An overview of the atmospheric component of the Energy Exascale Earth System Model
Abstract The Energy Exascale Earth System Model Atmosphere Model version 1, the
atmospheric component of the Department of Energy's Energy Exascale Earth System …
atmospheric component of the Department of Energy's Energy Exascale Earth System …
Extratropical cooling, interhemispheric thermal gradients, and tropical climate change
Recent studies suggest the existence of a global atmospheric teleconnection of extratropical
cooling to the tropical rainfall climate, mediated through the development of a thermal …
cooling to the tropical rainfall climate, mediated through the development of a thermal …
[HTML][HTML] Overview of the Norwegian Earth System Model (NorESM2) and key climate response of CMIP6 DECK, historical, and scenario simulations
Ø Seland, M Bentsen, D Olivié… - Geoscientific Model …, 2020 - gmd.copernicus.org
The second version of the coupled Norwegian Earth System Model (NorESM2) is presented
and evaluated. NorESM2 is based on the second version of the Community Earth System …
and evaluated. NorESM2 is based on the second version of the Community Earth System …
Deep learning to represent subgrid processes in climate models
The representation of nonlinear subgrid processes, especially clouds, has been a major
source of uncertainty in climate models for decades. Cloud-resolving models better …
source of uncertainty in climate models for decades. Cloud-resolving models better …
Enforcing analytic constraints in neural networks emulating physical systems
Neural networks can emulate nonlinear physical systems with high accuracy, yet they may
produce physically inconsistent results when violating fundamental constraints. Here, we …
produce physically inconsistent results when violating fundamental constraints. Here, we …
Evaluation of climate models
Climate models have continued to be developed and improved since the AR4, and many
models have been extended into Earth System models by including the representation of …
models have been extended into Earth System models by including the representation of …
Bounding the role of black carbon in the climate system: A scientific assessment
Black carbon aerosol plays a unique and important role in Earth's climate system. Black
carbon is a type of carbonaceous material with a unique combination of physical properties …
carbon is a type of carbonaceous material with a unique combination of physical properties …
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term …
In this paper, the performance of three machine-learning methods for predicting short-term
evolution and for reproducing the long-term statistics of a multiscale spatiotemporal Lorenz …
evolution and for reproducing the long-term statistics of a multiscale spatiotemporal Lorenz …
Quantification of Asian monsoon variability from 68 ka BP through pollen-based climate reconstruction
The glacial-interglacial variability of precipitation and its driving mechanism in monsoonal
regions has long been a subject of debate. However, there are few records of quantitative …
regions has long been a subject of debate. However, there are few records of quantitative …
Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts
Persistent risks of extreme weather events including droughts and floods due to climate
change require precise and timely rainfall forecasting. Yet, the naturally occurring non …
change require precise and timely rainfall forecasting. Yet, the naturally occurring non …