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MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU IGARSS- Vancouver – July 24-29 2011 Marco Brogioni G.Macelloni, S. Pettinato CNR-IFAC R. Zasso, A. Crepaz CVA-ARPAV B. Padovan, J. Zaccaria PNRA M. Drinkwater ESA-ESTEC

TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IGARSS_2011_DOMEX_presentation.pdf

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Page 1: TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IGARSS_2011_DOMEX_presentation.pdf

MULTI-FREQUENCY MICROWAVE EMISSION OF

THE EAST ANTARCTIC PLATEAU

IGARSS- Vancouver – July 24-29 2011

Marco Brogioni G.Macelloni, S. Pettinato CNR-IFAC

R. Zasso, A. Crepaz CVA-ARPAV

B. Padovan, J. Zaccaria PNRA

M. Drinkwater ESA-ESTEC

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IGARSS- Vancouver – July 24-29 2011

Outline

Objectives and background

The Domex experiment

Satellite (SMOS- AMSR-E) and ground data

The e.m. model

Model comparison

Conclusions and Perspectives

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IGARSS- Vancouver – July 24-29 2011

Objectives

Verify the applicability of the East Antarctic plateau as an extended target for calibrating and monitoring low frequency microwave radiometers using ground based (the Domex-2 experiment) and satellite data (SMOS)

Understanding the multi-frequency microwave emission of the Antarctic plateau by using satellite and ground data in combination to e.m. model

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IGARSS- Vancouver – July 24-29 2011

Dome C and the Antarctic Plateau • The site is view on a sub-daily

frequency by polar-orbiting satellites, at a variety of incidence and azimuth angles.

• Homogeneity of snow surface at the 100 km scale.

• Small surface roughness relative to other ice sheets.

• Low snow accumulation rate (around 3.7cm/yr).

• Clear sky, and extremely dry and stable atmosphere.

• Well known topography and environmental condition

Concordia Station (Dome C): 75.125 S, 123.25 E

3270 a.s.l

Dome C

© CSA

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IGARSS- Vancouver – July 24-29 2011

The Domex-2 experiment With a view to the launching of the ESA’s SMOS satellite, an

experimental activity called DOMEX, supported by ESA and PNRA, was started at Dome-C, Antarctica in 2005 with a first pilot project (Domex-I, duration one month) and continue with Domex-2.

The main scientific objective is to demonstrate the stability of the site in order to provide L-band microwave data for SMOS calibration.

DOMEX-2 experiment consisted in an L-band and an infrared (8-14 µm) radiometers (RADOMEX) installed at Concordia base on an observation tower at a height of 15 m respect to the ice sheet. Data were collected continuously (24/24 h) over two entire Austral annual cycle, starting from December 2008. Snow measurements (including snow stratigraphy, density, grains size and shape, temperature) and meteorological data, were also collected during the experiment.

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IGARSS- Vancouver – July 24-29 2011

The DOMEX Campaign

Concordia base

Air temperature Mean: - 53 degs Max: - 23 degs Min: - 78 degs

TOWER VIEW

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IGARSS- Vancouver – July 24-29 2011

Complementary Snow measurements

Winter

Summer

Snow layers:

Temperature

Hardness

Density

Grains shape and Size

Dielectric Constant

Snow deposition:

Grains shape and Size

Classification(precipitati

on, hoar,wind, etc.)

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IGARSS- Vancouver – July 24-29 2011

170

180

190

200

210

220

230

240

250

01/12/08 01/01/09 01/02/09 04/03/09 04/04/09 05/05/09 05/06/09 06/07/09 06/08/09 06/09/09 07/10/09

Bri

ghtn

ess

Te

mp

erat

ure

[K

]

Time

Tv

Th

Domex -2 – 2009 campaign

Power Failure > 10 days

Radomex Temperature < -60°C !!!

No temperature control

Low temperature /High fluctuation

Theta = 42° SMOS angle

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IGARSS- Vancouver – July 24-29 2011

0

2

4

6

8

10

12

14

16

18

20

170

175

180

185

190

195

200

205

210

215

220

01/12/08 01/01/09 01/02/09 04/03/09 04/04/09 05/05/09

Sky

Bri

ghtn

ess

Te

mp

era

ture

[K

]

Sno

w B

righ

tne

ss T

em

pe

ratu

re [

K]

Time

Tv

Th

TvTbv = 186.3 K - Dev.st = 0.6 K

Tbv = 209 K - Dev.st = 0.3 K

Temporal Stability – corrected values

6 Months Scale = December 2008 – May 2009

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IGARSS- Vancouver – July 24-29 2011

Domex-2 : 2010 campaign

Power Failure

PC crash April 10 Problem

Solved –July 2010

11 months data

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IGARSS- Vancouver – July 24-29 2011

SMOS comparison - Temporal Trends

some jumps: surface effect (?)

The target

response is very

stable.

Fluctuation are

typical of the

SMOS data.

Domex Tb could

be used as a

benchmark for

improve SMOS

data?

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IGARSS- Vancouver – July 24-29 2011

Possible Explaination: wind effect

Lines= High Wind Speed (> 7 m/s)

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IGARSS- Vancouver – July 24-29 2011

DOMEX- Angular Trend

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IGARSS- Vancouver – July 24-29 2011

SMOS – comparison: Angular Trend

SMOS data provided by CESBIO

dots – SMOS lines - DOMEX

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IGARSS- Vancouver – July 24-29 2011

Multi-frequency Tb data: temporal trends

L C X Ku Ka

175 153.16 152.84 154.70 150.36

- 1.15 1.29 1.65 2.12

L C X Ku Ka

218 200.23 194.93 184.83 169.88

- 0.50 0.57 0.81 1.80

Obs. angle 55 deg

Mean

Std Dev

V pol H pol

almost a Black Body

V pol fluctuates less because of the Brewster angle!

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IGARSS- Vancouver – July 24-29 2011

Tb – StdDev vs Frequency (AMSR-E & DOMEX)

0.0

0.5

1.0

1.5

2.0

2.5

1 10 100

Frequency [GHz]

TB

Sd

ev

[K

] .

LC

X

Ku

Ka

Tbh

Tbv

Tb sdev decreases when frequency decreases

The site is stable at L band

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IGARSS- Vancouver – July 24-29 2011

The snowpack is modeled as a stack of n layers with planar boundaries over

a half-space medium.

Each layer is characterize by:

temperature Tl,

grain radius rl,

depth dl,

density rl,

fractional volume fl,

permittivity eeff l.

All the parameters used in the model are derived from Dome C snowpack

measurements (EPICA, Drinkwater et al.,2003).

The electromagnetic model

d1

d2

d3

dn-1

dn

d0

qi

z

.

.

.

n layers

Half-space

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IGARSS- Vancouver – July 24-29 2011

The permittivity of the layers is modeled by using the SFT.

The model is based on the wave approach which accounted

for the reflection and transmission between the layers by

means of the propagating matrix (Kong,1990).

The vertical and horizontal brightness temperatures are

expressed by adding the contributions of the snow layers by

means of the fluctuation dissipation theorem (Jin,1984).

The electromagnetic model

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IGARSS- Vancouver – July 24-29 2011

Comparison of temporal trends

Model Results

37 GHz

19 GHz

10 GHz

6.8 GHz

1.4 GHz The model is

able to

estimate the

e.m. data with

a good

accuracy

Some

discrepancy

are present

at Ku- and

Ka-band

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IGARSS- Vancouver – July 24-29 2011

Penetration depths

Model Results

Pe

ne

tratio

n D

ep

th

Frequency

(GHz)

Penetration

depth (m)

1.4 165

6.8 22

10 12

19 3.5

37 1.5

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IGARSS- Vancouver – July 24-29 2011

Conclusions The DOMEX-2 experiment started in November 2008 and ended

in December 2010.

The high temporal stability of Tb at V polarization is confirmed in both 2009 and 2010. Tb at H polarization exhibits a high fluctuation due to the surface and sub-surface effect (as expected).

The angular and temporal trends exhibit a very good agreement with SMOS data

Multi-frequency data emphasize the mechanisms that dominate the emission of the ice sheet

A e.m. was developed and validated using satellite and ground data

The e.m. is able to explain the jumps observed in H pol. data

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IGARSS- Vancouver – July 24-29 2011 RADOMEX looking in the Antarctic night

Thanks for the attention!