Confirmation and Robustness of Climate Models

Philosophy of Science 77 (5):971–984 (2010)
  Copy   BIBTEX

Abstract

Recent philosophical attention to climate models has highlighted their weaknesses and uncertainties. Here I address the ways that models gain support through observational data. I review examples of model fit, variety of evidence, and independent support for aspects of the models, contrasting my analysis with that of other philosophers. I also investigate model robustness, which often emerges when comparing climate models simulating the same time period or set of conditions. Starting from Michael Weisberg’s analysis of robustness, I conclude that his approach involves a version of reasoning from variety of evidence, enabling this robustness to be a confirmatory virtue..

Similar books and articles

Varieties of support and confirmation of climate models.Elisabeth A. Lloyd - 2009 - Aristotelian Society Supplementary Volume 83 (1):213-232.
Economic Modelling as Robustness Analysis.Jaakko Kuorikoski, Aki Lehtinen & Caterina Marchionni - 2010 - British Journal for the Philosophy of Science 61 (3):541-567.
Understanding pluralism in climate modeling.Wendy Parker - 2006 - Foundations of Science 11 (4):349-368.
Robustness Analysis.Michael Weisberg - 2006 - Philosophy of Science 73 (5):730-742.
Climate Models, Calibration, and Confirmation.Katie Steele & Charlotte Werndl - 2013 - British Journal for the Philosophy of Science 64 (3):609-635.
toward more robust policy models.Steven E. Wallis - 2010 - Integral Review 6 (1):153-160.
The Robust Volterra Principle.Michael Weisberg & Kenneth Reisman - 2008 - Philosophy of Science 75 (1):106-131.

Analytics

Added to PP
2011-04-04

Downloads
925 (#14,597)

6 months
110 (#33,761)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Elisabeth Lloyd
Indiana University, Bloomington

Citations of this work

Model Evaluation: An Adequacy-for-Purpose View.Wendy S. Parker - 2020 - Philosophy of Science 87 (3):457-477.
Robustness Analysis as Explanatory Reasoning.Jonah N. Schupbach - 2018 - British Journal for the Philosophy of Science 69 (1):275-300.
Model robustness as a confirmatory virtue: The case of climate science.Elisabeth A. Lloyd - 2015 - Studies in History and Philosophy of Science Part A 49:58-68.
Robustness Analysis as Explanatory Reasoning.Jonah N. Schupbach - 2016 - British Journal for the Philosophy of Science 69 (1):275-300.

View all 57 citations / Add more citations