output
20002025
most citedSemi-empirical dissipation source functions for ocean waves: Part I, definition, calibration and validation

1.1k citations

Showing 2020Show all

6 papers · 1 filter

physics.ao-ph2020★ 17 cited

Impact of climate change on surface stirring and transport in the Mediterranean Sea

Enrico Ser-Giacomi, Gabriel Jorda Sanchez, Javier Soto-Navarro +4

Understanding how climate change will affect oceanic fluid transport is crucial for environmental applications and human activities. However, a synoptic characterization of the inf…

cs.CV2020★ 20 cited

Cloud Cover Nowcasting with Deep Learning

Léa Berthomier, Bruno Pradel, Lior Perez

Nowcasting is a field of meteorology which aims at forecasting weather on a short term of up to a few hours. In the meteorology landscape, this field is rather specific as it requi…

physics.ao-ph2020★ 1 cited

Surface Temperature Trend Estimation over 12 Sites in Guinea Using 57 Years of Ground-Based Data

René Tato Loua, Hassan Bencherif, Nelson Bègue +5

Trend-Run model was performed to estimate the trend in surface temperatures recorded at 12 sites in Guinea from 1960 to 2016 and to examine the contribution of each climate forcing…

physics.ao-ph2020★ 205 cited

Statistical Postprocessing for Weather Forecasts -- Review, Challenges and Avenues in a Big Data World

Stéphane Vannitsem, John Bjørnar Bremnes, Jonathan Demaeyer +21

Statistical postprocessing techniques are nowadays key components of the forecasting suites in many National Meteorological Services (NMS), with for most of them, the objective of…

physics.comp-ph2020★ 18 cited

PDE-NetGen 1.0: from symbolic PDE representations of physical processes to trainable neural network representations

Olivier Pannekoucke, Ronan Fablet

Bridging physics and deep learning is a topical challenge. While deep learning frameworks open avenues in physical science, the design of physically-consistent deep neural network…

physics.ao-ph2020★ 53 cited

Modulation of the occurrence of heat waves over the Euro-Mediterranean region by the intensity of the Atlantic Multidecadal Variability

Saïd Qasmi, Emilia Sanchez-Gomez, Yohan Ruprich-Robert +2

The influence of the Atlantic Multidecadal Variability (AMV) and its amplitude on the Euro-Mediterranean summer climate is studied in two climate models, namely CNRM-CM5 and EC-Ear…