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  <front>
    <journal-meta id="journal-meta-7503b8cebbfc4cf3a7e17f54957b8796">
      <journal-id journal-id-type="nlm-ta">Sciresol</journal-id>
      <journal-id journal-id-type="publisher-id">Sciresol</journal-id>
      <journal-id journal-id-type="journal_submission_guidelines">http://ugit.net/publication_fsjoaj3qdho/geographical-analysis_su-zbsigk49/</journal-id>
      <journal-title-group>
        <journal-title>Geographical Analysis</journal-title>
      </journal-title-group>
      <issn publication-format="electronic">XXXX-XXXX</issn>
      <issn publication-format="print"/>
    </journal-meta>
    <article-meta id="article-meta-edc59a8cb99847c390dd02f0c0a7f824">
      <article-id pub-id-type="doi">10.53989/bu.ga.v7i1.7</article-id>
      <article-categories>
        <subj-group>
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title id="article-title-adbccbc9c756491e81313b585be6e543">Urban indicators and its correlation in the municipal wards of Neyyattinkara, Kerala</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid"/>
          <name id="n-3640f8bd67d2">
            <surname>Lancelet</surname>
            <given-names>T S</given-names>
          </name>
          <xref id="x-226d407c996c" rid="a-b727f0f5cece" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid"/>
          <name id="n-f4638931e3a1">
            <surname>Gopika</surname>
            <given-names>U R</given-names>
          </name>
          <xref id="x-0807e1aaeb82" rid="a-b727f0f5cece" ref-type="aff">1</xref>
        </contrib>
        <aff id="a-b727f0f5cece">
          <institution>Department of Geography, Sreesankaracharya university of Sanskrit</institution>
          <country>kalady</country>
        </aff>
      </contrib-group>
      <volume>7</volume>
      <issue>1</issue>
      <firstpage>33</firstpage>
      <permissions>
        <copyright-year>2018</copyright-year>
      </permissions>
      <abstract id="abstract-abstract-title-31bbcf4259db4aceb5995a5105d158ba">
        <title id="abstract-title-31bbcf4259db4aceb5995a5105d158ba">Abstract</title>
        <p id="paragraph-eaf67bf6cc36444fbee8d7decafadece">The studies on urban sprawling are mainly concentrated on the growing indicators of development of a region. Housing density, Population density, Road networks are the important driving factors behind the expansion of urban land in the study area. Such rapid expansion of urban land in the municipal wards demands more quality land for road networks, housing, and other amenities. Proper identification of demanding centers(municipal wards) in the towns may help to adopt new urban policies to the growing needs of the society. The present study focuses on the urban sprawl of Neyyattinkara municipal wards and it is influencing factors such as the density of the road network, house density, and population density. </p>
      </abstract>
      <kwd-group id="kwd-group-cb3cfc142dbb4379b92f6d0291bb79fb">
        <title>Keywords</title>
        <kwd>Urban sprawl</kwd>
        <kwd>urban indicators</kwd>
        <kwd>road density</kwd>
        <kwd>house density</kwd>
        <kwd>urban development</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>None</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title id="title-01f9213972854ac9ac49a251203a7771">Introduction</title>
      <p id="paragraph-c38b478a08ca4fca8fcfcbf4a2be2c86">The state of Kerala has a huge growth of urban Population which was increased sharply during the period 2001-2019. The major reason for urban growth in the state is the tremendous rate of increase in the number of wards in the municipal towns. The rates of development in municipal towns are found to be positively correlated to the level of urban spread which demands more investment in infrastructure. Such growing centers should be identified with sprawling matrixes and it may help to meet their increasing demand. The process of urban spread may result in an increase in urbanization problems like unemployment, transportation costs and energy consumption, lack of social services, and increasing crime rate. These emerging built-up areas are facing sanitation problems including drainage problems, disposal of solid waste and sewage water, lack of safe drinking water, housing problems, etc. Proper identification of demanding centers (municipal wards) in the towns may help to adopt new urban policies in to the growing needs of the society.</p>
      <p id="paragraph-16d7a6ded5d9462a84cdf3e3ebb4a9be">The studies on urban sprawling are mainly concentrated on the growing indicators of development of a region. The intensity of population density, population sprawl, and urban development status and further needs to be identified as a spatial weight matrix. Housing density, Population density, Road networks are the important driving factors behind the expansion of urban land in the study area. Such rapid expansion of urban land in the municipal wards demands more quality land for road networks, housing, and other amenities. The Insufficient density of roads in the towns may be led to slow settlement growth and harm urban developmental activities. These sprawling urban forms reach from</p>
      <p id="paragraph-0912352b996642d09e46b5ae59d7057d">The present study focuses on the urban sprawl of Neyyattinkara municipal wards and it's influencing factors such as the density of the road network, house density, and population density.</p>
      <sec>
        <title id="t-130b9404317a">Study area</title>
        <p id="paragraph-35be22d2e5624b0fb5481be76f216714">Neyyattinkara means the land (shore) of the Neyyar River has an area of 28 .78 sq. with a total population of 70850**. Most of the urban population lives within the 44 wards of the municipality. It has an average elevation of 26 metres and it is sandwiched between the Western Ghats and the Arabian Sea. As per the specification given by the Department of soil survey and conservation, the soil type of this area is indicated as red to yellowish-red, very strongly to extremely acid, clay loam to gravelly clay type. General Land use of Neyyattinkara Municipality shows mixed crops, a settlement with mixed trees, built up and plantations. As per the 2011 census, out of 17321 workers 5397 people are employed in the tertiary or secondary sector and only 537 workers are in the agricultural field.</p>
        <table-wrap id="tw-c0fa2b782940" orientation="portrait">
          <label>Table 1</label>
          <caption id="c-7a097d3c45c7">
            <title id="t-aca92e5d302d">Comparison of demographic data of Neyyattinkara municipal town with Trivandrum district and Kerala State (2011).</title>
          </caption>
          <table id="table-1" rules="rows">
            <colgroup>
              <col width="21.89"/>
              <col width="27.490000000000002"/>
              <col width="25.619999999999997"/>
              <col width="25"/>
            </colgroup>
            <tbody id="table-section-1">
              <tr id="table-row-1">
                <td id="table-cell-1" align="left">
                  <p id="paragraph-2845b4fff408"/>
                </td>
                <td id="table-cell-2" align="left">
                  <p id="p-f829b078608e">Neyyattinkara town</p>
                </td>
                <td id="table-cell-3" align="left">
                  <p id="p-e3d8d102849f">Trivandrum District</p>
                </td>
                <td id="table-cell-4" align="left">
                  <p id="paragraph-3">Kerala state</p>
                </td>
              </tr>
              <tr id="table-row-2">
                <td id="table-cell-5" align="left">
                  <p id="paragraph-4">Total population</p>
                </td>
                <td id="table-cell-6" align="left">
                  <p id="paragraph-5">70850</p>
                </td>
                <td id="table-cell-7" align="left">
                  <p id="paragraph-6">7,43,691</p>
                </td>
                <td id="table-cell-8" align="left">
                  <p id="paragraph-7">33,406,061</p>
                </td>
              </tr>
              <tr id="table-row-3">
                <td id="table-cell-9" align="left">
                  <p id="paragraph-8">Male </p>
                </td>
                <td id="table-cell-10" align="left">
                  <p id="paragraph-9">34,513</p>
                </td>
                <td id="table-cell-11" align="left">
                  <p id="paragraph-10">361,994</p>
                </td>
                <td id="table-cell-12" align="left">
                  <p id="paragraph-11">16,027,412</p>
                </td>
              </tr>
              <tr id="table-row-4">
                <td id="table-cell-13" align="left">
                  <p id="paragraph-12">Female </p>
                </td>
                <td id="table-cell-14" align="left">
                  <p id="paragraph-13">36,337</p>
                </td>
                <td id="table-cell-15" align="left">
                  <p id="paragraph-14">381,697</p>
                </td>
                <td id="table-cell-16" align="left">
                  <p id="paragraph-15">17,378,649</p>
                </td>
              </tr>
              <tr id="table-row-5">
                <td id="table-cell-17" align="left">
                  <p id="paragraph-16">Literacy </p>
                </td>
                <td id="table-cell-18" align="left">
                  <p id="paragraph-17">93.52%</p>
                </td>
                <td id="table-cell-19" align="left">
                  <p id="paragraph-18">95.10%</p>
                </td>
                <td id="table-cell-20" align="left">
                  <p id="paragraph-19">94%</p>
                </td>
              </tr>
              <tr id="table-row-6">
                <td id="table-cell-21" align="left">
                  <p id="paragraph-20">Male </p>
                </td>
                <td id="table-cell-22" align="left">
                  <p id="paragraph-21">95.51%</p>
                </td>
                <td id="table-cell-23" align="left">
                  <p id="paragraph-22">96.51%</p>
                </td>
                <td id="table-cell-24" align="left">
                  <p id="paragraph-23">96.11%</p>
                </td>
              </tr>
              <tr id="table-row-7">
                <td id="table-cell-25" align="left">
                  <p id="paragraph-24">Female </p>
                </td>
                <td id="table-cell-26" align="left">
                  <p id="paragraph-25">91.65%</p>
                </td>
                <td id="table-cell-27" align="left">
                  <p id="paragraph-26">93.78%</p>
                </td>
                <td id="table-cell-28" align="left">
                  <p id="paragraph-27">92.07%</p>
                </td>
              </tr>
              <tr id="table-row-8">
                <td id="table-cell-29" align="left">
                  <p id="paragraph-28">Sex ration </p>
                </td>
                <td id="table-cell-30" align="left">
                  <p id="paragraph-29">1053</p>
                </td>
                <td id="table-cell-31" align="left">
                  <p id="paragraph-30">1054</p>
                </td>
                <td id="table-cell-32" align="left">
                  <p id="paragraph-31">1084</p>
                </td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn-group>
              <fn id="f-2ba1b666ad8f">
                <p id="p-aa6abab0acc9">(Source: Census of India, 2011) </p>
              </fn>
            </fn-group>
          </table-wrap-foot>
        </table-wrap>
        <p id="paragraph-d571207dc55a40f792360a6593cd4df0">The demographic characteristics are well explained in the above table and show that the study area is keeping all most equal status to district and state level. Regarding transportation, it is well-connected to the capital city of 20 km away, through regular bus services operated by KSRTC and has a rail facility in the Mangalore- Trivandrum - Kanyakumari route. The nearest airport is Trivandrum International Airport, which is 23 km from the town.</p>
      </sec>
      <sec>
        <title id="t-5a2b764bfe58">Objective</title>
        <p id="paragraph-edb23ab8481148f8b7539346b5fbca75">The present study focuses on the urban sprawl of Neyyattinkara municipal wards and its influencing factors such as the density of the road network, house density, and population density. </p>
      </sec>
    </sec>
    <sec>
      <title id="title-45558da410e8469a889d53672f56ef92">Materials and Methods</title>
      <p id="paragraph-98f213ba8952499e9dbb429c4cd96985">The data analysis with census information overtime from some m 2001-2011 was done by using Microsoft Excel. The population data and household data are collected from 1951 to 2011 census handbooks. A road density map was generated by using the kernel density method for spatial analysis. The correlation of matrix analysis for the municipal wards is restricted to the period of 2011 -2019 by considering a jurisdictional change. The post analysis was done using Arc GIS 10.2 tools. All the output is represented in maps and tables.</p>
    </sec>
    <sec>
      <title id="title-940cd7d6ecdf4e518b4dee19a1fa5d4f">Results and Discussion</title>
      <p id="paragraph-09ed72d6898345c6945326774ae95e14">The study envisages that there is a strong relationship between urban growth, population density, house density, and road density in Neyyattinkara municipality. Analysis of the expansion of transport infrastructure is strongly correlated with population growth; spatial expansion and land-use change and house density. On the contrary, expansion of spatial land use, development of residential areas, and population growth is catalyzed by the expansion of transport infrastructure. </p>
      <table-wrap id="tw-241e0b8421f5" orientation="portrait">
        <label>Table 2</label>
        <caption id="c-da182f8d8f29">
          <title id="t-0ceb276aa0ca"><bold id="s-86f61f42efa3"/><bold id="s-4f972049d19e"/>The result of correlation indicators in detail</title>
        </caption>
        <table id="t-86926eb87cc7" rules="rows">
          <colgroup>
            <col width="37.14000000000001"/>
            <col width="62.86"/>
          </colgroup>
          <tbody id="ts-eff5f69455b4">
            <tr id="tr-63da374eaa25">
              <td id="tc-2c25283b7360" align="left">
                <p id="paragraph-96be723a991d"/>
              </td>
              <td id="tc-cea594de5f8a" align="left">
                <p id="p-df49862191d6">Name of Municipal Wards</p>
              </td>
            </tr>
            <tr id="tr-d45f5e5fa214">
              <td id="tc-c7929426ef6d" align="left">
                <p id="p-0dadcb99c7ea">High</p>
              </td>
              <td id="tc-550cc9fc437f" align="left">
                <p id="p-0c062114cafe">Koottapana and Parts of Thavaravila</p>
              </td>
            </tr>
            <tr id="tr-daacae2ed390">
              <td id="tc-f46efe7af485" align="left">
                <p id="p-8faa34166f57">Secondary correlated wards / secondary concentration zone.</p>
              </td>
              <td id="tc-e97ea77ad827" align="left">
                <p id="p-ca63f3a0e25e">Thavaravila, Alumood, Fort, Ooruttukala, Maruthathoor, parts of Kollavamvila, Irumpil, Kalathuvila, Punnakadu, Permpazhuthoor, Thozhukkal, Krishnapuram, aralumood, Vazhimukk and Town ward</p>
              </td>
            </tr>
            <tr id="tr-5e3c0d097857">
              <td id="tc-9989a9c98190" align="left">
                <p id="p-9f502dbaffa8">Tertiary correlated wards / tertiary concentration zone </p>
              </td>
              <td id="tc-64da0e49a562" align="left">
                <p id="p-a057b1e6d97f">Manaloor, Kavalakulam, Punnagattukari, Nilamel, Pallivilakam, Chaikottukonam, Narayanapuram, Vazhuthoor, Irumpil, Manaloor, Vlangamuri, Thozhukkal, Elavanikkara, Mullaravila, Alampotta, Vadakod, Athiyannor, some parts of Muttakadu, Punnakadu, Permpazhuthoor, and Kalathuvila.</p>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p id="paragraph-e3517507397b4424898b92e000edc269">The highest population density occurs in the wards koottapana ward due to the availability of the intense road network, besides it is having high road density and house density. House density status is also high in two wards of Koottapana and Thavaravila, due to the availability of urban amenities, road connectivity, and religious and pilgrim centers. The highest road density is identified in the central part of the municipality of Koottapana, Town, Alumood and parts of Thavaravila and Aralummoodu. Here the road density ranges from 0-26.15 sq.km. The study also highlights the major effect of transport networks on the spatial expansion of land-use change. Highways and main roads are found to have a greater effect on spatial expansion with secondary roads. Statistical and cartographic analyzes have provided considerable details on the spatial-temporal relationship between urban growth and population density, house density, and transport.</p>
      <fig id="figure-66e74cbb56e14e64b160af0715855cde" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 1 </label>
        <caption id="caption-926e777a2b304692b9f60bbd78acbb61">
          <title id="title-8577c5503d28418fa063a071b5a2e463"><bold id="strong-948a016036ad4af9b77fbf01a603f216"/>Correlation between house density and road density </title>
        </caption>
        <graphic id="graphic-32a525c449294724a39171822276677f" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/828353d0-1355-4fde-a8ce-a685ad3bf875image1.jpeg"/>
      </fig>
      <p id="paragraph-6b31c9d19f1841828bcea79fbebcac06"/>
      <fig id="f-4fe68b8a7d04" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 2 </label>
        <caption id="c-b3088c1900c4">
          <title id="t-cd6effc629ff">Correlation between population density and road density</title>
        </caption>
        <graphic id="g-da0179a16919" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/87671ff6-0840-41d0-bd92-c2d7fb4b13f7/image/bd8ba699-e9bd-4215-8f3b-19774979fd53-uimage.png"/>
      </fig>
      <p id="p-498dc525ef78"/>
      <fig id="f-68548374eb50" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 3 </label>
        <caption id="c-43cba09ac0dd">
          <title id="t-3faf933a4d89">Correlation between population density and house density</title>
        </caption>
        <graphic id="g-aabd60e3d303" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/87671ff6-0840-41d0-bd92-c2d7fb4b13f7/image/bd689c2d-5090-4676-9aff-b08834c17b94-uimage.png"/>
      </fig>
      <p id="p-d4f0b67c75c6"/>
      <fig id="f-e583047cae01" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 4 </label>
        <caption id="c-47f41edbf694">
          <title id="t-bd6a89cc79de">Correlation of all metrics</title>
        </caption>
        <graphic id="g-4e2cdee6da7b" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/87671ff6-0840-41d0-bd92-c2d7fb4b13f7/image/38ef25f2-2940-41f1-9ed1-8f1902067f51-uimage.png"/>
      </fig>
    </sec>
    <sec>
      <title id="title-0cc97a681b3e4afbbe271467349ad7ca">Conclusion</title>
      <p id="paragraph-38c294d1ac964fd6b7a716d045e813b0">The study envisages that there is a strong relationship between urban growth, population density, house density, and road density in Neyyattinkara municipality. The highest population density occurs in the wards koottapana ward due to the availability of the intense road network, besides it is having high road density and house density. The study also highlights the major effect of transport networks on the spatial expansion of land-use change.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="R101898421527967">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Aljoufie</surname>
              <given-names>M</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>urban growth and transport: understanding the spatial temporal relationship</article-title>
          <source>WIT Transactions on The Built Environment</source>
          <year>2011</year>
          <volume>116</volume>
        </element-citation>
      </ref>
      <ref id="R101898421527962">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Berkley</surname>
              <given-names>Almeida</given-names>
            </name>
            <collab/>
          </person-group>
          <person-group person-group-type="editor"/>
          <source>A GIS Assessment of Urban Sprawl in Richmond, Virginia</source>
          <year>2005</year>
        </element-citation>
      </ref>
      <ref id="R101898421527963">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name>
              <surname>Basudeb</surname>
              <given-names>Bhatta</given-names>
            </name>
            <collab/>
          </person-group>
          <person-group person-group-type="editor"/>
          <source>Analysis of Urban Growth and Sprawl from Remote Sensing Data</source>
          <publisher-name>Springer-Verlag</publisher-name>
          <publisher-loc>Berlin Heidelberg</publisher-loc>
          <year>2010</year>
        </element-citation>
      </ref>
      <ref id="R101898421527964">
        <element-citation publication-type="misc">
          <person-group person-group-type="author">
            <name>
              <surname>Brian</surname>
              <given-names> Bwanika</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Temporal and spatial patterns of urban sprawl and their implications on environmental planning in Mbarara Municipality</article-title>
          <year>2016</year>
        </element-citation>
      </ref>
      <ref id="R101898421527961">
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <collab/>
          </person-group>
          <person-group person-group-type="editor"/>
          <article-title>District Census Handbook, Thiruvananthapuram, Part XII- A, Village and Town Directory, Directorate of Census Operations, Kerala</article-title>
          <publisher-loc>Kerala</publisher-loc>
          <year>2011</year>
        </element-citation>
      </ref>
      <ref id="R101898421527965">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ewing</surname>
              <given-names>Reid</given-names>
            </name>
            <collab/>
          </person-group>
          <article-title>Is Los Angeles-Style Sprawl Desirable?</article-title>
          <source>Journal of the American Planning Association</source>
          <year>1997</year>
          <volume>63</volume>
          <issue>1</issue>
          <fpage>107</fpage>
          <lpage>126</lpage>
          <issn>0194-4363, 1939-0130</issn>
          <publisher-name>Informa UK Limited</publisher-name>
          <uri>https://dx.doi.org/10.1080/01944369708975728</uri>
        </element-citation>
      </ref>
      <ref id="R101898421527966">
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Abdelkader</surname>
              <given-names> Garouani El</given-names>
            </name>
            <collab/>
            <etal/>
          </person-group>
          <article-title>the analysis of urban growth and sprawl from remote sensing data: case study of Fez</article-title>
          <source>International journal of sustainable built environment</source>
          <year>2017</year>
          <volume>6</volume>
          <fpage>160</fpage>
          <lpage>169</lpage>
        </element-citation>
      </ref>
    </ref-list>
  </back>
</article>
