A role for spatiotemporal scales in modeling

Studies in History and Philosophy of Science Part A 67:14-21 (2018)
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Abstract

Bogen and Woodward’s distinction between data and phenomena raises the need to understand the structure of the data-to-phenomena and theory-to-phenomena inferences. I suggest that one way to study the structure of these inferences is to analyze the role of the assumptions involved in the inferences: What kind of assumptions are they? How do these assumptions contribute to the practice of identifying phenomena? In this paper, using examples from atmospheric dynamics, I develop an account of the practice of identifying the target in the data-to-phenomena and theory-to-phenomena inferences in which assumptions about spatiotemporal scales play a central role in the identification of parameters that describe the target system. I also argue that these assumptions are not only empirical but they are also idealizing and abstracting. I conclude the paper with a reflection on the role of idealizations in modeling.

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Marina Baldissera Pacchetti
Barcelona Supercomputing Center

References found in this work

Saving the phenomena.James Bogen & James Woodward - 1988 - Philosophical Review 97 (3):303-352.
Galilean Idealization.Ernan McMullin - 1985 - Studies in History and Philosophy of Science Part A 16 (3):247.
Idealization and modeling.Robert W. Batterman - 2009 - Synthese 169 (3):427-446.
Data and phenomena.James Woodward - 1989 - Synthese 79 (3):393 - 472.

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