1.7k citations
- Cooperative Institute for Research in Environmental SciencesUS39 papers
- University of Colorado BoulderUS36 papers
- NOAA Space Weather Prediction Center28 papers
- Goddard Space Flight CenterUS19 papers
- NOAA National Centers for Environmental InformationUS17 papers
- NSF National Center for Atmospheric ResearchUS12 papers
- Centre National de la Recherche ScientifiqueFR11 papers
- Royal Observatory of BelgiumBE10 papers
- Johns Hopkins University Applied Physics LaboratoryUS9 papers
- Lockheed Martin (United States)US9 papers
- Southwest Research InstituteUS9 papers
- Marshall Space Flight CenterUS8 papers
16 papers · 1 filter
Physics-informed laboratory estimation of Sargassum windage
M. J. Olascoaga, F. J. Beron-Vera, R. T. Beyea +5
A recent Maxey--Riley theory for \sarg raft motion, which models a raft as a network of elastically interacting finite-size, buoyant particles, predicts the carrying flow velocity…
Dynamical geography and transition paths of Sargassum in the tropical Atlantic
F. J. Beron-Vera, M. J. Olascoaga, N. Putman +3
By analyzing a time-homogeneous Markov chain constructed using trajectories of undrogued drifting buoys from the NOAA's Global Drifter Program, we find that probability density can…
On the modern deep learning approaches for precipitation downscaling
Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh +5
Deep Learning (DL) based downscaling has become a popular tool in earth sciences recently. Increasingly, different DL approaches are being adopted to downscale coarser precipitatio…
Carriers of \emph{Sargassum} and mechanism for coastal inundation in the Caribbean Sea
F. Andrade-Canto, F. J. Beron-Vera, G. J. Goni +3
We identify effective carriers of \emph{Sargassum} in the Caribbean Sea and describe a mechanism for coastal choking. Revealed from satellite altimetry, the carriers of \emph{Sarga…
Development of a Flexible Coupling Framework for Coastal Inundation Studies
Saeed Moghimi, Andre van der Westhuysen, Ali Abdolali +6
To enable flexible model coupling in coastal inundation studies, a coupling framework based on ESMF/NUOPC technology under a common modeling framework called the NOAA Environmental…
Using Machine Learning for Model Physics: an Overview
Vladimir Krasnopolsky, Aleksei A. Belochitski
In the overview, a generic mathematical object (mapping) is introduced, and its relation to model physics parameterization is explained. Machine learning (ML) tools that can be use…