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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJLTEMAS</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Latest Technology in Engineering, Management &amp; Applied Science (IJLTEMAS)</journal-title>
        <abbrev-journal-title abbrev-type="publisher">IJLTEMAS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2278-2540</issn>
      <publisher>
        <publisher-name>IJLTEMAS</publisher-name>
      </publisher>
    </journal-meta>

    <article-meta>
      <!-- IDs -->
      <article-id pub-id-type="publisher-id">555</article-id>
            <article-id pub-id-type="doi">10.51583/IJLTEMAS.2026.151000036</article-id>
      
      <!-- Categories -->
            <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Environmental Management</subject>
        </subj-group>
      </article-categories>
      
      <!-- Title -->
      <title-group>
        <article-title>Spatio-Temporal Patterns of Traffic Flow in Nnewi Urban and their Implications for Urban Planning</article-title>
      </title-group>

      <!-- Authors -->
      <contrib-group>
                <contrib contrib-type="author">
                    <name>
            <surname>CA</surname>
            <given-names>Okonkwo</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
                <contrib contrib-type="author">
                    <name>
            <surname>FI</surname>
            <given-names>Ikegbunam</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
                <contrib contrib-type="author">
                    <name>
            <surname>PU</surname>
            <given-names>Igwe</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
                <contrib contrib-type="author">
                    <name>
            <surname>EI</surname>
            <given-names>Madukasi</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
                <contrib contrib-type="author">
                    <name>
            <surname>AU</surname>
            <given-names>Okonkwo</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
                <contrib contrib-type="author">
                    <name>
            <surname>IC</surname>
            <given-names>Ezeomedo</given-names>
          </name>
                              <aff>
            Environmental Management Department, Chukwuemeka Odumegwu Ojukwu University, Uli Campus, Anambra State Nigeria                        <country>Nigeria</country>
                      </aff>
                    
        </contrib>
              </contrib-group>

      <!-- Volume / Issue / Pages -->
            <volume>15</volume>
                  <issue>10</issue>
                        <fpage>437</fpage>
            <lpage>449</lpage>
            
      <!-- Dates -->
      <history>
                <date date-type="received">
          <day>16</day>
          <month>10</month>
          <year>2026</year>
        </date>
                        <date date-type="accepted">
          <day>22</day>
          <month>10</month>
          <year>2026</year>
        </date>
              </history>

            <pub-date pub-type="epub">
        <day>02</day>
        <month>11</month>
        <year>2026</year>
      </pub-date>
      
      <!-- DOI Self-URI -->
            <self-uri xlink:href="https://doi.org/10.51583/IJLTEMAS.2026.151000036"/>
      
      <!-- Keywords -->
            <kwd-group kwd-group-type="author">
                <kwd>traffic flow; spatio-temporal pattern; Nnewi; traffic zones; peak hour; modal choice; urban planning; transport planning</kwd>
              </kwd-group>
      
    </article-meta>
  </front>

  <!-- ============================================================ BODY (Abstract) -->
  <body>
        <sec>
      <title>Abstract</title>
      <p>Urban traffic in rapidly growing Nigerian cities is increasingly shaped by the spatial concentration of economic activities, residential areas, institutions and transport corridors. This study examined the spatio-temporal pattern of vehicular traffic flow in Nnewi Urban, Anambra State, with particular attention to four traditional traffic zones—Otolo, Uruagu, Umudim and Nnewichi—and considered the implications of the observed patterns for urban planning. The study relied primarily on field traffic counts conducted on four arterial roads: Igwe Orizu Road in Otolo, Ogbufo Road in Uruagu, Owerri Road in Umudim and Nnobi Road in Nnewichi. The traffic counts were averaged over three days and covered twelve hourly periods from 6:00 a.m. to 6:00 p.m. Route interviews (sample size n = 450) and questionnaire surveys (sample size n = 380) administered via systematic random sampling along major corridors provided data on travel behaviour, trip destinations and modal choices. Traffic volume counts were recorded manually in two-way directional flow by trained enumerators classified across thirteen distinct vehicle categories. The results show clear spatial differentiation in traffic intensity. Igwe Orizu Road recorded the highest 12-hour working-day flow of 21,850 vehicles, followed by Nnobi Road with 17,657, Ogbufo Road with 15,002 and Owerri Road with 13,494. The roads also exhibited multiple daily peaks or broad high-volume plateaus rather than a single conventional rush hour. Igwe Orizu Road peaked at 8:00–9:00 a.m. (1,888 veh/hr) and again at 5:00–6:00 p.m. (2,168 veh/hr); Ogbufo Road reached a plateau at 9:00–10:00 a.m. (1,319 veh/hr) and an evening peak at 5:00–6:00 p.m. (1,369 veh/hr); Owerri Road exhibited a late morning peak at 10:00–11:00 a.m. (1,316 veh/hr) and an evening maximum at 5:00–6:00 p.m. (1,354 veh/hr), with an off-peak minimum of 997 veh/hr at 11:00 a.m.–12:00 p.m.; while Nnobi Road reached its morning maximum at 9:00–10:00 a.m. (1,641 veh/hr) and its evening maximum at 5:00–6:00 p.m. (1,722 veh/hr). On-site vehicle-type counts revealed that commercial motorcycles and tricycles accounted for 52% of actual traffic flow, private cars 22%, mini-buses/taxis 18%, and heavy haulage vehicles 8%, whereas route interviews reflected a user modal preference of 40% motorcycles, 30% buses, 20% cars, and 10% haulage. Daily trips were strongly associated with commercial and industrial destinations, building-material and automobile-related markets, roadside activities, schools and the teaching hospital. The study argues that Nnewi's traffic problem is spatially differentiated and therefore requires zone-sensitive planning rather than a uniform city-wide response. Priority measures include coordinated land-use and transport planning, junction management, loading and unloading controls, improved public transport, selective one-way circulation, parking management and protection of road corridors from incompatible roadside activities.</p>
    </sec>
      </body>

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    <back>
    <ref-list>
      <title>References</title>
            <ref id="ref1">
        <label>1</label>
        <mixed-citation>Acheampong, R. A., &amp; Silva, E. A. (2015). Land use–transport interaction modeling: A review of the literature and future research directions. Journal of Transport and Land Use, 8(3), 11–38. https://doi.org/10.5198/jtlu.2015.806</mixed-citation>
      </ref>
            <ref id="ref2">
        <label>2</label>
        <mixed-citation>Adetunji, A. (2017). Urban mobility and traffic congestion in Nigerian cities: Insights from Lagos. Urban Studies, 54(10), 2388–2405. https://doi.org/10.1177/0042098016658539</mixed-citation>
      </ref>
            <ref id="ref3">
        <label>3</label>
        <mixed-citation>Alaigba, A. O., Soumah, M., &amp; Banjo, O. S. (2017). Heterogeneity index for the assessment of relationship between land use pattern and road traffic congestion in Apapa–Oworonshoki Expressway, Lagos Metropolis. Journal of Environmental Geography, 10(3–4), 11–20.</mixed-citation>
      </ref>
            <ref id="ref4">
        <label>4</label>
        <mixed-citation>Atomode, T. I. (2018). Influence of land use on urban freight traffic pattern in Lagos State, Nigeria. International Journal of Civil Engineering and Technology, 9(8), 1442–1453.</mixed-citation>
      </ref>
            <ref id="ref5">
        <label>5</label>
        <mixed-citation>Badoe, D. A., &amp; Miller, E. J. (2000). Transportation–land use interaction: Empirical findings in North America, and their implications for modeling. Transportation Research Part D: Transport and Environment, 5(4), 235–263. https://doi.org/10.1016/S1361-9209(99)00036-X</mixed-citation>
      </ref>
            <ref id="ref6">
        <label>6</label>
        <mixed-citation>Dur, F., &amp; Yigitcanlar, T. (2015). Assessing land-use and transport integration via a spatial composite indexing model. International Journal of Environmental Science and Technology, 12, 803–816. https://doi.org/10.1007/s13762-013-0476-9</mixed-citation>
      </ref>
            <ref id="ref7">
        <label>7</label>
        <mixed-citation>Echendu, I. F., Okeke, F., &amp; Nnaemeka-Okeke, R. C. (2020). An investigation of challenges in the existing pattern of intra-city traffic in Enugu metropolis. TeMA—Journal of Land Use, Mobility and Environment, 13(2), 191–208. https://doi.org/10.6092/1970-9870/6097</mixed-citation>
      </ref>
            <ref id="ref8">
        <label>8</label>
        <mixed-citation>Ewing, R., &amp; Cervero, R. (2017). Travel and the built environment: A meta-analysis. Journal of the American Planning Association, 83(1), 19–31. https://doi.org/10.1080/01944363.2017.1318983</mixed-citation>
      </ref>
            <ref id="ref9">
        <label>9</label>
        <mixed-citation>Geet, M. V., Lenferink, S., Arts, J., &amp; Leendertse, W. (2019). Understanding the ongoing struggle for land use and transport integration: Institutional incongruence in the Dutch national planning process. Transport Policy, 73, 84–100. https://doi.org/10.1016/j.tranpol.2018.09.011</mixed-citation>
      </ref>
            <ref id="ref10">
        <label>10</label>
        <mixed-citation>Ikegbunam, F. (2017). Urban transport challenges and traffic congestion in Nigeria: The Nnewi experience. International Journal of Urban Planning, 22(3), 187–202.</mixed-citation>
      </ref>
            <ref id="ref11">
        <label>11</label>
        <mixed-citation>Kanyepe, J., Tukuta, M., &amp; Chirisa, I. (2021). Land use and traffic congestion: A systematic review of empirical studies. International Journal of City and Urban Affairs, 5(1), 77–92. https://doi.org/10.25034/ijcua.2021.v5n1-6</mixed-citation>
      </ref>
            <ref id="ref12">
        <label>12</label>
        <mixed-citation>Kazaura, G., &amp; Burra, A. (2017). Land use change and traffic impact analysis (TIA) in planned urban areas in Tanzania. International Journal of Urban Planning, 25(4), 312–327.</mixed-citation>
      </ref>
            <ref id="ref13">
        <label>13</label>
        <mixed-citation>Liu, B., Cao, Y., Xu, Y., &amp; Li, J. (2022). Influence of traffic accessibility on land use based on Landsat imagery and internet map: A case study of the Pearl River Delta urban agglomeration. Journal of Urban Planning and Development, 148(1), 05021043. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000706</mixed-citation>
      </ref>
            <ref id="ref14">
        <label>14</label>
        <mixed-citation>Newman, P. W. G., &amp; Kenworthy, J. R. (1996). The land use—transport connection: An overview. Land Use Policy, 13, 1–22. https://doi.org/10.1016/0264-8377(95)00027-5</mixed-citation>
      </ref>
            <ref id="ref15">
        <label>15</label>
        <mixed-citation>Niu, F., Wang, F., &amp; Chen, M. (2019). Modelling urban spatial impacts of land-use/transport policies. Journal of Geographical Sciences, 29, 197–212. https://doi.org/10.1007/s11442-019-1614-2</mixed-citation>
      </ref>
            <ref id="ref16">
        <label>16</label>
        <mixed-citation>Okeke, F. O., Gyoh, L., &amp; Echendu, A. J. (2021). Assessing the impact of urban morphology on transportation planning and sustainable mobility in Enugu, Nigeria. Civil Engineering Journal, 7(8), 1362–1378. https://doi.org/10.28991/cej-2021-03091729</mixed-citation>
      </ref>
            <ref id="ref17">
        <label>17</label>
        <mixed-citation>Olayiwola, S. M. (2014). Urban socio-economic variables and intra-urban trips in Ogun State, Nigeria. Indonesian Journal of Geography, 46(1), 52. https://doi.org/10.22146/ijg.4990</mixed-citation>
      </ref>
            <ref id="ref18">
        <label>18</label>
        <mixed-citation>Shahgholian, K., &amp; Gharavian, D. (2018). Policy implications for traffic congestion management in urban areas. Transportation Research Part A: Policy and Practice, 117, 83–94. https://doi.org/10.1016/j.tra.2018.08.020</mixed-citation>
      </ref>
            <ref id="ref19">
        <label>19</label>
        <mixed-citation>Solanke, M. O. (2015). Spatial pattern and organisational structure of intra-urban trips in Ogun State. Ethiopian Journal of Environmental Studies and Management, 8(1), 13. https://doi.org/10.4314/ejesm.v8i1.2</mixed-citation>
      </ref>
            <ref id="ref20">
        <label>20</label>
        <mixed-citation>Umoren, V., &amp; Akpan, I. (2016). Changing land use and traffic congestion in Calabar Municipality, Nigeria. International Journal of Scientific Studies, 4(6), 102–112.</mixed-citation>
      </ref>
            <ref id="ref21">
        <label>21</label>
        <mixed-citation>Umoren, V., &amp; Akpan, I. (2023). Land use dynamics and urban traffic congestion in Calabar Municipality, Nigeria. Journal of Urban and Regional Planning, 8(2), 45–59.</mixed-citation>
      </ref>
            <ref id="ref22">
        <label>22</label>
        <mixed-citation>Wang, Y., Yu, M., Ma, X., &amp; Xing, Y. (2018). Urban traffic flow spatio-temporal characteristics and correlation with built environment in Shenyang, China. Journal of Urban Planning and Development, 144(2), 04018003. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000431</mixed-citation>
      </ref>
            <ref id="ref23">
        <label>23</label>
        <mixed-citation>Wee, B. V. (2002). Land use and transport: Research and policy challenges. Journal of Transport Geography, 10, 259–271. https://doi.org/10.1016/S0966-6923(02)00008-8</mixed-citation>
      </ref>
            <ref id="ref24">
        <label>24</label>
        <mixed-citation>Wegener, M. (2004). Overview of land-use transport models. In D. A. Hensher &amp; K. J. Button (Eds.), Handbook of Transport Geography and Spatial Systems (Vol. 5, pp. 127–146). Elsevier / Emerald Group Publishing..</mixed-citation>
      </ref>
            <ref id="ref25">
        <label>25</label>
        <mixed-citation>Wegener, M., &amp; Fürst, F. (1999). Land-use transport interaction: State of the art. IRPUD Working Paper 148, Institute of Spatial Planning, University of Dortmund</mixed-citation>
      </ref>
            <ref id="ref26">
        <label>26</label>
        <mixed-citation>Wen, T.-H., Chin, W.-C.-B., &amp; Lai, P.-C. (2017). Understanding the topological characteristics and flow complexity of urban traffic congestion. Physica A: Statistical Mechanics and its Applications, 473, 166–177. https://doi.org/10.1016/j.physa.2017.01.035</mixed-citation>
      </ref>
            <ref id="ref27">
        <label>27</label>
        <mixed-citation>Zhang, Y., Thomas, T., &amp; Branson, G. (2017). Land-use and traffic congestion analysis using real-time traffic and points-of-interest data in Beijing. Transportmetrica A: Transport Science, 13(8), 698–719. https://doi.org/10.1080/23249935.2017.1322588</mixed-citation>
      </ref>
          </ref-list>
  </back>
  
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