Geospatial Modeling for Surface Water Resource Exploration ...Hence he focused his training,...
Transcript of Geospatial Modeling for Surface Water Resource Exploration ...Hence he focused his training,...
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Geospatial Modeling for Surface Water Resource
Exploration and Enhancement using Remote Sensing and
Geo Information Technology: A case study in Sirumalai
and its Environs in Tamil Nadu, India
Synopsis submitted to Madurai Kamaraj University
for the award of the degree of
Doctor of Philosophy in Environmental Remote Sensing and Geo -
Information Technology
By
K.CHANDRAMOHAN Reg.No: F9416
Under the guidance of
Dr.R.VIJAYA Assistant Professor
UGC – Human Resource Development Centre,
(Formerly Academic Staff College),
Madurai Kamaraj University, Madurai- 625 021
&
Co-Guidance of
Dr.R.S.SUJA ROSE Assistant Professor and Head i/c
Department of Environmental Remote Sensing and Cartography (ERAC)
School of Earth and Atmospheric Sciences
Madurai Kamaraj University, Madurai- 625 021
UGC – Human Resource Development Centre
(Formerly Academic Staff College)
Madurai Kamaraj University
Madurai - 625 021.
February , 2018
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Geospatial Modeling for Surface Water Resource Exploration and
Enhancement using Remote Sensing and Geo Information Technology:
A case study in Sirumalai and its Environs in Tamil Nadu, India
SYNOPSIS
Introduction
The doctoral thesis entitled, “Geospatial Modeling for Surface Water
Resource Exploration and Enhancement using Remote Sensing and Geo
Information Technology: A case study in Sirumalai and its Environs in Tamil
Nadu, India” is proposed by Mr. K. Chandramohan, Full-time Research Scholar
of the UGC- Human Resource Development Centre (Formerly Academic Staff
College), Madurai Kamaraj University, Madurai. In this study, he studied the
surface water availability and how to enhance the availability of water for
agriculture and domestic activities. The selected study area is Alanganallur block
which comprises the micro watersheds of Satti Aru of Sirumalai Hill. The study
area lies between 10°14'44" – 10°0'6" North latitudes and between 78°7'25” –
77°59'1” east longitudes. Within this study area the Sathiyar reservoir is located
between the Vaguthumalai and Sempattimalai hill valley. This study has been
carried out to identify the sites for check dam construction and artificial recharge
sites for developing the water resources. The Digital Elevation Model (DEM) has
been suggested using field data and technical approaches such as runoff
identification and PHP (Hypertext Preprocessor) calculation. This model can
furnish the quantification or collection of surface water based on the rainfall in
particular micro watersheds areas in Sirumalai hill environs.
Background of the Study
The researcher has been basically a science graduate. Further he had
qualified his Master’s degree in Environmental Remote Sensing and Geo-
Information Technology. After completing his Master degree he worked as a
temporary geospatial engineer for six years in private and government sectors. He
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had awarded with RGNF (Rajiv Gandhi National Fellowship) for doing his Ph.D.
As he realizes the difficulties of water scarcity which affects the farmers, he
wished to find out a permanent solution for water management for the study area
which can be applied to all the reservoirs of Tamil Nadu and India. In this way, he
can do some fruitful work as a gratitude to the society in which he lives. He has
applied his technical and working experiences to the surface water resources
exploration and enhancement using Remote Sensing and GIS techniques.
He published eight national/international papers related to this study.
Hence he focused his training, knowledge and skills in exploring the facts
involved in this study.
Objectives of the Study
The objectives of the study are:
1. To identify the existing water resources in the study area
2. To delineate the Micro watershed boundaries of the study area of
Sathiyar sub basin which includes Sirumalai Hill
3. To extract the physiographic features of the study area in order to
recommend the places for check dams
4. To identify the artificial recharge sites to enhance the ground water
level
5. To create a Hydrological modeling of selected micro watersheds
6. To develop an application software for calculating the surface runoff
Organization of the Thesis
This Thesis work is systematized by the five chapters and all the chapters
have been started with overview of the chapter, number of sub divisions and end
with documentation. They are:
Chapter I: Introduction: Backdrop of the Study
In this doctoral thesis the First Chapter deals with the Conceptual
framework of the present study. Chapter - I explains the introduction about the
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study of surface water resource exploration and enhancement of the water holding
capacity of the micro watersheds of the study area, objectives of the study, survey
using questionnaires, data collection, techniques followed for modeling, need for
the study, scope of the study, limitations of the study and number of terminologies
used in this research study.
Chapter – II: Review of literature:
In Chapter-II many articles, journals, books, websites and other records
have been reviewed for literatures related to the present study. The review
of literature collections was based on the hydrological modeling, the parameters
need for the modeling study and water resource management strategies. 63 foreign
studies and 33 Indian studies have been reviewed for this study. The following
contents are focused to collect the review of literature: Water Resource
Management, Drainage, Climate and land utilization Pattern, Watershed analysis
and modeling, Hydrological Survey and Investigations, Water balance and
potential Evapotranspiration, Wetland system, Man, Rocks and water, River Basin
planning and Geographical Exploration, Agriculture , Environments of
Deposition, Surface Investigations of Ground water, Flood, slope and landscape,
Movement of water in the Hydrologic structures, Soil percolation, Forests And
Environment Soil Erosion and Floods, Geospatial Modeling of Data, Hydrology
measurements and Modeling, Remote Sensing of Digital data and Image
Processing, Water Recharge, Modern Hydrological Situation and Future,
Increasing Water Efficiency, Climate Change and Water Crisis, Flood and
Droughts, Earth’s surface, Landslide Hazard and climate variability, Eco-
management and Planning, Water resources problems and Necessity of Planning
and Role of WHO.
Chapter-III: Methodology
Chapter - III gives the detailed explanation of research methods used for
surface water quantification and the data collection. The primary data includes the
rainfall data which were measured by using the traditional method of Simon’s
gauge, soil sample data for identifying soil types and porosity analysis and the
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opinion data about the availability of water resource within the micro watershed
area gathered through the administration of questionnaires. Primary data were
collected during the field visits. The questionnaire which has 28 questions was
administered among the farmers for identifying the availability of surface water
sources and requirement of water preservation for future.
Secondary data were collected from the administrative sectors of the
Government. These include data like thirty years of rainfall data, toposheet
(Survey of India (SOI)), micro watershed boundaries, village boundaries (land and
soil survey of India), geology, geomorphology, hydromorphology, drainage,
contour, satellite imagery etc. Satellite Imagery and Remote Sensing and GIS
Techniques for classification of Land Use/Land Cover and thematic map
preparation and the study of complex phenomenon using rational method,
numerical values and geospatial approach were also carried out.
Techniques and Tools used:
The Remote Sensing (RS), Geographical Information System (GIS) and
PHP (Hypertext Preprocessor) were used to prepare a study area profile maps and
modeling.
Remote Sensing (RS) is an excellent tool for identification of
environmental factors using satellite and aerial image technologies,
which cover the vast area of the earth’s surface based on the pixel
resolution. Remote sensing techniques were used to prepare a land use
maps and to identify artificial recharge site selection, etc. Land use data
were prepared by using ERDAS imagine 9.1v.
Geographic Information System (GIS) can be used to access, transfer,
transform, overlay, process and display the data using GIS software
applications. The main software used for preparing the thematic maps
was ArcGIS 9.3.1v.
Hypertext Processor (PHP) modeling has been done through the Java
script developing. The base concept of the modeling derived by the
hydrological rational model method includes number of parameters.
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Computational Method used:
Field observations were made to collect the primary data collection like
soil sample collection for soil permeability analysis and site identification for
storm water runoff collection (artificial recharge site selection and check dam
construction).
The runoff calculation had been done by the hydrological rational method.
This calculation necessitates the runoff flow rate carried only during the rainy
time with rain gauge and bucket method and Soil Conservation Service – Curve
Number
(SCS-CN).
The formula of Rational value is Q = c * i * A
Where:
Q is the maximum runoff rate (acre-inches per hour or cubic feet per second (cfs))
c is the runoff coefficient representing runoff ratio to rainfall (unitless)
i is the intensity of average rainfall for time duration is equal to the Tc (in/hr)
A is drainage area (acres)
Runoff rate is varied by the soil surface moisture conditions, then the
potential abstraction derived as:
S = ( 1000 / CN ) - 10
RO = [( P – 0.2 S ) 2] / ( P + 0.8 S )
Where:
S: potential abstraction (related with soil moisture condition)
CNi: soil Curve Number based on the soil moisture conditions
RO: Actual runoff (excess rainfall) in inches
P: Depth of Precipitation (inch).
Formula for computation of Travel Time for the channel section is:
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L
TT = ----------
3600 V
Where the equation expresses:
Tt = travel time (hr)
V = Average velocity (ft/s)
L = flow length (ft) and 3600 = seconds to hours conversion factors.
These applications are essential in the surface water exploration of
quantification and enhancing the water resources, reservoir eco community
(ground water level, agricultural growth, and drinking water), environment,
geospatial, risk analysis etc. Finally computer based Algorithm was developed for
simplifying the calculation of surface water quantification. The PHP is designed
by using this algorithm and the proposed amount of surface water runoff was
calculated. In future the researcher has a plan to get Patent right and will upload
this PHP web model on the Internet for global availability for the use of
researchers, stakeholders and others.
Chapter IV: Result and Discussion
Chapter IV deals with the fulfillment of the main objectives of the study
which are related to the identification of the water resources availability of the
study area for agricultural and domestic activities by administering questionnaires
to the farmers. Data related to the landscape arrangement, deforestation and
agricultural activities were collected through ground truth verification (GTV).
Identification of the physiography of the study area and the extraction of the
drainage pattern within the micro watershed boundary were also carried out. The
physiographic features of landscape (agricultural, settlement, reservoir etc)
arrangement, contour, Slope, DEM (Digital Elevation Model), Drainage pattern,
hydromorphology, Geomorphology, Hydrogeology, Geology are extracted from
the existing sources of field data and government recognized data. The
agricultural activities of growing crops for all the seasons and the area covered
were also identified.
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Finally the algorithm for runoff water quantification was developed based
on the formulae, equations and physiographic conditions. The Web page
developed using PHP was named as “ CMV (Chandramohan and Dr.Vijaya)”
research blog. This model can be used to calculate the surface water quantity and
this calculation needs input values of total area, hydrological curve number, mean
precipitation, rainfall and specific micro watershed area. The traveling time (Time
of Concentration) of water reach in to the reservoir was also calculated by the
input of values like average velocity and flow length.
Rational Method:
Hydrological Rational Value (Q) = c * i * A
Q = c * i * A
= 0.15 X 0.13 inch X 6555 acre
= 127.8225 inch acre
(127.8225 inch acre X 376.84 acre / hr) / 60
Q = 802.81 GPM (Gallon Per Minute)
As per the calculation of the hydrological rational method, the total amount
of runoff water is 802.81 GPM for the three micro watersheds which cover an area
of 6555 acres. If the rainfall increases, then the amount of surface runoff will also
increase. It can be measured by the general Bucket method.
Runoff Rate:
Volume of Bucket (V)
Volumetric Flow rate (Q) = -------------------------------- eq (3.2)
Average Time (t)
Based on the equation 3.2
Micro watershed 1 (M1):
20+15.6+19.5+20.4+14.36+16.75+18.31+15.42+12.9+18.65
t = --------------------------------------------------------------------------
10 trials
t = 17 seconds
V = 6 litter (or)1.5 gallons then Q = 1.5 gallons /
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17seconds
Q = 5.29 gallons per minute
Micro watershed 2 (M2):
15.32+13.13+17.2+12.4+13.63+11.85+10.71+12.35+10.76+9.22
t = -------------- -----------------------------------------------------------
10 trials
t = 13 seconds
V = 8 litter (or) 2.11 gallons, then Q = 2.11 gallons / 13seconds
Q = 9.73 gallons per minute
Micro watershed 3 (M3):
25.7+23.4+26+24.5+28+20+21+23.4+21.6+27
t = ------------------ ---------------------------------------
10 trials
t = 24 seconds
V = 5 litter (or)1.3 gallons then Q = 1.3 gallons / 24
seconds
Q = 3.25 gallons per minute
The flow rate is 0.37 gallons/second or Q = 0.37 gal/sec * 60 sec/min = 22.2
gallons/minute.
Discharge velocity:
Discharge velocity is derived as
Q = A * v eq (3.3)
Area (a) = width (b) * depth (y)
Discharge (D) = Area * Flow Velocity (V)
(The flow velocity is divided by time. Volumetric flow rate of rainfall is 6 litre/17
sec. or 0.07 m)
Based on the equation 3.3.
Area = 1.6 m * 0.3 m A is 0.48 m2
Discharge = 0.48m2 * 0.35 litre/sec D = 5.16 ft
2 * 0.23 ft/sec
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= 1.17 ft3/sec or 8.7 gal/sec
= 522 GPM.
Time of concentration (Tc)Method:
Formula for computation of Travel Time for the channel section is:
L
TT = ----------
3600 V
1053.00 ft
Tt1 = ----------------------- then Tt1 = 0.49 hours
3600 (0.5961 ft/sec)
601.00 ft
Tt2 = ----------------------- then Tt2 = 0.25 hours
3600 (0.6562 ft/sec)
788.00 ft
Tt3 = ----------------------- then Tt3 = 0.39 hours
3600 (0.5609 ft/sec)
Tc = 0.49 + 0.25 + 0.39 - then the Tc of the micro watersheds of the study area is:
Tc = 1.13 hours (Tc for the study area which covers 6555 acres).
Chapter-V: Summary and Conclusion
Chapter V deals with the summary and conclusion of the research work.
They portrayed mainly the uses of the field study, modeling and research work for
water resource exploration for the benefit of the society. This chapter also
expresses the future recommendation for the steady state flow method which can
be used to calculate the amount of aquifer leakage.
Future Recommendations
In future, the steady state flow method can be used to calculate an amount
of aquifer leakage. Steady-state flow refers to the condition where the water
properties at any single point in the system do not change over time. Two methods
namely De Glee’s method and Hantush-Jacob’s method which use steady-state
drawdown data, allow the characteristics of the aquifer and the aquitard (which is
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a bed of low permeability along an aquifer, and aquiclude (or aquifuge), which is
a solid, impermeable area underlying or overlying an aquifer) to be determined.
Erosion and deposition study is important in future because the siltation will make
change or reduce the water holding capacity of the reservoir and other areas.
Agasthiyar hill area (10°13'3.97"N 77°58'34.61"E in 1290 MSL) is highly
suitable for the aquifer leakage collection site. The Hydrologic computation study
is important to know how much water one can tap from a given water source over
the course of a season or a year, when:
- Developing a new irrigation scheme,
- Extending an existing scheme,
- Changing the cropping season,
- Adding a second or third irrigation season,
- Switching from a low water demand crop to a crop such as rice with high water
requirements.
-Methods of aquifer recharge,
-Balancing recharge and discharge,
-Water balance and energy balance model,
-Reservoir regulation and irrigation scheme is introduced.
Implementation Plan
This study will be implemented for the development and management of
water resources in the following steps:
The first step is to create a base map for a particular study area specifically
highly flood prone area, extract the land use categories, physiographic
features like drainage, slope, soil, geology, geomorphology, hydrogeology
and etc,.
Secondly the field study verification of any watershed area can be done by
collecting the soil samples, measuring the surface flow rate, stream area
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velocity, and applying all those methods of numerical models, tools and
techniques as illustrated in this study.
Third step is to fix the environmental condition monitoring sensor like
Remote Reality Field Server Agent System- (RRS) to particular sites. It can
be assigned to get the field condition data for every minute or hour.
Fourth step to establish new data receiving laboratory or technique or
mobile application.
If this research implemented with these techniques and modeling then the
fruitful outcome of automated sensor based on real time surface flow estimation
and monitoring system can be drawn using the numerical modeling and
engineering techniques. Absolutely this technique will create a Flood Early
Warning System (FEWS) and the main sequel of FEWS is the identification of the
flood events before occurrence of the flood. This FEWS can be created with very
low cost and can be applied globally.
Scope of the Study
The main aim of this research study is to assist the water resource
management, to foster forest and agricultural development, to make a dynamic
relationship between the developmental activities and surface water availability.
This study will help for the improvement of agriculture with effective integrated
water resources management of the micro-watersheds of Sattiaru river sub-basin
area. Collection of non spatial data of meteorology and land use is challenging,
expensive and time-consuming for a large area, whereas large area coverage of
satellite data is freely available through the internet (Jain et al, 2009).1 Recently,
some policies and issues related to water resource development and conservation
are evolved by Central and State Government of India. Geospatial studies relating
to terrain, drainage pattern, water bodies and other earth features associated with
one another will help to build a systematic modeling for water resource
sustainability management and conservation (Rao, 2000).2 This study also
evaluates the potential of the study area land and surface water resources to
support agricultural and other developmental activities and to increase the output
and productivity.
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This surface water quantification modeling study can be applied to other
watersheds in Tamil Nadu and India by identifying their actual rainfall, slope, soil
type, soil porosity, soil curve number, soil group, geology, geomorphology and
land use features. These parameters are needed to be applied for modeling study,
and the result will show their surface water quantity within the particular micro
watershed area.
Limitation of the Study
Even though, many approaches are available for water exploration, it is
very difficult to solve water scarcity problem. Mismanagement of water resources,
water pollution due to over discharge of effluents, solid wastes and garbage in
water resources like River Vaigai, growth of water plants like Water hyacinth,
improper monitoring of the government water holding systems, irregular
connectivity with all water resources are the major limitations and the water
demand is always persisting in Madurai District. During the monsoon, the surplus
water is wastefully oozing out of the water bodies which are not properly
monitored and silted heavily. The excess water is discharged into streets and lands
and turned unusable. Geospatial model of surface water exploration is dealing
with a broad spectrum of the particular solution to water related problems in the
environmental development and management. Groundwater level variations
profoundly influenced in a dry season and also fall between 5-10 m depth. The
tube wells fail to lift adequate water (Dey et al., 2010 and Tarikul Islam, 2014).3 &
4 These are the main limitations of the study.
Reference
1. Jain,S.K., Keshri, R., Goswami, A., Sarkar, A., & Chaudhry, A. (2009).
Identification of drought-vulnerable areas using NOAA AVHRR data.
International Journal of Remote Sensing. . Tailor and Francis, 30(5), 2653–
2668.
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2. Rao, D.P. (2000). Role of Remote Sensing and Geographic Information
System In Sustainable Development. International Archives of
Photogrammetry and Remote Sensing, 33(7), 25-34.
3. Dey, N.C., & Ali Arm, M. (2010). Changes in the use of safe water and water
safety measures in WASH intervention areas of Bangladesh. A midline
assessment. BRAC-RED Working Paper. 27.
4. Tarikul Islam.Md. M., Monowar Hossai., & Afzal Hossain, A.F.M. (2014).
Integrated Water Resources Management: A Case Study for Barind Area,
Bangladesh. IOSR Journal of Mechanical and Civil Engineering (IOSR-
JMCE). 5. 01-08.