Margherita Lasorella

Dr. Margherita Lasorella

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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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10 January 2024 in Virtual Archaeology Review
Verified
Journal Article
Open access
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MLMargherita Lasorella
Margherita Lasorella
PDPasquale De-Dato
Pasquale De-Dato
ECELENA CANTATORE
ELENA CANTATORE
Considering the variety of architectural Cultural Heritage typologies, systemic architectures require specific attention in the recovery process. The dimensions of "extension" and "recurrence" at geographic and technological levels affect the complexity of their knowledge process; they require systematic ways for their categorisation and comprehension to guarantee correct diagnosis and suitable rehabilitation. Recent applications involving Internet of Things (IoT) for the built Cultural Heritage have demonstrated the potentialities of three-dimensional (3D) geographic information system (GIS) models and structured databases in supporting complex degrees of knowledge for technicians, as well as management for administrators. Starting from such experiences, the work presents the setting up of a web-based platform to support the knowledge and management of systemic architectures, considering the geographical distribution of fabrics, natural and anthropic boundary conditions, and technical and administrative details. The platform takes advantage of digital models, machine and deep learning procedures and relational databases, in a GIS-based environment, for the recognition and categorisation of prevalent physical and qualitative features of systemic architectures, the recognition and qualification of dominant and recurrent decays and the management of recovery activities in a semi-automatic way. Specifically, the main digital objects used for testing the applied techniques and setting up the platform are based on Red-Green-Blue (RGB) and mapped point clouds of the historical Telegraphic Towers located along the Madrid-Valencia path, resulting from the on-site investigations. Their choice is motivated by the high level of knowledge about the cases reached in the last years by the authors, allowing them to test rules within the decision support systems and innovative techniques for their decay mapping. As the experience has demonstrated, the systematisation of technical details and operative pipeline of methods and tools allow the normalisation and standardisation of the intervention selection process; this offers policymakers an innovative tool based on traditional procedures for conservation plans, coherent with a priority-based practice.


27 March 2026 in Heritage
Verified
Journal Article
Open access
PDF file
MLMargherita Lasorella
Margherita Lasorella
MRMaria Felicia Letizia Rondinelli
Maria Felicia Letizia Rondinelli
AGantonella grazia guida
antonella grazia guida
FFFabio Fatiguso
Fabio Fatiguso
Low-accessible Cultural Heritage, including hypogeal sites, rupestrian architectures, and fragile structures, represents a major challenge for conservation, documentation, and continuous monitoring. These limitations stem from multiple inaccessibility factors, classified as physical (morphological complexity), asset risk (microclimatic instability), health and safety (structural vulnerability), managerial (lack of public access), and cognitive (lack of documentation). This research aims to transform digital models from mere representational tools into integrated cognitive and operational systems supporting decision-making and preventive conservation. The proposed methodological workflow is structured into five main phases: Preliminary Knowledge and Multidisciplinary Data Structuring (Ph1. PK–MDS), Comprehensive Digital Survey (Ph2. CDS), Development of Integrated Digital Models (Ph3. IDMs), Advanced Diagnosis and Monitoring (Ph4. ADM) and the implementation of an Integrated Digital Environment for Hypogeal Heritage Management (Ph5. IDE). Ph4 operates on two complementary scales: at the site scale, range-based point clouds enable the semi-automatic identification of extensive decay patterns, such as biological colonization. At the detail scale, the Random Forest algorithm enables the segmentation and quantification of material loss on frescoed surfaces through a diachronic comparison of historical and current data. Validated on the San Pellegrino complex in Matera, selected as a paradigmatic case study of low-accessibility hypogeal sites, representative of a broader system comprising approximately 150 rupestrian cult architectures, the methodology demonstrates how immersive digital environments function as shared knowledge spaces, supporting more informed, inclusive, and resilient heritage conservative management.


28 October 2026
Verified
Conference Paper
Closed access
PDF file
FFFabio Fatiguso
Fabio Fatiguso
MRMaria Felicia Letizia Rondinelli
Maria Felicia Letizia Rondinelli
MLMargherita Lasorella
Margherita Lasorella
YNYolanda Hernández Navarro
Yolanda Hernández Navarro
PDPasquale De Dato
Pasquale De Dato
AGantonella grazia guida
antonella grazia guida
Hypogeal environments constitute a significant yet often understudied component of cultural heritage, encompassing a wide range of underground spaces such as caves, quarries, cisterns, catacombs, and hypogeal settlements. These environments are characterized by complex spatial configurations, stratified historical transformations, and challenging accessibility conditions, which frequently hinder systematic documentation and management. Traditional cataloguing approaches, often based on descriptive inventories or isolated surveys, struggle to adequately represent the spatial, functional, and material complexity of underground heritage. In recent years, the growing availability of data management systems has opened new opportunities for the development of structured and interoperable cataloguing procedures. This research proposes a digital workflow aimed at supporting the structured cataloguing of hypogeal environments through the integration of digital procedures, semantic information, and heritage documentation standards. The methodological approach integrates participatory practices, semantic modelling, and digital data management tools within a single operational workflow. The information acquisition process is based on a collaborative data collection system that involves both non-expert users, such as the owners of hypogeal sites, and domain specialists. The participatory contribution is guided by a formalized information structure, defined through a survey record designed according to a logical–conceptual model that integrates principles of information system modelling with consolidated ontological structures adopted in the cultural heritage domain. In parallel, the adoption of an automated digital pipeline, based on shared sheets, integration within an information system and a GIS environment, and the automatic generation of cataloguing records, enables the creation of a coherent and replicable data management workflow. The methodology is applied to the cataloguing of the hypogeal wine cellars of Utiel (Spain), demonstrating the effectiveness of the proposed workflow in a real case study and highlighting the potential of digital procedures to improve the documentation and knowledge of underground heritage.