FRIM-NIES-UPM Joint research project on tropical forest ecology and biodiversity Project progress presentation (seminar) & the 20th Steering Committee Meeting, Tsukuba 24 -25 September 2010
12/18/2011
Introduction
Underlying Cause of Deforestation
in Mount of Halimun Salak National Park,
West Java Indonesia
Lilik Budi Prasetyo, Haryanto Yatab
Harjanto, Yudi Setiawan, Perman, Tri Permadi
Supported by:
Department of Forestry, Indonesia
Japan International Cooperation Agency
FRIM-NIES-UPM Joint research project on tropical forest ecology and biodiversity
Project progress presentation (seminar) & the 20th Steering Committee Meeting
Tsukuba 24 -25 September 2010
Java :
Total population : 127 millions, 54% of Indonesia population (234 millions)
Population density : 915 inhabitants / Sq.km,
Deforestation in Java Island during 2000 – 2005 : 800 thousands ha
Deforestation model (Prasetyo,2010)
Logistic Regression Model using village
level social economy data & Physical
condition data.
Deforestation occurred in mountainous
areas (mostly protected areas).
Unfortunately, the available spatial
variables of model cannot fully explain
the deforestation process.
Area :
1992 : 40 000 ha
2003 : 113 357 ha
Study Site
Objectives
1. Look for appropriate data processing for
longterm land use-land cover change in
mountainous/hilly areas (1989-2008) (Prasetyo,
Yudi, Permana)
2. Investigate underlying cause of deforestation
within period of 1989 – 2004 (Yatab, Harjanto &
Prasetyo)
1990
1991
1992
1993
1994
1995
1997
1989
1
12/18/2011
Research Flow
LANDSAT Imagery
1989 - 2004
1998
1999
1). Geometric correction
2). Normalize/Radiometric
(Relative Radiometric Normalization)
(Pseudo Invariant set)
3). Topographic correction
(Minnaert constant)
4). Subset to boundary
2001
LANDSAT 1990 – 2004
Normalized (Corrected)
2003
Select Training Area
2004
Supervised Classification
(Maximum Likelihood Method)
Pre-Processing
Processing
Accuracy
Assessment
Ground Truth
Land Use/
Land Cover Maps
RESULT : Topographic correction (Minnaert)
After
1990
Before
1989
1991
2
12/18/2011
1992
1993
1994
1995
1996
1997
3
12/18/2011
1998
2001
2003
2007
DEFORESTATION 1989 - 2003
2008
4
12/18/2011
DEFORESTATION PROCESS
DEFORESTATION BASED ON VILLAGE
DESA MALASARI
DESA CIUSUL
DESA CITOREK
DESA CISARUA
DESA
DESA LEBAKSITU
DESA SIRNARESMI
DESA SIRNARASA
DESA CIPEUTEUY
DESA CISUNGSANG
DESA KIARASARI
DESA SIRNAGALIH
0.00
1000.00
2000.00
3000.00
4000.00
5000.00
6000.00
7000.00
LUAS (Ha)
1989
1991
1992
1993
1994
1995
1997
1998
2001
1003
2004
Villages Sample Selection
DESA CIHAMERANG
Sample selection based on :
DESA PURWABAKTI
DESA SITUMULYA
2004
DESA CIKIRAY
a. Traditional & Non Traditional
b. Enclave & non Enclave
1003
2001
1998
Luas (Ha)
1990
DESA CIPARAY
1997
Interview/Questioner /secondary
data:
1995
1994
DESA CICADAS
1993
1992
1991
1990
DESA MEKARJAYA
1989
DESA KUJANGSARI
a. Demography
b. Economic Activity
c. Relation with forest
resources
d. Welfare (income, agric.land
ownership etc)
DESA MAJASARI
DESA
BANTARKARET
0.00
500.00
1000.00
1500.00
2000.00
2500.00
Statistical Analysis : Regression
Dependent variables : Deforestation,
Independent variables : Secondary data & interview
DESA
Conclusion
• Topographic correction is applicable for low to medium
slope, but over corrected for steep slope.
• Significance Factor contributed to deforestation :
population density, population growth, land ownership
size, settlement and agricultural expansion.
• In case of non traditional villages & non-enclave,
deforestation was influenced by :
– Population growth rate, land owbership size.
Population density, settlement expansion
• In case of traditional dan non-enclave village :
Deforestation was influenced by expansion of settlement
5
Introduction
Underlying Cause of Deforestation
in Mount of Halimun Salak National Park,
West Java Indonesia
Lilik Budi Prasetyo, Haryanto Yatab
Harjanto, Yudi Setiawan, Perman, Tri Permadi
Supported by:
Department of Forestry, Indonesia
Japan International Cooperation Agency
FRIM-NIES-UPM Joint research project on tropical forest ecology and biodiversity
Project progress presentation (seminar) & the 20th Steering Committee Meeting
Tsukuba 24 -25 September 2010
Java :
Total population : 127 millions, 54% of Indonesia population (234 millions)
Population density : 915 inhabitants / Sq.km,
Deforestation in Java Island during 2000 – 2005 : 800 thousands ha
Deforestation model (Prasetyo,2010)
Logistic Regression Model using village
level social economy data & Physical
condition data.
Deforestation occurred in mountainous
areas (mostly protected areas).
Unfortunately, the available spatial
variables of model cannot fully explain
the deforestation process.
Area :
1992 : 40 000 ha
2003 : 113 357 ha
Study Site
Objectives
1. Look for appropriate data processing for
longterm land use-land cover change in
mountainous/hilly areas (1989-2008) (Prasetyo,
Yudi, Permana)
2. Investigate underlying cause of deforestation
within period of 1989 – 2004 (Yatab, Harjanto &
Prasetyo)
1990
1991
1992
1993
1994
1995
1997
1989
1
12/18/2011
Research Flow
LANDSAT Imagery
1989 - 2004
1998
1999
1). Geometric correction
2). Normalize/Radiometric
(Relative Radiometric Normalization)
(Pseudo Invariant set)
3). Topographic correction
(Minnaert constant)
4). Subset to boundary
2001
LANDSAT 1990 – 2004
Normalized (Corrected)
2003
Select Training Area
2004
Supervised Classification
(Maximum Likelihood Method)
Pre-Processing
Processing
Accuracy
Assessment
Ground Truth
Land Use/
Land Cover Maps
RESULT : Topographic correction (Minnaert)
After
1990
Before
1989
1991
2
12/18/2011
1992
1993
1994
1995
1996
1997
3
12/18/2011
1998
2001
2003
2007
DEFORESTATION 1989 - 2003
2008
4
12/18/2011
DEFORESTATION PROCESS
DEFORESTATION BASED ON VILLAGE
DESA MALASARI
DESA CIUSUL
DESA CITOREK
DESA CISARUA
DESA
DESA LEBAKSITU
DESA SIRNARESMI
DESA SIRNARASA
DESA CIPEUTEUY
DESA CISUNGSANG
DESA KIARASARI
DESA SIRNAGALIH
0.00
1000.00
2000.00
3000.00
4000.00
5000.00
6000.00
7000.00
LUAS (Ha)
1989
1991
1992
1993
1994
1995
1997
1998
2001
1003
2004
Villages Sample Selection
DESA CIHAMERANG
Sample selection based on :
DESA PURWABAKTI
DESA SITUMULYA
2004
DESA CIKIRAY
a. Traditional & Non Traditional
b. Enclave & non Enclave
1003
2001
1998
Luas (Ha)
1990
DESA CIPARAY
1997
Interview/Questioner /secondary
data:
1995
1994
DESA CICADAS
1993
1992
1991
1990
DESA MEKARJAYA
1989
DESA KUJANGSARI
a. Demography
b. Economic Activity
c. Relation with forest
resources
d. Welfare (income, agric.land
ownership etc)
DESA MAJASARI
DESA
BANTARKARET
0.00
500.00
1000.00
1500.00
2000.00
2500.00
Statistical Analysis : Regression
Dependent variables : Deforestation,
Independent variables : Secondary data & interview
DESA
Conclusion
• Topographic correction is applicable for low to medium
slope, but over corrected for steep slope.
• Significance Factor contributed to deforestation :
population density, population growth, land ownership
size, settlement and agricultural expansion.
• In case of non traditional villages & non-enclave,
deforestation was influenced by :
– Population growth rate, land owbership size.
Population density, settlement expansion
• In case of traditional dan non-enclave village :
Deforestation was influenced by expansion of settlement
5