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Normalized Difference Built-up Index UJJAIN NDBI 1999 NDBI 2011 Mix red-yellow Urban Yellow Water body Green Vegetation Blue Open land/water-logged Spatial Changes: Increase in Urban area from 1999 to 2011 Increase in water-body from1999 to 2011 Decrease in vegetation from 1999 to 2011 NDBI ( Band5-Band4)/(Band5+Band4) Note: It is seen that features are not precisely demarcated. Hence NDVI is preferred. Image Source:Landsat5 Janki Adhvaryu PT200614

ndvi ndbi digital image processing

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Page 1: ndvi ndbi digital image processing

Normalized Difference Built-up Index UJJAIN

NDBI 1999 NDBI 2011

Mix red-yellow Urban

Yellow Water body

Green Vegetation

Blue Open land/water-logged

Spatial Changes:

Increase in Urban area from 1999 to 2011

Increase in water-body from1999 to 2011

Decrease in vegetation from 1999 to 2011

NDBI

( Band5-Band4)/(Band5+Band4)

Note: It is seen that features are not precisely demarcated.

Hence NDVI is preferred.

Image Source:Landsat5

Janki Adhvaryu PT200614

Page 2: ndvi ndbi digital image processing

Normalized Difference Built-up Index HARIDWAR

NDBI 1999 NDBI 2011

Mix red-yellow Urban

Yellow Water body

Green Vegetation

Blue Open land/water-logged

Spatial Changes:

• Clear water is reduced while water-logged area

increased from1999 to 2011

• Dense vegetation decreased while effective

vegetation increase from 1999 to 2011

NDBI

( Band5-Band4)/(Band5+Band4)

Note: It is seen that features are not precisely demarcated.

Hence NDVI is preferred.

Image Source:Landsat5

Mayank Singh sakla PT200814

Page 3: ndvi ndbi digital image processing

Normalized Difference Vegetation Index UJJAIN

NDVI 1999 NDVI 2011

NDVI

( Band4-Band3)/(Band4+Band3)

Dense Vegetation

Effective Vegetation

Open/Barren land

Urban/Water-body

Image Source:Landsat5

Calculation:

Identity used= Pixel size*No.of

pixel/106 =Area in sq.kM

REGION 1999 2011 Change

in area

Urban/water

body

6534 3728 -5.6%

Open/Barren 23522 28490 10%

vegetation 4320 3288 -2%

Dense

vegetation

725 250 -0.9%

Pixel-size=30*30mt

Janki Adhvaryu

PT200614

Note: Water-body

decreased and Urban

increased

Area in sq.kM

Page 4: ndvi ndbi digital image processing

Normalized Difference Vegetation Index HARIDWAR

NDVI 1999 NDVI 2011

NDVI

( Band4-Band3)/(Band4+Band3)

Dense Vegetation

Effective Vegetation

Water-body

Image Source:Landsat5

Calculation:

Identity used= Pixel size*No.of

pixel/106 =Area in sq.kM

REGION 1999 2011 Change

in area

Dense

vegetation

7533 890 -13%

vegetation 7844 16390 16.3%

Urban/water

logged

34285 14350 -38.5%

Water-body 2130 20350 34%

Pixel-size=30*30mt

Urban/Water-logged

Mayank Singh Sakla

(PT200814)

Area in sq.kM

• Water-body,

urban increased

• Dense forest ,

water-logged

decreased