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Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

Urban Sprawl Effects on Settlement Areas in Urban Fringe of
Jakarta Metropolitan Area
1.

Janthy Trilusianthy Hidajat1* Santun R P Sitorus2 Ernan Rustiadi2 Machfud2
Doctoral Program Student of Natural Resources and Environment Management Program, Graduate
School, Bogor Agricultural University, Bogor, Indonesia
2. Graduate School, Bogor Agricultural University, IPB Campus Darmaga, Bogor, Indonesia
* E-mail of the corresponding author: janthy_sis@yahoo.co.id

Abstract
The growth of Jakarta Metropolitan Area, physically marked by rapid growth in urban fringe area, which is
forming a settlement areas where its growth tend to be widespread and dispersed randomly as well getting out of
control (urban sprawl phenomenon). Urban fringe area is a transitional zone which in the urban pressures process
that resulted in the degradation of environmental and institutional fragmentation so it's growth process lead to
unsustainability. The aims of this study were to identify of urban sprawl effect by analizing growth of
settlement areas and analizing sustainability status of settlement areas also determining the obstacle element of
institutional fragmentation in urban fringe settlement management. Analysis were done by using GIS technique,
Multi Dimentional Scalling (MDS) and Interpretative Structural Modelling (ISM). The result showed that the
growth trends increasing every year with an acceleration of 2.35 and a sprawl index of 7,21. The sustainability
status of settlement area were less sustainable with an sustainability index of 41,46. The main obstacle element
were weak coordination among institutions involved in the management to address the rapid growth in
settlement areas and absence of zoning regulations as instruments for controlling the growth of the settlement
area.
Keywords: Jakarta Metropolitan Area, settlement areas, urban fringe, urban sprawl
1. Introduction
Urban growth in Indonesia especially in Jakarta Metropolitan Area, physically marked by rapid growth in urban
fringe areas (Firman 2003). This situation led to a shift in the function of urbanity to the outskirts that became
widespread and dispersed randomly also getting out of control, it was the phenomenon of urban sprawl (Rustiadi
2000). Urban sprawl phenomenon occurs in all the metropolitan cities around the world (Webster 2002). The
impact of this phenomenon is very detrimental but most of the country is difficult to control. Based on the results
of studies (Daniels 1999, Rustiadi 2003,Winarso and Kombaitan 2001, Firman 2003, Galent 2004) were known
that the cause of this growth was emergence of new settlements where to accommodate population growth,
development residential, industrial and commercial activities.
The growth of settlements in Jakarta Metropolitan Areas, especially urban fringe area would still continue in the
future (Firman 2003) that was because trends metropolitan population growth still high. Urban fringe area in the
metropolitan systems was still an attractive area to be a place to live where of land prices are relatively cheap
than land prices in the city and location is still within reasonable distances for roundtrip (Winarso and
Kombaitan 2001), also urban fringe population activity was experiencing an increase (Soegijoko 2010).
Due to the phenomenon of urban sprawl, caused settlement area in urban fringe growing spill over became
inefficiency and wastefulness in land use. This condition can be seen from land-use and land-cover change of
built up areas (Ariefin 2012). This situation caused a negative impact on the environment (Soegijoko 2010), so
that the process of development of settlement area on urban fringe leading to unsustainability and occured
institutional fragmentation (Hudalah et al 2010). In these conditions it becomes important to question the effect
of the phenomenon of urban sprawl on sustainable development process of settlement areas on urban fringe,
whether environmental, social, economic and institutional dimensions.
The aims of this study were to identify of urban sprawl effect by analizing growth of settlement areas and
analizing sustainability status of settlement areas also determining the obstacle element of institutional
fragmentation in development urban fringe settlement management.
2. Methodology
2.1 Research Location
The Study was conducted in the urban fringe on Jakarta Metropolitan Area, by consideration : a) the occurrence
of the urban sprawl phenomenon is the most rapidly along the main transport corridor is the area around the tol
road Jakarta - Bogor with a distance of 15 km to 30 km from the city center (Zain 2000, JICA 2003, Hidajat
2004), b) urban fringe area that includes several administartive districts/cities that contiguous district are
kecamatan Gunung Putri Bogor District, kecamatan Cimanggis and kecamatan Tapos Depok City and kecamatan

172
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

Jati Sempurna Bekasi City (Figure 1).

Figure 1. Study Area
2.2 Methods
Methods use through analyzes of Landsat TM Imagery coverage of 1982, 1992, 200, 2005 and 2010 which is
based on Geographic Information System (GIS) software. Analysis of consistensi between land cover settlement
(built up area) with spatial planning is done through the process of overlaying the land cover map of settlements
in year 2010 under the guidance of spatial plan (RTRW). Analyzes trend growth rate of the settlement area using
regression analysis and calculation of index sprawl values periode 2005 – 2010.
Index Sprawl = % growth of built up areas
% growth of population
Analyzes the sustainability status using a multi-disiplinary rapid assessment method is Multi Dimensional
Scaling (MDS) with software Rap-fish (Fauzy and Anna 2005) were modified to Rap-urbanfringesett.
Sustainability status in this study were analyzed with the four dimensions of sustainability namely ecological,
social, economic and institutional. Sustainability analysis conducted through three stages :
1) Attributes determination for sustainable settlement management criteria, which includes dimensions of
environmental, economic, social and institutional.
2) The valuation of each attribute in an ordinal scale based on sustainability criteria for each dimension. The
scoring is based on the result of questioneres in accordance with the stipulated requirement. The scores
ranged from 1 – 4, which is interpreted from strongly disagree (poor) to strongly agree (good).
3) Results of the scoring was analyzed using Rap-Urbanfringesett program to determine the position of the
sustainability status in each of these dimensions (see Table 1).
Table 1. Sustainability Index and Status
Index
Category
0,00 – 25,00
Poor (not sustainable)
25,01 – 50,00
Less (less sustainable)
50,01 – 75,00
Fair (fairly sustainable)
75,01 – 100,00
Good (Sustainable)
Leverage analysis is used to determine the sensitive attributes which are very influential in improving the status
of sustainable development of urban fringe settlement. The determination sensitive attributes is based on the
priority of analysis leverage result that taking into account of the changes the root mean square (RMS) ordination
on the X axis. The greater the change in RMS value, the greater the role of these attributes in increasing the
sustainability status of urban fringe settlement.
Interpretive Structural Modeling (ISM) used to develop several types of structures, including the influence of the
structure (for example: support or negligence), the priority structure (for example: more important than or
reverse previous study) and categories of ideas (for example: included in the same category as ). ISM analyze the
elements of the system and solve them in graphical form direct relationships between elements and levels of
hierarchy.
3. Result and Discussion
The growth of settlement area (built up area) were approached with land cover change analyzes in study area
year 1982, 1992, 2000, 2005 and 2010. The results of analysis are presented in Figure 2. and Table 2.

173
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

Figure 2. Dynamics of Settlement Area (Land Cover Change of Built up Area) Year 1982-2010
Table 2. Percentage of Settlement Area (Built up Area) in Year 1982-2010
Built up area (%)
Year
Depok Gunung Putri Jati Sampurna
Study Area
1982
3,45
3,57
1,94
3,26
1992
11,99
6,24
6,02
8,49
2000
38,36
35,49
27,06
35,26
2005
53,29
48,49
38,44
48,76
2010
72,21
63,21
68,14
67,59
In years 1982-2000 settlement area (built up area) in study area had been fragmented according to the easy of
accessibility. In this decade, the development of lower-middle-class housing is done on a small scale is
particularly the case in the kecamatan Cimanggis. Jakarta urban fringe has been became of choice due of the land
is still relatively cheap and can take advantage of the infrastructure and existing utilities. Housing development
created because there is a relatively near from new city (Depok). The establishment of a new city (Depok) were
then led to a lot of new settlement in the small and large scale in urban fringe. Settlement is in small scale and
stand alone, although unrelated side causing inefficiencies in the provision of facilities and utilities by
government. In this period study area dominated by the construction of residential housing built independently
(non real estate).
In the years 2000-2005, built up area in kecamatan Cimanggis and Tapos have joined, fused and formed new
growth that spreads irregularly thus become inefficient land use. Further in kecamatan Gunung Putri and Jaka
Sampurna, built up area grew along the main road. This condition happens to be larger and rapidly due to be
triggered by the rapid development of large and medium-scale housing by the private developers were not
integrated. The change agricultural land into built-up areas in the study area very rapidly triggered by land prices
are cheap and there is a change and diversification of activities of urban people who live and came to the study
area that led to the rapidly development of trading and services activities also industries activities that require
land.
In the years 2005-2010, land use in study area were a mixed land use that dominated by conditions and activities
urban as a settlement area with high density housing characteristics, commercial, services activities and
industry. The growth of settlement development increased because existing access to the city core and
planned regional infrastructure development such as highways and arterial roads relatively good. This condition
makes the growth of settlements through the administrative boundaries.

174
Built up area (%)

Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

80

www.iiste.org

y = 2,3578x - 4677,7

60
40
20
0
-201980

1990

2000

2010

2020

Year
Figure 3. The Trend of Built up Area (Settlement Area) in Study Area
Based on the result of the regression equation (Figure 3.), the trend of growth of settlement area (built up area) in
the study area increased each year with an acceleration of 2.35 %. If within a period of 20 years this condition
continues, the study area is dominated by the built up area has a negative impact on the environment.
Sprawl index values in year 2005-2010 at the study area was 7.21 means that during year 2005 to 2010 the
growth built up area (settlement area) is dominant compared to the population growth. The growth built up area
exceeding population growth by changing the green area through the rapid development of new housing on a
large scale and was followed by a decrease in the average number of family members per household, as well as
an increase in activity due to changes in population and diversification of urban activities such as the
development of commercial, facilities, utilities and industry.
Integration between the growth of built up area with spatial planning (RTRW) by overlayed was obtained the
proportion of built up area in year 2010 inconsistent by referrals in the spatial planning (RTRW) that was an
area has been a deviation because this area should be referred as an non built up area. (see Figure 4.)

Figure 4. Integration Between Spatial Planning with Settlement (Built up) Area Year 2010
Table 3. Integration between Land Cover with Spatial Planning
Land Cover at Study Area Year 2010 (%)
Spatial Planning
Built up area Non Built up area Total
RTR
RTRW Depok
Built up area
64,98
19,14
72,23
Non Built up area
20,12
7,65
27,77
Total
72,21
26,79
100
RTRW Kab. Bogor
Built up area
63,37
35,92
99,29
Non Built up area
0,35
0,36
0,71
Total
63,72
36,28
100
RTRW Kota Bekasi
Built upa area
55,58
11,24
66,82
Non Built up area
12,58
20,6
33,18
Total
68,16
31,84
100
175
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

Figure 4. and Table 3. discribe that kecamatan Cimanggis and Tapos (Depok) had a high enough proportion
inconsistents area of 20.12%, kecamatan Jati Sampurna has a proportion inconsistens area of 12.58%, while
kecamatan Gunung Putri has a very small proportion inconsistents area of 0.35%. This indicates that the effects
of the phenomenon of urban sprawl causes uncontrolled growth of built up area.
The attribute sustainability status in order to know the status of the sustainability of settlements in the study area
as a effect of the urban sprawl phenomenon obtained 37 attributes consisting of 10 attributes ecological
dimension, 10 attributes social dimension, 9 attributes economic dimension and 8 attributes institutional
dimension .

Figure 5. Sustainability Status Index
Figure 5. show that the result of sustainability status analysis for four dimensions in study area. The ecological
dimensions is sustainability index value of 32.97. It is the category of less sustainable due to 4 attributes bad
score are the growth rate of built up area, drainage condition, solid waste management, the availability of green
space, and 6 attributes moderate score are population density in settlements, building density, built up area,
environmental sanitation, water supply, accessibility conditions.
Sustainability status of social dimension is sustainability index value of 64.3. It is fairly sustainable category due
4 attributes resulting score a good are of security, service level health facilities, education and social; 4 attribute
moderate scores are the social conflict, community participation in waste management, public perception of the
environment and the level of community development in the field of environment; 2 attribute bad score are the
rate of population growth and the level of education of the population.
Sustainability status of economic dimensions is sustainability index value of 54. It is fairly sustainable catagory,
which caused 3 attributes good scores are availibity of public transport, access to activity centers and the
economic value of land; 5 attributes moderate scores are the economic value of land, increased revenue, network
infrastructure, developed land area, population and trade services the number, and 1 attribute bad score is the
number of population in the agricultural sector.
Sustainability status of institutional dimensions is sustainability index value of 44.15. This included the category
of less sustainable due to a bad score 3 attributes that cooperation between local goverments, the availability of
detailed plans, the availability of zoning regulations; 4 attribute moderate scores are the coordination of
environmental, coordination of infrastructure, the implementation of sanctions and the availability of licensing
mechanisms; 1 attribute good score which has the availability of spatial analysis hukum. Overall result of 41.46
multidimensional index of sustainability including sustainable low category. This is due to the low value of 4
dimensions of sustainability index that assessed

176
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

Environmental

Institutions

80
60
40
20
0

Economic

Social
Figure 6. Kite Diagram
Kite diagram (Figure 6) illustrates the comparison of sustainability index values between the environmental,
economic, social and institutional dimensions.

Coordination

Leverage of Attributes

5,26

Sanctions
2,89

6,57

Zonning regulation

7,80

Detail planning

9,82

RTRW (spatial planning)
3,61

Land for development

6,44

Accesibility

5,84

Public transport

Attributes

Criminality

3,53
3,69

Social conflict

4,51

Social facilities

4,90

Education facilities

4,50

Health Facilities
Garbage management

2,87

Green open space

2,75

Avaibility of clean water
Sanitation condition
Drainage condition
Growth of built up area
Built up area

3,10
3,63
3,62
3,37
3,67
0
2
4
6
8
10
12
Root Mean Square Change in Ordination when Selected Attribute Removed
(on Sustainability scale 0 to 100)

Figure 7. RMS Value of The Multidimensional Attributes
Figure 7 show that the leverage analysis of multidimensional attribute that is a combination of sensitive
attributes of the four dimensions of sustainability. These attributes are very influential in improving the status of
sustainable development of urban fringe settlement.
Obtained 20 (twenty) attributes as attributes of the levers in improving the status of suatinabillity of the study
areas that need intervention. Four attributes need to be reduced or controlled intensity activities (growth of built
up area, built up area, social conflict and criminality), 8 attributes need to be improved intensity activities
(drainage, sanitation, water supply, green open space, garbage management, health care facilities, educational
facilities and social facilities), 2 attributes must be promptly prepared and made (zoning regulations and a
detailed plan of the area) and 6 attributes need to be controlled in the implementation and development activities
must be planned carefully (availability of public transportation, accessibility to city centers, spatial planning,
coordination, land development and the application of sanctions in violation spatial).
Analysis results of the Interpretive Structural Modeling (ISM) indicate that there are obstacles element to
improve institutional fragmentation of urban fringe settlement management. The elements will be elaborated

177
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

further towards various sub-elements. Classification sub-element refers to the results of Reachability Matrix
(RM) which has fulfilled transitivity rules are classified into four sectors, namely:
1) Sector I : weak drive-weak dependent variables (Autonomous). Sub-elements are included in this sector are
generally less concerned with the system.
2) Sector II : weak drive-strongly dependent variables (Dependent). Generally sub-elements are included in
this sector are sub-elements that are not free.
3) Sector III : strong driver-strongly dependent variables (Linkage), must be carefully considered because of
the relationship between variables that not stable and can have an impact on other variables and feedback
effects can magnify the impact.
4) Sector IV : strong driver - weak dependent variables (Independent) is a sub-element called free variables.

Figure 8. Constrain Elements Classification and Hierarchi Relationship
There are two sub-elements with the highest value of the driving forces that a key element of the obstacles
encountered in the management of settlement areas in the study area are coordination among the institutions
involved in the development and management of settlement areas are still weak (6) and zoning regulations as a
means of control does not exist (8). They are located in sector IV (independent), which has the highest value and
the value of driving a low dependency. This means that if coordination in the management of settlements and
improved operational technical guidance in the form of zoning regulation is available, then this will be a driver
of positive (increasing) the quality of the sub-elements located in sector III (linkage) and sector II (independent).
The contectual relationship and hierarchi level of obstacles in the management of urban fringe settlements is
presented at Figure 8. The hierarchi structure indicate that obstacles encountered will be solved step by step in
accordance with the hierarchy . The development of unplanned settlements (2) is located at the lowest position
or level 1. This indicates that the sub-elements is the most influenced and moved by other driving powers from
other sub-elements, which are located at the higher levels. If it is considered the driving power and the
dependency level, sub-element at level 1 together with the sub-element at level 2, have low driving power and
strong influenced by the sub-elements at level 3 and 4. While the sub-element at level 4 is the most influential
for improvement of the management urban fringe settlement areas in the study area. This means that by
increasing co-ordination that is supported by the availability of detailed plans in the form of technical and
operational guidance it will be able to overcome the obstacles that exist at other hierarchy.
5. Conclusion and Recomendation
5.1 Conclusion
The research demonstrates that urban sprawl has impacted negatively on sustainability development in study
area. Rapid growth of settlement area have acceleration and magnitude of 2.36 per year and 7.21 sprawl index
made the status of multi-dimensional sustainability in study area is less sustainable. The growth of settlement
area in study area is dominant compared to the population growth in study area, this occurs because of the
increased activity of the population that is changes and diversification of urban activities such as the
development of trade, facilities, utilities and industry. Also The growth exceeding population growth by
changing the green area through the rapid development of new housing on a large scale and was followed by a
decrease in the average number of family members per household, The high percentage of built-up area that is
inconsistent with the spatial planning (Rencana Tata Ruang Wilayah - RTRW) showed uncontrolled
development.
The research indicate that there are 20 (twenty) attributes levers need to be intervention in order to improve the

178
Journal of Environment and Earth Science
ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online)
Vol. 3, No.12, 2013

www.iiste.org

sustainability of the status at the study area and a key element of the obstacles encountered in the management of
settlement areas in the study area are coordination among the institutions involved in the development and
management of settlement areas are still weak and zoning regulations as a means of control does not exist.
5.2 Recomendation
Environmental conditions in the study area are diminishing due to rapid physical growth require immediate
implementation of spatial planning in an integrated, holistic and integrated administration by encouraging interregional cooperation mechanisms among local governments in study area.
References
Arifien, Y. (2012), “Pola Transformasi Spasial dalam Penataan Ruang Kawasan Jabodetabek”, Doctoral
Dissertation, Graduate School of Bogor Agricultural University, Bogor, Indonesia.
Daniels, T. (1999), “When City and Country Collide: Managing Growth in Metropolitan Fringe”, Island Press,
Washington DC.
Fauzy, A. & Anna, S. (2005), “Pemodelan Sumberdaya Perikanan dan Kelautan untuk Analisis Kebijakan”,
Jakarta, PT Gramedia Utama.
Firman. T. (2003), “The Spatial Pattern of Population Growth in Java, 1990-2001: Continuity and Change in
Extended Metropolitan Region Formation”. IDPR 25(1), 185-193.
Gallent, N. (2006), “The Rural-Urban Fringe: A New Priority for Planning Policy?”.Planning, Practice &
Research. 21(3), 383-393.
Hudalah, D., Winarso, H. and Woltjer, J. (2010), “Peri-urbanisation in East Asia: A new challenge for
planning?”. International Development Planning Review. 29(4), 503-519.
Hidajat, J. T. (2004), “Kajian Gejala Urban Sprawl di Tiga Koridor Utama Pinggiran Kota Wilayah
Jabodetabek”, Master Thesis, Graduate School of Bogor Agricultural University, Bogor, Indonesia.
[JICA] Japan International Cooperation Agency. (2003), “Person Trip Characteristics Based on Person Trip
Survey in Jabodetabek”, Technical Report, The Studi on Integrated Transportation Master Plan for
Jabodetabek.
Rustiadi, E. (2000), “A Study of Spatial Pattern of Suburbanization Process: A Case Study in Jakarta Suburban”,
Paper presented on IGU-LUCC Pre-Congress Meeting. 3 October 2000, Tsukuba. Japan.
Soegijoko, B.T. (2010), “Kebijakan Penataan Ruang dan Pembangunan Perkotaan Berwawasan Lingkungan”,
Info URDI (Urban and Regional Development Institute), 28, 10-15. Jakarta.
Webster, D. (2002), “On the Edge: Shaping the Future of Peri-urban East Asia”, Stanford, Stanford University.
Winarso, H. and Kombaitan, B. (2001), “The Large Scale Residential Land Development Process in Indonesia:
The Case of Jabodetabek”, Paper presented on World Planning School Congres, 5 Juli 2001, Shanghai,
China.
Zain, A.F. M. (2000),”Distribution, Structure and Function of urban Green Space in South Asian Mega-Cities
with Special Reference to Jakarta Metropolitan Region (JABODETABEK)”, Doctoral Dissertation, The
University of Tokyo, Japan.

179
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Urban sprawl effects on settlement areas in urban fringe of jakarta metropolitan area

  • 1. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org Urban Sprawl Effects on Settlement Areas in Urban Fringe of Jakarta Metropolitan Area 1. Janthy Trilusianthy Hidajat1* Santun R P Sitorus2 Ernan Rustiadi2 Machfud2 Doctoral Program Student of Natural Resources and Environment Management Program, Graduate School, Bogor Agricultural University, Bogor, Indonesia 2. Graduate School, Bogor Agricultural University, IPB Campus Darmaga, Bogor, Indonesia * E-mail of the corresponding author: janthy_sis@yahoo.co.id Abstract The growth of Jakarta Metropolitan Area, physically marked by rapid growth in urban fringe area, which is forming a settlement areas where its growth tend to be widespread and dispersed randomly as well getting out of control (urban sprawl phenomenon). Urban fringe area is a transitional zone which in the urban pressures process that resulted in the degradation of environmental and institutional fragmentation so it's growth process lead to unsustainability. The aims of this study were to identify of urban sprawl effect by analizing growth of settlement areas and analizing sustainability status of settlement areas also determining the obstacle element of institutional fragmentation in urban fringe settlement management. Analysis were done by using GIS technique, Multi Dimentional Scalling (MDS) and Interpretative Structural Modelling (ISM). The result showed that the growth trends increasing every year with an acceleration of 2.35 and a sprawl index of 7,21. The sustainability status of settlement area were less sustainable with an sustainability index of 41,46. The main obstacle element were weak coordination among institutions involved in the management to address the rapid growth in settlement areas and absence of zoning regulations as instruments for controlling the growth of the settlement area. Keywords: Jakarta Metropolitan Area, settlement areas, urban fringe, urban sprawl 1. Introduction Urban growth in Indonesia especially in Jakarta Metropolitan Area, physically marked by rapid growth in urban fringe areas (Firman 2003). This situation led to a shift in the function of urbanity to the outskirts that became widespread and dispersed randomly also getting out of control, it was the phenomenon of urban sprawl (Rustiadi 2000). Urban sprawl phenomenon occurs in all the metropolitan cities around the world (Webster 2002). The impact of this phenomenon is very detrimental but most of the country is difficult to control. Based on the results of studies (Daniels 1999, Rustiadi 2003,Winarso and Kombaitan 2001, Firman 2003, Galent 2004) were known that the cause of this growth was emergence of new settlements where to accommodate population growth, development residential, industrial and commercial activities. The growth of settlements in Jakarta Metropolitan Areas, especially urban fringe area would still continue in the future (Firman 2003) that was because trends metropolitan population growth still high. Urban fringe area in the metropolitan systems was still an attractive area to be a place to live where of land prices are relatively cheap than land prices in the city and location is still within reasonable distances for roundtrip (Winarso and Kombaitan 2001), also urban fringe population activity was experiencing an increase (Soegijoko 2010). Due to the phenomenon of urban sprawl, caused settlement area in urban fringe growing spill over became inefficiency and wastefulness in land use. This condition can be seen from land-use and land-cover change of built up areas (Ariefin 2012). This situation caused a negative impact on the environment (Soegijoko 2010), so that the process of development of settlement area on urban fringe leading to unsustainability and occured institutional fragmentation (Hudalah et al 2010). In these conditions it becomes important to question the effect of the phenomenon of urban sprawl on sustainable development process of settlement areas on urban fringe, whether environmental, social, economic and institutional dimensions. The aims of this study were to identify of urban sprawl effect by analizing growth of settlement areas and analizing sustainability status of settlement areas also determining the obstacle element of institutional fragmentation in development urban fringe settlement management. 2. Methodology 2.1 Research Location The Study was conducted in the urban fringe on Jakarta Metropolitan Area, by consideration : a) the occurrence of the urban sprawl phenomenon is the most rapidly along the main transport corridor is the area around the tol road Jakarta - Bogor with a distance of 15 km to 30 km from the city center (Zain 2000, JICA 2003, Hidajat 2004), b) urban fringe area that includes several administartive districts/cities that contiguous district are kecamatan Gunung Putri Bogor District, kecamatan Cimanggis and kecamatan Tapos Depok City and kecamatan 172
  • 2. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org Jati Sempurna Bekasi City (Figure 1). Figure 1. Study Area 2.2 Methods Methods use through analyzes of Landsat TM Imagery coverage of 1982, 1992, 200, 2005 and 2010 which is based on Geographic Information System (GIS) software. Analysis of consistensi between land cover settlement (built up area) with spatial planning is done through the process of overlaying the land cover map of settlements in year 2010 under the guidance of spatial plan (RTRW). Analyzes trend growth rate of the settlement area using regression analysis and calculation of index sprawl values periode 2005 – 2010. Index Sprawl = % growth of built up areas % growth of population Analyzes the sustainability status using a multi-disiplinary rapid assessment method is Multi Dimensional Scaling (MDS) with software Rap-fish (Fauzy and Anna 2005) were modified to Rap-urbanfringesett. Sustainability status in this study were analyzed with the four dimensions of sustainability namely ecological, social, economic and institutional. Sustainability analysis conducted through three stages : 1) Attributes determination for sustainable settlement management criteria, which includes dimensions of environmental, economic, social and institutional. 2) The valuation of each attribute in an ordinal scale based on sustainability criteria for each dimension. The scoring is based on the result of questioneres in accordance with the stipulated requirement. The scores ranged from 1 – 4, which is interpreted from strongly disagree (poor) to strongly agree (good). 3) Results of the scoring was analyzed using Rap-Urbanfringesett program to determine the position of the sustainability status in each of these dimensions (see Table 1). Table 1. Sustainability Index and Status Index Category 0,00 – 25,00 Poor (not sustainable) 25,01 – 50,00 Less (less sustainable) 50,01 – 75,00 Fair (fairly sustainable) 75,01 – 100,00 Good (Sustainable) Leverage analysis is used to determine the sensitive attributes which are very influential in improving the status of sustainable development of urban fringe settlement. The determination sensitive attributes is based on the priority of analysis leverage result that taking into account of the changes the root mean square (RMS) ordination on the X axis. The greater the change in RMS value, the greater the role of these attributes in increasing the sustainability status of urban fringe settlement. Interpretive Structural Modeling (ISM) used to develop several types of structures, including the influence of the structure (for example: support or negligence), the priority structure (for example: more important than or reverse previous study) and categories of ideas (for example: included in the same category as ). ISM analyze the elements of the system and solve them in graphical form direct relationships between elements and levels of hierarchy. 3. Result and Discussion The growth of settlement area (built up area) were approached with land cover change analyzes in study area year 1982, 1992, 2000, 2005 and 2010. The results of analysis are presented in Figure 2. and Table 2. 173
  • 3. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org Figure 2. Dynamics of Settlement Area (Land Cover Change of Built up Area) Year 1982-2010 Table 2. Percentage of Settlement Area (Built up Area) in Year 1982-2010 Built up area (%) Year Depok Gunung Putri Jati Sampurna Study Area 1982 3,45 3,57 1,94 3,26 1992 11,99 6,24 6,02 8,49 2000 38,36 35,49 27,06 35,26 2005 53,29 48,49 38,44 48,76 2010 72,21 63,21 68,14 67,59 In years 1982-2000 settlement area (built up area) in study area had been fragmented according to the easy of accessibility. In this decade, the development of lower-middle-class housing is done on a small scale is particularly the case in the kecamatan Cimanggis. Jakarta urban fringe has been became of choice due of the land is still relatively cheap and can take advantage of the infrastructure and existing utilities. Housing development created because there is a relatively near from new city (Depok). The establishment of a new city (Depok) were then led to a lot of new settlement in the small and large scale in urban fringe. Settlement is in small scale and stand alone, although unrelated side causing inefficiencies in the provision of facilities and utilities by government. In this period study area dominated by the construction of residential housing built independently (non real estate). In the years 2000-2005, built up area in kecamatan Cimanggis and Tapos have joined, fused and formed new growth that spreads irregularly thus become inefficient land use. Further in kecamatan Gunung Putri and Jaka Sampurna, built up area grew along the main road. This condition happens to be larger and rapidly due to be triggered by the rapid development of large and medium-scale housing by the private developers were not integrated. The change agricultural land into built-up areas in the study area very rapidly triggered by land prices are cheap and there is a change and diversification of activities of urban people who live and came to the study area that led to the rapidly development of trading and services activities also industries activities that require land. In the years 2005-2010, land use in study area were a mixed land use that dominated by conditions and activities urban as a settlement area with high density housing characteristics, commercial, services activities and industry. The growth of settlement development increased because existing access to the city core and planned regional infrastructure development such as highways and arterial roads relatively good. This condition makes the growth of settlements through the administrative boundaries. 174
  • 4. Built up area (%) Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 80 www.iiste.org y = 2,3578x - 4677,7 60 40 20 0 -201980 1990 2000 2010 2020 Year Figure 3. The Trend of Built up Area (Settlement Area) in Study Area Based on the result of the regression equation (Figure 3.), the trend of growth of settlement area (built up area) in the study area increased each year with an acceleration of 2.35 %. If within a period of 20 years this condition continues, the study area is dominated by the built up area has a negative impact on the environment. Sprawl index values in year 2005-2010 at the study area was 7.21 means that during year 2005 to 2010 the growth built up area (settlement area) is dominant compared to the population growth. The growth built up area exceeding population growth by changing the green area through the rapid development of new housing on a large scale and was followed by a decrease in the average number of family members per household, as well as an increase in activity due to changes in population and diversification of urban activities such as the development of commercial, facilities, utilities and industry. Integration between the growth of built up area with spatial planning (RTRW) by overlayed was obtained the proportion of built up area in year 2010 inconsistent by referrals in the spatial planning (RTRW) that was an area has been a deviation because this area should be referred as an non built up area. (see Figure 4.) Figure 4. Integration Between Spatial Planning with Settlement (Built up) Area Year 2010 Table 3. Integration between Land Cover with Spatial Planning Land Cover at Study Area Year 2010 (%) Spatial Planning Built up area Non Built up area Total RTR RTRW Depok Built up area 64,98 19,14 72,23 Non Built up area 20,12 7,65 27,77 Total 72,21 26,79 100 RTRW Kab. Bogor Built up area 63,37 35,92 99,29 Non Built up area 0,35 0,36 0,71 Total 63,72 36,28 100 RTRW Kota Bekasi Built upa area 55,58 11,24 66,82 Non Built up area 12,58 20,6 33,18 Total 68,16 31,84 100 175
  • 5. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org Figure 4. and Table 3. discribe that kecamatan Cimanggis and Tapos (Depok) had a high enough proportion inconsistents area of 20.12%, kecamatan Jati Sampurna has a proportion inconsistens area of 12.58%, while kecamatan Gunung Putri has a very small proportion inconsistents area of 0.35%. This indicates that the effects of the phenomenon of urban sprawl causes uncontrolled growth of built up area. The attribute sustainability status in order to know the status of the sustainability of settlements in the study area as a effect of the urban sprawl phenomenon obtained 37 attributes consisting of 10 attributes ecological dimension, 10 attributes social dimension, 9 attributes economic dimension and 8 attributes institutional dimension . Figure 5. Sustainability Status Index Figure 5. show that the result of sustainability status analysis for four dimensions in study area. The ecological dimensions is sustainability index value of 32.97. It is the category of less sustainable due to 4 attributes bad score are the growth rate of built up area, drainage condition, solid waste management, the availability of green space, and 6 attributes moderate score are population density in settlements, building density, built up area, environmental sanitation, water supply, accessibility conditions. Sustainability status of social dimension is sustainability index value of 64.3. It is fairly sustainable category due 4 attributes resulting score a good are of security, service level health facilities, education and social; 4 attribute moderate scores are the social conflict, community participation in waste management, public perception of the environment and the level of community development in the field of environment; 2 attribute bad score are the rate of population growth and the level of education of the population. Sustainability status of economic dimensions is sustainability index value of 54. It is fairly sustainable catagory, which caused 3 attributes good scores are availibity of public transport, access to activity centers and the economic value of land; 5 attributes moderate scores are the economic value of land, increased revenue, network infrastructure, developed land area, population and trade services the number, and 1 attribute bad score is the number of population in the agricultural sector. Sustainability status of institutional dimensions is sustainability index value of 44.15. This included the category of less sustainable due to a bad score 3 attributes that cooperation between local goverments, the availability of detailed plans, the availability of zoning regulations; 4 attribute moderate scores are the coordination of environmental, coordination of infrastructure, the implementation of sanctions and the availability of licensing mechanisms; 1 attribute good score which has the availability of spatial analysis hukum. Overall result of 41.46 multidimensional index of sustainability including sustainable low category. This is due to the low value of 4 dimensions of sustainability index that assessed 176
  • 6. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org Environmental Institutions 80 60 40 20 0 Economic Social Figure 6. Kite Diagram Kite diagram (Figure 6) illustrates the comparison of sustainability index values between the environmental, economic, social and institutional dimensions. Coordination Leverage of Attributes 5,26 Sanctions 2,89 6,57 Zonning regulation 7,80 Detail planning 9,82 RTRW (spatial planning) 3,61 Land for development 6,44 Accesibility 5,84 Public transport Attributes Criminality 3,53 3,69 Social conflict 4,51 Social facilities 4,90 Education facilities 4,50 Health Facilities Garbage management 2,87 Green open space 2,75 Avaibility of clean water Sanitation condition Drainage condition Growth of built up area Built up area 3,10 3,63 3,62 3,37 3,67 0 2 4 6 8 10 12 Root Mean Square Change in Ordination when Selected Attribute Removed (on Sustainability scale 0 to 100) Figure 7. RMS Value of The Multidimensional Attributes Figure 7 show that the leverage analysis of multidimensional attribute that is a combination of sensitive attributes of the four dimensions of sustainability. These attributes are very influential in improving the status of sustainable development of urban fringe settlement. Obtained 20 (twenty) attributes as attributes of the levers in improving the status of suatinabillity of the study areas that need intervention. Four attributes need to be reduced or controlled intensity activities (growth of built up area, built up area, social conflict and criminality), 8 attributes need to be improved intensity activities (drainage, sanitation, water supply, green open space, garbage management, health care facilities, educational facilities and social facilities), 2 attributes must be promptly prepared and made (zoning regulations and a detailed plan of the area) and 6 attributes need to be controlled in the implementation and development activities must be planned carefully (availability of public transportation, accessibility to city centers, spatial planning, coordination, land development and the application of sanctions in violation spatial). Analysis results of the Interpretive Structural Modeling (ISM) indicate that there are obstacles element to improve institutional fragmentation of urban fringe settlement management. The elements will be elaborated 177
  • 7. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org further towards various sub-elements. Classification sub-element refers to the results of Reachability Matrix (RM) which has fulfilled transitivity rules are classified into four sectors, namely: 1) Sector I : weak drive-weak dependent variables (Autonomous). Sub-elements are included in this sector are generally less concerned with the system. 2) Sector II : weak drive-strongly dependent variables (Dependent). Generally sub-elements are included in this sector are sub-elements that are not free. 3) Sector III : strong driver-strongly dependent variables (Linkage), must be carefully considered because of the relationship between variables that not stable and can have an impact on other variables and feedback effects can magnify the impact. 4) Sector IV : strong driver - weak dependent variables (Independent) is a sub-element called free variables. Figure 8. Constrain Elements Classification and Hierarchi Relationship There are two sub-elements with the highest value of the driving forces that a key element of the obstacles encountered in the management of settlement areas in the study area are coordination among the institutions involved in the development and management of settlement areas are still weak (6) and zoning regulations as a means of control does not exist (8). They are located in sector IV (independent), which has the highest value and the value of driving a low dependency. This means that if coordination in the management of settlements and improved operational technical guidance in the form of zoning regulation is available, then this will be a driver of positive (increasing) the quality of the sub-elements located in sector III (linkage) and sector II (independent). The contectual relationship and hierarchi level of obstacles in the management of urban fringe settlements is presented at Figure 8. The hierarchi structure indicate that obstacles encountered will be solved step by step in accordance with the hierarchy . The development of unplanned settlements (2) is located at the lowest position or level 1. This indicates that the sub-elements is the most influenced and moved by other driving powers from other sub-elements, which are located at the higher levels. If it is considered the driving power and the dependency level, sub-element at level 1 together with the sub-element at level 2, have low driving power and strong influenced by the sub-elements at level 3 and 4. While the sub-element at level 4 is the most influential for improvement of the management urban fringe settlement areas in the study area. This means that by increasing co-ordination that is supported by the availability of detailed plans in the form of technical and operational guidance it will be able to overcome the obstacles that exist at other hierarchy. 5. Conclusion and Recomendation 5.1 Conclusion The research demonstrates that urban sprawl has impacted negatively on sustainability development in study area. Rapid growth of settlement area have acceleration and magnitude of 2.36 per year and 7.21 sprawl index made the status of multi-dimensional sustainability in study area is less sustainable. The growth of settlement area in study area is dominant compared to the population growth in study area, this occurs because of the increased activity of the population that is changes and diversification of urban activities such as the development of trade, facilities, utilities and industry. Also The growth exceeding population growth by changing the green area through the rapid development of new housing on a large scale and was followed by a decrease in the average number of family members per household, The high percentage of built-up area that is inconsistent with the spatial planning (Rencana Tata Ruang Wilayah - RTRW) showed uncontrolled development. The research indicate that there are 20 (twenty) attributes levers need to be intervention in order to improve the 178
  • 8. Journal of Environment and Earth Science ISSN 2224-3216 (Paper) ISSN 2225-0948 (Online) Vol. 3, No.12, 2013 www.iiste.org sustainability of the status at the study area and a key element of the obstacles encountered in the management of settlement areas in the study area are coordination among the institutions involved in the development and management of settlement areas are still weak and zoning regulations as a means of control does not exist. 5.2 Recomendation Environmental conditions in the study area are diminishing due to rapid physical growth require immediate implementation of spatial planning in an integrated, holistic and integrated administration by encouraging interregional cooperation mechanisms among local governments in study area. References Arifien, Y. (2012), “Pola Transformasi Spasial dalam Penataan Ruang Kawasan Jabodetabek”, Doctoral Dissertation, Graduate School of Bogor Agricultural University, Bogor, Indonesia. Daniels, T. (1999), “When City and Country Collide: Managing Growth in Metropolitan Fringe”, Island Press, Washington DC. Fauzy, A. & Anna, S. (2005), “Pemodelan Sumberdaya Perikanan dan Kelautan untuk Analisis Kebijakan”, Jakarta, PT Gramedia Utama. Firman. T. (2003), “The Spatial Pattern of Population Growth in Java, 1990-2001: Continuity and Change in Extended Metropolitan Region Formation”. IDPR 25(1), 185-193. Gallent, N. (2006), “The Rural-Urban Fringe: A New Priority for Planning Policy?”.Planning, Practice & Research. 21(3), 383-393. Hudalah, D., Winarso, H. and Woltjer, J. (2010), “Peri-urbanisation in East Asia: A new challenge for planning?”. International Development Planning Review. 29(4), 503-519. Hidajat, J. T. (2004), “Kajian Gejala Urban Sprawl di Tiga Koridor Utama Pinggiran Kota Wilayah Jabodetabek”, Master Thesis, Graduate School of Bogor Agricultural University, Bogor, Indonesia. [JICA] Japan International Cooperation Agency. (2003), “Person Trip Characteristics Based on Person Trip Survey in Jabodetabek”, Technical Report, The Studi on Integrated Transportation Master Plan for Jabodetabek. Rustiadi, E. (2000), “A Study of Spatial Pattern of Suburbanization Process: A Case Study in Jakarta Suburban”, Paper presented on IGU-LUCC Pre-Congress Meeting. 3 October 2000, Tsukuba. Japan. Soegijoko, B.T. (2010), “Kebijakan Penataan Ruang dan Pembangunan Perkotaan Berwawasan Lingkungan”, Info URDI (Urban and Regional Development Institute), 28, 10-15. Jakarta. Webster, D. (2002), “On the Edge: Shaping the Future of Peri-urban East Asia”, Stanford, Stanford University. Winarso, H. and Kombaitan, B. (2001), “The Large Scale Residential Land Development Process in Indonesia: The Case of Jabodetabek”, Paper presented on World Planning School Congres, 5 Juli 2001, Shanghai, China. Zain, A.F. M. (2000),”Distribution, Structure and Function of urban Green Space in South Asian Mega-Cities with Special Reference to Jakarta Metropolitan Region (JABODETABEK)”, Doctoral Dissertation, The University of Tokyo, Japan. 179
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