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Forest Height Estimation with X- Band InSAR: Phase Centre Location versus RVoG Florian Kugler, Irena Hajnsek, Seung-Kuk Lee & Konstantinos Papathanassiou German Aerospace Center (DLR) Microwaves and Radar Institute (HR)

Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

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Page 1: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

Forest Height Estimation with X- Band InSAR: Phase Centre Location versus RVoGFlorian Kugler, Irena Hajnsek, Seung-Kuk Lee & Konstantinos PapathanassiouGerman Aerospace Center (DLR)Microwaves and Radar Institute (HR)

Page 2: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

2Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Lineout

Test Sites:

FinSAR CampaignINDREX II: MawasKobernausser WaldTempoSAR Campaign: TraunsteinBiosar II Campaign: Krycklan

Issues:

Phase Centre HeightForest HeightExtinctionComparision/Combination of different baselines

Page 3: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

3Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

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Height Validation X band vs L band boreal forest Southern Finnland

X band validated against Scatterometer

Page 4: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

4Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

• Peat swamp forest

• Forest Height: 15m – 25m

• Biomass around 100-350t/ha

• Uniform structure

• Open canopy

• Flat Topography

INDREX-II: Mawas Test Site

Page 5: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

5Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Mawas X band Validation with Lidar

Lidar Strip was divided into100 equal samples

Phase Center Height

Inversion I using φ0 fromunvegetatedarea

Inversion IIusing σ0.3 d B/m(mean ExtinctionInversion I)

Lidar StripReference Height: Top Canopy height 100(100 tallest tree per hectar)

Page 6: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

6Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Test Site Kobernausser Wald

Kobernausser Wald: • Upper Austria• Temperate managed forest• Hilly Topography• Inhomogenous Composition• Stands of different Heights

from 4 to 35m and different age and differentbiomass

• Domintated by Coniferous trees• Canopy mainly closed

Page 7: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

7Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

KobernausserWaldDataset

X Band Polarisation VVSingle PassBaseline :0.8m

Lidar StripInSAR Coherence Amplitude Image

Page 8: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

8Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Kobernausser Wald X band Validation with LidarPhase Center

Lidarh100

InversionHeights

InversionHeights

Phase Center

Reference Height: Top Canopy height h100(100 tallest tree per hectar)

Inversion Iusing φ0 from Lidar

Page 9: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

9Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Kobernausser Wald X band Extinction Estimation

Extinctionfrom heightestimation

Extinctionfrom LidarInversion

2dB/m

1dB/m

0dB/m

Stand:Mean Extinction from

Inversion: 0.79dB/mMean Extinction from

Lidar h100: 0.82dB/mMean Ground to Volume Ratio: 0.05

Mean forest Height, 25.7m

Page 10: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

10Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Traunstein Test Site

Forest type Temperate Topography Moderate slopes

25 ~ 35mN. Spruce, E. Beech, White Fir

40 ~ 450 t/ha

HeightSpeciesBiomass

Page 11: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

11Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Temposar dataFull Baseline Half Baseline

Coherence 0 to 1 Coherence 0 to 1Phase -π to π Phase -π to π

Page 12: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

12Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Estimated Forest Heights Full Baseline

Inversion height Scattering Centre40m

20m

0m

Inversion using external ground phase

Tends to underestimate high forests

Scattering Centre clearly below estimated forest height

Page 13: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

13Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Estimated Forest Heights Half Baseline

40m

20m

0m

Inversion height Scattering Centre

Inversion using external ground phaseTends to underestimate high forests

Scattering Centre clearly below estimated forest height

Good Inversion Performance in near range

Page 14: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

14Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Estimated Extinction Full Baseline Half Baseline

Estimated with Reference Height

Estimated with Reference Height

Estimated from Height Inversion

Estimated from Height Inversion

Page 15: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

15Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Lidar Tree Vegetation height

40m

20m

0m

Page 16: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

16Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Biosar II Test Site Krycklan Sweden

Krycklan forest:Location:• middle Sweden• boreal forest• high topography

Composition• stands of different Height• maximum forest height: ~ 30m• mean forest height: 17m

• stands of different age and different biomass

• domintated by Coniferoustrees

Page 17: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

17Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Biosar data Full Baseline Half Baseline

Coherence 0 to 1 Coherence 0 to 1Phase -π to π Phase -π to π

Page 18: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

18Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Biosar dual Baseline Inversion results

Extinction Forest Height

2dB/m

1dB/m

0dB/m

40m

20m

0m

Page 19: Forest Height Estimation with X- Band InSAR: Phase Centre ...earth.esa.int/workshops/polinsar2009/participants/456/pres_7_Kugler... · Krycklan forest: Location: • middle Sweden

19Microwaves and Radar Institute / Microwaves and Radar Institute / PolPol -- InSAR Research Group InSAR Research Group

Summary Forest Height Inversion using X-Band

Forest height estimation using X band provides prommissing results fortropical as well as for temperate & boreal forest conditiions

X band Phase Center is significantly lower than Pol-InSAR forest height

Especially in less dense forest conditions as can be found in boreal forests X band could provide good results

Limitting factor for X band is forest density

If there is an external DEM available we can go even further

The results show a high potential of TanDEMX for forest height estimation in certain ecosystems, even if Quad or Dual Pol data are available