Abstract
Abstract. We used a single foraminifera enabled, holistic
hydroclimate-to-sediment transient modelling approach to fundamentally
evaluate the efficacy of discrete-depth individual foraminifera analysis
(IFA) for reconstructing past sea surface temperature (SST) variability from
deep-sea sediment archives, a method that has been used, amongst other
applications, for reconstructing El Niño–Southern Oscillation (ENSO). The
computer model environment allows us to strictly control for variables such
as SST, foraminifera species abundance response to SST, as well as
depositional processes such as sediment accumulation rate (SAR) and
bioturbation depth (BD) and subsequent laboratory processes such as sample
size and machine error. Examining a number of best-case scenarios, we find
that IFA-derived reconstructions of past SST variability are sensitive to
all of the aforementioned variables. Running 100 ensembles for each
scenario, we find that the influence of bioturbation upon IFA-derived SST
reconstructions, combined with typical samples sizes employed in the field,
produces noisy SST reconstructions with poor correlation to the original SST
distribution in the water. This noise is especially apparent for values near
the tails of the SST distribution, which is the distribution region of
particular interest in the case of, e.g. ENSO. The noise is further increased in the
case of increasing machine error, decreasing SAR and decreasing sample size.
We also find poor agreement between ensembles, underscoring the need for
replication studies in the field to confirm findings at particular sites and
time periods. Furthermore, we show that a species abundance response to SST
could in theory bias IFA-derived SST reconstructions, which can have
consequences when comparing IFA-derived SST distributions from markedly different mean
climate states. We provide a number of idealised simulations spanning a
number of SAR, sample size, machine error and species abundance scenarios,
which can help assist researchers in the field to determine under which
conditions they could expect to retrieve significant results.
Funder
Svenska Forskningsrådet Formas
Subject
Earth-Surface Processes,Ecology, Evolution, Behavior and Systematics
Cited by
3 articles.
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