Viewing Forced Climate Patterns Through an AI Lens

Arctic sea-ice variability is primarily driven by atmospheric temperature fluctuations

(2019) Dirk Olonscheck et al.   Nature Geoscience

Spatially Extended Tests of a Neural Network Parametrization Trained by Coarse‐graining

(2019) Noah D. Brenowitz et al.   Journal of Advances in Modeling Earth Systems

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Decadal Climate Variability and Predictability: Challenges and Opportunities

(2018) Christophe Cassou et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Two AMOC states in response to decreasing greenhouse gas concentrations in the coupled climate model MPI-ESM

(2018) Marlene Klockmann et al.   JOURNAL OF CLIMATE

Human influence on the seasonal cycle of tropospheric temperature

(2018) Benjamin D. Santer et al.   SCIENCE

The Global Precipitation Climatology Project (GPCP) Monthly Analysis (New Version 2.3) and a Review of 2017 Global Precipitation

(2018) Robert Adler et al.   Atmosphere

Accounting for Changing Temperature Patterns Increases Historical Estimates of Climate Sensitivity

(2018) Timothy Andrews et al.   GEOPHYSICAL RESEARCH LETTERS

Using Machine Learning to Parameterize Moist Convection: Potential for Modeling of Climate, Climate Change, and Extreme Events

(2018) Paul A. O'Gorman et al.   Journal of Advances in Modeling Earth Systems

Trend analysis of climate time series: A review of methods

(2018) Manfred Mudelsee   EARTH-SCIENCE REVIEWS

Explaining nonlinear classification decisions with deep Taylor decomposition

(2017) Grégoire Montavon et al.   PATTERN RECOGNITION

Variation in climate sensitivity and feedback parameters during the historical period

(2016) J. M. Gregory et al.   GEOPHYSICAL RESEARCH LETTERS

Simulated Response of the Pacific Decadal Oscillation to Climate Change

(2016) Liping Zhang et al.   JOURNAL OF CLIMATE

Role of volcanic and anthropogenic aerosols in the recent global surface warming slowdown

(2016) Doug M. Smith et al.   Nature Climate Change

The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability

(2015) J. E. Kay et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Influence of internal variability on Arctic sea-ice trends

(2015) Neil C. Swart et al.   Nature Climate Change

Atmospheric circulation as a source of uncertainty in climate change projections

(2014) Theodore G. Shepherd   Nature Geoscience

The Community Earth System Model: A Framework for Collaborative Research

(2013) James W. Hurrell et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Decadal Climate Prediction: An Update from the Trenches

(2013) Gerald A. Meehl et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

The projected timing of climate departure from recent variability

(2013) Camilo Mora et al.   NATURE

Identifying external influences on global precipitation

(2013) K. Marvel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

One hundred years of Arctic surface temperature variation due to anthropogenic influence

(2013) John C. Fyfe et al.   Scientific Reports

Evidence for multiple drivers of North Atlantic multi-decadal climate variability

(2012) Laurent Terray   GEOPHYSICAL RESEARCH LETTERS

An Overview of CMIP5 and the Experiment Design

(2011) Karl E. Taylor et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Global and regional evolution of short-lived radiatively-active gases and aerosols in the Representative Concentration Pathways

(2011) Jean-François Lamarque et al.   CLIMATIC CHANGE

The RCP greenhouse gas concentrations and their extensions from 1765 to 2300

(2011) Malte Meinshausen et al.   CLIMATIC CHANGE

Uncertainty in climate change projections: the role of internal variability

(2010) Clara Deser et al.   CLIMATE DYNAMICS

The Potential to Narrow Uncertainty in Regional Climate Predictions

(2009) Ed Hawkins et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY