Upload
grssieee
View
723
Download
0
Embed Size (px)
DESCRIPTION
Citation preview
SMOS soil moisture validation: status at the UpperDanube cal/val site eight months after launch
SMOS cal/val proposal: AO ID 3236
Johanna Dall‘Amico1, Alexander Löw2, Florian Schlenz1, Wolfram Mauser1
1University of Munich, Department of Geography, Munich, Germany2Max-Planck-Institute for Meteorology, KlimaCampus, Hamburg, Germany
Funded by German Aerospace Center (50EE0731)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Cal/val approach
The Upper Danube Catchment cal/val site
Overview campaigns and data
Preliminary SMOS data analysis
Conclusions and outlook
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Objectives
SMOS cal/val objectives
Validate SMOS products Soil moisture (L2)
Brightness temperatures (L1c)
... over a large area (entire Upper Danube)
a smaller, but well instrumented area (Vils)
... using Field measurements
Large scale land surface modelling
Ancillary remote sensing data
Approach
validation
Land surfaceModel (PROMET)
1km
SMOSL2 SM product
Soil moistureSoil moisture station
1
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
2
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Approach
validation
Land surfacemodel PROMET
1km
SMOSL2 SM product
API
Soil moistureSoil moisture station
L2 Processor
SMOS„L1c Brightness temperature“
Radiative Transfer model
comparisonvalidation
Radiometer
L-MEB
12
3
Approach
validation
Land surfacemodel PROMET
1km
SMOSL2 SM product
API
Soil moistureSoil moisture station
L2 Processor
SMOS„L1c Brightness temperature“
Radiative Transfer model
comparisonvalidation
Radiometer
L-MEB
• Two airborne campaigns•Comparison with ancillary remote sensingdata: soil moisture product from ENVISAT ASAR (VISTA GmbH)
12
3
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Upper Danube Catchment Vils test site
Radiometer
Size: 77000 km²
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Instrumentation Vils test site
Soil moisture• Profile (5 probes per station:
2x5,10,25,40cm )
– TDR Probes (IMKO GmbH)
– ECHO probes (Decagon)
• Automatic data transmission
• Start: 2007 (one station since
2002)
Meteorological data• Precipitation
• Longwave radiation
• Temperature (2m)
• Wind speed
• Solar radiation
• Relative humidity
• Temperature @ 5,40 cm
50 km
1
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Land surface modelling
Meteorological data from a dense network of in situ stations (NRT availability; subset shown)
2
PROMET land surface model
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Model validation
PROMET model has been extensively validated and is still being validated regularly using in-situ data
ELBARA 2 radiometer
GrasslandRape
Meteorologicaldata
3
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
ELBARA 2 radiometer
Data of ELBARA available through a web client
(full access to instrument ancillary data)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
SMOS airborne campaigns
Rehearsal campaign 2008
SMOS validation campaign 2010
SMOS cal/val campaigns
HUT-2D radiometer(Aalto University, Helsinki)
EMIRAD(Technical University of Denmark)
Thermal camera(Max-Planck-Institutefor Meteorology, Hamburg)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Radiometer data comparison 2008
Two complementary radiometers during SMOS airborne campaignsprovide added value:
- HUT-2D: imaging system, good spatial resolution
- EMIRAD: better radiometric calibration
-60
-50
-40
-30
-20
-10
0
10
20
30
08/04/2008 15/04/2008
firs
t s
toke
s p
ara
me
ter
[K]
flight days during rehearsal campaign 2008
EMIRAD minus HUT-2D after temperature correction
Lochheim
Engersdorf SouthEngersdorf NorthSteinbeissen SouthSteinbeissen North
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
SMOS cal/val campaign 2010
Five flights: 17, 22, 25 May, 12, 17 June 2010
Most overflights covered 10 ground stations and the ELBARA radiometer (white) and 5 focus areas (red)
Intensified ground campaign compared to 2008
Basic objective
• Representative coverage of
parts of one SMOS pixel
SMOS cal/val campaign 2010
First data SMOS campaign 2010
EMIRAD data on lake Chiemsee HUT-2D data example (black areas: forest)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
SMOS cal/val campaign 2010
Vils test site
TIR brightness temperatures (raw data)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Field measurements 2010
Soil moisture 60 points covering whole focus area (spacing ~ 500m) 90 points covering smaller sub-area (spacing ~ 100 m) =>~ 3000 SM measurements per day in the whole Vils
Soil temperature
Vegetation parameters Height, phenology, biomass
Land cover mapping
Meteo data Neusling (014)
0
5
10
15
20
25
30
15
.05
.20
10
00
:00
16
.05
.20
10
05
:00
17
.05
.20
10
10
:00
18
.05
.20
10
17
:00
19
.05
.20
10
22
:00
21
.05
.20
10
03
:00
22
.05
.20
10
08
:00
23
.05
.20
10
13
:00
24
.05
.20
10
18
:00
25
.05
.20
10
23
:00
27
.05
.20
10
04
:00
28
.05
.20
10
09
:00
29
.05
.20
10
14
:00
30
.05
.20
10
19
:00
01
.06
.20
10
00
:00
02
.06
.20
10
05
:00
03
.06
.20
10
10
:00
04
.06
.20
10
15
:00
05
.06
.20
10
20
:00
tem
pe
ratu
re [
°C]
0
1
2
3
4
5
6
7
8
9
10
pre
cip
ita
tio
n [
mm
]
precipitation
air temperature
Flights
Conditions during campaign
Different soil moisture conditions between saturated and medium dry Vegetation growth phase optical depth Air temperature between
10 and 30°C
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Dynamics of ground measurements
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
10
15
20
25
30
35
40
45
17.05. 22.05. 25.05. 28.05. 12.06. 14.06. 17.06.
so
il m
ois
ture
vo
l. %
]
time
soil moisture ground measurements (coarse resolution grid)
Lochheim
Engersdorf
Steinbeissen
Neusling
Frieding
10
15
20
25
30
35
40
45
17.05. 22.05. 25.05. 28.05. 12.06. 14.06. 17.06.
so
il m
ois
ture
vo
l. %
date
soil moisture ground measurements (high resolution grid)
Engersdorf
Steinbeissen
Neusling
Frieding
Stations vs. spatial mean
SM station
Ground station measurements(lines) and mean values of all measurements at red points (dotswith standard deviation bars)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Brightness temperatures
200
210
220
230
240
250
260
270
280
290
17.5.10 27.5.10 6.6.10 16.6.10
EMIRAD
PROMET+LMEB
Bri
gh
tness
tem
pera
ture
(TB
h)
[K]
Mean values and standard deviations of all valuesfalling into the central ISEA grid point in the Vils area
L-MEB
Radiativetransfermodel
PROMETsoil moisture
SMOS comparison
SMOS data UDC (Vils testsite)
Morning overpasses
SMOS data UDC (Vils testsite)
L1c comparison
Comparison of SMOS L1c Brightness temperatures withsimulated brightness temperatures (coupledPROMET+LMEB)
Actual SMOS L1c data processing:
• TB Filtering (Flags and additional)
• Combining polarized observations
• Rotation (Faraday and Geometric)
• Analysis per incidence angle
L-MEB
RadiativeTransfer model
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
PROMETsoil moisture
SMOS L1c vs. PROMET-LMEB
Only morning overpasses (40°)
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
17 April 2010 17 June 2010
Bri
gh
tness
tem
pera
ture
(TB
h)
[K]
Project status
validation
Surface state
1km
SMOSL2 SM product
API
Soil moistureSoil moisture station
SMOS„L1c Brightness temperature“
Radiative Transfer model
comparisonvalidation
Radiometer
L2 Processor
L-MEB
IEEE International Symposium on Geoscience and Remote Sensing - IGARSS 2010 in Honolulu
Conclusions and outlook
UDC cal/val activities on their way
More detailed analysis of campaign data in the next months
More SMOS data analysis as soon as reprocessed L1c dataand L2 data available
Thanks!
Funded by German Aerospace Center (50EE0731)