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Ancillary Data Application in a Digital Environment: A case study of Bangalore - Mysore corridor with a special emphasis on Bangalore Cosmopolitan Hub

M.R.Vijaindra
M.R.Vijaindra
Research Scientist, NRDMS Centre, Dept. of remote Sensing, Birla Institute of Technology
Mesra, Ranchi
e-mail: mrvijaindra@yahoo.co.in

Dr. M.S.Nathawat
Dr. M.S.Nathawat
Professor and Head, Dept. of Remote Sensing, Birla Institute of Technology
Mesra, Ranchi.
e-mail:msnathawat@bitmesra.ac.in

Dr.Sudha Ravindranath
Dr.Sudha Ravindranath
Scientist’D’ Regional Remote Sensing Service Center,
ISRO, Bangalore
e-mail:raviatri@hotmail.com



Abstract
The use of satellite images with maps acquired from various government bodies and census publications have been the main ingredients for the outcome of this small pilot study. The utility of both traditional and modern tools of geography and its allied disciplines has been brought out to show how these tools can be used for urban growth mapping using various multitemporal data and its combination with quantitative details to bring out the urban temporal behaviour.

The causes of the urban predominated growth pattern in the bangalore-Mysore corridor have been highlighted through this paper. Emphasising qualitatively the reasons behind such growth.

Introduction
Throughout human history, cities have played an important role in transforming the society. They have been the scene and setting of major social, economic, and political change. The sample survey of 2001 states that the approximate urban population of our subcontinent covers 33.3% of its total geographical area. If one observes the urban fringe area it is possible to see Landuse and Landcover change. More and more rural area is getting engulfed in to the outstretched arms of urban fringe. This is causing a drastic land transformation, which is a dominant phenomenon in India. The class-1 cities are expanding rampantly crossing all borders, which is giving rise to many types of extremities in the common man’s life. Due to this if there is good communication network then; there are problems of air and water pollution and rising cost of living. The theme being dealt here is to find out the causes and consequences of the urban growth between the two cities and the changes in the surrounding environment. Also to suggest methods to solve some of the problems caused by the urban growth using ancillary data.

Study Area Details
The study region lies between the city of Bangalore and Mysore the highway road leading from Bangalore to Mysore is taken in to consideration. 10 kilometers buffer on either side of the road has been taken for this purpose; the buffer includes parts of the Bangalore urban, Bangalore rural, Mandya and Mysore districts. The reason this particular region has been selected is that the availability of digital data and due to the rapid urbanization which is taking place in this region. The study area is covering an area of 4584.15square kilometer area. Located in southern Karnataka. The coordinates between which the study region lies are given below.

DirectionLongitudeLatitude
Upper Left76d 33’41.41”E13d 00’00.63”N
Lower Right77d 39’03.75”E12d 15’08.17”N

The extraction of the buffer area is based on the highway road running between the two of the major cities of the state Bangalore and Mysore. Two paths of road have been selected to know the density of the traffic flow and its repercussion on the adjacent social environment. The urban database has been created for the 13 major towns and cities falling within the buffer region.

Objectives
  1. Creating a Geoinformatics database on major human resources and also parameters based on census report with special reference to important towns and cities of the study area.
  2. To study the Landuse changes of the major towns using remote sensing data.
  3. The role of demographic data and infrastructure development in urban growth of the important towns.
  4. Bangalore city’s growth implications and its effects on the urban corridor.
Data Used
The spatial data used for the project are that of topographical maps published by the Survey of India. The region was surveyed in the year 1970-71 and printed in 1973.The scale of the topographical maps are 1:50,000. Ten toposheets cover the study area. The Non-Spatial data has been used to fix parameters for the Megalopolis and observe the various changes occurring in all the three working sectors primary, secondary and tertiary and try to evaluate the causes for such change. The secondary data used for this purpose are as follows:
  1. Census Report Publication by Government of India, the data is Decennial from the year 1971 to 2001
  2. Karnataka state Gazetteer published by Government of Karnataka for the year 1971 and 1981
  3. Talukwise report published by the bureau of Economics, Government of India
These data and statistics have been amicably used to bring out the variation which has come in to this region with the help of modern day satellite data and old thematic and survey maps to observe the sprawl of Bangalore city.

MAPS   SOURCE
BEGUINING OF BANGALORE CITY   PUBLISHED BY GANGARAM BOOK STORE
BANGALORE LANDUSE 1985   SURVEY OF INDIA, CALCUTTA, 1985
TOPOSHEET 57 G AND H OF 1972   SURVEY OF INDIA, 1972
LANDSAT MSS IMAGE OF 1980   DEPT. OF SPACE
LANDSAT TM IMAGE OF 1986   DEPT. OF SPACE
LISS I I MAGE OF 1991   DEPT. OF SPACE
LISS III IMAGE OF 2002   DEPT. OF SPACE

Software used
ARC/INFO & ARC/MAP (8.3 Version) AND Geomatica (8.2 Version)

Methodology
It has been demonstrated in India and many other countries that remotely sensed data can be used to for mapping and monitoring the changes on the land surface over a period of time. The detection of abrupt changes is possible using satellite images in many cases where the changes produce an extreme visual contrast between the old and the new. The use of both image processing and geographic information techniques has been applied to the different maps and images for understanding the sprawl. The methodology can be divided in to the following steps:
  1. Firstly the thematic maps collected from various different sources were scanned with scanners and converted in to tiff files.
  2. Secondly, using the image processing software EASI/PACE the maps were geocoded using ground control points with the RMS error at the acceptable level.
  3. Thirdly, the digital data was loaded from CD’s and geocoded with the help of the previously geocoded maps.
  4. Fourthly, the geocoded maps were enhanced spectrally for better visual and digital appreciation.
  5. The enhanced geocoded images were extracted with respect to the Bangalore urban district boundary as available in the toposheets.
  6. Then, visual interpretation was carried out on these maps and images and the boundary of the city’s outer boundary was extracted from each map in a GIS environment.
  7. Finally, the entire vector layers extracted from each map was placed one over the other to know the increase in the city area as to how much the city has sprawled since its inception.
  8. The Bangalore-Mysore corridor region was classified using supervised classification technique and with its help the growth over 26 years in the entire region in the urban was understood.
Results

Geoinformatics Database
The data related to population, literacy, civic amenities like, water supply, road length, electrification, cultural details like the contribution of schedule caste and schedule tribe to total population, details on literacy, personal details of telephone calls, general population details, sex ratio etc., were used to create a urban information system for the major towns and cities of the study area to notice and appreciate the change in these parameters on a decadal basis from the year 1971 to 2001. The decadal trend in which the growth of these various information’s have been attached to the spatial data.

Landuse Changes
It is a noticeable fact that the living conditions are expensive, which include the bare essentials like food and shelter even then people motivated by the thought of better education, good jobs, speculative thought are moving in to overcrowded cities like Bangalore, Mandya and Mysore. This has given a feature to the planning community known as sprawl or spread of the urban area in to the rural area. The transformation of the fringe area in to predominantly urban mostly along the roads is noticeable change. This has lead to the development of high-class residential areas like Indiranagar, in Bangalore City. The development of exclusively industrial town like Bidadi is also noticed.

The urban area has not just expanded it has expanded at the cost of other land uses. The Table below shows the amount of area from other land uses, which has been incorporated in to the sprawling urban region. The 13 major towns of the study area have engulfed about 196.19 square kilometer of agricultural area.

Increase In Urban Area   Sq. Kms
Total Urban Area In 1973   164.72
Water Bodies   10.33
Vegetation   6.18
Wasteland   1.89
Agricultural Area   196.19
Total Urban Area In 1999   379.33

The steady growth in various factories based on Motor vehicles, Information technology, Computers, specialized services of quaternary and quinnenery nature have risen to a great extent providing exclusive and highly specialized nature of services. Leading to special type of employment recruitment and also socio- cultural services to patronize such people which include high profile clubs, bar and restaurant, discotheques, restaurants specializing in foreign delicacies, special dress boutiques, makeup shops, sports complexes, malls, massage parlors etc.

Demographic and Infrastuctural Changes Through the Decades
There has been a high rate of increase in the number of medical services, the banks, transportation services, electrification, and government water supply, the basic structure of workers i.e. in the primary, secondary and tertiary sectors. In 1991 of the total male working population 53.72% were engaged in Tertiary activity and of the total female working population 57.93% were in tertiary sector. Literacy is considered the mark of prosperity and development. In the study area there has been steady increase in literacy, currently it is 75.61%. There has been steady change in the working population in the primary, secondary and tertiary sectors respectively which have shifted towards non agricultural activities over the years. The change in the whole population in the major towns and cities along with the growth in literacy rate are listed in the appendix.

Conclusions
  1. The Geoinformatics database, which has been created using various details from census reports from 1971 to 2001 for the major towns and cities, are found useful to do mainline analysis and predict the growth of the settlement in the future. A GIS data modeling by predicting the future trend by knowing the past and present can be done successfully.
  2. Demographically there is high growth of population and high rate of migration from surrounding regions and from other parts of country and abroad to Bangalore. The sprawl of the urban area is basically on to the rural fringe area engulfing large amount of agricultural land. The workers participation ratio has shifted from primary activity to secondary and tertiary activity which has caused increase in their economic standard along with their residence and other establishments which has led to apartments rather than solitaire houses. Space management and vertical population growth is a noticeable phenomenon.
  3. The settlements are enlarging in size and shape taking a near circular shape. The cities of Mysore and Bangalore are taking a near circular shape. They have started to engulf the nearby settlements, Bangalore has engulfed Kengeri Township.
  4. The spatial spread of the Bangalore City has been calculated from the processing of multitemporal data. The first growth spur can be traced from 1911 to 1977 which, was after a period of 66 years. The second growth spur is between 1991 to 2002 where, the total urban area has more than doubled. This clearly indicates the role which all the IT, Computer, Fashion, Dress making, Educational institutions have played.

YEAR  TOTAL URBAN SPRAWL AREA IN SQ KMS
1537   10.38
1895   35.80
1911   60.11
1972   132.57
1980   185.59
1986   218.27
1991   246.96
2002   508.03

The city of Bangalore since its birth in 1537 to now in the 21st century has grown in to the capital of scientific and technological excellence of India. The contributors for the sprawl of the city are shown as follows:
  • 1955 Government of India undertakings in hi-tech areas viz. aircraft, telephones, machine, tools, electronics established in Bangalore.
  • 1970 - High-technology industries, institutions of higher learning and favorable climate help Bangalore become the science and technology capital of India.
  • 1980-94 Bangalore becomes the preferred location for computer hardware and software companies, making it the “Silicon Valley of India”.
  • 1995 International Technology Park established.
With the technological empowerment and the cities mixed racial nature coupled with good infrastructure and planned residential area the city became the attraction for all the nearby towns and the city grew.

Acknowledgement
We would like to express our gratitude to Mr.Uday Raj, and Mr. Shastri at regional Remote Sensing Service Centre for their guidance and encouragement. We also extend our thanks to Dr. Daksha Barai and Dr. B. Eshwarappa for their advice as the subject expert.

Appendix
Table A – Decadal Growth of Banks in Major Towns & Cities

City  1971  1981   1991
Bangalore  182  474   509
Kengeri    1  
Ramanagara  4  5   6
Channapatna  3  5   5
Kanakapura  3  5   7
Maddur  3  3   6
Malavalli  4  3   3
Mandya  8  19   15
Mysore  12  72   102
Bannur  3  3   3
Shrirangapatna  3  4   5
Pandavpura  2  3   4



Table B – Decadal Growth of Health Facility in Major Towns
City 1971 1981 1991
Bangalore 163 161 514
Kengeri   2  
Ramanagara 7 7 4
Channapatna 10 10 2
Kanakapura 5 5 3
Maddur 1 1 2
Malavalli 7 7 3
Mandya 24 24 3
Mysore 127 127 35
Bannur 5 3 2
Shrirangapatna 2 2 3
Pandavpura 6 5 2



Table C – Decadal Growth in Number of Electrification in Major Towns & Cities
City 1971 1981 1991
Bangalore 216482 858183 869581
Kengeri   707  
Ramanagara 10549 7874 8936
Channapatna 3720 5775 8609
Kanakapura 1632 4385 7427
Maddur 1230 2257 4685
Malavalli 1321 2427 6225
Mandya 7943 16361 38054
Mysore 45014 67912 131520
Bannur 2176 2325 3107
Shrirangapatna 1485 2490 21660
Pandavpura 995 1684 2961



Table D – Decadal Growth in Water Supply In Major Towns & Cities
City 1971 1981 1991
Bangalore 134000000 19800000 468330000
Kengeri   45500  
Ramanagara 5455200 1575000 1683500
Channapatna 1974900 3185000 2325000
Kanakapura 1591086 796250 796250
Maddur 54600 273000 800000
Malavalli 794500 455000 1350000
Mandya 201000000 1592500 4612500
Mysore 50000000 16299140 25847837
Bannur 363677 227500 227500
Shrirangapatna 364000 10000 993064
Pandavpura 273000 154700 575000



Table E – Decadal Workers Participation Ratio Sector Wise (Year 1971)
City TotalWorkers Primary Sector SecondarySector TertiarySector NonWorkers
Male Female Male Female Male Female Male Female Male Female
Bangalore 435415 52505 9060 1062 182147 16024 244361 35419 446889 718970
Kengeri                    
Ramanagara 8352 1269 3604 748 1470 201 3278 320 8048 13773
Channapatna 8340 1057 1152 150 2967 490 4221 417 8553 14638
Kanakapura 5238 1049 2720 297 2570 508 2255 244 5626 8384
Maddur 3371 634 1194 386 549 95 1628 153 2927 5105
Malavalli 4842 753 2161 510 701 42 2909 201 4973 8439
Mandya 18257 2256 3149 560 5244 479 9864 1217 19979 31640
Mysore 83058 10944 5998 486 25109 2956 51951 7502 103306 158377
Bannur 3325 417 2118 297 207 11 1000 109 2635 5266
Shrirangapatna 3667 662 1431 244 609 75 1629 343 3521 6250
Pandavpura 2640 195 1121 83 490 22 1029 90 2927 4894



(Year1981)
City TotalWorkers Primary Sector SecondarySector TertiarySector NonWorkers
Male Female Male Female Male Female Male Female Male Female
Bangalore 680659 104946 7051 964 16250 5873 657358 98109 699492 1130036
Kengeri 5126 768 550 127 37 23 4539 618 4556 7693
Ramanagara 6925 1859 1092 616 1778 767 4055 476 6920 111000
Channapatna 12364 2444 1576 474 1054 348 9734 1622 13541 21885
Kanakapura 5131 2414 3541 2196 27 1463 1463 191 3691 6073
Maddur 4697 939 1271 397 220 213 3206 329 4328 7400
Malavalli 6087 721 2429 252 261 63 3397 406 6712 11375
Mandya 24473 341 4030 823 524 229 19919 2359 27897 34233
Mysore 103675 17660 3977 319 2652 1290 97046 16051 123552 194531
Bannur 7992 1547 1289 292 772 812 5931 443 9182 14341
Shrirangapatna 4448 855 1697 477 124 51 2627 327 4730 8078
Pandavpura 3616 629 1110 258 117 24 2389 347 3703 6091



(Year 1991)
City TotalWorkers Primary Sector SecondarySector TertiarySector NonWorkers
Male Female Male Female Male Female Male Female Male Female
Bangalore 1141214 220899 27891 6105 505514 8149 607009 133303 1025417 1733453
Kengeri 2403 483 126 11 873 147 1404 325 2638 4129
Ramanagara 13423 3509 1285 230 6572 2583 5566 696 12770 20680
Channapatna 14032 3369 1857 564 5113 1942 7062 868 14218 23049
Kanakapura 10327 2378 1877 283 3501 1550 4949 950 9311 15525
Maddur 6163 1949 1903 849 1010 596 3250 328 5157 8807
Malavalli 7429 1510 2948 672 842 225 3639 613 7722 12710
Mandya 30603 6128 5711 1745 7589 1642 17303 2741 31838 51394
Mysore 164409 32184 10053 960 56509 11664 97847 19560 170779 282847
Bannur 5203 1276 2947 787 485 248 1729 241 3912 7143
Shrirangapatna 6076 2237 2406 1140 951 515 2719 582 5022 8266
Pandavpura 4468 1201 1661 679 866 168 1941 354 3713 6548



Table F – Decadal Growth in Literacy Rate in Major Towns & Cities
City 1971 1981 1991 2001
Male Female Male Female Male Female Male Female
Bangalore 538984 369209 977492 710091 1599296 1221027 2383481 1956883
Kengeri     6139 3818 4122 3383 17405 14300
Ramnagaram 7822 5233 4505 6925 14944 11446 27359 22325
Channapatna 8543 5793 14050 9726 18015 14443 23205 20053
Kanakapura 5679 3201 3490 1768 11818 8408 17785 13324
Maddur 3031 1880 5005 3536 7006 5610 9739 8297
Malavalli 4045 2132 6689 4288 9171 6696 12705 10213
Mandya 12534 18257 30224 20534 42031 31978 51605 43849
Mysore 117978 82987 155543 118302 240382 195081 317951 273783
Bannur 2083 1543 8480 4327 4710 3627 7410 6189
Shrirangapatna 3723 2326 5386 3724 7344 5579 8793 7240
Pandavpura 2492 1411 4017 2662 5008 3775 6633 5565

MAPS








References
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