TY - JOUR
T1 - Morphological and Entropy Analysis of Urban Change in Six European Metropolitan Areas Based on Copernicus Land Monitoring Service Products
AU - Marinosci, Ines
AU - Cimini, Angela
AU - Congedo, Luca
AU - Cucca, Benedetta
AU - De Fioravante, Paolo
AU - Dichicco, Pasquale
AU - Minelli, Annalisa
AU - Munafò, Michele
AU - Riitano, Nicola
AU - Krupiński, Michał
AU - Lewiński, Stanisław
AU - Sala, Szymon
AU - Drejer, Kamil
AU - Gryguc, Krzysztof
AU - Ruciński, Marek
AU - Brauns, Agris
AU - Jakovels, Dainis
AU - Dimitrov, Zlatomir
AU - Filchev, Lachezar
AU - Zaharinova, Mariana
AU - Avetisyan, Daniela
AU - Radeva, Kamelia
AU - Jelev, Georgi
AU - Filipov, Lyubomir
AU - López Torralbo, Juan Manuel
AU - Silió Calzada, Ana
AU - Álvarez-Martínez, Jose M.
AU - López Trullén, David
AU - Costa, Hugo
AU - Benevides, Pedro
AU - Caetano, Mário
N1 - https://doi.org/10.54499/UID/04152/2025#
https://doi.org/10.54499/UID/PRR/04152/2025#
Marinosci, I., Cimini, A., Congedo, L., Cucca, B., De Fioravante, P., Dichicco, P., Minelli, A., Munafò, M., Riitano, N., Krupiński, M., Lewiński, S., Sala, S., Drejer, K., Gryguc, K., Ruciński, M., Brauns, A., Jakovels, D., Dimitrov, Z., Filchev, L., ... Caetano, M. (2026). Morphological and Entropy Analysis of Urban Change in Six European Metropolitan Areas Based on Copernicus Land Monitoring Service Products. Remote Sensing, 18(8), Article 1149. https://doi.org/10.3390/rs18081149
PY - 2026/4/12
Y1 - 2026/4/12
N2 - 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.
AB - 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.
KW - Copernicus Land Monitoring Service
KW - Guidos Toolbox
KW - Morphological Spatial Pattern Analysis
KW - Ecological connectivity
KW - Entropy
KW - Fragmentation
KW - Land take
KW - Landscape metrics
KW - Urban landscape changes
UR - https://www.scopus.com/pages/publications/105037069310
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:001750585600001
U2 - 10.3390/rs18081149
DO - 10.3390/rs18081149
M3 - Article
SN - 2072-4292
VL - 18
JO - Remote Sensing
JF - Remote Sensing
IS - 8
M1 - 1149
ER -