1,297 research outputs found
Local seismic response studies in the north-western portion of the August 24th, 2016 Mw 6.0 earthquake affected area. The case of Visso village (Central Apennines).
In this work, we investigate the possible causes of the differential damaging observed in Visso village (Central Apennines, about 28 km north from the August 24th, 2016 Mw 6.0 earthquake epicenter). Following insights from the available geological cartography at 1:10.000 scale, a preliminary geophysical survey has been performed in the damaged area in order to constrain geometries and extent of the subsoil lithotypes. Then, these results have been used to retrieve a Vs profile close to the most heavily damaged buildings. This latter has been used as input for a numerical analysis aimed at deriving the motion at the ground level in the study area. In particular, a linear equivalent simulation has been performed by means of EERA code and the waveform has been obtained convolving the time history recorded during the August 24th, 2016 mainshock at Spoleto Monteluco (SPM) site. Our preliminary results indicate a possible correlation of damaging to the thickness and shape of the geological units. Nevertheless, further analyses are necessary to highlight any 2D basin and / non- linear soil behaviour effects in order to compare them to the intrinsic buildings vulnerability, according to the EMS98 guidelines
Long term effectiveness of electrochemotherapy for the treatment of lower lip squamous cell carcinoma
Purpose: Electrochemotherapy (ECT) is a therapeutic approach based on the local application of electrical pulses that permeabilize cell membranes to enhance the uptake of low-permeant chemotherapeutic agents, thus increasing their cytotoxic effects. Materials and Methods: Twenty-one patients with SCC of the lower lip were treated according to the European Standard Operating Procedures of Electrochemotherapy. Bleomycin (15,000 IU/m2 body surface area) was administered intravenously over a 1-minute period. Eight electrical pulses (amplitude, 1000 V/cm; duration, 100 ÎĽs) were generated and delivered at a repetition frequency of 5 kHz. Changes in tumor volume were used to assess treatment response. Results: Objective response (OR), complete response (CR), and partial response (PR) rates of 100%, 71.4%, and 28.6% respectively were demonstrated following a single session of ECT. ECT was well tolerated, and no adverse events occurred. Conclusions: Intravenous bleomycin-based ECT is a safe and effective therapy for SCC of the lower lip. ECT improves the quality-of-life of patients by preserving the function and the aesthetic appearance of the affected area. ECT provides a therapeutic option for elderly and frail patients who, due to their state of health, are not suitable for, or refuse surgical interventions
Integration of Sentinel-1 and Sentinel-2 data for Earth surface classification using Machine Learning algorithms implemented on Google Earth Engine
In this study, Synthetic Aperture Radar (SAR) and optical data are both
considered for Earth surface classification. Specifically, the integration of
Sentinel-1 (S-1) and Sentinel-2 (S-2) data is carried out through supervised
Machine Learning (ML) algorithms implemented on the Google Earth Engine (GEE)
platform for the classification of a particular region of interest. Achieved
results demonstrate how in this case radar and optical remote detection provide
complementary information, benefiting surface cover classification and
generally leading to increased mapping accuracy. In addition, this paper works
in the direction of proving the emerging role of GEE as an effective
cloud-based tool for handling large amounts of satellite data.Comment: 4 pages, 7 figures, IEEE InGARSS conferenc
Multitemporal analysis in Google Earth Engine for detecting urban changes using optical data and machine learning algorithms
The aim of this work is to perform a multitemporal analysis using the Google
Earth Engine (GEE) platform for the detection of changes in urban areas using
optical data and specific machine learning (ML) algorithms. As a case study,
Cairo City has been identified, in Egypt country, as one of the five most
populous megacities of the last decade in the world. Classification and change
detection analysis of the region of interest (ROI) have been carried out from
July 2013 to July 2021. Results demonstrate the validity of the proposed method
in identifying changed and unchanged urban areas over the selected period.
Furthermore, this work aims to evidence the growing significance of GEE as an
efficient cloud-based solution for managing large quantities of satellite data.Comment: 4 pages, 6 figures, 2023 InGARSS Conferenc
GWITCHHUNTERS – A CITIZEN SCIENCE PROJECT FOR THE IMPROVEMENT OF GRAVITATIONAL WAVE DETECTORS
Gravitational wave detectors are complex instruments devoted to the formidable task of measuring spacetime deformations as small as a thousandth of the size of the atomic nucleus, like those produced by the signals originating from the coalescence of compact stars. GWitchHunters is a citizen science project aimed at promoting the study of the Universe carried out with these detectors and the ongoing activities to improve their sensitivity to newer and further sources of gravitational waves. In order to reach the vastest possible audience, we have developed new strategies to present detector data in the form of images and sounds. Moreover, citizens are invited to contribute themselves to the improvement of these detectors by completing simple tasks, inspired by those actually carried out by researchers, that consist in identifying relations and patterns in the data. This constitutes an important aid to the detector characterization activity conducted by the scientists. All of this is proposed via the Zooniverse web platform, where citizens can get to know about the research on gravitational waves and enjoy giving their contribution to this field
VLT Suzaku observations of the Fermi pulsar PSR J1028-5819
We used optical images taken with the Very Large Telescope (VLT) in the B and
V bands to search for the optical counterpart of PSR J1028-5819 or constrain
its optical brightness. At the same time, we used an archival Suzaku
observation to confirm the preliminary identification of the pulsar's X-ray
counterpart obtained by Swift. Due to the large uncertainty on the pulsar's
radio position and the presence of a bright (V = 13.2) early F-type star at <
4", we could not detect its counterpart down to flux limits of B~25.4 and V
~25.3, the deepest obtained so far for PSR J1028-5819. From the Suzaku
observations, we found that the X-ray spectrum of the pulsar's candidate
counterpart is best-fit by a power-law with spectral index 1.7 +/- 0.2 and an
absorption column density NH < 10^21 cm-2, which would support the proposed
X-ray identification. Moreover, we found possible evidence for the presence of
diffuse emission around the pulsar. If real, and associated with a pulsar wind
nebula (PWN), its surface brightness and angular extent would be compatible
with the expectations for a ~100 kyr old pulsar at the PSR J1028-5819 distance.Comment: 10 pages, 9 figures, submitted to Astronomy and Astrophysic
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