morphological Spatial Pattern Analysis (MSPA) and entropy-based indicators were applied to characterize land take, fragmentation, compaction, and internal reorganization of impervious surfaces. The combined framework captured both configurational morphology and spatial disorder, revealing divergent development patterns: pronounced heterogeneity and fragmentation in Sofia, stabilization or compact growth in Milan, Warsaw, and Santander, controlled densification in Riga, and localized intensification without outward expansion in Viseu. All analyses rely on openly accessible Copernicus data and open-source tools, ensuring full reproducibility and transferability. Outputs were disseminated through a FAIR-compliant geoportal developed within a Copernicus FPCUP project, supporting transparency and reuse. The findings underscore the value of Copernicus services for operational urban monitoring and provide a scalable methodology to support European land-use policies, including the Zero Net Land Take 2050 target and the EU Soil Strategy.
Original languageEnglish
Article number1149
Number of pages26
JournalRemote Sensing
Volume18
Issue number8
DOIs
Publication statusPublished - 12 Apr 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 15 - Life on Land
    SDG 15 Life on Land

Keywords

  • Copernicus Land Monitoring Service
  • Guidos Toolbox
  • Morphological Spatial Pattern Analysis
  • Ecological connectivity
  • Entropy
  • Fragmentation
  • Land take
  • Landscape metrics
  • Urban landscape changes

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