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Titel Quantifying uncertainty in palaeoclimate reconstructions
VerfasserIn A. C. Parnell, J. Haslett, M. Salter-Townshend, B. Huntley, J. R. M. Allen
Konferenz EGU General Assembly 2009
Medientyp Artikel
Sprache Englisch
Digitales Dokument PDF
Erschienen In: GRA - Volume 11 (2009)
Datensatznummer 250019610
 
Zusammenfassung
We propose a method to give honest palaeoclimate reconstructions from proxy data whilst quantifying the many uncertainties involved. Our focus is that of inverse modelling where a causal process is defined which quantifies how climate changes affect proxy observations. This causal chain is inverted using Bayesian statistical methods to provide information on climate. The method we propose can take account of the chronological uncertainty. the measurement uncertainty in obtaining the proxy data, and the uncertainty in the relationship between proxy and climate. We present an example using pollen, though the method is much more widely applicable.