Statistical modelling of climate change

Ben Powell

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Abstract

This chapter is concerned with the computational and epistemological structures that statisticians employ in order to produce meaningful probability statements regarding meteorological events from simulated and observed data. The chapter is not a description of the actual science or observations that inform climate models, these topics are left to the expert authors of this book's other chapters, nor is it about the numerical methods used to solve the equations that encode climate science. It is about statistical models, modelling flows and interactions of information and ideas rather than physical quantities, and making rational decisions in the face of uncertainty rather than the pursuit of a perfect model for recreating real world climate within a computer.
Original languageEnglish
Title of host publicationClimate Change
Subtitle of host publicationObserved Impacts on Planet Earth
EditorsTrevor Letcher
Publication statusPublished - 14 Oct 2015

Keywords

  • Climate change
  • Statistical modelling

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  • Cite this

    Powell, B. (2015). Statistical modelling of climate change. In T. Letcher (Ed.), Climate Change: Observed Impacts on Planet Earth