PRYSM: An open-source framework for PRoxY System Modeling, with applications to oxygen-isotope systems

S. Dee, J. Emile-Geay, M. N. Evans, A. Allam, E. J. Steig, D. M. Thompson

Research output: Contribution to journalArticlepeer-review

87 Scopus citations

Abstract

Paleoclimate observations constitute the only constraint on climate behavior prior to the instrumental era. However, such observations only provide indirect (proxy) constraints on physical variables. Proxy system models aim to improve the interpretation of such observations and better quantify their inherent uncertainties. However, existing models are currently scattered in the literature, making their integration difficult. Here, we present a comprehensive modeling framework for proxy systems, named PRYSM. For this initial iteration, we focus on water-isotope based climate proxies in ice cores, corals, tree ring cellulose, and speleothem calcite. We review modeling approaches for each proxy class, and pair them with an isotope-enabled climate simulation to illustrate the new scientific insights that may be gained from this framework. Applications include parameter sensitivity analysis, the quantification of archive-specific processes on the recorded climate signal, and the quantification of how chronological uncertainties affect signal detection, demonstrating the utility of PRYSM for a broad array of climate studies.

Original languageEnglish (US)
Pages (from-to)1220-1247
Number of pages28
JournalJournal of Advances in Modeling Earth Systems
Volume7
Issue number3
DOIs
StatePublished - Sep 1 2015
Externally publishedYes

Keywords

  • data-model comparisoņ uncertainty analysis
  • paleoclimate
  • proxy system modeling

ASJC Scopus subject areas

  • Global and Planetary Change
  • Environmental Chemistry
  • Earth and Planetary Sciences(all)

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