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Evaluation of Land Cover Dynamics and Landscape Fragmentation in Ijebu Ode, Nigeria

Journal of Applied Science and Technology Trends

Abstract

Landscape fragmentation has been found to be a major consequence of urbanization and land use/cover (LULC) changes. Thus, this study analyzed the spatiotemporal land use/land cover changes in Ijebu Ode, Nigeria, between 1986 and 2021. This is with a view to assessing the pattern of landscape fragmentation in the study area. The study used data obtained through a Global Positioning System (GPS) receiver and satellite imagery (Landsat 5 MSS/TM, 1986; Landsat 7 ETM+, 2000 and 2014; and Landsat 8 OLI/TIR, 2021). The data were analyzed using spatial landscape metrics. Results indicated that Ijebu Ode has witnessed a dramatic increase in built-up areas between 1986 and 2000 by 11.03%, 2000 to 2014 (65.24%), and 2014 to 2021 by 131.25%. Expansion of the built-up area was aided by reductions in bare land (1986 to 2000, 15.78%; 2014 to 2021, 98.27%), and the cultivated area by 47.74% between 1986 and 2014. Landscape metrics were estimated over the four epochs of the study. The results revealed that most of the metrics suggest similar trends over the entire period of study. However, the Largest Patch Index (LPI), Landscape Shape Index (LSI) and Normalized Landscape Shape Index (NLSI) were useful in capturing the spatio-temporal variations in landscape transformation. Also, Class Area (CA) was useful to show the degree of land cover change. The study concluded that the location of spatial structures influenced the landscape patterns and urbanization processes in the study area. Hence, the study recommended regular monitoring of the expansion of the built-up area to check for imminent urban sprawl in the study area.

Keywords

land use, landscape fragmentation, spatial metrics, landscape pattern, Ijebu Ode

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References

  1. M. Y. Onanuga, A. O. Eludoyin, and I. E. Ofoezie, "Urbanization and its effects on land and water resources in Ijebuland, southwestern Nigeria," Environment, Development and Sustainability, vol. 24, no. 1, pp. 592-616, 2022 2022.
  2. M. Calderon-Loor, M. Hadjikakou, and B. A. Bryan, "High-resolution wall-to-wall land-cover mapping and land change assessment for Australia from 1985 to 2015," Remote Sensing of Environment, vol. 252, pp. 112-148, 2021 2021.
  3. A. Tariq, H. Shu, S. Siddiqui, M. Imran, and M. Farhan, "Monitoring Land Use and Land Cover Changes Using Geospatial Techniques, A Case Study of Fateh Jang, Attock, Pakistan," Geography, Environment, Sustainability, vol. 14, no. 1, pp. 41-52, 2021 2021.
  4. Y. T. Mustafa, "Satellite Remote Sensing for Spatio-Temporal Estimation of Leaf Area Index in Heterogeneous Forests," International Journal of Environmental Protection, vol. 3, no. 4, p. 10, 2013.
  5. Y. T. Mustafa, "Multi-temporal satellite data for land use/cover (LULC) change detection in Zakho, Kurdistan Region-Iraq," Environmental Remote Sensing and GIS in Iraq, pp. 161-180, 2020.
  6. A. Rash, Y. Mustafa, and R. Hamad, "Quantitative assessment of Land use/land cover changes in a developing region using machine learning algorithms: A case study in the Kurdistan Region, Iraq," Heliyon, vol. 9, no. 11, p. e21253, 2023/11/01/ 2023, doi: https://doi.org/10.1016/j.heliyon.2023.e21253.
  7. G. Gutman et al., "Towards monitoring land-cover and land-use changes at a global scale: The Global Land Survey 2005," Photogrammetric Engineering and Remote Sensing, vol. 74, no. 1, pp. 6-10, 2008 2008.
  8. J. S. Rawat and M. Kumar, "Monitoring land use/cover change using remote sensing and GIS techniques: A case study of Hawalbagh block, district Almora, Uttarakhand, India," The Egyptian Journal of Remote Sensing and Space Science, vol. 18, no. 1, pp. 77-84, 2015 2015.
  9. M. J. Faruque et al., "Monitoring of land use and land cover changes by using remote sensing and GIS techniques at human-induced mangrove forests areas in Bangladesh," Remote Sensing Applications: Society and Environment, vol. 25, p. 100699, 2022 2022.
  10. I. S. Khurshed, Y. T. Mustafa, and M. A. Fayyadh, "Assessing Spatial Patterns of Surface Soil Moisture and Vegetation Cover in Batifa, Kurdistan Region-Iraq: Machine Learning Approach," IEEE Access, vol. 11, pp. 130406-130417, 2023.
  11. C. Liping, S. Yujun, and S. Saeed, "Monitoring and predicting land use and land cover changes using remote sensing and GIS techniques – A case study of a hilly area, Jiangle, China," PloS one, vol. 13, no. 7, p. e0200493, 2018 2018.
  12. N. R. Khwarahm, "Spatial modeling of land use and land cover change in Sulaimani, Iraq, using multitemporal satellite data," Environmental Monitoring and Assessment, vol. 193, no. 3, pp. 1-18, 2021 2021.
  13. N. R. Khwarahm, P. M. Najmaddin, K. Ararat, and S. Qader, "Past and future prediction of land cover land use change based on earth observation data by the CA–Markov model: a case study from Duhok governorate, Iraq," Arabian Journal of Geosciences, vol. 14, no. 15, pp. 1-14, 2021 2021.
  14. Y. T. Mustafa, R. T. Ali, and R. M. Saleh, "Monitoring and evaluating land cover change in the Duhok city, Kurdistan region-Iraq, by using remote sensing and GIS," International Journal of Engineering Inventions, vol. 1, no. 11, pp. 28-33, 2012.
  15. M. K. Leta, T. A. Demissie, and J. Tränckner, "Modeling and prediction of land use land cover change dynamics based on land change modeler (Lcm) in nashe watershed, upper blue nile basin, Ethiopia," Sustainability, vol. 13, no. 7, p. 3740, 2021 2021.
  16. V. N. Mishra, P. K. Rai, R. Prasad, M. Punia, and M. M. Nistor, "Prediction of spatio-temporal land use/land cover dynamics in rapidly developing Varanasi district of Uttar Pradesh, India, using geospatial approach: a comparison of hybrid models," Applied Geomatics, vol. 10, no. 3, pp. 257-276, 2018 2018.
  17. J. Wang, M. Bretz, M. A. A. Dewan, and M. A. Delavar, "Machine learning in modelling land-use and land cover- change (LULCC): Current status, challenges and prospects," Science of The Total Environment, vol. 153559, 2022 2022.
  18. H. Li and J. Wu, "Use and misuse of landscape indices," Landscape Ecology, vol. 19, pp. 389–399, 2004 2004.
  19. A. Kaminski, D. M. Bauer, K. P. Bell, C. S. Loftin, and E. J. Nelson, "Using landscape metrics to characterize towns along an urban-rural gradient," Landscape Ecology, vol. 36, no. 10, pp. 2937-2956, 2021 2021.
  20. E. L. M. ?. Mohammadreza, A. Rouhani, and E. Keshavarz, "Landscape Metrics for Urbanization and Urban Land-Use Change Monitoring from Remote Sensing Images: A case of Shiraz Metropolis, Iran," International Journal of Earth Sciences Knowledge and Applications, vol. 4, no. 1, pp. 43-50, 2022 2022.
  21. K. McGarigal and B. J. Marks, "FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure," US Department of Agriculture, Forest Service, Pacific Northwest Research Station, 1995 1995. [Online]. Available: http://dx.doi.org/10.2737/PNW-GTR-351
  22. S. K. Singh, P. K. Srivastava, S. Szabó, G. P. Petropoulos, M. Gupta, and T. Islam, "Landscape transform and spatial metrics for mapping spatiotemporal land cover dynamics using Earth Observation data-sets," Geocarto International, vol. 32, no. 2, pp. 113-127, 2017 2017.
  23. M. H. Hesselbarth, M. Sciaini, K. A. With, K. Wiegand, and J. Nowosad, "Landscape metrics: An open?source R tool to calculate landscape metrics," Ecography, vol. 42, no. 10, pp. 1648-1657, 2019 2019.
  24. S. Das and D. P. Angadi, "Assessment of urban sprawl using landscape metrics and Shannon’s entropy model approach in town level of Barrackpore sub-divisional region, India," Modeling Earth Systems and Environment, vol. 7, no. 2, pp. 1071-1095, 2021 2021.
  25. J. Ai, L. Yang, Y. Liu, K. Yu, and J. Liu, "Dynamic Landscape Fragmentation and the Driving Forces on Haitan Island, China," Land, vol. 11, no. 1, p. 136, 2022 2022, doi: 10.3390/land11010136.
  26. Y. T. Mustafa and D. R. Ismail, "Land use land cover change in Zakho District, Kurdistan Region, Iraq: past, current and future," in 2019 International Conference on Advanced Science and Engineering (ICOASE), 2019: IEEE, pp. 141-146.
  27. S. Simons, "Land fragmentation in developing countries: the optimal choice and policy implications," Explorations in Economic History, vol. 25, pp. 254-262, 1988 1988.
  28. M. Hartvigsen, "Land reform and land fragmentation in Central and Eastern Europe," Land use policy, vol. 36, pp. 330-341, 2014 2014.
  29. S. K. Singh, A. C. Pandey, and D. Singh, "Land use fragmentation analysis using remote sensing and Fragstats," pp. 151-176, 2014 2014.
  30. P. Ciaian, F. Guri, M. Rajcaniova, D. Drabik, and S. G. y Paloma, "Land fragmentation and production diversification: A case study from rural Albania," Land use policy, vol. 76, pp. 589-599, 2018 2018.
  31. A. M. Olayiwola and O. Fakayode, "Landscape Metrics Analysis of Landuse Patterns and Changes in Suburban Local Government Areas of Ibadan, Nigeria," South African Journal of Geomatics, vol. 8, no. 2, pp. 209-220, 2019 2019.
  32. C. Bertram, J. Goebel, C. Krekel, and K. Rehdanz, "Urban land use fragmentation and human wellbeing," Land Economics, 2021 2021.
  33. Z. Abbas, Z. Zhu, and Y. Zhao, "Spatiotemporal analysis of landscape pattern and structure in the Greater Bay Area, China," Earth Science Informatics, pp. 1-16, 2022 2022, doi: 10.1007/s12145-022-00782-y.
  34. H. S. Khalaf, Y. T. Mustafa, and M. A. Fayyadh, "Digital mapping of soil organic matter in northern Iraq: Machine learning approach," Applied Sciences, vol. 13, no. 19, p. 10666, 2023.
  35. H. O. Bakare, M. O. Oke, M. O. Bankole, and B. O. Komolafe, "Spatio-temporal analysis of wetland ecology of Ijebu-Ode, Southwest Nigeria," COLERM Proceedings, vol. 1, pp. 207-215, 2012 2012.
  36. A. L. Mabogunje and R. W. Kate, "Sustainable Development in Ijebu Ode, Nigeria: The role of social capital, participation and science and technology," CCID Working Paper Series, no. 102, 2004 2004.
  37. A. O. Fahm, "Ijebu Ode’s Ojude Oba Festival: Cultural and Spiritual Significance," SAGE Open, vol. 5, no. 1, pp. 1-11, 2015 2015, doi: 10.1177/2158244015574640.
  38. A. Abimbola, "Ife Origin Influence in the History of Ijebu People of South-Western Nigeria," Africa Research Review, vol. 5, no. 5, pp. 13-24, 2011 2011.
  39. J. O. Adejuwon and Y. G. Agundiminegha, "Impact of climate variability on cassava yield in the humid forest agro-ecological zone of Nigeria," Journal of Applied Sciences and Environmental Management, vol. 23, no. 5, pp. 903-908, 2019 2019.
  40. A. Oluwatobi and O. Oluwakemi, "Analysis of Trend and Variability of Atmospheric Temperature in Ijebu-Ode, Southwest Nigeria," African Journal of Geo-Science Research, vol. 4, no. 2, pp. 09-12, 2016 2016.
  41. J. A. Fayemi, "Effects of Climate Change and Global Warming on Sustainable Development and Socio-Economic Life of Ijebu-Ode Indigenes of Nigeria," Journal of Sustainable Development in Africa, vol. 22, no. 1, pp. 95-103, 2020 2020.
  42. A. A. Ezekiela, I. A. Ajibefunb, T. N. Akinnirana, and F. Ogunwole-Olapadea, "Economic Value of Crop Productivity Biodiversity in Ijebu Ode Agricultural Zone of Ogun State, Nigeria," Sociology, vol. 6, no. 2, pp. 111-123, 2016 2016.
  43. T. Lillesand, R. W. Kiefer, and J. Chipman, Remote sensing and image interpretation. John Wiley & Sons, 2015.
  44. Y. Cheng, Z. Jia, H. Lai, J. Yang, and N. K. Kasabov, "A fast sand-dust image enhancement algorithm by blue channel compensation and guided image filtering," IEEE Access, vol. 8, pp. 196690-196699, 2020 2020, doi: 10.1109/ACCESS.2020.3034151.
  45. J. A. Richards, Supervised Classification Techniques. Springer, Cham, 2022.
  46. R. G. Congalton and K. Green, Assessing the accuracy of remotely sensed data: principles and practices. CRC Publishers, 2019.
  47. V. N. Mishra, P. K. Rai, P. Kumar, and R. Prasad, "Evaluation of land use/land cover classification accuracy using multi-resolution remote sensing images," Forum Geografic, vol. 15, no. 1, pp. 45-53, 2016 2016, doi: 10.5775/fg.2016.137.i.
  48. M. B. Lyons, D. A. Keith, S. R. Phinn, T. J. Mason, and J. Elith, "A comparison of resampling methods for remote sensing classification and accuracy assessment," Remote Sensing of Environment, vol. 208, pp. 145-153, 2018 2018.
  49. E. G. Irwin and N. E. Bockstael, "The evolution of urban sprawl: Evidence of spatial heterogeneity and increasing land fragmentation," Proceedings of the National Academy of Sciences, vol. 104, no. 52, pp. 20672-20677, 2007 2007.
  50. A. Dasgupta, U. Kumar, and T. V. Ramachandra, "Urban Landscape analysis through spatial metrics," presented at the Proceedings of International Conference on Infrastructure, Sustainable Transportation and Urban Planning, 2009, 2009.
  51. Y. Jia, L. Tang, M. Xu, and X. Yang, "Landscape pattern indices for evaluating urban spatial morphology–A case study of Chinese cities," Ecological indicators, vol. 99, pp. 27-37, 2019 2019.
  52. T. V. Ramachandra and B. H. Aithal, "Understanding urban sprawl dynamics of Gulbarga-Tier II city in Karnataka through spatio-temporal data and spatial metrics," International Journal of Geomatics and Geosciences, vol. 3, no. 3, pp. 388-404, 2013 2013.
  53. R. T. Mzuri, A. A. Omar, and Y. T. Mustafa, "Spatiotemporal analysis of vegetation cover and its response to terrain and climate factors in Duhok Governorate, Kurdistan Region, Iraq," The Iraqi Geological Journal, pp. 110-126, 2021.
  54. Y. Mustafa, "Spatiotemporal Analysis of Vegetation Cover in Kurdistan Region-Iraq using MODIS Image Data," Journal of Applied Science and Technology Trends, vol. 1, no. 1, pp. 01-07, 03/10 2020, doi: 10.38094/jastt119.
  55. A. M. Dewan, Y. Yamaguchi, and Z. Rahman, "Dynamics of land use/cover changes and the analysis of landscape fragmentation in Dhaka Metropolitan, Bangladesh," GeoJournal, vol. 77, no. 3, pp. 315-330, 2012 2012.
  56. A. Akin and M. A. Erdogan, "Analysing temporal and spatial urban sprawl change of Bursa city using landscape metrics and remote sensing," Modeling Earth Systems and Environment, vol. 6, no. 3, pp. 1331-1343, 2020 2020.

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