Fusion of Ocean Observations and Simulations Using Scattering Transform M - F H/F

Fusion of Ocean Observations and Simulations Using Scattering Transform M - F H/F

The Laboratory for Ocean Physics and Satellite remote sensing (LOPS) is a joint research unit under the supervision of the French National Centre for Scientific Research (CNRS the French Research Institute for Exploitation of the Sea (Ifremer the Institut de Recherche pour le développement (IRD and the University of Western Brittany (UBO It is also a laboratory of the European University Institute of the Sea (IUEM). As a research unit, LOPS develops and participates in oceanography research programs that contribute to the development of knowledge on ocean dynamics at different timescales and spatial scales and that study the relationships between the ocean and other compartments of the Earth system, such as the atmosphere, continents, ice and living organisms. The Ifremer component of LOPS is part of Ifremer's Oceanography and Ecosystem Dynamics (ODE) department.

LOPS comprises four research teams, including the Coastal Ocean team, which conducts research on the dynamics of the coastal environment on metropolitan and overseas coastlines.

Introduction to the position and its place in the organizational chart

As part of the Coastal Ocean scientific team at UMR LOPS (ODE/LOPS/OC), the successful candidate will develop an integrated approach to combine in situ observations, satellite observations and numerical simulations in coastal environments.

What will your mission be?

Characterizing, understanding and anticipating changes in coastal oceans in the context of climate change and under pressure from human activities is a challenge for these ecosystems, which are vulnerable to such changes. Several approaches can be used to characterize these coastal regions, including various ocean observation systems (via satellite or in situ observation) and realistic numerical simulations of the coastal ocean at increasingly fine resolutions. These different approaches can be used to characterize the hydrodynamics, sediment dynamics, biogeochemistry and even biology of the coastal ocean.

In order to analyze and exploit these different datasets, the question of an integrated approach combining observations and modelling is at the heart of various research projects such as the RiOMar project ( and the LanSeaLot project (

The objective of this postdoctoral position is to use the scattering transform method to develop a product that combines the simulated and observed spatio-temporal scales in these different products. The initial analyses will be conducted in the Seine Bay, a coastal region of interest under the influence of a major river, and may be extended to other regions. Several parameters may be considered, starting with ocean temperature and moving on to more complex parameters such as salinity, suspended matter and chlorophyll concentration. The scattering transform method approach will be validated against more traditional methods such as those based on neural networks.

What will your activities be?

As part of the LandSeaLot project supported by Horizon Europe and the RiOMar PPR project, the future candidate will be responsible for:

• Assess the potential for generating a product for the Bay of Seine that combines spatio-temporal information from satellite products, numerical simulations and in situ observations using the scattering transform approach.
• Assess the quality of the resulting products and the oceanic processes reflected in them.
• Extend the analyses to various oceanic parameters (sea surface temperature, salinity, suspended matter concentration, chlorophyll-a concentration).
• Develop Bayesian assessment methods for these parameters using the datasets generated by the scattering transforms.

Who will you be working with?

Internally:

Work carried out within the LOPS Coastal Ocean team in close collaboration with the LOPS SIAM (Satellites and Air-Sea Interface) team and the Coastal Ecosystem Dynamics unit (ODE/DYNECO).

Externally:

Work carried out as part of European (Horizon Europe LandSeaLot) and national (PPR RiOMar) projects and in collaboration with, among others, all stakeholders in the ILICO research infrastructure and the COAST-HF National Observation Network.

Who are you?

• PhD in physical oceanography or geophysical fluid dynamics.
• Initial professional experiences in the field(s) are required.

Skills, knowledge and experience

• Scientific research skills in the field described in the job description.
• Knowledge of scattering transform methods or related mathematical methods.
• Knowledge of coastal physical oceanography would be an advantage.
• Skills in satellite and/or in situ and/or numerical modelling data processing and analysis.
• Strong writing skills (in French and English).

Qualities

• Research mindset and intellectual curiosity about understanding ocean processes.
• Interest in the scientific context and themes of projects related to the project.
• Ability to work in a team and engage in dialogue with colleagues from other disciplines.
• High degree of autonomy.

Benefits

• We have a remote working policy (available after 6 months' service) and our staff are entitled to 12 days of RTT leave and additional statutory leave.
• We allocate a substantial budget to skills development, through individual and team-based initiatives.
• We are committed to a CSR policy inspired by the institute's core values (sustainable mobility allowance, etc.)