site suitability analysis using remote sensing and gis for ... for solid waste management for all...
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INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES
Volume 5, No 4, 2015
© Copyright by the authors - Licensee IPA- Under Creative Commons license 3.0
Research article ISSN 0976 – 4380
Submitted on January 2015 published on May 2015 640
Site suitability analysis using remote sensing and GIS
for proper selection of solid waste disposal ground within Rajarhat
Gopalpur municipal area, Kolkata, West Bengal Jaya Pradhan and Kaberi Samanta
School of Oceanographic Studies, Jadavpur University, Jadavpur, Raja S.C. Mallick Road,
Kolkata – 700032, West Bengal, India
ABSTRACT
Decadal population growth and the increasing demand of land in main city (Kolkata) have
driven the population to setup Satellite Township around the Kolkata Metropolitan
Development Authority. These Satellite Townships are known as Urban Local Body (ULB)
or Municipality, under Kolkata Metropolitan area, Rajarhat Gopalpur Municipality (RGM) is
one of them. The municipal authority provides various facilities to its population but their
sanitation and solid waste management system has not reached a satisfactory level. In present
scenario urban solid waste management is considered as one of the most serious
environmental problems confronting municipal authorities in urban areas. One of these
impacts is due to improper location of dumping site without considering any environmental
norms. This paper deals with determination of suitable site selection for disposing urban solid
waste generated from Rajarhat Gopalpur Municipality area, using Geographical Information
System (GIS) techniques. Multi-criteria analysis & weightage overlay analysis has been done
for solid waste disposal site selection in this study. GIS can provide an opportunity to
integrate field parameters with population and other relevant data with other associated
features, which would in turn help in selection of suitable disposal sites.
Keywords: GIS, Remote Sensing, Solid waste management, Multi-criteria, Weightage
overlay analysis, SRTM.
1. Introduction
Solid waste is unwanted materials generated from combined residential, industrial and
commercial activities in a given area. Most urban areas in the country are plagued by acute
problems related to solid waste due to continuous migration of people from rural and semi-
urban areas to towns and cities (Dr. S.R. Shukla, 2000). Management of solid waste
facilitates in reducing or eliminating adverse impacts on the environment and human health
and supports economic development and improved quality of life. A number of processes are
involved in effective management options for solid waste disposal for a municipality. These
include monitoring, collection, transport, processing, recycling and disposals. As a third
world country, India has a major problem in managing solid waste. This is an impending
threat to global environmental health (Akhtar Mohammad, 2013). The solid waste generated
is directly proportional to the growth rate. It is hazardous to its inhabitants due to
mismanagement by Urban Local Bodies (Yogeswar Singh et al, 2012). Most of the Urban
Local Bodies disposes off solid waste into open land, vacant areas and by road sides. Such
unscientific disposal creates unhygienic conditions. Mainly in rainy season these wastes
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 641
degrades and emits carbon dioxide, methane, other toxic gases which in turn toxicates water
bodies which causes jaundice, nausea, asthma (Nishanth.T et al, 2010).
The Ministry of Urban Development (MoUD), Government of India developed a Guidance
Manual for Solid Waste Management for all Urban Local Bodies and published a set of Rules
in 2000 to manage solid waste. Government ordered all Urban Local Bodies to establish a
sustainable Municipal Solid Waste (MSW) system including treatment and sanitary landfill
by 2003. In order to give a push to Municipal Solid Waste Management in cities,
Government of India had sanctioned the 12th and 13th Finance Commission Grants and
funds were also allocated for improvement of Municipal Solid Waste Management (MSWM)
under flagship projects like Jawaharlal Nehru National Urban Renewal Mission (JnNURM),
Urban Infrastructure Development Scheme for Small and Medium Towns (UIDSSMT) from
2005 onwards. Funds for Municipal Solid Waste Management projects are also available
from State Government funds. Many Urban Local Bodies have put in place systems of door
to door collection, transportation, treatment and a safe disposal of waste. Despite pilot
projects and achievements, most Urban Local Bodies continue to face challenges. The non-
compliance issue is still true after 14 years of the notification of the Municipal Solid Waste
Rules, 2000 (Municipal Solid waste Management Manual, 2014). Remote sensing and GIS
techniques are a new kind of aid that can solve a part of the problem cost effectively. This
technique helps in selecting a suitable site for dumping waste.
The existing Waste Management in Rajarhat Gopalpur Municipality is ineffective and cause
problems of health, sanitation and environmental degradation. The selection of solid waste
disposal site for this area does not consider the environmental factors. A Disposal site must
consider all the socio-economic, environmental and land use factors within the city as well as
people safety. GIS can analyze the suitable site selection for urban waste disposal considering
all the criteria (Multi-criteria Analysis). The present study intends to find out a suitable site
for the disposal of urban solid waste generated from Rajarhat Gopalpur Municipality with the
help of remote sensing and GIS techniques.
2. Objectives
1. Identification and quantification of sources of generation of solid wastes within the
selected study area.
2. To select the suitable site as waste disposal ground depending on multi-criteria
analysis through GIS application.
3. Study area
The Rajarhat Gopalpur Municipality established in the year 1994, is one of the newly built
Urban Local Body of the state of West Bengal. It is situated in the southern part of the district
24 Parganas North. The Geographical location is 22°37'12" latitude and 88°25'48" longitude.
The municipal area is bounded by the following:
1. On the north - Dum Dum Municipality, Netaji Subhas International Airport.
2. On the east - Panchayat area, New Township.
3. On the south - Bidhan Nagar Municipality, South Dum Dum Municipality,
4. On the west - Dum Dum Cantonment Canal. (figure 1).
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 642
The current Rajarhat Gopalpur Municipality includes 35 number of wards is 28 sq kms area
and inhabited by 402844 persons, according to census report of 2011, Govt. of India. The
historically famous Najrul Sarani (Previously Known as V.I.P Road) goes through the Urban
Local Body. The Municipality is situated 11 km from Kolkata by road. It is accessible by
Eastern Railways from Sealdah. Nearest Railway station is Dumdum Junction and Dumdum
cantonment. Dumdum Metro Railway station is also at a distance of 5 km from the
municipality. Kolkata port at Kidderpore is the nearest port, at a distance of 25 kms. However
Haldia port is also connected by National High Ways situated at a distance of 130 kms. It is
only 5 km away from Dumdum International Airport which is known as Netaji Subhas
Chandra Air Port. The Municipality is well connected by road and flyover network which
takes only 10 minutes to reach Air port (Draft Development Plan Main book for 2007-12).
Figure 1: Image showing the map of the study area.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 643
4. Methodology
To achieve the above objectives of this paper following methodology has been adopted.
Primary data & Secondary data collection has been done as the first step. Global Positional
System (GPS) location data of primary waste collection points have been collected. Recent
landuse, road network & water bodies have been digitized on Ikonos image (Google Earth) of
the year 2014, 0.5m (approx) resolution. Shttle Radar Topography Mission (SRTM) DEM
image, 90m resolution data has been used to understand the topography of the study area.
Population density map has been computed using census data of 2001 & 2011. After Slicing
the SRTM data, it has been used with landuse, buffer maps of road network & canal map,
population density map (2011) to make zonation of the area into three categories (low,
medium & high). Then vector images have been converted to raster image according to
zonation. All maps has been reclassified, weightage overlaid, conditioned respectively to get
the required site. To get highly concentrated areas major filtering has been run. The whole
process has been done in Arc GIS 10.
4.1 Result and Discussion
According to Central Pollution Control Board 1, 27,486 TPD (Tons per day) of Municipal
Solid Waste was generated in India during 2011-12, with an average waste generation of 0.11
kg/ Capita/day. Of the total waste generated, approximately 89,334 TPD (70%) of Municipal
Solid Waste was collected and only 15,881 TPD (12.45%) was processed or treated
(Municipal Solid waste Management Manual, 20014). Whereas Small towns, generates
100gm solid waste per person per day and in large towns 500gm per person per day (Akolkar,
A.B, 2005). Rajarhat Gopalpur Municipality generates waste about 470gms/capita/day
(Municipal Data). The municipality had total population of 271811 in the year 2001 and
402844 in the year 2011.There are 60 slums with no access to municipal sanitation services.
With an increase in population and horizontal expansion of the municipal, it is becoming very
difficult to locate a waste disposal site within easy access in the Urban Local Body. Increase
in solid waste generation in future will aggravate solid waste disposal problem, unless the
proper site is not identified. In 2001 the total waste generated was 127.75 MT/Day and in
2011, it increased to 189.34 MT/Day (figure 2). In this municipality solid waste is broadly
classified in to three categories as Bio-degradable, Non bio-degradable and plastic waste
(table 1).
Figure 2: Graph showing the percentage of waste generation.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 644
Table 1: Table showing the type of waste collection from every primary collection points
(Vat).
Vat
NO.
Ward
No.
Waste
Collected
from wards
Total waste
collection in
MT
Total Bio-
degradable
waste in MT
Total Non
Bio-
degradable
waste in MT
Total Plastic
waste in MT
1 0008 5,6,7,8,9 21.92810059 8.771227228 12.06014792 1.096692921
2 0010 10 4.847839832 1.93913441 2.666245808 0.242455808
3 0013 12,13,14 9.825400352 3.930159561 5.40383967 0.49139967
4 0024 24 4.918340206 1.967335899 2.705021925 0.245981925
5 0025 11,22,23,25 19.51070023 7.804292162 10.73064412 0.975794122
6 0026 26,27,28,33 26.35950089 10.54378484 14.49735613 1.318321131
7 0035 32,34,35 17.14459991 6.857850179 9.429317634 0.857457634
8 0016 15,16,17 9.482749939 3.793100322 5.215387742 0.474262742
Source: Rajarhat Gopalpur Municipality, Sanitary Department.
Waste is collected from door to door by cycle van, disposed in the primary collection points
(8 points) & after that 40% of it removed by trucks to the dumping ground Gorui Mathkol,
which is located at 20 km away from Rajarhat Gopalpur Municipality at the boundary of
Baranagar & South Dumdum Municipality. But 20% is disposed in open land & 40% in
disposed around various canals like Kestopur Khal, Dumdum cantonment canal, Airport
canal & Noai Khal a comparative chart of daily waste generation (figure 3) and primary
waste collection point map (figure 4) of Rajarhat Gopalpur Municipality are given below:
Figure 3: Graph showing the comparision of ward wise daily waste genaretion.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 645
Figure 4: Image showing the existing solid waste facilities.
The suitable site selection for urban waste disposal has been done by Multi-criteria Analysis.
An attempt has been made to combine a set of criteria to achieve a single composite basis, a
score function, for a decision according to a specific objective. Then reclassified map
has been used to locate suitable sites for solid waste disposal in this study area. The
environmental, economic, social criteria have been considered for evaluation.
4.1.1 Selected factors for waste disposal site selection
Different factors have been selected for the overlay and buffer analysis. This information is
basically needed to process the multi-criteria analysis.
4.1.2 Road network
The linkages of urban centre are possible to the development of part road, rail waterway, and
airways. In Rajarhat-Gopalpur Municipality the main transport network is road. It is served
by network of black top road, concrete road, brick road and kutcha road. The total length of
road is 355 km. Most of the roads are concrete and black top roads.
4.1.3 Population distribution
The present density of population of Rajarhat Gopalpur Municipality stands at 22292
persons per sq. km and the highest density found in ward no. 16, 21, 22, 25, 28 29, 27 & 30
and density varies there from 35118 to 50301 persons per sq. km. Low density population
wards are 2,7,1,3 where the structures are sparsely built and dominated by vacant land.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 646
4.1.4 Landuse pattern
The land use/land cover pattern of a region is an outcome of natural and socio-economic
factors and their utilization by man in time and space. The landuse/landcover categories of
Rajarhat-Gopalpur Municipality include built up, vegetation, water body and vacant land.
Most of the land is covered by built up area owing to growth of population.
4.1.5 Water bodies/canal
Water bodies, mainly ponds have seen in Rajarhat Gopalpur Municipality. The people mainly
use the water of pond and Pisi-culture. In the municipal area there are 220 numbers of ponds.
The large size of pond is seen in ward no. 26, 25, 22, 11 and all the ward of the municipality
area, have small ponds, the total area is 0.510251 sqkm.
4.1.6 DEM
For representation of terrain’s surface, SRTM data has been used. Shuttle Radar Topography
Mission (SRTM) obtained elevation data on a near-global scale to generate the most
complete high-resolution digital topographic database of Earth. This data has been
reclassified into intervals or area. By slicing this raster data has been divided into 3 groups
with equal area-highland area, moderate area and lowland.
The role of Geographic Information System (GIS) in solid waste management is very large as
many aspects of its planning and operations are highly dependent on spatial data. GIS is a
tool that not only reduces time and cost of the site selection but also provides a digital data
bank for future monitoring program of the site. The methodology utilizes GIS to evaluate the
entire region based on certain evaluation criteria for the analysis of landfill site suitability.
These criteria are grouped into two main categories including physical and social economical
information. The principal criteria that used for spatial analysis are landuse, slope, population
density, distance from major road and distance from canal. The Criteria and sub criteria used
in development of GIS database is shown in the table 2.
Table 2: Table showing the Criteria and sub criteria used in development of GIS database.
Physical criteria Landuse/landcover
DEM
Socio-economic criteria
Population
Distance from major road
Distance from canal
Various shape files were created after creation of different layers in Arc GIS. Topology has
been built for each layer. Topology is the mathematical relationship built between objects and
it makes an explicit bond between geographic features in the data base. After attributing the
data, road (figure 5), canal (figure 6), population density (figure 7), landuse/landcover (figure
8), and elevation maps (figure 9) ware created and suitability scores were given. Score 1 is
least suitable site, score 2 is moderately suitable and 3 is most suitable site. Then those maps
are converted to raster files and separate datasets were created. For the analysis all the raster
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 647
datasets, different layers having different score were overlayed and weightage were allocated
to them according to the key parameter.
Table 3: Table showing the suitability scores given for distance from major roads.
Road distance (metre) Suitability score
0-100 1
100-200 2
200-300 3
.
Figure 5: Image showing the buffer distance of major roads under the study area.
Table 4: Table showing the suitability scores given for distance from major canals.
Canal distance(metre) Suitability score
0-100 1
100-200 2
200-300 3
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 648
Figure 6: Image showing the buffer distance of canals under the study area.
Table 5: Table showing the suitability scores given for population density 2011.
Population zone Suitability score
8826-22292 3
22293-35117 2
35118-50301 1
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 649
Figure 7: Image showing the population density map.
Table 6: Table showing the suitability score given for landuse classes.
Landuse/landcover classes Suitability score
Built up 1
Waterbody 1
Vacant land 3
Vegetation 2
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 650
Figure 8: Image showing the landuse/landcover map of the study area.
Table 7: Table showing the suitability score given for DEM image.
Elevation (metre) Suitability score
<100 3
100-200 2
>200 1
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 651
Figure 9: Image showing the elevation map of the study area.
The suitable site for solid waste disposal has been prepared based on multi criteria analysis
process. In the decision process, at this phase each alternative is evaluated and analyzed
in relation to others in terms of specific decision rules. The rule is used to rank the
alternatives under consideration. The ranking depends upon the decision maker is preference.
Here four suitable sites have been located by the multi criteria analysis method and are
shown in figure 10 Each of these plotted points has satisfied all the criteria adopted for
highly suitable sites for solid waste disposal. With the use of majority filter in spatial
analyst tool, the area highly suitable of dumping waste has been obtained. Below is the map
of suitable dumping ground sites:
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 652
Figure 10: Image showing the suitable dumping sites of the study area.
4.1.7 Most suitable dumping sites of study area are:
Figure 11: Image showing most suitable dumping sites of the study area.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 653
These three areas (figure 11) are the most suitable site because they have low & medium
population density, open land, and avarage distence from the major canals & road
connectivity to collect, dispose and process the waste.
5. Conclusions
Determination of suitable sites for the disposal of urban solid waste is one of the major
problems in Municipalities. This study used GIS integrated standard methodology for the
selection of sites, which are suitable for the disposal of solid wastes. This methodology
incorporates factors which are essential to identify the sites which have no or minimum
adverse impact on environment. In fact, many other parameters are required for this study,
but the most important parameters have been taken into consideration. The rapid pace of
urbanization, the need is felt for a complete solid waste management project. Existing solid
waste disposal system to be scientifically upgraded providing collection of garbage from
every household regularly, segregation of municipal solid waste & proper disposal of
municipal waste. In order to protect water bodies and underground water table, guard walls
are required at various locations. Additionally, depending upon the quantum of solid waste at
the collection sites, method of effective disposal, conversion and incineration facilities must
be planned in tune of the modern practices.
5.1 Suggestions
1. Dumping grounds can be created where bush types of vegetation cover prevails as it
would not hamper ecosystem and ideal for dumping ground is vacant area but in this
case some precautions should be taken as:
2. Dumping ground should be created as per the quantity of daily generation of solid
waste.
3. It should be developed in such a manner that it has deep rooted wall so that wastes
stored would not be exposed to open atmosphere.
4. Surrounding land toxicities would not increase by the contamination of the solid
waste.
5. Dumping ground should be accessible to the users.
6. Manual handling of the waste should be prohibited.
Acknowledgement
The authors are thankful to the Rajarhat Municipality for providing the Census data and Solid
waste data.
6. References
1. Akhtar Mohammad, (2013), locating suitable solid waste landfills sites using GIS and
Remote sensing techniques in Quetta city, Pakistan, Research Proposal, Balochistan
University of Information Technology, Engineering & Management Sciences, Quetta
– Pakistan.
2. Akolkar. AB., (2005), Status of Solid Waste Management in India, Implementation
Status of Municipal Solid Wastes, Management and Handling Rules 2000, Central
Pollution Control Board, New Delhi.
Site Suitability Analysis using Remote Sensing and GIS
For proper selection of solid waste disposal ground within Rajarhat Gopalpur Municipal Area,
Kolkata, West Bengal
Jaya Pradhan and Kaberi Samanta
International Journal of Geomatics and Geosciences
Volume 5 Issue 4, 2015 654
3. Dr. S.R. Shukla, (2000), Manual on Municipal Solid Waste Management, Ministry of
Urban Development Government of India, Available at
http://www.indiawaterportal.org/sites/indiawaterportal.org/files/Manual%20on%20m
unicipal%20solid%20waste%20management_%20MoUD_GOI_2000.pdf accessed on
3 July 2014.
4. India, The Ministry of Urban Development, (2014), Municipal Solid Waste
Management Manual, Central Public Health & Environmental Engineering
Organisation (CPHEEO) in collaboration with German International Cooperation,
Available at
http://moud.gov.in/sites/upload_files/moud/files/pdf/Draft%20on%20manual.pdf
accessed on 10 December 2014.
5. Nishanth.T, Prakash M.N, and Vijith.H, (2010), Suitable site determination for urban
solid waste disposal using GIS and Remote sensing techniques in Kottayam
Municipality, India, International journal of geomatics and geosciences, 1(2), pp 197.
6. Rajarhat-Gopalpur Municipality, (2012), Draft Development Plan Main book for
2007-12, Overview of the Municipality, CMU, KUSP, pp 24.
7. Yogeshwar Singh, Dr. M.S. Chauhan, and Dr. S.K. Katiyar, (2012), SWM of Kolar
Municipality Using Remote Sensing and GIS Techniques, International Journal of
Advance Technology & Engineering Research, 2(1), pp 30-33.