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2011 - Cooperative Institute for Research in Environmental Sciences ...

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change is to what extent have El Niño-<br />

Southern Oscillation-related (ENSO)<br />

variations contributed to the observed<br />

trends. Isolat<strong>in</strong>g such contributions is<br />

challeng<strong>in</strong>g <strong>for</strong> several reasons, <strong>in</strong>clud<strong>in</strong>g<br />

ambiguities aris<strong>in</strong>g from how ENSO itself<br />

is def<strong>in</strong>ed. In particular, def<strong>in</strong><strong>in</strong>g ENSO <strong>in</strong><br />

terms of a s<strong>in</strong>gle <strong>in</strong>dex and ENSO-related<br />

variations <strong>in</strong> terms of regressions on that<br />

<strong>in</strong>dex, as done <strong>in</strong> many studies, can lead to<br />

wrong conclusions. In a recently published<br />

study, we argued that ENSO is best<br />

viewed not as a number but as an evolv<strong>in</strong>g<br />

dynamical process <strong>for</strong> this purpose.<br />

Specifically, ENSO was identified with the<br />

four dynamical eigenvectors of tropical<br />

sea surface temperature (SST) evolution<br />

that are most important <strong>in</strong> the observed<br />

evolution of ENSO events. This def<strong>in</strong>ition<br />

was used to isolate the ENSO-related<br />

component of global SST variations on a month-by-month<br />

basis <strong>in</strong> the 136-year (1871–2006) HadISST (Hadley Centre<br />

Global Sea Ice and Sea Surface Temperature) data set. The<br />

analysis showed that previously identified multidecadal<br />

variations <strong>in</strong> the Pacific, Indian and Atlantic Oceans all<br />

have substantial ENSO components. The long-term warm<strong>in</strong>g<br />

trends over these oceans were also found to have<br />

appreciable ENSO components, <strong>in</strong> some <strong>in</strong>stances up to 40<br />

percent of the total trend. The ENSO-unrelated component<br />

of five-year average SST variations, obta<strong>in</strong>ed by remov<strong>in</strong>g<br />

the ENSO-related component, was <strong>in</strong>terpreted as a comb<strong>in</strong>ation<br />

of anthropogenic, naturally <strong>for</strong>ced and natural<br />

coherent multidecadal variations. Two surpris<strong>in</strong>g aspects<br />

of these ENSO-unrelated variations were emphasized:<br />

1) a strong cool<strong>in</strong>g trend <strong>in</strong> the eastern equatorial Pacific<br />

Ocean and 2) a nearly zonally symmetric multidecadal<br />

tropical–extratropical seesaw that has amplified <strong>in</strong> recent<br />

decades.<br />

Product: Compo, GP, and PD Sardeshmukh (2010), Remov<strong>in</strong>g<br />

ENSO-related variations from the climate record,<br />

J. Clim., 23, 1957-1978, DOI: 10.1175/2009JCLI2735.1.<br />

Figure 1: Time series of the near-global ocean average surface temperature<br />

anomalies (black curve), and after their ENSO-related components<br />

are removed (red curve). A 10-year runn<strong>in</strong>g mean has been applied to<br />

both time series. Anomalies are relative to a 1949 to 2004 average. Note<br />

that after remov<strong>in</strong>g the contributions associated with ENSO, the 1871<br />

to 2006 trend of 0.5 K per century is reduced to 0.3 K per century, a 40%<br />

reduction. From Compo and Sardeshmukh (Journal of Climate, 2010).<br />

Figure 2: Locations of cave (orange) and ice core (blue) records added to<br />

the data set of climate time series spann<strong>in</strong>g the period between the Last<br />

Glacial Maximum and today.<br />

NGDC-04Paleoclimatology:Understand<strong>in</strong>g<br />

DecadaltoMillennial-ScaleClimateVariability<br />

FEDERAL LEAD: DAVE M. ANDERSON<br />

CIRES LEAD: CARRIE MORRILL<br />

NOAA Goal 2: Climate<br />

Project Goal: Improve the understand<strong>in</strong>g of observed longterm<br />

climate variations through compilation and analysis of<br />

data from the pre-<strong>in</strong>strumental record, and provide access to<br />

data and <strong>in</strong><strong>for</strong>mation from the paleoclimatic record.<br />

Milestone 1: Expand the database of transient climate<br />

change dur<strong>in</strong>g the last 21,000 years to <strong>in</strong>clude terrestrial<br />

temperature reconstructions and stable isotope records<br />

from speleothems and ice cores. Also, add raw age model<br />

data to the database to allow users to generate new age<br />

models as dat<strong>in</strong>g and calibration methods are ref<strong>in</strong>ed.<br />

We added more than 100 mar<strong>in</strong>e and terrestrial records to<br />

the data set of climate time-series s<strong>in</strong>ce the Last Glacial Maximum<br />

(21,000 years ago). The majority of these records came<br />

from cave deposits and ice cores and provided <strong>in</strong><strong>for</strong>mation<br />

about terrestrial temperature and hydrology. Ref<strong>in</strong>ements to<br />

our database structure and <strong>in</strong> standardiz<strong>in</strong>g variable names<br />

with<strong>in</strong> and between proxy types permitted us to <strong>in</strong>gest these<br />

data <strong>in</strong>to a common database. These advances allowed users<br />

<strong>for</strong> the first time to easily download consistently <strong>for</strong>matted<br />

data grouped <strong>in</strong>to science-relevant themes. In addition, we<br />

gathered miss<strong>in</strong>g age model <strong>in</strong><strong>for</strong>mation, <strong>in</strong>clud<strong>in</strong>g raw<br />

radiocarbon dates, <strong>for</strong> more than 30 new and exist<strong>in</strong>g mar<strong>in</strong>e<br />

time-series. Incorporat<strong>in</strong>g this <strong>in</strong><strong>for</strong>mation <strong>in</strong>to the database<br />

gave users the opportunity to recalibrate radiocarbon<br />

dates <strong>for</strong> each time-series and to elim<strong>in</strong>ate discrepancies <strong>in</strong><br />

age models caused by us<strong>in</strong>g different calibration methods.<br />

This research database of the last 21,000 years will enable<br />

extensive comparisons between climate models and paleoclimate<br />

data planned <strong>for</strong> the next Intergovernmental Panel on<br />

Climate Change (IPCC) assessment report.<br />

Milestone 2: Expand the last millennium temperature<br />

database to <strong>in</strong>clude gridded climate reconstructions.<br />

These gridded reconstructions will complement the po<strong>in</strong>t<br />

reconstructions already <strong>in</strong>cluded <strong>in</strong> the database and will<br />

provide a template <strong>for</strong> the eventual addition of climate<br />

model simulations.<br />

CIRES Annual Report <strong>2011</strong> 107

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