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Differentiable modelling to unify machine learning and physical models for geosciences
Process-based modelling offers interpretability and physical consistency in many domains of
geosciences but struggles to leverage large datasets efficiently. Machine-learning methods …
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
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 …
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
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 …
globally and this is expected to be exacerbated further with projected climatic change …
Short-Lived Climate Forcers (Chapter 6)
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 …
They include aerosols (sulphate, nitrate, ammonium, carbonaceous aerosols, mineral dust …
Increased heat risk in wet climate induced by urban humid heat
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 …
urban heat island (UHI). Often accompanying the UHI effect is another phenomenon called …
Widespread shift from ecosystem energy to water limitation with climate change
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 …
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
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 …
ecosystem, it is desirable to protect ice from melting, especially under sunlight. The …
Understanding the recent increase in multiyear La Niñas
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 …
lasting multiyear La Niña events have emerged recently and whether they will become more …
Mitigation of China's carbon neutrality to global warming
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 …
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
Abstract In July-August 2022, Yangtze River Valley (YRV) experienced unprecedented hot
summer, with the number of heatwave days exceeding climatology by four standard …
summer, with the number of heatwave days exceeding climatology by four standard …