Title: Proxy Calibration: An Example
1Proxy Calibration An Example
- Emiliania huxleyi is one of 5000 or so species of
phytoplankton - Most abundant coccolithophore on a global basis,
and is extremely widespread - Occurs in all except the polar oceans
- Produces unique compounds
- C37-C39 di-, tri- and tetraunsaturated methyl and
ethyl ketones
2Emiliania huxleyi Blooms
- E. huxleyi can occur in massive blooms
- 100,000 km2
- During blooms E. huxleyi cell numbers usually
outnumber those of all other species combined - Frequently they account for 80 or 90 of the
total number of phytoplankton
SeaWiFS satellite image of bloom off Newfoundland
in the western Atlantic on 21 July 1999
3Emiliania huxleyi Makes Alkenones
4UK37 Varies with Temperature
- Alkenone unsaturation global calibration
- UK37 determined in core top sediment samples
- SST from from Levitus ocean atlas
- Figure from Muller et al. (1998)
5Global UK37 SST Correlation
6Laboratory UK37 Calibrations
7Ecology Potentially Affects UK37
- Highest alkenone biomass was found within the
chlorophyll maximum in the western Mediterranean
(Bentaleb et al., 1999) - Alkenone export flux in sediment traps (1 km
deep) in temperate NE Pacific traceable by its
UK'37 signature to chlorophyll maximum in
overlying waters (Prahl et al., 1993) - Temperature estimates from UK'37 in surface
sediments along a N-S transect (50?N15?S) in
the Pacific (175?W) fall near the lower limit or
even below the annual range in SST (Ohkouchi et
al., 1999)
8Physiology Potentially Affects UK37
9Global UK37 SST Correlation
10Study Site Station ALOHA
11Methods
- Alkenone export
- Sediment trap particles
- Determine UK37 of alkenone export flux
12Methods
- Alkenone standing stock
- Large volume in situ particle collection
- Determine UK37 of alkenone in suspended
particulate matter - Compare UK37 and in situ temperature
13Methods
- Determine alkenone production rate
- In situ 13C labeling experiments
14Alkenone Production Rate
- Alkenone production rate (modified from Hama et
al., 1993) - ais is alkenone 13C atomic (C372 or C373) at
the end of the incubation, - ans is alkenone 13C atomic of alkenone (C372
or C373) in the natural (nonincubated) sample, - aic is CO2(aq) 13C atomic in the incubation
bottle, - alkenone (t) is the alkenone concentration at the
end of the incubation - t is the length of the incubation
15In Situ Array
- Water collected from various depths
- Trace amount of H13CO3- added
- Array deployed for 24 hours
- Samples filtered and alkenone d13C measured
- 13C uptake rate calculated
16Sample Collection
- CTD
- Conductivity
- Temperature
- Depth
- Fluorometer
- Chlorophyll a
- Oxygen sensor
- Sample bottles
17Add H13CO3- (d13CDIC 190) bag bottles
Haul bagged bottles to rail and attached them to
line
18Deploy bagged bottles
19Deploy floats, spar buoy pray it all returns
20Results July 2001
- C372 1 - 4 ng L-1
- C372 production lt0.1 1.2 ng L-1 d-1
- Maximum in excess DO maximum
- C372 production lowest in chl. maximum
- Depth of C372 and production maximum same
- UK37 T
- lt in situ in excess DO
- gt in situ in chl. maximum
21Results February 2003
- C372 2 - 12 ng L-1
- Feb 03 gtgt Jul 01
- C372 production lt0.1 0.9 ng L-1 d-1
- Maximum in excess DO maximum
- Feb 03 lt Jul 01
- C372 production lowest in chl. maximum
- Depth of C372 and production maximum same
- UK37 T
- gt in situ in excess DO
- gtgt in situ in chl. maximum
22Results February 2003
- Water from 120 m, incubated at 100, 80 and 40 m
- C372 increase
- 2.5-fold 80 m
- 4.7-fold 40 m
- C372 production increase
- 3.8-fold 80 m
- 5.0-fold 40 m
- UK37 T unaffected
- Growth light-limited in chl. maximum
23ALOHA SST Time Series
24Conclusions UK37 at ALOHA
- Maximum alkenone production was found during all
seasons in or just below the surface mixed layer - Minimum alkenone standing stock and production
were found in deep chlorophyll maximum - Alkenone-producer growth light-limited
- Expect minimal export flux to sediments
- Non-thermal physiological processes affect UK37
- Nutrient depletion can lead to underestimation of
actual growth temperature - Light limitation leads to overestimation of
actual growth temperature - Measurements of standing stock alone do not allow
conclusive interpretation of production and
export - Interstrain (or species) differences in alkenone
biosynthesis
25Guaymas Basin 2004-2005
26Guaymas Basin 2004-2005
Comparison of AVHRR SST for 1996-97 with
difference between UK37 temperature measured in
sediment trap particles and AVHRR SST (data from
Goni et al., 2001)
27Historical Records
- Historical proxy data grouped into three major
categories - Observations of weather phenomena
- The frequency and timing of frosts or the
occurrence of snowfall - Records of weather-dependent natural or
environmental phenomena (parameteorological) - Droughts and floods
- Phenological records of weather-dependent
biological phenomena - The flowering of trees or the migration of birds
28Sources of Historical Data
- Sources of historical climate information include
- Ancient inscriptions
- Annals and chronicles
- Government records
- Estate records
- Maritime and commercial records
- Diaries and correspondence
- Scientific or quasi-scientific writings
- Early instrumental records
29Problems with Historical Data
- Accounts can be subjective
- How severe is a severe frost?
- Reliability of the account
- Did author have first-hand evidence of event?
- Is the account accurate and representative?
- What is the duration and extent of the event?
- The data must be calibrated against recent
observations and instrumental data - This might be achieved by construction of indices
(e.g. the number of reports of frost per winter)
which can be statistically related to analogous
information derived from instrumental records
30Glaciological Ice Cores
- Environmental conditions recorded as snow and ice
accumulates on ice caps and sheets - Paleoclimate information is obtained from ice
cores by three main approaches - Stable isotopes of water
- Dissolved and particulate matter in the firn and
ice - Physical characteristics of the firn and ice, and
of air bubbles trapped in the ice
31Stable Isotope Analyses
- The vapor pressure of H216O gt H218O
- Evaporation of water results in vapor with less
18O than the initial water - The remaining water is enriched in 18O
- During condensation, the lower vapor pressure of
the H218O enriches water in 18O - During pole ward transportation of water vapor,
isotope fractionation causes preferential removal
of 18O - Water vapor becomes increasingly depleted in
H218O - Because condensation is the result of cooling,
the greater the fall in temperature, the lower
the heavy isotope concentration - Isotope concentration in the condensate (water,
snow, ice) can thus be considered as a function
of the temperature of condensation
32Physical Chemical Characteristics
- Occurrence of melt features in the upper layers
of ice cores provide climatic information - Horizontal ice lenses and vertical ice glands
result from the refreezing of percolating water - Identified by their deficiency in air bubbles
- Relative frequency of melt interpreted as an
index of maximum summer temperatures or of summer
warmth in general - Other physical features of ices cores include
- Variations in crystal size
- Air bubble fabric
- Crystallographic axis orientation
33Air Bubbles in Ice
- The atmospheric gas is trapped as air pores are
closed off during the transition of firn to ice - Considerable research has been devoted to the
analysis of carbon dioxide concentrations of air
bubbles trapped in ice cores
34Dissolved and Particulate Matter
- Variations of dissolved and particulate matter
can be used as proxy paleoclimatic indicators - Calcium
- Aluminum
- Silicon
- Iron
- Dust
- Certain atmospheric aerosols
35Dating Ice Cores
- Many different approaches used
- One of the biggest problems ice core studies is
determining age-depth relationship - Accurate time scales for only last 10,000 years
- Age-depth relationship highly exponential and ice
flow models needed to determine ages of deepest
ice cores - Absolute and relative dating techniques
- Radioisotope dating (210Pb, 32Si, 39Ar, 14C) have
been used with varying degrees of success - Characteristic layers provide valuable
chronostratigraphic markers - Major explosive volcanic eruptions emit sulfur
increase acidity of ice