Atmospheric and Oceanic Physics

Authors and titles for physics.ao-ph in Mar 2024, skipping first 25

[26]  arXiv:2403.19179 (cross-list from physics.optics) [pdf, other]

Title: Environmental monitoring using orbital angular momentum mode decomposition enhanced machine learning

Authors: Zhaozhong Chen, Ultan Daly, Aleksandr Boldin, Lenny Hirsch, Mingjian Cheng, Martin P.J. Lavery

Subjects: Optics (physics.optics); Atmospheric and Oceanic Physics (physics.ao-ph); Applied Physics (physics.app-ph); Data Analysis, Statistics and Probability (physics.data-an)

[27]  arXiv:2403.02215 (cross-list from cs.LG) [pdf, other]

Title: Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming

Authors: Yongquan Qu, Mohamed Aziz Bhouri, Pierre Gentine

Comments: Accepted at ICLR 2024 Workshop on AI4Differential Equations in Science

Subjects: Machine Learning (cs.LG); Dynamical Systems (math.DS); Chaotic Dynamics (nlin.CD); Atmospheric and Oceanic Physics (physics.ao-ph)

[28]  arXiv:2403.03966 (cross-list from astro-ph.EP) [pdf, other]

Title: Seismic and acoustic signals from the 2014 'Interstellar Meteor'

Authors: Benjamin Fernando, Pierrick Mialle, G öram Ekstr öm, Constantinos Charalambous, Steven Desch, Alan Jackson, Eleanor K. Sansom

Comments: 24 pages, 7 figures

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Solar and Stellar Astrophysics (astro-ph.SR); Atmospheric and Oceanic Physics (physics.ao-ph); Geophysics (physics.geo-ph)

[29]  arXiv:2403.04818 (cross-list from cs.LG) [pdf, other]

Title: Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy

Authors: Stefanos Giaremis, Noujoud Nader, Clint Dawson, Hartmut Kaiser, Carola Kaiser, Efstratios Nikidis

Subjects: Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph)

[30]  arXiv:2403.06844 (cross-list from astro-ph.EP) [pdf, other]

Title: ExoCubed: A Riemann-Solver based Cubed-Sphere Dynamic Core for Planetary Atmospheres

Authors: Sihe Chen, Cheng Li

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Atmospheric and Oceanic Physics (physics.ao-ph)

[31]  arXiv:2403.07966 (cross-list from cs.LG) [pdf, other]

Title: Applying ranking techniques for estimating influence of Earth variables on temperature forecast error

Authors: M. Julia Flores, Melissa Ruiz-Vásquez, Ana Bastos, René Orth

Comments: 17 pages, 19 figures, 5 tables, results SIMD UCLM - BGC Jena collaboration, research stay

Subjects: Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph)

[32]  arXiv:2403.10139 (cross-list from math.DS) [pdf, other]

Title: Modeling Multiday Extreme Precipitation Across Eastern Australia: A Dynamical Perspective

Authors: Ruethaichanok Kardkasem, Meagan Carney

Subjects: Dynamical Systems (math.DS); Atmospheric and Oceanic Physics (physics.ao-ph)

[33]  arXiv:2403.10555 (cross-list from cs.LG) [pdf, other]

Title: KARINA: An Efficient Deep Learning Model for Global Weather Forecast

Authors: Minjong Cheon, Yo-Hwan Choi, Seon-Yu Kang, Yumi Choi, Jeong-Gil Lee, Daehyun Kang

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Atmospheric and Oceanic Physics (physics.ao-ph)

[34]  arXiv:2403.12366 (cross-list from cs.LG) [pdf, ps, other]

Title: U-Net Kalman Filter (UNetKF): An Example of Machine Learning-assisted Ensemble Data Assimilation

Authors: Feiyu Lu

Subjects: Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph)

[35]  arXiv:2403.14395 (cross-list from eess.IV) [pdf, other]

Title: Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data -- A Retrospective Case Study of Central Vietnam

Authors: Tran-Vu La, Thanh Huy Nguyen, Patrick Matgen, Marco Chini

Comments: Accepted for publication in IEEE 2024 International Geoscience & Remote Sensing Symposium (IGARSS 2024)

Subjects: Image and Video Processing (eess.IV); Atmospheric and Oceanic Physics (physics.ao-ph)

[36]  arXiv:2403.17016 (cross-list from cs.CV) [pdf, other]

Title: HEAL-ViT: Vision Transformers on a spherical mesh for medium-range weather forecasting

Authors: Vivek Ramavajjala

Comments: 18 pages, 14 figures, preprint

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph)