Funded PhD position Assimilation of geodetic data for risk assessment in near-real time by means of a particle filter, ISTerre-LISTIC, Chambéry, France

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From: Virginie Pinel <virginie.pinel@xxxxxxxxxxx>


Funded PhD position* Assimilation of geodetic data for risk assessment in
near-real time by means of a particle filter*, ISTerre-LISTIC, Chambéry,
France.



*The main objective of this thesis is to improve the integration of
geodetic data provided by remote sensing and dynamical mechanical models
for magma transport, thus meeting a crucial need in modern volcanology. *The
PhD position is partly funded by the French National Research Agency (ANR)
and the French Space Agency (CNES). The work will be carried out at
University Savoie-Mont Blanc at ISTerre, in the Volcano Team located at
Chambéry and supervised jointly by Virginie Pinel, Yajing Yan and Andy
Hooper (University of Leeds, UK).



Responsibilities:

The PhD will focus on the development of an efficient data assimilation
strategy based on the particle filter allowing to use timely available
geodetic deformation data to predict the location and timing of eruptive
vents resulting from magmatic intrusions propagation. This work will build
on our experience in applying sequential data assimilation techniques (i.e.
Ensemble Kalman Filter) to volcanological problems (Bato et al, 2017, Bato
et al., 2018) and in modeling magma propagation.



Qualification:

The Ph.D candidate should have a strong background in mathematics /
statistics and/or geophysics. Knowledge in volcanology or computational
skills are appreciated.



Contact:

The position will start in October 2021. Further information can be
obtained from Dr. Virginie Pinel (Virginie.Pinel@xxxxxxxxxxx). Candidates
must apply on the CNES website (
*https://recrutement.cnes.fr/en/annonce/1099951-043-assimilation-of-geodetic-data-for-risk-assessment-38610-gieres*
<https://recrutement.cnes.fr/en/annonce/1099951-043-assimilation-of-geodetic-data-for-risk-assessment-38610-gieres>)
before April, 2 2021.


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