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b c a a c b Tel: +43-1-7125674-0 Fax: +43-1-7125674-56 393 [email protected] www.geologie.ac.at Geologische Bundesanstalt Neulinggasse 38, A-1030 Wien GEOFORUM - Umhausen, 18.- 19. October 2012 a PSI probability (%) 0 - 10 10 - 20 20 - 30 30 - 40 40 - 50 50 - 60 60 - 70 70 - 80 80 - 90 90 - 100 The comparison of boreholes and piezometers measurements with the PSI time series of affected subsidence areas allowed the understanding of the hydro-geological process taking place. This tecnique showed sporadic good results in non urban areas as well. The use of the archieved ESA SAR images will allow the GBA, through the application of DINSAR and A-DINSAR methods, to study how in mountainous areas major triggering events can cause over aggravation phenomena on instable slopes (10). ^ _ eHYD stations ERS - ASAR strips HYSTALP stations October snow probility (%) 10 - 20 20 - 30 30 - 40 40 - 50 50 - 60 60 - 70 70 - 80 80 - 90 90 - 92,5 92,5 - 95 95 - 100 ESRI snow days with snow 50 100 150 200 250 300 365 The main product of PanGeo consists on the creation for each city of a ground stability layer. This layer, coupled with a hypertext reporting the interpretation of the phenomena, contain the areal extensions of the geo-hazards. Furthermore PanGeo portal will publish those results on a web GIS application (6). By comparing urban geo atlas of Vienna (7) and the distribution of made ground deposits with PSI data it was possible to validate two buidings instabilities on the ground floor. In 5a and 5b the subsidence is due to the presence of loess on the ground. The versatility of PSI data can be proved in non urban environment as well as it happend in couple of cases in Salzburg (9). The presence of few scatters in Wienerwald on Flysh persuade us to made a verification on the field. At the northern part of Kolbeterberg hill a particularly active channel created by under cutting a deep graben. On 7a it´s possible to see in fact the extreme action of the erosion (the fall of an old tree) in 7b the deep graben itself and in 7c the bending of young trees. III III I 5.Vienna preliminary results - PanGeo examples 6a: ERS data 1995 -2000 (mm), groudwater difference 1995 -2000 (m) 6b: ENVISAT data 2001- 2010 (mm), groudwater difference 1995 -2000 (m) 7: location map of the graben investigated in Winerwald. 7a, 7b, 7c: enlargements. locations 5a, 5b: cracks evidences on buildings, Meidling (Vienna). 5: location map of the hot spot of subsidence present in Margareten and part of Meilding 4.Modelling The first part of the analysis for the nationwide project was addressed to the creation of the PSI predictability model (2) based on slopes, aspects and land use and use it as a reference for forecast the higher probability to detect potential very slow mass movements catalogued on the GEORIOS (3) cadastre. More than 500 features with extent > 10 hectares are susceptible to be detected in motion by using classic two pass DINSAR method. 3: PSI predictability model for ascending orbits (night acquisitions) describing the probability to find persistent scatters overall Austria. 4: Wheater stations eHYD (4) for one of the 50 Km by 50 Km and HISTALP (5) snow probability compared to the ESRI snow layer. site 1. D. Sandwell, et al.(2011). GMTSAR: An InSAR Processing System Based on Generic Mapping Tools -Scripps Institution of Oceanography. 2. D. Notti et al. (2010) Assessment of the performance of X-band satellite radar data for landslide mapping and monitoring: Upper Tena Valley case study - Nat. Hazards Earth Syst. Sci., 10, 1865–1875 4. http://gis.lebensministerium.at/ehyd www.zamg.ac.at/histalp/ 7. S. Fleiderer, T. Hofmann (2004) Digitaler angewandter Geo-Atlas der Stadt Wien 8. S. Fleiderer, T. Hofmann (2004) Digitaler angewandter Geo-Atlas der Stadt Wien PanGeo project and the future exploitation of the ESA Radar SAR archive in Austria, GBA Fachabteilung Ingenieurgeologie. 3. Tilch N. et al. (2011) The data management system GEORIOS of the geological survey of Austria, Poster presentation 5. http:// 6. http://www.pangeoproject.eu/ (GEO-Modul), GBA Fachabteilung Rohstoffgeologie. (HYDRO-Modul), GBA Fachabteilung Rohstoffgeologie. 9. F. Vecchiotti, et al.(2012) 10. http://ceos.esa.int/plenary16/papers/plenary16_doc14_dmsg_final/final_report/DMSG_final.pdf RocExs 2011. 6.Conclusions Selection ERS and ENVISAT products Master Slave short temporal baseline (35 - 385 days) Aug. Sept. Oct. Nov. April Snow cover verification March Level 1 SLC Level 0 raw Aug. Sept. Oct. Nov. April Snow cover verification March pre-triggering post-triggering 4 5 7.Bibliography a b In order to accomplish the project “Austrian landslide catalogue assessment through the use of radar interferometry application” the GBA will adopt a method (2) which takes into account pre-triggering and post triggering related landslide events in Austria (landslides, extreme rainfall, extreme snowfalls, flooding) and compare the DINSAR results with the GEORIOS cadastre. SAR ascending coverage for Austria Rain verification acquisition day 1 day before 1 day after Threshold < 6mm/d Rain verification acquisition day 1 day before 1 day after Threshold < 6mm/d Open source software Use of large multi-temporal stacks of SAR images for stable targets displacement detection. Accuracy: 0,1 -1 mm/year good pixel resolution (20 x 20 m) A-DINSAR processing (or PSI) 3 2 EOLI-SA data ordering short geomerical base-line small doppler centroid 100% overlapping of 2 scenes Differential interferogram formation with two SAR images. Accuracy: 3mm year landslide extension > 10 ha Open source software DINSAR processing 2: Work flow for the SAR processing of the project. 1 1.Introduction 2.Theory and software (mm) New functionalities of open source software like EOLI-SA (ordering software), NEST (DINSAR software) and GMTSAR (1) (advanced DINSAR or PSI software) by processing well known examples of pre-seismic and post seismic events were tested. The available data of a recent earthquake (2004 Bam, Iran) represents the basis for the investigation on the applicability of the open software's. The results of the wrapped interferogram were compared with the literature successfully. In (1) the term Φ or noise on the decorr equation can be solved by selecting images in certain conditions; for esample by acquiring images in spring and fall season or in arid zones and by avoiding spatial decorrelation by mean of very short baselines. Bam is in a desertic area of Iran and the baseline is only 21m.The first wrapped interferogram was obtained processing pre-seismic and post seismic ENVISAT images in LINUX with NEST open source software. Then with the SNAPHU software it was possible to unwrap the phase which shows a differential movement of the reactivated fault and the amount of displacement in centimetres. Φ = Φ + Φ + Φ + Φ interf flat decorr orbit real Φ = Φ - Φ deform real topo Φ = Φ + Φ + Φ interf flat decorr real 1: Work flow for the creation of an unwrapped differential interferogram. 3.Strategy Considering that in the past the Differential Interferometry SAR was a technique used only by a restricted scientific community nowadays the number of opportunity for governmental organisations to acquire and process SAR images in house is largely augmented. In fact it´s now possible to use open source software which enable a competent user to visualise, process and analyse available ESA ERS and ENVISAT data. The GBA is involved in a EU project called PanGeo aimed at detecting and mapping, through the analysis of state of the art PSI (persistent scattering interferometry), geo-hazards related to terrain motion in two of the biggest city of Austria (Salzburg and Vienna). The department of engineering geology by applying for an EarthNet ESA project is preparing a cost effective strategy for data processing of SAR images in the aim of assessing the Austrian landslide cadastre. geocoding coherence masking h a p s e o p s o u t b t r a c t i o n complex interferogram phase unwrapping coherence image coregistered stack final interferogram phase filtering slc slave orbit data SRTM DEM slc master In two Bezirks of Vienna (Florisdorf and Donaustadt) in 2004 the project HydroModul (8) was carried out. One of the result was to illustrate the variation of the ground water table level before and after the construction of a Freudenau dam on the Danube. Since PSI ERS data (1995 -2000) correspond to the time frame of the geo-hydrological investigation it´s possible to see in 6a an overall well response of the satellite to water table fluctuation. In 6b on the other hand the ground works oparated on the U2 line of Vienna from Donau Marina station until Aspern station can be spotted with a corresponding relative aggravation of the subsidence. At the same time on the planned tram and metro lines further negative motion are present. b The use of radar DINSAR technique for the assessment of mass movements in Austria Filippo Vecchiotti, Arben Kociu, Edmund Winkler Nils Tilch, Geologische Bundesanstalt

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Page 1: The use of radar DINSAR technique for the assessment of ... · PDF fileGMTSAR: An InSAR Processing System Based on Generic Mapping Tools -Scripps Institution of Oceanography. 2. D

bc

a

a

c

b

Tel: +43-1-7125674-0 Fax: +43-1-7125674-56 [email protected] www.geologie.ac.at

Geologische Bundesanstalt Neulinggasse 38, A-1030 Wien

GEOFORUM - Umhausen, 18.- 19. October 2012

a

PSI probability (%)

0 - 10

10 - 20

20 - 30

30 - 40

40 - 50

50 - 60

60 - 70

70 - 80

80 - 90

90 - 100

The comparison of boreholes and piezometers measurements with the PSI time series of affected subsidence areas allowed the understanding of the hydro-geological process taking place.This tecnique showed sporadic good results in non urban areas as well.

The use of the archieved ESA SAR images will allow the GBA, through the application of DINSAR and A-DINSAR methods, to study how in mountainous areas major triggering events can cause over aggravation phenomena on instable slopes (10).

_̂ eHYD stations

ERS - ASAR strips

HYSTALP stations

October

snow probility (%)

10 - 20

20 - 30

30 - 40

40 - 50

50 - 60

60 - 70

70 - 80

80 - 90

90 - 92,5

92,5 - 95

95 - 100

ESRI snow

days with snow

50

100

150

200

250

300

365

The main product of PanGeo consists on the creation for each city of a ground stability layer. This layer, coupled with a hypertext reporting the interpretation of the phenomena, contain the areal extensions of the geo-hazards. Furthermore PanGeo portal will publish those results on a web GIS application (6).

By comparing urban geo atlas of Vienna (7) and the

distribution of made ground deposits with PSI data it

was possible to validate two buidings instabilities on

the ground floor. In 5a and 5b the subsidence is due to

the presence of loess on the ground.

The versatility of PSI data can be proved in non urban environment as well as it happend in couple of cases in Salzburg (9). The presence of few scatters in Wienerwald on Flysh persuade us to made a verification on the field. At the northern part of Kolbeterberg hill a particularly active channel created by under cutting a deep graben. On 7a it´s possible to see in fact the extreme action of the erosion (the fall of an old tree) in 7b the deep graben itself and in 7c the bending of young trees.

IIIIII

I

5.Vienna preliminary results - PanGeo examples

6a: ERS data 1995 -2000 (mm), groudwater difference 1995 -2000 (m)

6b: ENVISAT data 2001- 2010 (mm), groudwater difference 1995 -2000 (m)

7: location map of the graben investigated in Winerwald.

7a, 7b, 7c: enlargements.locations

5a, 5b: cracks evidences on buildings, Meidling (Vienna).

5: location map of the hot spot of subsidence present in Margareten and part of Meilding

4.Modelling

The first part of the analysis for the nationwide project was addressed to the creation of the PSI predictability model (2) based on slopes, aspects and land use and use it as a reference for forecast the higher probability to detect potential very slow mass movements catalogued on the GEORIOS (3) cadastre. More than 500 features with extent > 10 hectares are susceptible to be detected in motion by using classic two pass DINSAR method.

3: PSI predictability model for ascending orbits (night acquisitions) describing the

probability to find persistent scatters overall Austria.

4: Wheater stations eHYD (4) for one of the 50 Km by 50 Km

and HISTALP (5) snow probability compared to the ESRI snow layer.

site

1. D. Sandwell, et al.(2011). GMTSAR: An InSAR Processing System Based on Generic Mapping Tools -Scripps Institution of Oceanography.2. D. Notti et al. (2010) Assessment of the performance of X-band satellite radar data for landslide mapping and monitoring: Upper Tena Valley case study - Nat. Hazards Earth Syst. Sci., 10, 1865–1875

4. http://gis.lebensministerium.at/ehydwww.zamg.ac.at/histalp/

7. S. Fleiderer, T. Hofmann (2004) Digitaler angewandter Geo-Atlas der Stadt Wien

8. S. Fleiderer, T. Hofmann (2004) Digitaler angewandter Geo-Atlas der Stadt Wien

PanGeo project and the future exploitation of the ESA Radar SAR archive in Austria, GBA Fachabteilung Ingenieurgeologie.

3. Tilch N. et al. (2011) The data management system GEORIOS of the geological survey of Austria, Poster presentation

5. http://6. http://www.pangeoproject.eu/

(GEO-Modul), GBA Fachabteilung Rohstoffgeologie.

(HYDRO-Modul), GBA Fachabteilung Rohstoffgeologie.9. F. Vecchiotti, et al.(2012)

10. http://ceos.esa.int/plenary16/papers/plenary16_doc14_dmsg_final/final_report/DMSG_final.pdf

RocExs 2011.

6.Conclusions

Selection ERS and ENVISAT productsMaster Slave sh

ort te

mp

ora

l ba

selin

e (3

5 - 3

85

da

ys)

Aug.

Sept.

Oct.

Nov.

April

Sn

ow

co

ver

veri

fica

tio

n March

Level 1 SLCLeve

l 0 ra

w

Aug.

Sept.

Oct.

Nov.

April

Sn

ow

cove

r verifica

tion

March

pre-triggering post-triggering

45

7.Bibliography

a

b

In order to accomplish the project “Austrian landslide catalogue assessment through the use of radar interferometry application” the GBA will adopt a method (2) which takes into account pre-triggering and post triggering related landslide events in Austria (landslides, extreme rainfall, extreme snowfalls, flooding) and compare the DINSAR results with the GEORIOS cadastre.

SAR ascending coverage for Austria

Ra

in ve

rificatio

n

acquisition day

1 day before

1 day after

Threshold < 6mm/d

Ra

in v

erific

atio

n

acquisition day

1 day before

1 day after

Threshold < 6mm/d

Open source software

Use of large multi-temporal stacks of SAR images for stable targets displacement detection.

Accuracy: 0,1 -1 mm/year good pixel resolution (20 x 20 m)

A-DINSAR processing (or PSI)

3

2

EOLI-SA data ordering

short geomerical base-line

small doppler centroid

100% overlapping of 2 scenes

Differential interferogram formation with two SAR images.

Accuracy: 3mm year landslide extension > 10 ha

Open source software

DINSAR processing

2: Work flow for the SAR

processing of the project.

1

1.Introduction

2.Theory and software

(mm)

New functionalities of open source software like EOLI-SA (ordering software), NEST (DINSAR software) and GMTSAR (1) (advanced DINSAR or PSI software) by processing well known examples of pre-seismic and post seismic events were tested. The available data of a recent earthquake (2004 Bam, Iran) represents the basis for the investigation on the applicability of the open software's. The results of the wrapped interferogram were compared with the literature successfully. In (1) the term Φ or noise on the decorr

equation can be solved by selecting images in certain conditions; for esample by acquiring images in spring and fall season or in arid zones and by avoiding spatial decorrelation by mean of very short baselines. Bam is in a desertic area of Iran and the baseline is only 21m.The first wrapped interferogram was obtained processing pre-seismic and post seismic ENVISAT images in LINUX with NEST open source software. Then with the SNAPHU software it was possible to unwrap the phase which shows a differential movement of the reactivated fault and the amount of displacement in centimetres.

Φ = Φ + Φ + Φ + Φinterf flat decorr orbit real

Φ = Φ - Φdeform real topoΦ = Φ + Φ + Φinterf flat decorr real

1: Work flow for the creation of an unwrapped differential interferogram.

3.Strategy

Considering that in the past the Differential Interferometry SAR was a technique used only by a restricted scientific community nowadays the number of opportunity for governmental organisations to acquire and process SAR images in house is largely augmented. In fact it´s now possible to use open source software which enable a competent user to visualise, process and analyse available ESA ERS and ENVISAT data.The GBA is involved in a EU project called PanGeo aimed at detecting and mapping, through the analysis of state of the art PSI (persistent scattering interferometry), geo-hazards related to terrain motion in two of the biggest city of Austria (Salzburg and Vienna). The department of engineering geology by applying for an EarthNet ESA project is preparing a cost effective strategy for data processing of SAR images in the aim of assessing the Austrian landslide cadastre.

ge

oco

din

g

coherence masking

hap s eo p so ut btractio

n

complexinterferogram

phaseunwrapping

coherenceimage

coregisteredstack

finalinterferogramphase

filtering

slc slave

orbitdata

SRTM DEM

slc master

In two Bezirks of Vienna (Florisdorf and Donaustadt) in 2004 the project HydroModul (8) was carried out. One of the result was to illustrate the variation of the ground water table level before and after the construction of a Freudenau dam on the Danube.

Since PSI ERS data (1995 -2000) correspond to the time frame of the geo-hydrological investigation it´s possible to see in 6a an overall well response of the satellite to water table fluctuation.

In 6b on the other hand the ground works oparated on the U2 line of Vienna from Donau Marina station until Aspern station can be spotted with a corresponding relative aggravation of the subsidence. At the same time on the planned tram and metro lines further negative motion are present.

b

The use of radar DINSAR technique for the assessment of mass movements in AustriaFilippo Vecchiotti, Arben Kociu, Edmund Winkler Nils Tilch,

Geologische Bundesanstalt