Learning-Based Temporal Estimation of In-Situ Wind Speed From Underwater Passive Acoustics

Learning Variational Data Assimilation Models and Solvers

(2021) R. Fablet et al.   Journal of Advances in Modeling Earth Systems

Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model

(2020) Julien Brajard et al.   Journal of Computational Science

Intercomparison of Data-Driven and Learning-Based Interpolations of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations

(2020) Maxime Beauchamp et al.   Remote Sensing

Machine Learning Methods to Approximate Rainfall and Wind From Acoustic Underwater Measurements (February 2020)

(2020) William O. Taylor et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Sea surface wind retrieval in coastal areas by means of Sentinel-1 and numerical weather prediction model data

(2019) Fabio Michele Rana et al.   REMOTE SENSING OF ENVIRONMENT

Machine Learning for the Geosciences: Challenges and Opportunities

(2019) Anuj Karpatne et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode

(2019) Chen Wang et al.   Geoscience Data Journal

Validation of Sea Surface Wind From Sentinel-1A/B SAR Data in the Coastal Regions of the Korean Peninsula

(2019) Jae-Cheol Jang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Wind Speed Estimation Using Acoustic Underwater Glider in a Near-Shore Marine Environment

(2018) Dorian Cazau et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Measuring the Marine Soundscape of the Indian Ocean with Southern Elephant Seals Used as Acoustic Gliders of Opportunity

(2017) Dorian Cazau et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

A review of operational methods of variational and ensemble-variational data assimilation

(2017) R. N. Bannister   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Monitoring Greek Seas Using Passive Underwater Acoustics

(2015) Jeffrey A. Nystuen et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Regional Rainfall Measurements Using the Passive Aquatic Listener During the SPURS Field Campaign

(2015) Jie Yang et al.   OCEANOGRAPHY

Underwater Acoustic Measurements to Estimate Wind and Rainfall in the Mediterranean Sea

(2015) Sara Pensieri et al.   Advances in Meteorology

The ERA-Interim reanalysis: configuration and performance of the data assimilation system

(2011) D. P. Dee et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

A sound budget for the southeastern Bering Sea: Measuring wind, rainfall, shipping, and other sources of underwater sound

(2010) Jeffrey A. Nystuen et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Comparison of C-Band Scatterometer CMOD5.N Equivalent Neutral Winds with ECMWF

(2009) Hans Hersbach   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY