Marzia Gabriele

Dr. Marzia Gabriele

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Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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26 July 2022 in Applied Geomatics
Verified
Journal Article
Open access
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MGMarzia Gabriele
Marzia Gabriele
RBRaffaella Brumana
Raffaella Brumana
Mattia PrevitaliMattia Previtali
Mattia Previtali
ACAlberta Cazzani
Alberta Cazzani
Monitoring landscapes in times of climate change patterns is a crucial issue, moreover, in the analyzed Mediterranean area, one of the major global candidates to develop land degradation stresses and consequential desertification phenomena. The research presented here is developed in the Mediterranean Basin, specifically in the Basilicata Region (southern Italy). The region is characterized by a very long history of intensive anthropization endowed by the high diversity of relatively geologically young soil types that consequentially created a vastity of spatial mosaics, which contributed to the composition of its archeolandscapes and endorsed some specific characteristics of the Mediterranean region, that evolved to respond to the human impact, including grazing, cultivation, and fires. Those key elements lead to the crucial issues of the region investigated here as soil erosion, salinization, loss of organic carbon, loss of biodiversity, and landslides, which together with deforestations, depopulation, and wildfires, define the exact framework of degradation and marginality. The evaluation of the sensitivity to degradation was performed (i) firstly at the regional scale, through a MEDALUS (Kosmas et al. 1999) approach, by implementing 6 main indicators (Soil Quality Index, Climate Quality Index, Vegetation Quality Index, Management Quality Index, Landslide Risk Index, Water Availability Index), and (ii) secondly at the mid-regional scale, through remote sensing by evaluation of the NDVI differencing thresholds in time intervals, covering a 20 years’ time span going from 2000 to 2020. The study helped to define the in-progress land degradation trends and scenarios of the region, which must be the evidence-based foundation of integrated landscape planning strategies in marginal territories, implemented through a Decision Support System (DSS) based both on ecological, climate-adaptive, and environmental indicators, and on social, cultural, and economic development co-creation strategies.

18 October 2023 in Sensors
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Journal Article
Open access
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RBRaffaella Brumana
Raffaella Brumana
SQSimone Quilici
Simone Quilici
LOLuigi Oliva
Luigi Oliva
Mattia PrevitaliMattia Previtali
Mattia Previtali
MGMarzia Gabriele
Marzia Gabriele
CSChiara Stanga
Chiara Stanga
The article provides an overview of the digitisation project conducted by the Parco Archeologico dell’Appia Antica (PAAA) in Rome, focusing on an 11.7 km section of the Appian Way. This effort is part of the “Appia Regina Viarum” project, supporting the UNESCO heritage site candidacy of the Appian Way. Advanced sensor technologies, including the Mobile Mapping System (MMS), 360° Cameras, Terrestrial Laser Scanner (TLS), digital cameras, and drones, are employed to collect extensive data sets. The primary goal is to create highly accurate three-dimensional (3D) models for knowledge enhancement, conservation, and communication purposes. Innovative tools are introduced to manage High Resolution 3D textured models, improving maintenance, management, and design processes over traditional CAD methods. The project aims to develop multi-temporal Digital Twins integrated with historical documentation, such as Piranesi’s imaginary views and architect Canina’s monument reconstructions. These informative models function as nodes within the DT, serving the PAAA’s geographic hub by means of an eXtended Reality (XR) platform: the paper proposes bridging the physical object and virtual models, contributing to supporting the operators in the maintenance planning as well as information dissemination and public awareness, offering an immersive experience beyond conventional reality.

8 March 2023 in Sensors
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Journal Article
Open access
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MGMarzia Gabriele
Marzia Gabriele
RBRaffaella Brumana
Raffaella Brumana
This study aims to develop a workflow methodology for collecting substantial amounts of Earth Observation data to investigate the effectiveness of landscape restoration actions and support the implementation of the Above Ground Carbon Capture indicator of the Ecosystem Restoration Camps (ERC) Soil Framework. To achieve this objective, the study will utilize the Google Earth Engine API within R (rGEE) to monitor the Normalized Difference Vegetation Index (NDVI). The results of this study will provide a common scalable reference for ERC camps globally, with a specific focus on Camp Altiplano, the first European ERC located in Murcia, Southern Spain. The coding workflow has effectively acquired almost 12 TB of data for analyzing MODIS/006/MOD13Q1 NDVI over a 20-year span. Additionally, the average retrieval of image collections has yielded 120 GB of data for the COPERNICUS/S2_SR 2017 vegetation growing season and 350 GB of data for the COPERNICUS/S2_SR 2022 vegetation winter season. Based on these results, it is reasonable to asseverate that cloud computing platforms like GEE will enable the monitoring and documentation of regenerative techniques to achieve unprecedented levels. The findings will be shared on a predictive platform called Restor, which will contribute to the development of a global ecosystem restoration model.

24 June 2023 in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Verified
Journal Article
Open access
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MGMarzia Gabriele
Marzia Gabriele
ACA. Cazzani
A. Cazzani
CZC. M. Zerbi
C. M. Zerbi
RBR. Brumana
R. Brumana
Digital Twin is conceived as a tool designed to monitor the effects of climate change and human activity on a global scale by integrating Earth Observation with local information. When applied to Cultural Heritage and built environment, this concept requires a detailed analysis to decode the richness of sites and context, highlighting specific local features. This paper aims to contribute to the preservation of the complexity of natural, agricultural, and designed landscapes, including the architectural scale. The case study is the Villa Arconati site in Castellazzo of Bollate, in the metropolitan-peri-urban area of Milan, which is a monumental 16th Century complex, with a significant historical and cultural value and an exceptional green biomass resource in a densely built area. The analysis is carried out at two scales, which complement each other: (i) an environmental-scale study that uses historical maps and the Normalized Difference Vegetation Index (NDVI) analysis from the last two decades to monitor biodiversity transformations and highlight the level of conservation; (ii) a local-scale multi-sensor survey, which uses experimental equipment, such as a spherical camera, to extract 3D vegetation models - referred to historical views - to set conservation criteria of the landscape layout. The multi-temporal-scale analysis helps to define sustainable future management practices (such as FAR and PAS) and raises awareness among the community and the visitors about the importance of preserving both the historical and architectural value and the site’s biodiversity.

12 June 2025 in Land
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Dimitrios KoumoulidisDimitrios Koumoulidis
Dimitrios Koumoulidis
Ioannis VarvarisIoannis Varvaris
Ioannis Varvaris
Diofantos HadjimitsisDiofantos Hadjimitsis
Diofantos Hadjimitsis
MGMarzia Gabriele
Marzia Gabriele
RBRaffaella Brumana
Raffaella Brumana
PCParaskevi Chantzi
Paraskevi Chantzi
Land use transformation, the longest-standing human-driven environmental alteration, is a pressing and complex issue that significantly impacts European landscapes and contributes to global environmental change. The urgency to act is reinforced by the European Environment Agency (EEA), which identifies industrial, commercial, and residential development—particularly near major urban centers—as key contributors to land take. As the EU sets a vision for achieving zero net land take by 2050, assessing the readiness and coherence of national legislation becomes critical. This comprehensive study employs a comparative legal analysis across five European countries—Italy, Greece, Poland, France, and Ukraine—examining their laws, strategies, and commitments related to land degradation neutrality. Using a review of national legislation and policy documents, the research identifies systemic patterns, barriers, and opportunities within current legal frameworks. The present study aims to provide valuable insights for policymakers, planners, and academic institutions, fostering a comprehensive understanding of existing gaps, implementation, and inconsistencies in national land use legislation. Among the results, it has become evident that a typical “pathway” between the examined states in terms of the legislative framework on land use–land take is probably a utopia for the time being. The legislations in force, in several cases, are labyrinthine and multifaceted, highlighting the urgent and immediate need for simplification and standardization. The need for this action is further underscored by the fact that, in most cases, land use frameworks are characterized by complementary legislation and ongoing amendments. Ultimately, the research underscores the critical need for harmonized governance and transparent, enforceable policies, particularly in regions where deregulated land use planning persists. The diversity in legislative layers and the decentralized role of the authorities further compounds the complexity, reinforcing the importance of cross-country dialogue and EU-wide coordination in advancing sustainable land use development.

25 May 2023 in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Verified
Journal Article
Open access
PDF file
RBR. Brumana
R. Brumana
Mattia PrevitaliMattia Previtali
Mattia Previtali
FRF. Roncoroni
F. Roncoroni
CSC. Stanga
C. Stanga
MGMarzia Gabriele
Marzia Gabriele
SQS. Quilici
S. Quilici
Digitization of complex Cultural Heritage sites requires the integration of several strategies to achieve a comprehensive description of the site. This is the case of the digitization project of the Appian Way in Rome involving a section of 12 km from Capo di Bove to Frattocchie under the superintendence of the Parco Archeologico dell’Appia Antica. This paper presents some first results of the project with a specific focus on the acquisition of the primary data needed for the further steps of the project. In particular, the paper discusses the integration of different sensors such as lidar-based Mobile Mapping Systems, spheric (360°) cameras and digital (frame) calibrated cameras, for the reconstruction of point clouds to be used as input data for the digitization process. A specific attention is paid both on acquisition speed and to accuracy of the obtained results. The paper presents also some results showing the transformation of the acquired data into a GIS system to be used as a support tool for decision making of the public administration.