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Earth-Prints is an open archive created and maintained by Istituto Nazionale di Geofisica e Vulcanologia. This digital collection allows users to browse, search and access manuscripts, journal articles, theses, conference materials, books, book-chapters, web products.

The goal of our repository is to collect, capture, disseminate and preserve the results of research in the fields of Atmosphere, Cryosphere, Hydrosphere and Solid Earth. Earth-prints is young and growing rapidly. Check back often.

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  • PublicationOpen Access
    Masked graph neural network for rapid ground motion prediction in Italy
    This study presents an updated version of TISER-GCN, a graph neural network (GCN) designed to predict maximum intensity measurements (IMs) from 10-second seismic waveforms starting at the earthquake origin time, without prior knowledge of location, distance, and magnitude. The improved model was applied to nearly 600 seismic stations from the INSTANCE benchmark dataset, significantly expanding the original TISER-GCN setup, which was limited to 39 stations in a smaller area of central Italy. Input data consist of three-component waveforms selected to ensure high quality and minimize saturation. Results show that masking stations where the P-wave arrives within the first 10 seconds , combined with the integration of additional information, reduces the mean squared error (MSE) by up to 6% for peak ground acceleration (PGA) and 5.5% for peak ground velocity (PGV), compared to the unmasked baseline. Moreover, the proposed approach yields near-zero median residuals across all IMs, mitigating the systematic underestimation observed when using a ground motion model specifically developed for Italy. These findings indicate that the model provides accurate predictions of ground motions, comparable to those obtained with the original TISER-GCN, which, however, requires a fixed seismic network geometry.
  • PublicationOpen Access
    Comparative Assessment of Buried and Exposed Archaeological Remains at Abellinum (Southern Italy) Using Low-Frequency GPR and Photogrammetry
    This study presents an integrated geophysical–geomatic approach for the investigation of archaeological sites, combining low-frequency Ground-Penetrating Radar (GPR) and close-range photogrammetry at the Archaeological Park of Abellinum (southern Italy). Unlike conventional applications using high-frequency antennas, the low-frequency GPR system employed in this study enabled deep subsurface imaging, allowing reconstruction of buried stratigraphic and architectural features to depths of several metres. This enhanced penetration capacity facilitated a more comprehensive understanding of the investigated environments, by complementing rather than replacing high-frequency surveys and expanding the interpretable volume in complex urban and peri-urban contexts. GPR reflection data were integrated with high-resolution photogrammetric surface models, enabling direct comparison between visible structures and subsurface geometries. The combined dataset provided precise correlations between surface features and subsurface anomalies, demonstrating the potential of this integrated methodology for detailed archaeological interpretation. Overall, this approach offers a scalable, non-invasive framework applicable to other complex archaeological landscapes, supporting both research objectives and long-term heritage management. By systematically combining low-frequency GPR with high-resolution photogrammetry, the study introduces a methodological contribution that extends interpretative depth well beyond the limits of conventional surveys.
  • PublicationOpen Access
    Etna 2018 earthquake: rebuild or relocate? Applying geoethical principles to natural disaster recovery planning
    (Roma: Istituto Nazionale di Geofisica e Vulcanologia-INGV, 2024-12-20) ;
    Neri, Emilia
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    Etna’s eastern flank is crossed by numerous seismogenic faults which cause surface faulting, resulting in the destruction of buildings and exposing the local population to risk. Rebuilding damaged buildings in earthquake-prone areas raises ethical and economic concerns. The Mw 4.9 earthquake on 26 December 2018 damaged over 3,000 buildings in an area of 205 km² inhabited by ~140,000 people on the Etna’s eastern flank. The earthquake caused ground rupture of over ten kilometres, including some urban areas. It was thus imperative to undertake a preliminary geostructural study to identify the most vulnerable tectonic zones and upgrade targeted the buildings. The study identified the homogeneous microzones in seismic prospection, namely the Zones of Attention (ZAACF), Susceptibility (ZSACF) and Respect (ZRACF) of the faults activated during the 2018 earthquake. Buildings in the ZRACF were not allowed to be repaired because they were at serious risk of future damage. Owners were offered financial compensation to rebuild in seismically safer areas. Some people initially demonstrated reluctance to accept the proposed relocation. These issues were addressed through empathetic engagement with the affected population and through the provision of clear explanations regarding the rationale for the relocation. This case study highlights the necessity of providing comprehensive support to people, taking into account the significant psychological challenges they are facing. This approach is currently being implemented in the reconstruction of other seismic areas in Italy. It has the potential to become a common and sustainable model for the reconstruction of areas affected by natural disasters.
  • PublicationOpen Access
    New paleoseismological and morphotectonic investigations along the 2018 surface ruptures of the Fiandaca Fault, eastern flank of Etna volcano (Italy)
    We present the first paleoseismological results along the Fiandaca Fault, source of the 26 December 2018, Mw 5.0 Fleri earthquake. This earthquake caused extensive damage and 8 km of surface faulting. We excavated two exploratory trenches close to the Fiandaca village, in the central segment of the 2018 coseismic rupture. Analysis of trench walls allows identifying, besides the 2018 event, two additional historical surface faulting events. Based on amount of displacement of dated stratigraphic units, including tephra from the 122 BCE eruption, these historical events were similar to the 2018 earthquake. The most recent one occurred in the period 1281–1926 CE, most likely during the1894 earthquake. The oldest one, previously unknown, occurred in the Early Middle Ages (757–894 CE). When compared with the available seismic catalogue for Mt. Etna volcano, this paleoseismic evidence might suggest increased seismic activity along the Fiandaca Fault in the last centuries. In order to test this hypothesis, we conducted detailed morphotectonic analyses and throw rate measurements across offset historical lava flows. In addition, we developed a trishear kinematic model that describes the fault zone and the morphological features of the scarps. Throw rates mean values show an increase from 3.3mmyr􀀀1 since the Greek-Roman period reaching 7.8mmyr􀀀1 since the Late Middle Ages. These findings highlight the needs of further investigations to evaluate the slip rates variations of other faults accommodating the flank instability. Our findings confirm that paleoseismological and morphotectonic studies are of critical value for defining surface faulting and seismic hazard in volcanic settings.
  • PublicationOpen Access
    Digital Governance and Geohazard Mitigation in Post-Earthquake Reconstruction: The 2018 Etna Case Study
    (Basel: MDPI AG, 2018-, 2026-02-01)
    Scapellato, Giovanni
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    Licciardello, Giuseppe
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    Lorenzo, Giuseppe
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    Blanco, Maria
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    Campione, Francesco
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    Carbone, Maria
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    Castorina, Salvatore
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    Londino, Antonio
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    Riggio, Mariangela
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    Sapienza, Giuseppe
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    Scrofana, Giuseppe
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    Tomarchio, Salvatore
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    Scalia, Salvatore
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    Post-disaster reconstruction requires instruments capable of ensuring procedural consistency, administrative transparency, and the systematic integration of geohazards, all of which are essential for safeguarding communities. This study presents the digital platform established under Italian Law 55/2019 for the reconstruction of the areas on Mt. Etna affected by the Mw 4.9 earthquake of 26 December 2018, emphasizing its innovative contribution to current international approaches to reconstruction governance. The platform standardizes the entire administrative workflow and is centered on the Parametric Form, which enables an objective calculation of eligible reconstruction grants based on damage indicators, vulnerability metrics, and parametric cost functions. A defining feature of the Etna model is the structural integration between administrative procedures and geohazard mitigation, achieved through updated hazard maps and protocols that incorporate geological, hydrogeological, and geomorphological conditions. This approach reframes reconstruction as an opportunity to reduce overall territorial vulnerability. The system also includes public monitoring tools (WebGIS and dashboards) that enhance traceability, compliance, and stakeholder engagement. Expected outcomes include shorter administrative timelines, improved interinstitutional coordination, and the potential transferability of the model to other emergency contexts. In comparison with international cases, the Etna experience represents an original integration of digitalization, parametric assessment, and site-specific hazard mitigation.