Antonio Crupi

Dr. Antonio Crupi


Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

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

Representative Publications

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5 September 2021 in Applied Sciences
Verified
Journal Article
Open access
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Giovanni RandazzoGiovanni Randazzo
Giovanni Randazzo
Francesco ItalianoFrancesco Italiano
Francesco Italiano
AMAnton Micallef
Anton Micallef
Agostino TomaselloAgostino Tomasello
Agostino Tomasello
FCFederica Paola Cassetti
Federica Paola Cassetti
Anselme MuzirafutiAnselme Muzirafuti
Anselme Muzirafuti
Within an E.U.-funded project, BESS (Pocket Beach Management and Remote Surveillance System), the notion of a geographic information system is an indispensable tool for managing the dynamics of georeferenced data and information for any form of territorial planning. This notion was further explored with the creation of a WebGIS portal that will allow local and regional stakeholders/authorities obtain an easy remote access tool to monitor the status of pocket beaches (PB) in the Maltese Archipelago and Sicily. In this paper, we provide a methodological approach for the implementation of a WebGIS necessary for very detailed dynamic mapping and visualization of geospatial coastal data; the description of the dataset necessary for the monitoring of coastal areas, especially the PBs; and a demonstration of a case study for the PBs of Sicily and Malta by using the methodology and the dataset used during the BESS project. Detailed steps involved in the creation of the WebGIS are presented. These include data preparation, data storage, and data publication and transformation into geo-services. With the help of different Open Geospatial Consortium protocols, the WebGIS displays different layers of information for 134 PBs including orthophotos, sedimentological/geomorphological beach characteristics, shoreline evolution, geometric and morphological parameters, shallow water bathymetry, and photographs of pocket beaches. The WebGIS allows not only for identifying, evaluating, and directing potential solutions to present and arising issues, but also enables public access and involvement. It reflects a platform for future local and regional coastal zone monitoring and management, by promoting public/private involvement in addressing coastal issues and providing local public administrations with an improved technology to monitor coastal changes and help better plan suitable interventions.

Verified
Journal Article
Open access
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Anselme MuzirafutiAnselme Muzirafuti
Anselme Muzirafuti
GBGiovanni Barreca
Giovanni Barreca
ACAntonio Crupi
Antonio Crupi
GFGiancarlo Faina
Giancarlo Faina
DPDiego Paltrinieri
Diego Paltrinieri
Giovanni RandazzoGiovanni Randazzo
Giovanni Randazzo
The results of absolute satellite-derived bathymetry (SDB) are presented in the current study. A comparative analysis was conducted on empirical methods in order to explore the potential of SDB in shallow water on the coast of Misano, Italy. Operations were carried out by relying on limited in situ water depth data to extract and calibrate bathymetry from a QuickBird satellite image acquired on a highly dynamic coastal environment. The image was processed using the log-band ratio and optimal band ratio analysis (OBRA) methods. Preprocessing steps included the conversion of the raw satellite image into top of atmosphere reflectance, spatial filtering, land and water classification, the determination of the optimal OBRA spectral band pairs, and the estimation of relative SDB. Furthermore, calibration and vertical referencing were performed via in situ bathymetry acquired in November 2007. The relative bathymetry obtained from different band ratios were vertically referenced to the local datum using in situ water depth in order to obtain absolute SDB. The coefficient of determination (R2) and vertical root mean square error (RMSE) were computed for each method. A strong correlation with in situ field bathymetry was observed for both methods, with R2 = 0.8682 and RMSE = 0.518 m for the log-band ratio method and R2 = 0.8927–0.9108 and RMSE = 0.35 m for the OBRA method. This indicated a high degree of confidence of the SDB results obtained for the study area, with a high performance of the OBRA method for SDB mapping in turbid water.

8 May 2020 in Geosciences
Verified
Journal Article
Open access
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Giovanni RandazzoGiovanni Randazzo
Giovanni Randazzo
GBGiovanni Barreca
Giovanni Barreca
MCMaria Cascio
Maria Cascio
ACAntonio Crupi
Antonio Crupi
MFMarco Fontana
Marco Fontana
Anselme MuzirafutiAnselme Muzirafuti
Anselme Muzirafuti
The amount of Earth observation images available to the public has been the main source of information, helping governments and decision-makers tackling the current world’s most pressing global challenge. However, a number of highly skilled and qualified personnel are still needed to fill the gap and help turn these data into intelligence. In addition, the accuracy of this intelligence relies on the quality of these images in times of temporal, spatial, and spectral resolution. For the purpose of contributing to the global effort aiming at monitoring natural and anthropic processes affecting coastal areas, we proposed a framework for image processing to extract the shoreline and the shallow water depth on GeoEye-1 satellite image and orthomosaic image acquired by an unmanned aerial vehicle (UAV) on the coast of San Vito Lo Capo, with image preprocessing steps involving orthorectification, atmospheric correction, pan sharpening, and binary imaging for water and non-water pixels analysis. Binary imaging analysis step was followed by automatic instantaneous shoreline extraction on a digital image and satellite-derived bathymetry (SDB) mapping on GeoEye-1 water pixels. The extraction of instantaneous shoreline was conducted automatically in ENVI software using a raster to vector (R2V) algorithm, whereas the SDB was computed in ArcGIS software using a log-band ratio method applied on the satellite image and available field data for calibration and vertical referencing. The results obtained from these very high spatial resolution images demonstrated the ability of remote sensing techniques in providing information where techniques using traditional methods present some limitations, especially due to their inability to map hard-to-reach areas and very dynamic near shoreline waters. We noticed that for the period of 5 years, the shoreline of San Vito Lo Capo sand beach migrated about 15 m inland, indicating the high dynamism of this coastal area. The bathymetric information obtained on the GeoEye-1 satellite image provided water depth until 10 m deep with R2 = 0.753. In this paper, we presented cost-effective and practical methods for automatic shoreline extraction and bathymetric mapping of shallow water, which can be adopted for the management and the monitoring of coastal areas.

24 April 2020 in Resources
Verified
Journal Article
Open access
PDF file
Anselme MuzirafutiAnselme Muzirafuti
Anselme Muzirafuti
MBMustapha Boualoul
Mustapha Boualoul
GBGiovanni Barreca
Giovanni Barreca
AAallaoui abdelhamid
allaoui abdelhamid
BHBOUIKBANE Hmad
BOUIKBANE Hmad
Giovanni RandazzoGiovanni Randazzo
Giovanni Randazzo
The Causse of El Hajeb belongs to the Tabular Middle Atlas (TMA), in which thousands of karst landforms have been identified. Among them, collapse dolines and dissolution sinkholes have been highlighted as a source of environmental risks and geo-hazards. In particular, such sinkholes have been linked to the degradation of water quality in water springs located in the junction of the TMA and Saïss basin. Furthermore, the developments of collapse dolines in agricultural and inhabited areas enhance the risk of life loss, injury, and property damage. Here, the lack of research on newly formed cavities has exacerbated the situation. The limited studies using remote sensing or geophysical methods to determine the degree of karstification and vulnerability of this environment fail to provide the spatial extent and depth location of individual karst cavities. In order to contribute to the effort of sinkhole risk reduction in TMA, we employed remote sensing and geophysical surveys to integrate electrical resistivity tomography (ERT) and self-potential (SP) for subsurface characterization of four sinkholes identified in the Causse of El Hajeb. The results revealed the existence of sinkholes, both visible and non-accessible at the surface, in carbonate rocks. The sinkholes exhibited distinct morphologies, with depths reaching 35 m. Topography, geographic coordinates and land cover information extracted on remote sensing data demonstrated that these cavities were developed in depressions in which agricultural activities are regularly performed. The fusion of these methods benefits from remote sensing in geophysical surveys, particularly in acquisition, georeferencing, processing and interpretation of geophysical data. Furthermore, our proposed method allows identification of the protection perimeter required to minimize the risks posed by sinkholes.
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28 April 2014 in Journal of Coastal Research
Verified
Journal Article
Closed access
Giovanni RandazzoGiovanni Randazzo
Giovanni Randazzo
CCClaudia Cigala
Claudia Cigala
ACAntonio Crupi
Antonio Crupi
SLStefania Lanza
Stefania Lanza
Randazzo, G., Cigala, C., Crupi, A., Lanza, S., 2014. The natural causes of shoreline evolution of Capo Peloro, the northernmost point of Sicily (Italy). In: Green, A.N. and Cooper, J.A.G. (eds.), Proceedings 13th International Coastal Symposium (Durban, South Africa), Journal of Coastal Research, Special Issue No. 70, pp. 199–204, ISSN 0749-0208. During recent times, the world's coastline has been constantly changing, and factors such as: the absence of sediment transport from rivers, urbanization of the coastal zone, construction of protective structures and ports, contribute to such change. An increase in frequency and intensity of storm events may also play a role. In the area of Capo Peloro (eastern Sicily) in the last 180 years, the changing coastline has been assessed using maps, aerial photographs, urban plans, historical notes, and surveys from 1824 to 2013 with the support of a long winded dataset series (1951 to 2012). The area of Capo Peloro is the northernmost headland of Sicily, div...