gis n its aplication
TRANSCRIPT
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A
PAPER ON
GIS AND
ITS APPLICATIONS
IN CIVIL/ENVIRONMENTAL ENGINEERING
PRESENTED BY
MAMOON RASHID
&
DEBJYOTI DAS
(K.I.T. COLLEGE OF ENGG. KOLHAPUR)
CONTACT : [email protected]
PH : 9823118819
mailto:[email protected]:[email protected] -
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INDEX
SR.
NO.
CONTENTS PAGE
NO.1. INTRODUCTION 1
2. GIS SUBSYSTEMS 2
3. GIS COMPONENTS 34. GIS APPLICATIONS (CIVIL/
ENVIRONMENTAL)
4
5. GIS IN WATER RESOURCES
MANAGEMENT
6
6. CASE STUDY RIVER KRISHNA 7
7 CONCLUSION 13
ABSTRACT
GIS is a tool for storing, manipulating, retrieving and presenting both
spatial and non-spatial data in a quick, efficient and organised way. Since
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most land information elements have a geographic connotation,
geographically referenced data with GIS techniques come to the fore in such
an application. The term 'geographic' in GIS refers to the locational
attributes, which define the spatial positioning of the piece of information on
the face of the earth. Preparation and maintenance of data in the form of
maps and referenced tabular files itself can be considered as a primitive form
of GIS. However, with the advent of digital computers, with high data
processing speed and the development of analytical tools thereon to handle
geographically referenced data with ease and flexibility, computer aided GIS
has become a reality of late. Such systems generally deal with data
classified/segregated into the spatial type (locationally referenced), attribute
type (without locational connotation) and the time variant or repetitive types
of data. The three components-location attributes and time-represent the
content of most GIS.
In this paper we have tried to nest the application of GIS in the
Civil/Environmental field with particular concern to Water Pollution
Monitoring. We have successfully included a case study on Water Pollution
Monitoring for the River Krishna, flowing in sugar belt of Maharashtra,
which has been demarkated applying GIS technique.
INTRODUCTION:
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A geographic information system (GIS) is a computer-based tool for mapping and
analyzes geographic phenomenon that exists, and events that occur on earth. GIS
technologies integrate common data base operations such as query and statistical analysis
with the unique visualization and geographic analysis benefits offered by maps. These
abilities distinguish GIS from other information systems and make it valuable to a wide
range of public and private enterprises for explaining events, predicting outcomes and
planning strategies. Map making and geographic analysis are not new, but a GIS
performs these faster and with more sophistication than do traditional manual methods.
We commonly think of GIS as a single, well defined, integrated computer system.
However this is always not the case. A GIS can be made up of a variety of software and
hardware tools. The important factor is the level of integration of these tools to provide a
smoothly operating, fully functional geographic data processing environment.
GIS is described as an organized collection of computer hardware, software,
geographical data, and personnel designed to efficiently capture, store, update,
manipulate, analyze, and display geographically referenced phenomenon.
Overall GIS should be viewed as a technology, not simply as a computer system.
In general a GIS provides facilities for data capture, data management, data
manipulation and analysis, and the presentation of these results in both graphic and report
form, with a particular emphasis upon preserving and utilizing inherent characteristics of
spatial data. The ability to incorporate the spatial data, manage it, analyze it and answer
spatial questions is the distinctive characteristics of geographic information systems.
GIS SUBSYSTEMS
A GIS has four main functional subsystems,
1. A data input system.
2. A data storage and retrieval subsystem
3. A data manipulation and analysis subsystem and
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4. A data output and display subsystem
Data input: A data input system allows the user to capture, collect, and transform spatial
and thematic data into digital form. The data inputs are usually derived from a
combination of hard copy maps, aerial photographs, remotely sensed
Images, reports, survey documents etc.
Data storage and retrieval: the data storage and retrieval subsystems organize the data,
spatial and attribute, in a form which permits it to be quickly retrieved by the user for
analysis and permits rapid and accurate updates to made to the database. This component
usually involves use of database management systems (DBMS) for maintaining attribute
data. Spatial data is usually encoded and maintained in a proprietary file format.
Data manipulation and analysis: The data manipulation and analysis subsystem allows
the user to define and execute spatial and attribute procedures to generate derived
information. This subsystem is commonly thought of as the heart of GIS, and usually
distinguishes it from other data base information systems and computer aided drafting
systems.
Data output: the data output subsystem allows the user to generate graphic display,
normal maps, and tabular reports. Representing derived information products.
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COMPONENTS OF A GIS
An operational GIS has a series of components that combine to make the system work.
These components are critical to a successful GIS.
A working GIS integrate five key components:
Hardware:
Hardware is the computer system on which a GIS operates. Today, GIS software
runs on wide range of hardware types, from centralized computer servers to desktop
computers used in stand-alone or networked configurations.
Software:
GIS software provides the function and tools needed to store, analyze and display
geographic information.
Data:
Perhaps the most important component of GIS is the data, Geographic data and
related tabular data can be collected in-house, compile to custom specifications and
requirements, or occasionally purchased from a commercial data provider. GIS can
integrate spatial data with other existing data resources. Often stored in corporate DBMS.
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The integration of spatial data and tabular data stored in DBMS is key functionality
offered by GIS.
People:
GIS technology is of limited value without the people who manage the systems
and develop plans for applying it to real world problems. GIS users range from technical
specialists who design and maintain the systems. To choose who use it to help them to
perform their everyday work. The identification of GIS specialists versus end users is
often critical to the proper implementation of GIS technology.
Methods:
A successful GIS operates according to a well-designed implementation plan and
business rule, which are the models and operating practice unique to each organization.
GIS DATA TYPES
The basic data types in a GIS data reflect data found on map. Accordingly, GIS
technologies utilizes two types of data, these are
Spatial data: describes the absolute and relative location of geographic features.
Attribute data: describes characteristics of the spatial features, characteristics
can be quantitative or qualitative. In GIS attribute data is also referred to astabular data.
The coordinate location of forest stand would be spatial data. While the characteristics of
that forest stand, e.g. cover group, dominant species, crown closure height, etc., would be
attribute data, are becoming more prevalent with changing technologies. Depending on
the specific data image data may be considered either spatial, e.g. photographs,
animation, movies, etc. attribute, e.g. sound, description, narration, etc.
GIS APPLICATIONS IN CIVIL/ENVIRONMENTAL
STUDIES
GIS is a powerful tool for environmental data analysis and planning. GIS stores spatial
information (data) in a digital mapping environment. A digital base map can be overlaid
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with data or other layers of information onto a map in order to view spatial information
and relationships. GIS allows better viewing and understanding physical features and the
relationships that influence in a given critical environmental condition. Factors, such as
steepness of slopes, aspects, and vegetation, can be viewed and overlaid to determine
various environmental parameters and impact analysis.
GIS can also display and analyze aerial photos. Digital information can be overlaid on
photographs to provide environmental data analysts with more familiar views of
landscapes and associated data. GIS can provide a quick, comparative view of hazards
(highly prone areas) and risks (areas of high risk which may occur) and areas to be
safeguarded.
On completion of Data analysis GIS helps in Planning and Managing the environmental
hazards and risks. In order to plan and monitor the environmental problems, the
assessment of hazards and risks becomes the foundation for planning decisions and for
mitigation activities. GIS supports activities in environmental assessment, monitoring,
and mitigation and can also be used for generating Environmental models. Below are
some of the applicable areas where GIS can be implemented for effective planning and
management.
Figure showing various applications of GIS
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The various other applications of GIS are
Water Resource Management
Mineral Prospecting
Forestry
Waste Land Mapping Soil & Agriculture
Crop Acreage and Yield Estimation
Drought And Flood Monitoring Assessment
Land Use/Cover Mapping
Ground Water Targeting
Marine Resource Survey
Urban and Rural Planning
Environmental Impact Assessment
Integrated Survey For Sustainable Development etc
GIS IN WATER RESOURSE MANAGEMENT:
Water resources assessment of a region involves a detailed study of the surface and sub-
surface water. To integrate the entire surface and sub-surface data manually requires huge
manpower and time. By adopting a GIS platform the result obtained will be faster and
more accurate. Till recently, ground water assessment was based on laboratory
investigation, but the advent of Satellite Technology and GIS has made it very easy tointegrate various databases.
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The various fields of applications of GIS in water resource management are
Ground water assessment
Water quality
Watershed management
Surface water management
The application of Geographic Information System (GIS) technology in water
resource investigation requires the design and development of a methodology to
analysis water resource and its components with its complex ecological and socio-
economic inter-relationship. It is necessary to translate system dynamics into
predictive statements for different spatial and temporal scales. This approach provides
enormous scope for better understanding of various water resource components and
its relationship elements of watershed eco-system.
CASE STUDY- Spatial modeling approach to water pollution
monitoring in the sugar belt of Maharashtra along the Krishna riverIntroduction
Keeping in view the importance of good water quality, the Central Pollution Control
Board (CPCB), in 1976, initiated a series of integrated river basin studies all over the
countryt. The Krishna River, which is one such polluted rivers of the country, flows in
the states of Maharashtra, Karnataka and Andhra Pradesh. The present study is taken up
for the monitoring, identification and suggesting preliminary measures of water pollution
control in the Satara-Sangli stretch (stretch-I) of the Krishna basin in Maharashtra with
the help of Geographic Information System (GIS). The stretch-I, also known as the
country's sugar-belt, has been identified by CPCB and MPCB (Maharashtra Pollution
Control Board) for the restoration of water quality under the National River Action Plan
(NRAP).
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SATARA-SANGLI STRETCH
General
The Satara-Sangli stretch of the Krishna River in Maharashtra is known as the sugar belt
of the country. The Krishna River flows with a southeasterly trend in Maharashtra,
traversing a distance of 280 kms from Mahabaleshwar through Satara to Sangli [latitudes
160 00' N - 180 00' N, longitudes 730 30' E - 750 00' E, altitude 150-600 m] on a rocky
area. The total geographical area of the Krishna basin in Satara is 10,816 km2 (4%) and
that of Sangli is 8,572 km2 (3.2%). The districts of Satara and Sangli experience a warm-
humid climate with an annual average precipitation between 600-800 mm. Eighty percent
of the rainfall in the Krishna basin is influenced by the southwest monsoon-giving rise to
heavy rainfall on the west coast of the Western Ghats. The mean temperature varies
between 22.5 - 25 0C.
Landuse/Landcover
Krishna basin covers a non-arable land area of 53010 km2 out of which 22.4% falls in
Maharashtra. In Satara 2.1% of the reporting area is non-arable land while the same is
3.3% in Sangli. Forestland accounts for 1583 km2 (15.1%) in Satara and 488 km2 (5.6%)
in Sangli. The total cultivable land in these two districts of the Krishna basin is 13,844
km2 that is 65.3% in Satara and 81.5% in Sangli. The districts of Satara and Sangliexhibit substantially wooded tropical evergreen forest. Amongst all types of land uses,
agriculture is dominant in Krishna basin with over 50% total land actually under
cultivation. The extent of irrigation applied for crops in Satara and Sangli is 16.9% and
11.1% respectively. Irrigation is done mainly using stream diversions or canals (42%)
and ground water source (58%). About 21% of gross sown area is irrigated.
Fertilizer and Pesticide Consumption
To get higher yields in the cultivated land, farmers apply more and more of chemical
fertilizers. The total chemical fertilizer consumption in Satara and Sangli during 1995-96
was 50390 and 83153 tonnes. With intensification of agriculture, particularly since
introduction of higher yielding but low pest-resistant varieties of crops, the use of
pesticides and biocides has been increasing steadily. The total pesticide consumption in
Maharashtra is 711 MT/Year, of which 7% is consumed in Satara and 6.4% in Sangli. In
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these two basin districts organo-chlorine share is the highest. The application rate per
hectare is about 0.09.
Water Consumption and Effluent Discharge
The state of Maharashtra is ranked first in terms of industrial investment in the country.
Major industrial sectors are in power, fertilizer, sugar and cement industries. In satara and
Sangli fifteen medium to large size sugar industries are located. There are many liquor
factories located along the stretch-I. The quantity of water that is consumed for domestic,
industrial and irrigation uses are respectively 66, 18 and 3366 MCM. Correspondingly,
the amount of effluent that is being discharged from urban, industrial and irrigation are
29, 14 and 673 MCM. From the sugar factories and its surrounding domestic locations
about 13400 and 1525 cubic meter of effluents are being discharged everyday.
A Framework for Monitoring Water Quality in GIS
River water quality monitoring is the process of regular study of parameters related to
river water. It helps determining the quality trend and hence the threshold values for the
restoration of water quality to its normal. Different factors those affect the water quality
are physical, chemical and socio-economic parameters of the river basin. A detailed
monitoring framework is shown in the figure 1.
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The present case study is followed up as per this framework. Using GIS, the database on
pollution load, the relationship between pollution load with population, fertilizer
consumption and factory location, and the river zonation have been assessed and
graphically presented. The techniques of river zonation has been reviewed and modified.
The prime objectives of using GIS over traditional methods are:
Effective storage and analysis system for spatial and temporal databases such as
maps on geology, geomorphology, soils, land uses and attributes on meteorology,
population, water quality etc.,
Spatial analysis on depicting the source-pollutant relationship,
Graphical presentations, visual impacts and spatial distribution of graphical
outputs on water quality changes, pollution load and relationship with sources and Management of river basins by generating buffer zones on the basis of water
quality criteria.
Source Identification
GIS was used to organize both spatially and temporally and presenting graphically the
pollution load data for each sub watershed over the period 1984 to 1997. For each
pollutant the load data for four years was presented which included years of minimum
and maximum pollution loads and the pollution loads of starting and ending years. One
such case for 'Mg' is shown in figure 3 a,b,c,d.
fig. 3a fig 3b
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fig 3c fig 3d
The spatial variation of all the pollutants showed a steady increase in the load towards
the downstream direction. This is due to two reasons - (i) the flow rate (cumecs) of river
increased in the downstream direction and (ii) the increase in concentration of water
quality parameters, though inconsistent, downstream due to addition of wastes from
upstream and additional streams.
The spatial relationship between the pollutants (BOD & COD) and the population growth
was correlated using three estimators contingency coefficient, Tschuprow's T and
Cramer's V. The estimators showed good relationships (V=0.67, T=0.56, Contingency
Coefficient=0.56) between BOD and population growth and COD and population
growth. Therefore, using the overlay techniques the composites BOD - population growth
and COD-population growth were produced. The results in composite were classified into
good, bad, very bad and worst (see figures 4 & 5).
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fig 4 and fig 5
For example, good regions have low population growth and low BOD. In a similar way
the relationships between the rate of fertilizer consumption with BOD and COD were
estimated. The estimators showed again good relationship. These analyses supported the
fact that the population rise is a dominant factor to increasing pollution load due to
domestic and agricultural sources in the downstream direction.
Pollutant Balance
Industrial and domestic wastes contribute to the major rise in BOD and COD
concentrations. The total estimated pollution load for Satara and Sangli from agricultural,
domestic and industrial (sugar and others) sources are shown in the table 4. The waste
disposals from sugar and distillery factories are the prime sources of BOD and COD
loads.
Suggestion on River Water Quality Restoration Through Zonation
Buffer zones are used in proximity analysis where the distance from either side of river
bank is an important criterion in determining suitability or risk. Buffer strips made of
uneven vegetation (grasses, shrubs, trees) attenuate runoff pollutants that would
otherwise reach the body of water. The methods of creating buffer zones on both sides of
riverbank, also known as corridors, are called as river zonation. The present study
suggests over an existing river zonation method.
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Conclusions
GIS has been utilized in the storage and retrieval of attribute data such as water quality
parameters (pollution loads), population density and fertilizer consumption over the
spatial database (map) of Satara-Sangli stretch in the Krishna basin. This database was
useful in motoring the trend of pollution load and population growth in the entire
watershed between, 1984 to 1997. With the aid of map comparison utility in GIS
pollution map could be compared with the population, fertilizer and industry location
maps.
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