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Influence of snow depth and surface flooding on light transmittance through Antarctic sea ice Stefanie Arndt, Klaus M. Meiners, Robert Ricker, Thomas Krumpen, Christian Katlein, Marcel Nicolaus

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Page 1: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

Influence of snow depth and surface flooding on light transmittance through Antarctic sea ice

Stefanie Arndt, Klaus M. Meiners, Robert Ricker, Thomas Krumpen, Christian Katlein, Marcel Nicolaus

Page 2: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

ocean Antarctic

snow

ice

2

Temporal evolution of surface properties

Year-round snow cover Seasonal changes in snow properties dominated by e.g. §  Diurnal freeze-thaw cycles §  Internal snowmelt ice

ocean

snow lead

atmosphere

meltpond

Iceandsnowtransport(dri3)

Lateralmel6ng

Bo9ommel6ng/freezing

Internalmel6ng

Icethickness

Snowdepth

Snowfall

Flooding

Snow-iceforma2on

Internalsnowmelt

Superimposediceforma2on

snow

ice

Internalicelayers

Page 3: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

3

Surface energy budget

lead

Incomingshort-waveradia4on Reflectedshort-

waveradia4on

Absorp4on

Transmission

Sca<ering

Oceanheatflux

Incoming/Outgoinglong-waveradia4on

Turbulentheatflux

meltpond

Conduc4veheatflux

ice

ocean

snow

atmosphere Energybudget

Page 4: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

Incomingshort-waveradia3on

Reflectedshort-waveradia3on

Absorp3on

Transmission

Sca;ering

Oceanheatflux

ice

ocean

snow

atmosphere Energybudget

4

Importance of transmitted heat fluxes

Mass budget of sea icebottom melt

Energy budget of the upper oceanwarming of the upper ocean

Under-ice ecosystemchanging habitat conditions for ice-associated organisms

lead

Incoming/Outgoinglong-waveradia5on

Turbulentheatflux

meltpond

ice

ocean

snow

atmosphere Energybudget

Page 5: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

5

Study side and measurements

Measurements: §  Spectral solar radiation measurements: Remotely Operated Vehicle (ROV) §  Total sea-ice thickness: Multi-frequency electromagnetic induction (GEM-2) §  Snow depth: Magna Probe

WISKEY = Winter study on Sea ice and KEY species 14 August to 16 October 2013

Arndt et al., 2017 (under review, JGR)

Page 6: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Physical properties of the pack ice floe Sea-ice thickness, I: mean(I) = 0.93 ± 0.45 m

Snow depth, S: mean(S) = 0.39 ± 0.13 m

Transmittance, T: mean(T) = 0.0024 (0.24%) mode(T) = 0.0008 (0.08%)

Antarctic pack ice transmits less than 0.1% of the incoming solar radiation during early spring

Page 7: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Physical properties of the pack ice floe Sea-ice thickness, I: mean(I) = 0.93 ± 0.45 m

Snow depth, S: mean(S) = 0.39 ± 0.13 m

Ice freeboard, F: mean(F) = -0.08 ± 0.10 m

Page 8: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Physical properties of the pack ice floe Ice freeboard, F: mean(F) = -0.08 ± 0.10 m

ice

water

S

I

snow (dry)

ice

water

Sdry

I

slush Swet= -F

S F ρs

ρi

ρs

ρi

ρsl=ρi

snow (dry)

Non-flooded Flooded

ice

water

S

I

snow (dry)

ice

water

Sdry

I

slush Swet= -F

S F ρs

ρi

ρs

ρi

ρsl=ρi

snow (dry)

Non-flooded Flooded

Page 9: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Spectral optical properties

Page 10: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Spectral optical properties Normalized difference indices (NDI) of under-ice irradiance spectra:

!"# = !! !! − !!(!!)!! !! + !!(!!)

λ1, λ2: wavelength pairs

(Mundy et al., 2007)

Correlation surfaces of normalized difference indices (NDI) for snow depth

Non-flooded Flooded correlation: 0.52 correlation: 0.57

The heterogeneous snow on Antarctic pack ice obscures a direct correlation between the under-ice light field and snow depth

Page 11: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

Katlein, Arndt et al., 2015

Summer&Melt& Freeze&Winter& Winter&

snow% snow%

ice%melt%pond%

ocean%

Optical properties highly correlated with snow surface properties (e.g. melt ponds)

Light transmittance significant higher(summer FYI: 0.09, summer MYI: 0.05)

Comparison with Arctic studies

Page 12: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Conclusions

Antarctic pack ice transmits less than 0.1% of the incoming solar radiation during early spring

Ice freeboard and related flooding at the snow/ice interface dominates the spatial variability of the under-ice light regime

Limitation in the use of snow-NDI prevents estimating light transmission from snow depth and vice versa

In contrast to Arctic sea ice, the dependency of light transmittance of Antarctic sea ice on its surface properties is more obscure

Ice freeboard

Transmittance

Snow depth correlation

Arndt et al., 2017 (under review, JGR)

Page 13: Stefanie Arndt, Klaus M. Meiners, Robert Ricker, …epic.awi.de/44069/1/20170213_talk_sarndt_epic.pdf · Influence of snow depth and surface flooding on light transmittance through

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Outlook

New field data sets for improved process understanding of the vertical snow layer

Comparison of relations of surface properties and (spectral) light transmittance in the Weddell Sea (WISKEY) with East Antarctic (e.g. SIPEX-2)

Antarctic-wide up-scaling approaches of the under-ice light field require more detailed field data and analysis

Application of existing Chlorophyll-a –NDI for Weddell Sea on WISKY data set to investigate spatial variabilities in Chlorophyll-a (Meiners, Arndt et al., in prep.)