Net zero: science, origins, and implications

MR Allen, P Friedlingstein, CAJ Girardin… - Annual Review of …, 2022 - annualreviews.org
This review explains the science behind the drive for global net zero emissions and why this
is needed to halt the ongoing rise in global temperatures. We document how the concept of …

An assessment of Earth's climate sensitivity using multiple lines of evidence

SC Sherwood, MJ Webb, JD Annan… - Reviews of …, 2020 - Wiley Online Library
We assess evidence relevant to Earth's equilibrium climate sensitivity per doubling of
atmospheric CO2, characterized by an effective sensitivity S. This evidence includes …

Future global climate: scenario-based projections and near-term information

JY Lee, J Marotzke, G Bala, L Cao, S Corti… - Climate change 2021 …, 2021 - cambridge.org
This chapter assesses simulations of future global climate change, spanning time horizons
from the near term (2021–2040), mid-term (2041–2060), and long term (2081–2100) out to …

Framing, Context, and Methods (Chapter 1)

D Chen, M Rojas, BH Samset, K Cobb… - 2021 - pure.iiasa.ac.at
Working Group I (WGI) of the Intergovernmental Panel on Climate Change (IPCC) assesses
the current evidence on the physical science of climate change, evaluating knowledge …

[HTML][HTML] Partitioning climate projection uncertainty with multiple large ensembles and CMIP5/6

F Lehner, C Deser, N Maher, J Marotzke… - Earth System …, 2020 - esd.copernicus.org
Partitioning uncertainty in projections of future climate change into contributions from
internal variability, model response uncertainty and emissions scenarios has historically …

Solver-in-the-loop: Learning from differentiable physics to interact with iterative pde-solvers

K Um, R Brand, YR Fei, P Holl… - Advances in Neural …, 2020 - proceedings.neurips.cc
Finding accurate solutions to partial differential equations (PDEs) is a crucial task in all
scientific and engineering disciplines. It has recently been shown that machine learning …

Ice sheet contributions to future sea-level rise from structured expert judgment

JL Bamber, M Oppenheimer, RE Kopp… - Proceedings of the …, 2019 - National Acad Sciences
Despite considerable advances in process understanding, numerical modeling, and the
observational record of ice sheet contributions to global mean sea-level rise (SLR) since the …

Climate change and drought: a perspective on drought indices

S Mukherjee, A Mishra, KE Trenberth - Current climate change reports, 2018 - Springer
Droughts occur naturally, but climate change has generally accelerated the hydrological
processes to make them set in quicker and become more intense, with many consequences …

Challenges, tasks, and opportunities in modeling agent-based complex systems

L An, V Grimm, A Sullivan, BL Turner Ii, N Malleson… - Ecological …, 2021 - Elsevier
Humanity is facing many grand challenges at unprecedented rates, nearly everywhere, and
at all levels. Yet virtually all these challenges can be traced back to the decision and …

[HTML][HTML] The Community Earth System Model (CESM) large ensemble project: A community resource for studying climate change in the presence of internal climate …

JE Kay, C Deser, A Phillips, A Mai… - Bulletin of the …, 2015 - journals.ametsoc.org
While internal climate variability is known to affect climate projections, its influence is often
underappreciated and confused with model error. Why? In general, modeling centers …