Tsukuba presentation 20june2012
6/19/2012
Landscape Ecology
Structure (Patch, Matrix, Corridor)
Function (habitat)
Change due to
Lilik Budi Prasetyo
http://lbprastdp.staff.ipb.ac.id
[email protected]
disturbance &
Natural Process
Patch
TSUKUBA UNIVERSITY-JAPAN
18-21 June 2012
Matrix
MEGA DIVERSITY COUNTRY
Indonesia :
- 11 percent of the world's flowering plants (352 000 spc),
- 12 percent of the world's mammals (5 500 spc)
- 15 percent of all amphibians and reptiles (25 000 spc)
- 17 percent of all birds (10 000 spc)
- 37 percent of the world's fish (32 000 spc)
Endangered Species List of Indonesia
Taxonomic
Group
Plants
Birds
Reptiles
Fish
Mammals
Insects
Molluscs
Crustaceans
Noerdjito & Maryanto Nov. 2001
Number
110
390
48
8
131
19
12
9
Species receives extra protection from
a Presidential Decree (KepPres).
1.
2.
3.
4.
5.
6.
7.
8.
Javanese Gibbon (Hylobates moloch)
Sumatran Tiger (Phantera tigris sumatrae);
Orangutan (Pongo pygmaeus);
Javanese Eagle (Spizaetus bartelsi);
Anoa (Anoa depressicornis, Anoa quarlesi);
Babirusa (Babyrousa babyrussa);
Javanese Rhinoceros (Rhinoceros sondaicus);
Sumatran Rhinoceros (Dicerorhinus
sumatrensis);
9. Komodo Dragon (Varanus komodoensis);
10. Bird of Paradise (all species in the family
Paradiseidae);
11. Leaf Monkey (Presbytis potenziani);
Habitat Loss & Fragmentation
Impact on Species
a) Extinction forest specialist
species
b) Extinction of core/interior
species
c) Species isolation -> lead to
extinction
d) Increase edge species
e) Increase habitat generalist
species
Research Trends
Habitat loss & its driving force, species
conservation
Habitat Fragmentation & Corridor
Conservation
Species distribution within fragmented
remnant forest
Habitat Suitability
Second Habitat
1
6/19/2012
Balairaja Nature Reserve
Case 1 :
Habitat Loss , Driving Force & Species Conservation
Wildlife existence
Land Cover Change
1985-2004
Forest
Bush
Grassland
Settlement
Bareland
Oil Palm
Rubber
Upland
Water body
Road
River
2004
2000
1992
1989
1985
Elephant Distribution & Potential Conflict with community,
Lead to extinction
Case 2 : Small mammal distribution in Remnant Forest
Balairaja Nature reserve
Edge : under two different micro-climates (bare land & forest)
Core/Interior : core/interior part of remnant forest
LINE TRANSECT & TRAP POSITION
Concept of Edge Species
& Interior species
Edge
Interior
Edge
Core/Interior
Trap Position
Line Transect Direction
2
6/19/2012
Rattus tiomanicus
No Individu
Captured Species List
Transect
No
Species
I
II
III
IV
V
VI
VII
VIII
IX
X
XI
∑
1
S.muelleri
4
3
6
1
-
-
1
1
1
1
2
20
2
R.tiomanicus
2
1
-
3
2
2
-
-
-
2
3
15
T.glis
1
1
-
-
3
2
6
3
3
1
1
21
M.surifer
-
-
2
4
4
4
4
3
4
-
-
25
5
C.notatus
-
-
-
-
1
2
3
2
-
-
-
8
6
P.lowii
-
-
-
-
1
-
-
-
1
Total
7
5
10
14
10
8
4
6
90
8
8
10
Callosciurus notatus
No Individu
3
4
Distance from edge (m)
Tupaia glis
Distance from edge (m)
EDGE SPECIES
Case 3 :Habitat Suitability, Sumatran Tiger
Bukit Tiga puluh National Park
No Individu
DISTRIBUTION PATTERN :
Elevation
Slope
Distance from
River
NDVI
Maxomys surifer
Distance from edge (m)
No Individu
Sundamys muelleri
Low Suitable
Moderate Suitable
High Suitable
Distance from edge (m)
Conflict between Sumatra Tiger &
Community
Interior species
P
1
1 e ( 9,198 ( 0, 052*elv ) ( 0, 284 ) slp ) ( 0, 003*driv ) (14, 655*ndvi ))
Case 4 : Second Habitat
Sumatran Tiger Conservation
ZSL-Indonesia, PHKA & LIPI
Sumatran Tiger was captured
GPS collar was set up
After several months was released in
To new habitat (second habitat)
3
6/19/2012
Sumatran Tiger were spending more
time in secondary forest & forest edge
(border between forest non forest,
disturb forest)
Case 5. Fragmentation HALIMUN NATIONAL PARK 1989 - 2003
Lead to conflict with community
Lead to extinction due to
poaching/hunting
Release Point
1989 1990 1991 1992 1993 1994 1995 1996
1997 1998 2001 2003
Every one hour the GPS information was received
Javan Gibbon ((Hylobates moloch)
Distribution at Mt. Halimun Salak National
Park
UNGKO (Hylobates agilis F. Cuvier 1821)
Mt.Salak
Mt.Halimun
Corridor Fragmentation
Mt.Salak
Mt.Halimun
Case 6 : Habitat Suitability :
Macrocephalon maleo SAL. MULLER, 1846
Bogani Nani Wartabone
Land cover changes
1989 - 2008
a. Endemic to Sulawesi and
Buton Islands
b. Endangered (habitat
destruction, fragmentation,
small population, rapidly
decline)
c. lay their eggs in the
ground/sand and let the
warm soil do the
incubation
Timothy Boucher
4
6/19/2012
Distance from hot spring
Distance from river
Distance from river
Distance from settlement
Habitat Suitability : Macrocephalon maleo SAL. MULLER, 1846
Distance from river
Distance from hot spring
Distance from settlement
Distance from river
Case 7 : Forest Fragmentation & Amphibi
Matrix of Oil Palm
Suitability
Map
Legend
Probability
Remnant
forest
Study
Area
Case 8 : Habitat Suitability of Sago in
Seram Island
Remnant forest Core
Oil Palm Matrix
Corridor
Species Diversity
5
6/19/2012
Elevation
Habitat Suitability (PCA Method)
Model Approach
P = ax1 + bx2 + cx3 + dx4 + ex5
Slope
Note:
P: Suitable habitat index
a-e: weight
X1: elevation
X2: slope
Soil
Accuracy :
65,62%
X3: Soil type
X4: Distance from river
x5: NDVI.
High Suitable
Moderate Suitable
Low Suitable
Habitat Suitability (Logistic Regression Method)
Distance from river
�=
Vegetation index
�
( +
+�(
+
� +
� +
� +
Note:
P: Probabality of Suitable Habitat
a: Constant
b1-b5: Coeeeficient of regression
X1: elevation
� +
� +
� +
� +
� +
�5)
�5)
X2: Slope
X3: Soil Type
X4: Distence from river
x5: NDVI.
Accuracy :
82,81%
High Suitable
Moderate Suitable
Low Suitable
Summary
Habitat Loss & Fragmentation have been occurring,
Lead to species extinction
Remote Sensing & GIS is powerful tools :
understanding distribution of species, changes
process, structure & function of the landscape
Need further exploration
Thank you very much !
6
Landscape Ecology
Structure (Patch, Matrix, Corridor)
Function (habitat)
Change due to
Lilik Budi Prasetyo
http://lbprastdp.staff.ipb.ac.id
[email protected]
disturbance &
Natural Process
Patch
TSUKUBA UNIVERSITY-JAPAN
18-21 June 2012
Matrix
MEGA DIVERSITY COUNTRY
Indonesia :
- 11 percent of the world's flowering plants (352 000 spc),
- 12 percent of the world's mammals (5 500 spc)
- 15 percent of all amphibians and reptiles (25 000 spc)
- 17 percent of all birds (10 000 spc)
- 37 percent of the world's fish (32 000 spc)
Endangered Species List of Indonesia
Taxonomic
Group
Plants
Birds
Reptiles
Fish
Mammals
Insects
Molluscs
Crustaceans
Noerdjito & Maryanto Nov. 2001
Number
110
390
48
8
131
19
12
9
Species receives extra protection from
a Presidential Decree (KepPres).
1.
2.
3.
4.
5.
6.
7.
8.
Javanese Gibbon (Hylobates moloch)
Sumatran Tiger (Phantera tigris sumatrae);
Orangutan (Pongo pygmaeus);
Javanese Eagle (Spizaetus bartelsi);
Anoa (Anoa depressicornis, Anoa quarlesi);
Babirusa (Babyrousa babyrussa);
Javanese Rhinoceros (Rhinoceros sondaicus);
Sumatran Rhinoceros (Dicerorhinus
sumatrensis);
9. Komodo Dragon (Varanus komodoensis);
10. Bird of Paradise (all species in the family
Paradiseidae);
11. Leaf Monkey (Presbytis potenziani);
Habitat Loss & Fragmentation
Impact on Species
a) Extinction forest specialist
species
b) Extinction of core/interior
species
c) Species isolation -> lead to
extinction
d) Increase edge species
e) Increase habitat generalist
species
Research Trends
Habitat loss & its driving force, species
conservation
Habitat Fragmentation & Corridor
Conservation
Species distribution within fragmented
remnant forest
Habitat Suitability
Second Habitat
1
6/19/2012
Balairaja Nature Reserve
Case 1 :
Habitat Loss , Driving Force & Species Conservation
Wildlife existence
Land Cover Change
1985-2004
Forest
Bush
Grassland
Settlement
Bareland
Oil Palm
Rubber
Upland
Water body
Road
River
2004
2000
1992
1989
1985
Elephant Distribution & Potential Conflict with community,
Lead to extinction
Case 2 : Small mammal distribution in Remnant Forest
Balairaja Nature reserve
Edge : under two different micro-climates (bare land & forest)
Core/Interior : core/interior part of remnant forest
LINE TRANSECT & TRAP POSITION
Concept of Edge Species
& Interior species
Edge
Interior
Edge
Core/Interior
Trap Position
Line Transect Direction
2
6/19/2012
Rattus tiomanicus
No Individu
Captured Species List
Transect
No
Species
I
II
III
IV
V
VI
VII
VIII
IX
X
XI
∑
1
S.muelleri
4
3
6
1
-
-
1
1
1
1
2
20
2
R.tiomanicus
2
1
-
3
2
2
-
-
-
2
3
15
T.glis
1
1
-
-
3
2
6
3
3
1
1
21
M.surifer
-
-
2
4
4
4
4
3
4
-
-
25
5
C.notatus
-
-
-
-
1
2
3
2
-
-
-
8
6
P.lowii
-
-
-
-
1
-
-
-
1
Total
7
5
10
14
10
8
4
6
90
8
8
10
Callosciurus notatus
No Individu
3
4
Distance from edge (m)
Tupaia glis
Distance from edge (m)
EDGE SPECIES
Case 3 :Habitat Suitability, Sumatran Tiger
Bukit Tiga puluh National Park
No Individu
DISTRIBUTION PATTERN :
Elevation
Slope
Distance from
River
NDVI
Maxomys surifer
Distance from edge (m)
No Individu
Sundamys muelleri
Low Suitable
Moderate Suitable
High Suitable
Distance from edge (m)
Conflict between Sumatra Tiger &
Community
Interior species
P
1
1 e ( 9,198 ( 0, 052*elv ) ( 0, 284 ) slp ) ( 0, 003*driv ) (14, 655*ndvi ))
Case 4 : Second Habitat
Sumatran Tiger Conservation
ZSL-Indonesia, PHKA & LIPI
Sumatran Tiger was captured
GPS collar was set up
After several months was released in
To new habitat (second habitat)
3
6/19/2012
Sumatran Tiger were spending more
time in secondary forest & forest edge
(border between forest non forest,
disturb forest)
Case 5. Fragmentation HALIMUN NATIONAL PARK 1989 - 2003
Lead to conflict with community
Lead to extinction due to
poaching/hunting
Release Point
1989 1990 1991 1992 1993 1994 1995 1996
1997 1998 2001 2003
Every one hour the GPS information was received
Javan Gibbon ((Hylobates moloch)
Distribution at Mt. Halimun Salak National
Park
UNGKO (Hylobates agilis F. Cuvier 1821)
Mt.Salak
Mt.Halimun
Corridor Fragmentation
Mt.Salak
Mt.Halimun
Case 6 : Habitat Suitability :
Macrocephalon maleo SAL. MULLER, 1846
Bogani Nani Wartabone
Land cover changes
1989 - 2008
a. Endemic to Sulawesi and
Buton Islands
b. Endangered (habitat
destruction, fragmentation,
small population, rapidly
decline)
c. lay their eggs in the
ground/sand and let the
warm soil do the
incubation
Timothy Boucher
4
6/19/2012
Distance from hot spring
Distance from river
Distance from river
Distance from settlement
Habitat Suitability : Macrocephalon maleo SAL. MULLER, 1846
Distance from river
Distance from hot spring
Distance from settlement
Distance from river
Case 7 : Forest Fragmentation & Amphibi
Matrix of Oil Palm
Suitability
Map
Legend
Probability
Remnant
forest
Study
Area
Case 8 : Habitat Suitability of Sago in
Seram Island
Remnant forest Core
Oil Palm Matrix
Corridor
Species Diversity
5
6/19/2012
Elevation
Habitat Suitability (PCA Method)
Model Approach
P = ax1 + bx2 + cx3 + dx4 + ex5
Slope
Note:
P: Suitable habitat index
a-e: weight
X1: elevation
X2: slope
Soil
Accuracy :
65,62%
X3: Soil type
X4: Distance from river
x5: NDVI.
High Suitable
Moderate Suitable
Low Suitable
Habitat Suitability (Logistic Regression Method)
Distance from river
�=
Vegetation index
�
( +
+�(
+
� +
� +
� +
Note:
P: Probabality of Suitable Habitat
a: Constant
b1-b5: Coeeeficient of regression
X1: elevation
� +
� +
� +
� +
� +
�5)
�5)
X2: Slope
X3: Soil Type
X4: Distence from river
x5: NDVI.
Accuracy :
82,81%
High Suitable
Moderate Suitable
Low Suitable
Summary
Habitat Loss & Fragmentation have been occurring,
Lead to species extinction
Remote Sensing & GIS is powerful tools :
understanding distribution of species, changes
process, structure & function of the landscape
Need further exploration
Thank you very much !
6