Applied Sciences Journal--Special Issue: Data processing and Modeling

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From: Alessandro Bonforte <alessandro.bonforte@xxxxxxx>


Dear colleagues,

I would like to inform you about the Special Issue of Applied Sciences
Journal (IF 2.217) on Data Processing and Modeling on Volcanic and Seismic
Areas.
Please, consider to contribute to this issue by submitting your
manuscripts. The deadline is August 31, 2020. Follow this link to
instructions and submission (
https://www.mdpi.com/journal/applsci/special_issues/volcanic_seismic)

Summary:
The recent growth of multi-sensor monitoring networks and satellites with
the exponential increase of the spatiotemporal amount of data has revealed
increasingly compelling the need to develop data processing, analysis and
modeling tools capable of handling large amounts of data and synthesizing
the useful information.
Data processing, analysis and modeling techniques may allow identifying
significant information to be integrated into volcanic/seismological
monitoring systems. The new developed technology is expected to improve
operational hazard detection, alerting, and management capabilities.
Technological evolution, as well as the increasing availability of new
sensors and platforms and freely available data, pose a new challenge to
the scientific community for developing new tools and methods able to
integrate and process different information. Emergencies and crises
evidence how the rapid response in processing all the available information
is also crucial in helping decision makers to mitigate the risk to the
exposed population. Prompt data analysis requires a variety of tools such
as event detection, phenomenon recognition and classification, hazard
assessment and episode forecast.
This special issue intends to collect new ideas and contributions at the
frontier between the fields of data handling, processing and the modeling
for volcanic and seismic systems. The primary aspect of any contribution
should be novelty and originality.
Specific topics of interest for this special issue include, but are not
limited to:
- Modeling volcano and earthquake deformation
- Spatiotemporal data analysis
- Tools for diagnosis of unrest patterns using statistical analytics and
current advancement of machine learning techniques
- Automatic procedures for data processing, standardization, and rapid
integration into a centralized monitoring platform
- Anomalies detection and precursor recognition in data


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