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Contenu archivé le 2022-12-23

Statistical determination of earthquake signature on the base of satellite DEMETER data, including an artificial intelligence system

Objectif

This proposal directed to the investigation of the ionospheric/magnetospheric response on the seismic activity and the determination of specific characteristics of the manifestation for the sequence: foreshocks - main shock - aftershocks. Proposed research based on the satellite DEMETER measurements. One of the crucial elements of the project is development of the problem-oriented system for data processing, which will be included artificial intelligent method and classic statistics.

The project composed of three main parts:

- Design the problem-oriented system for satellite data treatment, involved classic facilities of data analysis and the artificial intelligence method - to search earthquakes signature on the basis of ionospheric and magnetospheric parameters, measured on DEMETER satellite;

- The satellite data analyses, determination of background parameters and interpretation results to determine the typical "portrait" (physical model) of the seismic imaging in ionosphere/magnetosphere;

- Verification results of point (ii) by means of the man-maid ground-based acoustic generator and correction the physical model of earthquake's related magnetospheric manifestation.

The main scientific objectives of the project are:

- Search reliable sign of earthquake on satellite measurements.

- Elucidate physical mechanism of energy transport from the source of seismic active region to the ionosphere and magnetosphere;

- Determine electromagnetic emission and parameters of ionospheric/magnetospheric plasma, which are the most sensitive and typical for earthquakes signature;

- Explore the difference between foreshocks - main shock and main shock - aftershocks;

- Discover the relationship between the earthquake magnitude and the ionospheric/magnetospheric manifestation.

Same supplementary results will be recovered in the frame of the project:

1. Algorithms of undetermined relationships searching for heterogeneous phenomena will be formulates and the software system shell be created;

2. Statistical distribution of electromagnetic wave intensity and thermal plasma density on the altitude of 800 km (exclude high latitude regions) and its spatial peculiarity will be determined.

3. Experimental and theoretical analysis of acoustic-gravity wave propagation from a ground - based acoustic powerful generator up to ionospheric altitudes will be promoted.

Appel à propositions

Data not available

Régime de financement

Data not available

Coordinateur

Centre National de la Recherche Scientifique
Contribution de l’UE
Aucune donnée
Adresse
3A, avenue de la Recherche Scientifique
45071 Orléans
France

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Coût total
Aucune donnée

Participants (5)