Redouane Lguensat - Concepedia

Author

Redouane Lguensat

Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance ORCID

Also Known As

Lguensat, Redouane, R. Lguensat, Redouane Lguensat

Publications

841

Citations

H-Index

Concepts

All Affiliations

Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance Sorbonne Université Université de Bretagne Occidentale IMT Atlantique Institut Pierre-Simon Laplace

About

Redouane Lguensat is an author at Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance specializing in data science, engineering, and earth science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	13	702
2	Data Science	12	12	692
3	Computer Science	3	3	110
4	Management	1	1	45
5	Climate Sciences	1	1	40

Redouane Lguensat

Publications

739

Citations

H-Index

Page 1

	Year	Citations
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat, Miao Sun, Ronan Fablet, Convolutional Neural NetworkEngineeringMachine LearningEddy DetectionMarine Sensor	2018	176
The Analog Data Assimilation Redouane Lguensat, Pierre Tandeo, Pierre Ailliot, Monthly Weather Review EngineeringWeather ForecastingEarth ScienceData AssimilationNumerical Weather Prediction	2017	170
A Deep Framework for Eddy Detection and Tracking From Satellite Sea Surface Height Data Xin Sun, Meng Zhang, Junyu Dong, IEEE Transactions on Geoscience and Remote Sensing Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningEddy Detection	2020	55
A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization Hugo Frezat, Julien Le Sommer, Ronan Fablet, Journal of Advances in Modeling Earth Systems Numerical AnalysisEngineeringMachine LearningTurbulenceClimate Modeling	2022	51
Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics Mariana Clare, Maike Sonnewald, Redouane Lguensat, Journal of Advances in Modeling Earth Systems Artificial IntelligenceOcean DynamicsMachine LearningNeural Networks (Machine Learning)Engineering	2022	45
Data-Driven Models for the Spatio-Temporal Interpolation of Satellite-Derived SST Fields Ronan Fablet, Phi Huynh Viet, Redouane Lguensat IEEE Transactions on Computational Imaging Earth ObservationEngineeringSatellite-derived Sst FieldsOceanographyEarth Science	2017	44
Revealing the Impact of Global Heating on North Atlantic Circulation Using Transparent Machine Learning Maike Sonnewald, Redouane Lguensat Journal of Advances in Modeling Earth Systems EngineeringMachine LearningClimate ModelingOceanographyGlobal Heating	2021	40
Data-Driven Interpolation of Sea Level Anomalies Using Analog Data Assimilation Redouane Lguensat, Phi Huynh Viet, Miao Sun, Remote Sensing EngineeringAnalog ModelOceanographyOptimal InterpolationGeophysical Signal Processing	2019	33
Universal differential equations for glacier ice flow modelling Jordi Bolíbar, Facundo Sapienza, Fabien Maussion, Geoscientific model development Ice-water SystemGlacierEngineeringMachine LearningData Science	2023	26
Ocean Front Detection From Instant Remote Sensing SST Images Yuting Yang, Junyu Dong, Xin Sun, IEEE Geoscience and Remote Sensing Letters Earth ObservationEngineeringSst ImagesOceanographySingularity Exponents	2016	22

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