Atmospheric and Oceanic Physics

Authors and titles for September 2025

[1] arXiv:2509.00007 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: DiffTopo: Solver in the Loop for Inverse Topography via Condition Diffusion Generation Show Chinese title

Title: DiffTopo：通过条件扩散生成的逆地形求解器

Aoming Liang, Qi Liu, Weicheng Cui

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[2] arXiv:2509.00010 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: CERA: A Framework for Improved Generalization of Machine Learning Models to Changed Climates Show Chinese title

Title: CERA：一种用于改进机器学习模型对变化气候泛化的框架

Shuchang Liu, Paul A. O'Gorman

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

[3] arXiv:2509.00015 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: MedFormer: a data-driven model for forecasting the Mediterranean Sea Show Chinese title

Title: MedFormer：一种用于预测地中海的数据显示模型

Italo Epicoco, Davide Donno, Gabriele Accarino, Simone Norberti, Alessandro Grandi, Michele Giurato, Ronan McAdam, Donatello Elia, Emanuela Clementi, Paola Nassisi, Enrico Scoccimarro, Giovanni Coppini, Silvio Gualdi, Giovanni Aloisio, Simona Masina, Giulio Boccaletti, Antonio Navarra

Comments: 29 pages, 51 images, it will be submitted to Science

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

[4] arXiv:2509.00017 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Deep Learning for Operational High-Resolution Nowcasting in Switzerland Using Graph Neural Networks Show Chinese title

Title: 使用图神经网络的瑞士操作性高分辨率实时预报深度学习

Ophélia Miralles, Daniele Nerini, Jonas Bhend, Baudouin Raoult, Christoph Spirig

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

[5] arXiv:2509.00211 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Towards a Climate OSSE Framework for Satellite Mission Design Show Chinese title

Title: 面向卫星任务设计的气候OSSE框架

Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier-Walqui, Grégory V. Cesana, Elizabeth Weatherhead, George Tselioudis, Gavin Schmidt, Donifan Barahona, Brian Cairns, William D. Collins, David Considine, Lidia Cucurull, Larry DiGirolamo, Amber Emory, Otto Hasekamp, Shan He, Ryan Kramer, Matthew Lebsock, Tsengdar Lee, Stephen Leroy, Wuyin Lin, Steven Lugauer, Daniel Miller, Johannes Mülmenstädt, Lazaros Oreopoulos, Derek J. Posselt, Mark D. Zelinkas

Comments: submitted to the Bulletin of the American Meteorological Society on 1 April 2025

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[6] arXiv:2509.00965 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: A Multi-Physics Eulerian Framework for Long-Term Contrail Evolution Show Chinese title

Title: 一种用于长期尾迹演化的多物理欧拉框架

Amin Jafarimoghaddam, Manuel Soler

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[7] arXiv:2509.01141 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Imputing Missing Long-Term Spatiotemporal Multivariate Atmospheric Data with CNN-Transformer Machine Learning Show Chinese title

Title: 使用CNN-Transformer机器学习填补缺失的长期时空多变量大气数据

Jiahui Hu, Wenjun Dong, Alan Z. Liu

Comments: 16 pages, 4 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[8] arXiv:2509.01615 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Dynamical Systems Perspective for a Real-Time Response to a Marine Oil Spill Show Chinese title

Title: 实时响应海洋石油泄漏的动力系统观点

V. J. Garcia-Garrido, A. Ramos, A. M. Mancho, J. Coca, S. Wiggins

Comments: 23 pages, 5 figures

Journal-ref: Marine Pollution Bulletin 112, 201-210 (2016)

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

[9] arXiv:2509.01879 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: An Observations-focused Assessment of Global AI Weather Prediction Models During the South Asian Monsoon Show Chinese title

Title: 基于观测的南亚季风期间全球AI天气预测模型评估

Aman Gupta, Aditi Sheshadri, Dhruv Suri

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

[10] arXiv:2509.02929 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: The Australian Identification, Nowcasting and Tracking Algorithm (A.I.N.T.) Show Chinese title

Title: 澳大利亚识别、实时预测和跟踪算法（A.I.N.T.）

Jordan Brook, Hamish McGowan, Matt Mason, Joshua Soderholm, Alain Protat

Comments: This document has been uploaded upon request to create a reference for subsequent work that has used it

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[11] arXiv:2509.03816 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves Show Chinese title

Title: 微调人工智能基础模型以开发亚网格尺度参数化方法：大气重力波的案例研究

Aman Gupta, Aditi Sheshadri, Sujit Roy, Johannes Schmude, Vishal Gaur, Wei Ji Leong, Manil Maskey, Rahul Ramachandran

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

[12] arXiv:2509.03968 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Strengthening national capability in urban climate science: an Australian perspective Show Chinese title

Title: 加强国家在城市气候科学方面的能力：澳大利亚的视角

Negin Nazarian, Andy J Pitman, Mathew J Lipson, Melissa A Hart, Helen Cleugh, Ian Harman, Marcus J Thatcher, Annette L Hirsch, Giovanni Di Virgilio, Matthew L Riley, Nigel Tapper, Jason P Evans, Christian Jakob, Pascal Perez

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[13] arXiv:2509.04120 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Multiple Scattering Effects in Noctilucent Clouds: Numerical Estimation and Application to Altitude and Particle Size Measurements Show Chinese title

Title: 极光云中的多次散射效应：数值估算及其在高度和粒子尺寸测量中的应用

Oleg S. Ugolnikov

Comments: 15 pages, 11 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Optics (physics.optics)

[14] arXiv:2509.04627 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Using Cosmic Rays to Predict the Weather: Meteorological Data Assimilation of Atmospheric Muon Flux Data Show Chinese title

Title: 利用宇宙射线预测天气：大气μ子通量数据的气象数据同化

William Luszczak, Man-Yau Chan

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

[15] arXiv:2509.04991 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: High-Resolution Global Land Surface Temperature Retrieval via a Coupled Mechanism-Machine Learning Framework Show Chinese title

Title: 基于耦合机制-机器学习框架的高分辨率全球地表温度反演

Tian Xie, Huanfeng Shen, Menghui Jiang, Juan-Carlos Jiménez-Muñoz, José A. Sobrino, Huifang Li, Chao Zeng

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

[16] arXiv:2509.05043 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Detecting extreme event-driven causality Show Chinese title

Title: 检测极端事件驱动的因果关系

Siyang Yu, Yu Huang, Zuntao Fu

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

[17] arXiv:2509.05536 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Adaptive time-stepping for the Super-Droplet Method Monte Carlo collision-coalescence scheme Show Chinese title

Title: 自适应时间步长的超级液滴方法蒙特卡罗碰撞凝聚方案

Emma Ware, Piotr Bartman-Szwarc, Adele L. Igel, Sylwester Arabas

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Computational Physics (physics.comp-ph)

[18] arXiv:2509.05869 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Tidally Induced Turbulence in the Abyssal Ocean Show Chinese title

Title: 深海中的潮汐诱发湍流

Yidongfang Si, Raffaele Ferrari, Gunnar Voet

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Fluid Dynamics (physics.flu-dyn)

[19] arXiv:2509.06227 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Distillation of CNN Ensemble Results for Enhanced Long-Term Prediction of the ENSO Phenomenon Show Chinese title

Title: CNN集成结果的蒸馏用于ENSO现象的增强长期预测

Saghar Ganji, Mohammad Naisipour, Alireza Hassani, Arash Adib

Comments: 20 pages, 7 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Artificial Intelligence (cs.AI) ; Computational Engineering, Finance, and Science (cs.CE) ; Applied Physics (physics.app-ph)

[20] arXiv:2509.06457 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Seasonal forecasting using the GenCast probabilistic machine learning model Show Chinese title

Title: 基于GenCast概率机器学习模型的季节性预测

Bobby Antonio, Kristian Strommen, Hannah M. Christensen

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[21] arXiv:2509.07688 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Understanding Ice Crystal Habit Diversity with Self-Supervised Learning Show Chinese title

Title: 用自监督学习理解冰晶形态的多样性

Joseph Ko, Hariprasath Govindarajan, Fredrik Lindsten, Vanessa Przybylo, Kara Sulia, Marcus van Lier-Walqui, Kara Lamb

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

[22] arXiv:2509.07986 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Multidecadal forcing of European windstorm losses in CMIP6-DAMIP models Show Chinese title

Title: 欧洲风暴损失的多年代强迫在CMIP6-DAMIP模型中

Stephen Cusack

Comments: 4 figures, 1 table, 3781 words from Abstract to Acknowledgments

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[23] arXiv:2509.08369 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Stop using root-mean-square error as a precipitation target! Show Chinese title

Title: 不要将均方根误差作为降水目标！

Kieran M. R. Hunt

Comments: Submitted to AIES

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[24] arXiv:2509.08802 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Using machine learning to downscale coarse-resolution environmental variables for understanding the spatial frequency of convective storms Show Chinese title

Title: 使用机器学习来降尺度粗分辨率环境变量以理解对流风暴的空间频率

Hungjui Yu, Lander Ver Hoef, Kristen L. Rasmussen, Imme Ebert-Uphoff

Comments: 39 pages, 13 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[25] arXiv:2509.08816 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain Show Chinese title

Title: 基于卫星的降雨估计和检测的基准数据集

Simon Pfreundschuh, Malarvizhi Arulraj, Ali Behrangi, Linda Bogerd, Alan James Peixoto Calheiros, Daniele Casella, Neda Dolatabadi, Clement Guilloteau, Jie Gong, Christian D. Kummerow, Pierre Kirstetter, Gyuwon Lee, Maximilian Maahn, Lisa Milani, Giulia Panegrossi, Rayana Palharini, Veljko Petković, Soorok Ryu, Paolo Sanò, Jackson Tan

Comments: 42 pages, 14 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[26] arXiv:2509.09556 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: A Hybrid Analytical Framework for Asymmetric Pressure and Boundary Layer Wind Simulation in Nor'easters Show Chinese title

Title: 一种用于Nor'easters中不对称压力和边界层风模拟的混合分析框架

Seyedeh Fatemeh Mirfakhar, Reda Snaiki, Frank Lombardo

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[27] arXiv:2509.09628 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Arctic Oscillation Modulation of Winter Air-Sea Coupling in the East/Japan Sea: Persistence, Timescales, and Extremes Show Chinese title

Title: 北极涛动对日本海冬季海气耦合的调制：持续性、时间尺度和极端情况

Gyuchang Lim, JongJin Park

Comments: 29 pages, 6 Figures, 3 Supplementary Figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[28] arXiv:2509.10016 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: SvalMIZ-25 Svalbard Marginal Ice Zone Campaign 2025 -- Cruise Report Show Chinese title

Title: SvalMIZ-25 斯瓦尔巴边缘冰区2025活动——航行报告

M. Müller, J. Rabault, C. Palerme, J. Tjernström

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[29] arXiv:2509.10233 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Wintertime Cross-correlational Structures between Sea Surface Temperature Anomaly and Atmospheric-and-Oceanic Fields in the East/Japan Sea Under Arctic Oscillation Show Chinese title

Title: 冬季北极涛动下日本海海面温度异常与大气和海洋场之间的交叉相关结构

Gyuchang Lim, JongJin Park

Comments: 24 pages, 12 Figures, 3 Appendices

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[30] arXiv:2509.10399 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: A Deep Learning Model of Lightning Stroke Density Show Chinese title

Title: 一种闪电击中密度的深度学习模型

Randall Jones II, Joel A. Thornton, Chris J. Wright, Robert Holzworth

Comments: 24 pages, 10 figures in min body

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[31] arXiv:2509.10494 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: DeepSeasons: a Deep Learning scale-selecting approach to Seasonal Forecasts Show Chinese title

Title: DeepSeasons：一种深度学习的尺度选择方法用于季节性预测

A. Navarra, G. G. Navarra

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

[32] arXiv:2509.10639 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: How does an AI Weather Model Learn to Forecast Extreme Weather? Show Chinese title

Title: 人工智能天气模型如何学习预测极端天气？

Rebecca Baiman, Elizabeth A. Barnes, Ankur Mahesh

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[33] arXiv:2509.11975 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Probabilistic modelling of atmosphere-surface coupling with a copula Bayesian network Show Chinese title

Title: 基于Copula贝叶斯网络的大气-地表耦合概率建模

Laura Mack, Marvin Kähnert, Norbert Pirk

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Applications (stat.AP)

[34] arXiv:2509.12118 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Homogeneous soil moisture fields suppress Sahelian MCS frequency Show Chinese title

Title: 均质的土壤湿度场抑制萨赫勒MCS频率

Ben Maybee, Cornelia Klein, Christopher M. Taylor, Helen Burns, John H. Marsham

Comments: 10 pages, 4 figures; Supplementary PDF

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[35] arXiv:2509.12490 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: SamudrACE: Fast and Accurate Coupled Climate Modeling with 3D Ocean and Atmosphere Emulators Show Chinese title

Title: SamudrACE：具有三维海洋和大气模拟器的快速准确耦合气候建模

James P. C. Duncan, Elynn Wu, Surya Dheeshjith, Adam Subel, Troy Arcomano, Spencer K. Clark, Brian Henn, Anna Kwa, Jeremy McGibbon, W. Andre Perkins, William Gregory, Carlos Fernandez-Granda, Julius Busecke, Oliver Watt-Meyer, William J. Hurlin, Alistair Adcroft, Laure Zanna, Christopher Bretherton

Comments: 23 pages, 17 figures

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

[36] arXiv:2509.12536 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Enhanced Hydrodynamic Modeling of Offshore Wind Turbines using Morison's Equation with Frequency-Dependent Coefficients Show Chinese title

Title: 使用频率相关系数的莫里森方程对海上风力涡轮机的增强水动力模型

Md Sakif, Doyal Sarker, Kazi Mohsin, Tri Ngo, Tuhin Das

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[37] arXiv:2509.12807 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Constraining Atmospheric River Uncertainty Using Instantaneous Poleward Latent Heat Transport Show Chinese title

Title: 利用瞬时向极潜热输送约束大气河的不确定性

Ankur Mahesh, William D. Collins, William R. Boos, Travis A. OBrien, Yang Zhou

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[38] arXiv:2509.14020 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Artificial neural networks ensemble methodology to predict significant wave height Show Chinese title

Title: 人工神经网络集成方法预测有效波高

Felipe Crivellaro Minuzzi, Leandro Farina

Journal-ref: Ocean Engineering, 300 (2024) 117479

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Machine Learning (cs.LG) ; Data Analysis, Statistics and Probability (physics.data-an)

[39] arXiv:2509.14081 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Radar Maxima: calibrated area-based probabilistic forecasts for heavy precipitation Show Chinese title

Title: 雷达极大值：基于校准区域的极端降水概率预报

Reinhold Hess

Comments: 17 pages, 8 figures, 1 table

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

[40] arXiv:2509.15166 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Top- and bottom-heavy vertical velocity structures: physical modes of layered atmospheric models Show Chinese title

Title: 顶部和底部厚重的垂直速度结构：分层大气模型的物理模态

Fiaz Ahmed, J. David Neelin

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[41] arXiv:2509.15942 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching Show Chinese title

Title: 阿丘斯气候：基于流匹配的概率十年集合生成

Graham Clyne, Guillaume Couairon, Guillaume Gastineau, Claire Monteleoni, Anastase Charantonis

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Artificial Intelligence (cs.AI)

[42] arXiv:2509.16568 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Satellite-derived Land Surface Temperatures Strongly Mischaracterise Urban Heat Hazard Show Chinese title

Title: 卫星衍生的地表温度强烈地错误表征了城市热危害

Wenfeng Zhan, Benjamin Bechtel, Huilin Du, TC Chakraborty, Simone Kotthaus, E. Scott Krayenhoff, Alberto Martilli, Marzie Naserikia, Negin Nazarian, Matthias Roth, Panagiotis Sismanidis, Iain D. Stewart, James Voogt

Comments: 24 pages, 5 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[43] arXiv:2509.17015 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: A data-driven global ocean forecasting model with sub-daily and eddy-resolving resolution Show Chinese title

Title: 具有亚日和涡旋分辨分辨率的数据驱动全球海洋预测模型

Yuan Niu, Qiusheng Huang, Xiaohui Zhong, Anboyu Guo, Lei Chen, Xiaoyan Jia, Jiawei Qi, Dianjun Zhang, Hao Li, Xuefeng Zhang

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[44] arXiv:2509.17217 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: An idealized general circulation model for the atmospheric circulation on the ice giants Show Chinese title

Title: 用于冰巨星大气环流的理想化通用环流模型

Ilai Guendelman, Yoahi Kaspi

Comments: accepted to Astronomy and Astrophysics

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

[45] arXiv:2509.17526 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Key role of the Madden-Julian Oscillation on humid heatwaves Show Chinese title

Title: 湿润热浪中 Madden-Julian 振荡的关键作用

Claire Rocuet (UPF, SECOPOL), Takeshi Izumo (IRD [Polynésie], SECOPOL), Bastien Pagli (UPF, IRD [Polynésie], SECOPOL), Neil J Holbrook (IMAS), Sophie Cravatte (IRD [Nouvelle-Calédonie], LEGOS), Marania Hopuare (UPF, GePaSUD), Maxime Colin (ZMT)

Comments: Version 1 of manuscript submitted to Nature Communications the 25/07/2024Version 2 of manuscript submitted to Journal of Climate the 19/08/2025 (under review)

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[46] arXiv:2509.17601 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: FastNet: Improving the physical consistency of machine-learning weather prediction models through loss function design Show Chinese title

Title: FastNet：通过损失函数设计提高机器学习天气预测模型的物理一致性

Tom Dunstan, Oliver Strickson, Thusal Bennett, Jack Bowyer, Matthew Burnand, James Chappell, Alejandro Coca-Castro, Kirstine Ida Dale, Eric G. Daub, Noushin Eftekhari, Manvendra Janmaijaya, Jon Lillis, David Salvador-Jasin, Nathan Simpson, Ryan Sze-Yin Chan, Mohamad Elmasri, Lydia Allegranza France, Sam Madge, Levan Bokeria, Hannah Brown, Tom Dodds, Anna-Louise Ellis, David Llewellyn-Jones, Theo McCaie, Sophia Moreton, Tom Potter, James Robinson, Adam A. Scaife, Iain Stenson, David Walters, Karina Bett-Williams, Louisa van Zeeland, Peter Yatsyshin, J. Scott Hosking

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

[47] arXiv:2509.17658 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Technical overview and architecture of the FastNet Machine Learning weather prediction model, version 1.0 Show Chinese title

Title: FastNet机器学习天气预测模型的技术概述和架构，版本1.0

Eric G. Daub, Tom Dunstan, Thusal Bennett, Matthew Burnand, James Chappell, Alejandro Coca-Castro, Noushin Eftekhari, J. Scott Hosking, Manvendra Janmaijaya, Jon Lillis, David Salvador-Jasin, Nathan Simpson, Oliver T Strickson, Ryan Sze-Yin Chan, Mohamad Elmasri, Lydia Allegranza France, Sam Madge, James Robinson, Adam A. Scaife, David Walters, Peter Yatsyshin, Theo McCaie, Levan Bokeria, Hannah Brown, Tom Dodds, David Llewellyn-Jones, Sophia Moreton, Tom Potter, Iain Stenson, Louisa van Zeeland, Karina Bett-Williams, Kirstine Ida Dale

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[48] arXiv:2509.18385 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Impact of Heterogeneity on Scalar Flux Variance Relations Across Diverse Ecosystems Show Chinese title

Title: 异质性对不同生态系统中标量通量方差关系的影响

Tyler Waterman, Ivana Stiperski, Laura Torres-Rojas, Marc Calaf

Comments: Submission to Agricultural and Forest Meteorology

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)

[49] arXiv:2509.18695 (cross-list from physics.ao-ph) [cn-pdf, pdf, html, other]

Title: Quantifying the Effect of a Parallax Correcting Algorithm for Passive Microwave Satellite Precipitation Retrievals across the Continental United States Show Chinese title

Title: 量化视差校正算法对美国大陆被动微波卫星降水反演的影响

Andres F. Monsalve, Hernan A. Moreno, Eric Goldenstern, Christian Kummerow

Comments: This Work has been accepted to Journal of Hydrometeorology. The AMS does not guarantee that the copy provided here is an accurate copy of the Version of Record (VoR)

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph) ; Applications (stat.AP)

[50] arXiv:2509.18741 (cross-list from physics.ao-ph) [cn-pdf, pdf, other]

Title: Climate-Adaptive and Cascade-Constrained Machine Learning Prediction for Sea Surface Height under Greenhouse Warming Show Chinese title

Title: 温室变暖下海面高度的气候适应性和级联约束机器学习预测

Tianmu Zheng, Ru Chen, Xin Su, Gang Huang, Bingzheng Yan

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph)