Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Solar geoengineering: The case for an international non‐use agreement

F Biermann, J Oomen, A Gupta, SH Ali… - Wiley …, 2022 - Wiley Online Library
Solar geoengineering is gaining prominence in climate change debates as an issue worth
studying; for some it is even a potential future policy option. We argue here against this …

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 …

Response of Global Tropical Cyclone Activity to Increasing CO 2 : Results from Downscaling CMIP6 Models

K Emanuel - Journal of Climate, 2021 - journals.ametsoc.org
Global models comprising the sixth-generation Coupled Climate Model Intercomparison
Project (CMIP6) are downscaled using a very high-resolution but simplified coupled …

Scenarios for modeling solar radiation modification

DG MacMartin, D Visioni, B Kravitz… - Proceedings of the …, 2022 - National Acad Sciences
Making informed future decisions about solar radiation modification (SRM; also known as
solar geoengineering)—approaches such as stratospheric aerosol injection (SAI) that would …

The co-evolution of technological promises, modelling, policies and climate change targets

D McLaren, N Markusson - Nature Climate Change, 2020 - nature.com
The nature and framing of climate targets in international politics has changed substantially
since their early expressions in the 1980s. Here, we describe their evolution in five phases …

Emotional pathways to climate change responses

DJ Davidson, M Kecinski - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
The first trigger to any form of personal and collective change begins with emotions. They
influence whether and how our attention is drawn to stimuli, how we reflect upon those …

[HTML][HTML] Identifying the sources of uncertainty in climate model simulations of solar radiation modification with the G6sulfur and G6solar Geoengineering Model …

D Visioni, DG MacMartin, B Kravitz… - Atmospheric …, 2021 - acp.copernicus.org
We present here results from the Geoengineering Model Intercomparison Project (GeoMIP)
simulations for the experiments G6sulfur and G6solar for six Earth system models …

Tropical cyclone sensitivities to CO2 doubling: roles of atmospheric resolution, synoptic variability and background climate changes

GA Vecchi, TL Delworth, H Murakami, SD Underwood… - Climate Dynamics, 2019 - Springer
Responses of tropical cyclones (TCs) to CO 2 doubling are explored using coupled global
climate models (GCMs) with increasingly refined atmospheric/land horizontal grids (~ 200 …

Potential ecological impacts of climate intervention by reflecting sunlight to cool Earth

PL Zarnetske, J Gurevitch, J Franklin… - Proceedings of the …, 2021 - National Acad Sciences
As the effects of anthropogenic climate change become more severe, several approaches
for deliberate climate intervention to reduce or stabilize Earth's surface temperature have …