radiometric normalisation of landsat etm+ data for a change detection study

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Funded by the EPA, STRIVE under the National Development Plan (2007 2013) Lackan Brittas Kilteel Kilbride Stepaside Roundwood Kilternan Enniskerry Valleymount Blessington Ballyknockan

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Dr Jerome O Connell - presentation made at various conferences throughout Europe as part of PhD which was funded by the EPA under the STRIVE Research Programme 2007-2013 (2007-PhD-ET-2)

TRANSCRIPT

Page 1: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Lackan

BrittasKilteel

Kilbride

Stepaside

Roundwood

Kilternan

Enniskerry

Valleymount

Blessington

Ballyknockan

Page 2: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 3: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 4: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Water

Urban...?

Regression line

24/0

2/200

1

02/07/2001

Page 5: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Water AOI

Urban AOI

Water

Urban 24/0

2/200

1

02/07/2001

New regression line

Page 6: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Chen method

Subset method

Area Of Interest (aoi)

Page 7: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 8: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Dark Object Subtraction

Topographic normalisation

Dn to reflectance

EVI2

Page 9: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 10: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 11: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Original Master Slave

Page 12: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

Feb 17th Norm May 8th Norm May 24th Aug 28th Norm Oct 31st Norm

EV

I2

Average EVI2 for peatland habitats

Wet heath

Upland blanket bog

Cutover bog

Montane heath

Bracken

Grassaland

Page 13: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

0

0.1

0.2

0.3

0.4

0.5

0.6

Feb 17th May 8th May 24th Aug 28th Oct 31st

EV

I2

Average original and normalised EVI2 values

Wet heath Norm

Wet heath

Upland blanket bog Norm

Upland blanket bog

Page 14: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)

Page 15: Radiometric normalisation of LANDSAT ETM+ data for a change detection study

Thanks for your time...

Funded by the EPA, STRIVE under the National Development Plan (2007 – 2013)