Differentiable modelling to unify machine learning and physical models for geosciences

C Shen, AP Appling, P Gentine, T Bandai… - Nature Reviews Earth & …, 2023 - nature.com
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …

The DOE E3SM model version 2: Overview of the physical model and initial model evaluation

JC Golaz, LP Van Roekel, X Zheng… - Journal of Advances …, 2022 - Wiley Online Library
This work documents version two of the Department of Energy's Energy Exascale Earth
System Model (E3SM). E3SMv2 is a significant evolution from its predecessor E3SMv1 …

Global predictions of primary soil salinization under changing climate in the 21st century

A Hassani, A Azapagic, N Shokri - Nature communications, 2021 - nature.com
Soil salinization has become one of the major environmental and socioeconomic issues
globally and this is expected to be exacerbated further with projected climatic change …

Short-Lived Climate Forcers (Chapter 6)

S Szopa, V Naik, B Adhikary, P Artaxo, T Berntsen… - 2021 - pure.iiasa.ac.at
Short-lived climate forcers (SLCFs) affect climate and are, in most cases, also air pollutants.
They include aerosols (sulphate, nitrate, ammonium, carbonaceous aerosols, mineral dust …

Increased heat risk in wet climate induced by urban humid heat

K Zhang, C Cao, H Chu, L Zhao, J Zhao, X Lee - Nature, 2023 - nature.com
Cities are generally warmer than their adjacent rural land, a phenomenon known as the
urban heat island (UHI). Often accompanying the UHI effect is another phenomenon called …

Widespread shift from ecosystem energy to water limitation with climate change

JMC Denissen, AJ Teuling, AJ Pitman, S Koirala… - Nature Climate …, 2022 - nature.com
Terrestrial ecosystems are essential for food and water security and CO2 uptake. Ecosystem
function is dependent on the availability of soil moisture, yet it is unclear how climate change …

Protecting ice from melting under sunlight via radiative cooling

J Li, Y Liang, W Li, N Xu, B Zhu, Z Wu, X Wang… - Science …, 2022 - science.org
As ice plays a critical role in various aspects of life, from food preservation to ice sports and
ecosystem, it is desirable to protect ice from melting, especially under sunlight. The …

Understanding the recent increase in multiyear La Niñas

B Wang, W Sun, C **, X Luo, YM Yang, T Li… - Nature Climate …, 2023 - nature.com
Five out of six La Niña events since 1998 have lasted two to three years. Why so many long-
lasting multiyear La Niña events have emerged recently and whether they will become more …

Mitigation of China's carbon neutrality to global warming

L Li, Y Zhang, T Zhou, K Wang, C Wang… - Nature …, 2022 - nature.com
Projecting mitigations of carbon neutrality from individual countries in relation to future
global warming is of great importance for depicting national climate responsibility but is …

Linkages of unprecedented 2022 Yangtze River Valley heatwaves to Pakistan flood and triple-dip La Niña

S Tang, S Qiao, B Wang, F Liu, T Feng… - npj Climate and …, 2023 - nature.com
Abstract In July-August 2022, Yangtze River Valley (YRV) experienced unprecedented hot
summer, with the number of heatwave days exceeding climatology by four standard …