Artificial intelligence for geoscience: Progress, challenges and perspectives

T Zhao, S Wang, C Ouyang, M Chen, C Liu, J Zhang… - The Innovation, 2024 - cell.com
This paper explores the evolution of geoscientific inquiry, tracing the progression from
traditional physics-based models to modern data-driven approaches facilitated by significant …

Terrestrial carbon sinks in China and around the world and their contribution to carbon neutrality

Y Yang, Y Shi, W Sun, J Chang, J Zhu, L Chen… - Science China Life …, 2022 - Springer
Enhancing the terrestrial ecosystem carbon sink (referred to as terrestrial C sink) is an
important way to slow down the continuous increase in atmospheric carbon dioxide (CO2) …

Emerging signals of declining forest resilience under climate change

G Forzieri, V Dakos, NG McDowell, A Ramdane… - Nature, 2022 - nature.com
Forest ecosystems depend on their capacity to withstand and recover from natural and
anthropogenic perturbations (that is, their resilience) 1. Experimental evidence of sudden …

Evidence and attribution of the enhanced land carbon sink

S Ruehr, TF Keenan, C Williams, Y Zhou, X Lu… - Nature Reviews Earth & …, 2023 - nature.com
Climate change has been partially mitigated by an increasing net land carbon sink in the
terrestrial biosphere; understanding the processes that drive this sink is thus essential for …

[HTML][HTML] ERA5-Land: A state-of-the-art global reanalysis dataset for land applications

J Muñoz-Sabater, E Dutra… - … system science data, 2021 - essd.copernicus.org
Abstract Framed within the Copernicus Climate Change Service (C3S) of the European
Commission, the European Centre for Medium-Range Weather Forecasts (ECMWF) is …

Machine learning-based global maps of ecological variables and the challenge of assessing them

H Meyer, E Pebesma - Nature Communications, 2022 - nature.com
The recent wave of published global maps of ecological variables has caused as much
excitement as it has received criticism. Here we look into the data and methods mostly used …

Global water use efficiency saturation due to increased vapor pressure deficit

F Li, J **ao, J Chen, A Ballantyne, K **, B Li, M Abraha… - Science, 2023 - science.org
The ratio of carbon assimilation to water evapotranspiration (ET) of an ecosystem, referred to
as ecosystem water use efficiency (WUEeco), is widely expected to increase because of the …

Soil moisture–atmosphere feedback dominates land carbon uptake variability

V Humphrey, A Berg, P Ciais, P Gentine, M Jung… - Nature, 2021 - nature.com
Year-to-year changes in carbon uptake by terrestrial ecosystems have an essential role in
determining atmospheric carbon dioxide concentrations. It remains uncertain to what extent …

Cross-biome synthesis of source versus sink limits to tree growth

A Cabon, SA Kannenberg, A Arain, F Babst… - Science, 2022 - science.org
Uncertainties surrounding tree carbon allocation to growth are a major limitation to
projections of forest carbon sequestration and response to climate change. The prevalence …

Towards neural Earth system modelling by integrating artificial intelligence in Earth system science

C Irrgang, N Boers, M Sonnewald, EA Barnes… - Nature Machine …, 2021 - nature.com
Earth system models (ESMs) are our main tools for quantifying the physical state of the Earth
and predicting how it might change in the future under ongoing anthropogenic forcing. In …