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Mapping of African Tulip with WorldView - 2 Image Data Litia Gaunavou Wolf Forstreuter

Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

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Page 1: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Mapping of African

Tulip

with WorldView-2

Image Data

Litia Gaunavou

Wolf Forstreuter

Page 2: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

African tulip

Spathodea campanulata

Page 3: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

History and Problem

• Imported as ornamental tree

• Grows in abandoned farms

• Grows in forest openings

• Competition to local species

• Very light wood not usable ?

• Not mapped in Fiji

Page 4: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Mapping Purpose

1. Indicator for forest degradation

2. Eltech Fiji Limited utilises the

timber for energy production

Page 5: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Flowering Season

August - November

Page 6: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

African Tulip Grows in Groups

Mapping scale 1:10,000 required

Page 7: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Natural Colour

Bands: 5,3,2 Enhanced

Page 8: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Absorption and Reflection of

Leaves

1 green light

2 blue light and

red light

3 near infrared

Page 9: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Bands: 7,5,3 Enhanced

Infra - Red

Page 10: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Image Capture

• July - November too short to get

cloud free images

• Spectral signature of leave

reflection must be investigated

Page 11: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

WorldView-2 Image

Normal view (Google Earth)

Page 12: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Landsat Image Data

Page 13: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

WorldView-2 Image

Natural colour combination enhanced

Page 14: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

WoldView-2 Image

False colour IR combination,

African tulip is visible

Page 15: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Target: Spectral Signatures

Page 16: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

-200

0

200

400

600

800

1000

1200

1400

1 2 3 4 5 6 7 8

W

a

v

e

l

e

n

g

t

h

s

WorldView 2 Bands

AfricanTulip

Forest

Spectral Signatures African Tulip & other Forest

WorldView-2 Bands

Re

fle

cta

nc

e

Page 17: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Classification of Test Areas

Data AfricanTul AfricanTul Forest1 Forest2 Forest3

AfricanTul 100.00 3.57 0.39 0.48 0.34

AfricanTul 0.00 85.71 1.52 1.83 2.90

Forest1 0.00 0.00 57.92 18.42 13.21

Forest2 0.00 7.14 23.60 60.91 17.73

Forest3 0.00 3.57 16.57 18.36 65.81

Page 18: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Summary

• Mapping of African tulip is

possible also outside the

flowering season

• Mapping requires image data for

1:10,000 scale

• Mapping requires image

enhancement not possible with

Google Earth screen dumps!

Page 19: Mapping of African Tulip with WorldView-2 Image Datastar.gsd.spc.int/.../170626_MappingAfricanTulip.pdfSummary •Mapping of African tulip is possible also outside the flowering season

Thanks …