[HTML][HTML] Heat and freshwater changes in the Indian Ocean region

CC Ummenhofer, SA Murty, J Sprintall, T Lee… - Nature Reviews Earth & …, 2021 - nature.com
Abstract Across the Indo-Pacific region, rapid increases in surface temperatures, ocean heat
content and concomitant hydrological changes have implications for sea level rise, ocean …

Climate change drives rapid decadal acidification in the Arctic Ocean from 1994 to 2020

D Qi, Z Ouyang, L Chen, Y Wu, R Lei, B Chen… - Science, 2022 - science.org
The Arctic Ocean has experienced rapid warming and sea ice loss in recent decades,
becoming the first open-ocean basin to experience widespread aragonite undersaturation …

On the connection between mpnn and graph transformer

C Cai, TS Hy, R Yu, Y Wang - International Conference on …, 2023 - proceedings.mlr.press
Graph Transformer (GT) recently has emerged as a new paradigm of graph learning
algorithms, outperforming the previously popular Message Passing Neural Network (MPNN) …

A global overview of marine heatwaves in a changing climate

A Capotondi, RR Rodrigues, A Sen Gupta… - … Earth & Environment, 2024 - nature.com
Marine heatwaves have profoundly impacted marine ecosystems over large areas of the
world oceans, calling for improved understanding of their dynamics and predictability. Here …

Physics-informed deep-learning parameterization of ocean vertical mixing improves climate simulations

Y Zhu, RH Zhang, JN Moum, F Wang… - National Science …, 2022 - academic.oup.com
Uncertainties in ocean-mixing parameterizations are primary sources for ocean and climate
modeling biases. Due to lack of process understanding, traditional physics-driven …

Triple‐Dip La Niñas in 1998–2001 and 2020–2023: Impact of mean state changes

X Li, ZZ Hu, MJ McPhaden, C Zhu… - Journal of Geophysical …, 2023 - Wiley Online Library
This study compares the evolution of atmospheric and oceanic anomalies as well as
predictions for the two most recent triple‐dip La Niña events in 1998–2001 and 2020–2023 …

Threat by marine heatwaves to adaptive large marine ecosystems in an eddy-resolving model

X Guo, Y Gao, S Zhang, L Wu, P Chang, W Cai… - Nature climate …, 2022 - nature.com
Marine heatwaves (MHWs), episodic periods of abnormally high sea surface temperature,
severely affect marine ecosystems. Large marine ecosystems (LMEs) cover~ 22% of the …

Dyffusion: A dynamics-informed diffusion model for spatiotemporal forecasting

S Rühling Cachay, B Zhao… - Advances in Neural …, 2024 - proceedings.neurips.cc
While diffusion models can successfully generate data and make predictions, they are
predominantly designed for static images. We propose an approach for training diffusion …

Global climate

RJH Dunn, JB Miller, KM Willett… - Bulletin of the …, 2023 - journals.ametsoc.org
Global Climate is one chapter from the State of the Climate in 2022 annual report and is
available from https://doi. org/10.1175/BAMS-D-23-0090.1. Compiled by NOAA's National …

Storyline attribution of human influence on a record-breaking spatially compounding flood-heat event

J Wang, Y Chen, SFB Tett, D Stone, J Nie, J Feng… - Science …, 2023 - science.org
Attribution of compound events informs preparedness for emerging hazards with
disproportionate impacts. However, the task remains challenging because space-time …