The strategy of model building in climate science

LD Walmsley - Synthese, 2021 - Springer
In the 1960s, theoretical biologist Richard Levins criticised modellers in his own discipline of
population biology for pursuing the “brute force” strategy of building hyper-realistic models …

Climate models and modeling: An editorial essay

H Storch - Wiley Interdisciplinary Reviews: Climate Change, 2010 - publications.hereon.de
Modeling is a central concept, a central tool in climate research. Models are telling us how
the future may develop in the next 100 years, the public is told by some experts, while others …

Climate model confirmation: From philosophy to predicting climate in the real world

R Knutti - Climate modelling: Philosophical and conceptual …, 2018 - Springer
Philosophical perspectives on numerical models help us to understand concepts, but will not
predict the climate in the future. Studying climate model results in isolation on the other hand …

Should we believe model predictions of future climate change?

R Knutti - … Transactions of the Royal Society A …, 2008 - royalsocietypublishing.org
Predictions of future climate are based on elaborate numerical computer models. As
computational capacity increases and better observations become available, one would …

Climate Modelling

EA Lloyd, E Winsberg - Philosophical and Conceptual Issues. Cham …, 2018 - Springer
We have both been fascinated by models for our entire careers. Climate models are
especially interesting, because they are the largest and most complex of models and also, in …

Connections between simulations and observation in climate computer modeling. Scientist's practices and “bottom-up epistemology” lessons

H Guillemot - Studies in History and Philosophy of Science Part B …, 2010 - Elsevier
Climate modeling is closely tied, through its institutions and practices, to observations from
satellites and to the field sciences. The validity, quality and scientific credibility of models are …

How to develop climate models? The “gamble” of improving climate model parameterizations

H Guillemot - Cultures of prediction in atmospheric and climate …, 2017 - api.taylorfrancis.com
How should predictions of the future climate be improved, and confidence in those
predictions increased? What is the way forward for computer models, key instruments of the …

Philosophy of climate science

AC Petersen - Bulletin of the American Meteorological Society, 2000 - journals.ametsoc.org
The use of climate simulations in scientific assessments of climate change and in the
formulation of climate change scenarios has been contested for, among others …

[HTML][HTML] Understanding climate phenomena with data-driven models

B Knüsel, C Baumberger - Studies in History and Philosophy of Science …, 2020 - Elsevier
In climate science, climate models are one of the main tools for understanding phenomena.
Here, we develop a framework to assess the fitness of a climate model for providing …

A practical philosophy of complex climate modelling

GA Schmidt, S Sherwood - European Journal for Philosophy of Science, 2015 - Springer
We give an overview of the practice of developing and using complex climate models, as
seen from experiences in a major climate modelling center and through participation in the …