The rate of forest degradation and deforestation in Nigeria has been increasing over the years and is prominent in the southwestern parts. Despite the significant change and degradation observed in a lowland rainforest in the region—Ogbese Forest Reserve, there is a great dearth of information about the level of forest cover change. Therefore, this study determined the cover dynamics of the rainforest reserve over the epoch of 20 years using Geographic Information System and remote sensing techniques. Coordinates of the boundary and some other benchmark places within the forest reserve were obtained. Secondary data collection included: Landsat imageries of 1998, 2002 and 2018. An interview guide was used to obtain information from forest officials and locals of the surrounding communities to complement the spatial data obtained. Image classification was done using the maximum likelihood algorithm. The rate of change across the epochs was determined using the area of the land cover classes. The level of vegetation disturbance in the reserve was determined through Normalized Difference Vegetation Index. Five different forest cover classes were identified in the study area: forest, plantation, farmland, grassland, and bare land. The natural forest reduced significantly from 34.43 km2 (48%) in 1998 to 8.73 km2 (12%) in 2002 and was depleted further by 2018, while other cover classes increased. NDVI value also reduced from 0.25 to 0.13. Agriculture, among others, was observed as the main driver of forest degradation and deforestation in Ogbese Forest Reserve. The study concluded that the remaining forest (i.e. plantation) could also be depleted by 2025, as it decreases by −0.94 km2 per year if proper reforestation and management practices are not introduced.
References
[1]
Lewis, S.L., Edwards, D.P. and Galbraith, D. (2015) Increasing Human Dominance of Tropical Forests. Science, 349, 827-832. https://doi.org/10.1126/science.aaa9932
[2]
FAO (2016) State of the World’s Forests 2016. Forests and Agriculture: Land-Use Challenges and Opportunities. Food and Agriculture Organization, Rome, 126.
[3]
FAO (2005) State of the World’s Forests 2005. Food and Agriculture Organization of the United Nations, Rome.
https://fao.org/docrep/pdf/007/y5574e/y5574e00.pdf
[4]
Fasona, M., Adeonipekun, P.A., Agboola, O.O., Akintuyi, A., Bello, A., Ogundipe, O.T., Soneye, A.S.O. and Omojola, A. (2018) Drivers of Deforestation and Land-Use Change in Southwest Nigeria. In: Leal Filho, W., Ed., Handbook of Climate Change Resilience, Springer, Cham, 1-24.
https://doi.org/10.1007/978-3-319-71025-9_139-1
[5]
Gbiri, I.A. and Adeoye, N.O. (2019) Analysis of Pattern and Extent of Deforestation in Akure Forest Reserve, Ondo State, Nigeria. Journal of Environmental Geography, 12, 1-11. https://doi.org/10.2478/jengeo-2019-0001
[6]
Kassa, H., Dondeyne, S., Poesen, J., Frankl, A. and Nyssen, J. (2017) Transition from Forest-Based to Cereal-Based Agricultural Systems: A Review of the Drivers of Land Use Change and Degradation in Southwest Ethiopia. Land Degradation and Development, 28, 431-449. https://doi.org/10.1002/ldr.2575
[7]
FAO (2016) Global Forest Resources Assessment 2015: How Are the World’s Forests Changing? Second Edition, Food and Agriculture Organization of the United Nations, Rome, 54.
[8]
Olayode, O.O. (2019) Spatio-Temporal Variations of Land-Cover Types in Osho Forest Reserve, Southwestern Nigeria. American Journal of Agriculture and Forestry, 7, 168-176. https://doi.org/10.11648/j.ajaf.20190705.12
[9]
Duan, Q. and Tan, M. (2019) Spatial and Temporal Variations of Forest Cover in Developing Countries. Sustainability, 11, 1517. https://doi.org/10.3390/su11061517
[10]
Yahya, N., Bekele, T., Gardi, O. and Blaser, J. (2020) Forest Cover Dynamics and Its Drivers of the Arba Gugu Forest in the Eastern Highlands of Ethiopia during 1986-2015. Remote Sensing Applications: Society and Environment, 20, Article ID: 100378. https://doi.org/10.1016/j.rsase.2020.100378
[11]
Aspinall, R.J. (2008) Basic and Applied Land Use Science. In: Aspinall, R.J. and Hill, M.J., Eds., Land Use Change: Science, Policy and Management, CRC Press, Boca Raton, 3-15. https://doi.org/10.1201/9781420042979.pt1
[12]
Woodcock, C.E., Loveland, T.R., Herold, M. and Bauer, M.E. (2020) Transitioning from Change Detection to Monitoring with Remote Sensing: A Paradigm Shift. Remote Sensing of Environment, 238, Article ID: 111558.
https://doi.org/10.1016/j.rse.2019.111558
[13]
Asokan, A. and Anitha, J. (2019) Change Detection Techniques for Remote Sensing Applications: A Survey. Earth Science Informatics, 12, 143-160.
https://doi.org/10.1007/s12145-019-00380-5
[14]
Beckline, M., Yujun, S., Yvette, B., John, A.B., Mor-Achankap, B., Saeed, S., Richard, T., Wose, J. and Paul, C. (2017) Perspectives of Remote Sensing and GIS Applications in Tropical Forest Management. American Journal of Agriculture and Forestry, 5, 33-39. https://doi.org/10.11648/j.ajaf.20170503.11
[15]
Aderele, M.O., Bola, T.S. and Oke, D.O. (2020) Land Use/Land Cover Changes of Ago-Owu Forest Reserve, Osun State, Nigeria Using Remote Sensing Techniques. Open Journal of Forestry, 10, 401-411. https://doi.org/10.4236/ojf.2020.104025
[16]
Alo, A.A. and Akindele, S.O. (2016) Deforestation Assessment in Ikere Forest Reserve, Nigeria Using Geographic Information System Technology. In: Adekunle, V.A.J., Oke, D.O. and Emehri, E.A., Eds., Proceedings of 5th National Biennial Conference of the Forest and Forest Products Society on Forest Management and the Challenges of Environmental Sustainability, Delta State University, Abraka, 45-49.
[17]
Alo, A.A., Akindele, S.O. and Onyekwelu, J.C. (2015) Development of Land Use Map of Eda Forest Reserve in Ekiti State, Nigeria. Journal of Applied Tropical Agriculture, 20, 19-23.
[18]
Olorunfemi, I.E., Fasinmirin, J.T., Olufayo, A.A. and Komolafe, A.A. (2020) GIS and Remote Sensing-Based Analysis of the Impacts of Land Use/Land Cover Change (LULCC) on the Environmental Sustainability of Ekiti State, Southwestern Nigeria. Environment, Development and Sustainability, 22, 661-692.
https://doi.org/10.1007/s10668-018-0214-z
[19]
Ola-Adams, B.A. (1981) Strategies for Conservation and Utilization of Forest Genetic Resources in Nigeria. The Nigerian Journal of Forestry, 2, 32-39.
[20]
Faboya, I.O., Adebola, S.I. and Awotoye, O.O. (2005) Assessment of Decomposition Rate and Soil Nutrient Status under Different Woody Species Combination in a Tree Plantation. Agriculture, Forestry and Fisheries, 4, 46-54.
https://doi.org/10.11648/j.aff.20150402.14
[21]
Oke, D.O. and Olatilu, A. (2011) Carbon Storage in Agroecosystems: A Case Study of the Cocoa Based Agroforestry in Ogbese Forest Reserve, Ekiti State, Nigeria. Journal of Environmental Protection, 2, 1069-1075.
https://doi.org/10.4236/jep.2011.28123
[22]
Ilelakinwa, G.A. and Alo, A.A. (2018) Land Use and Land Cover Dynamics of Faculty of Agriculture and Forestry Practical Demonstration Site, Ileogbo, Osun State, Nigeria. Proceedings of 6th Biennial National Conference of the Forests and Forest Products Society, Usman dan fodio University, Sokoto State, 23-27 April 2018, 242-250.
[23]
Agbor, C.F., Oluwole, J.P., Ogoliegbune, M.O., Aigbokhan, O.J. and Justina, M. (2020) Comparative Analysis of Non-Linear Artificial Neural Networks and Maximum Likelihood Algorithms in Forest Cover Studies. Journal of Research in Forestry, Wildlife and Environment, 12, 299-310.
https://www.ajol.info/index.php/jrfwe/article/view/198397/187073
[24]
Anderson, J.R. (1976) A Land Use and Land Cover Classification System for Use with Remote Sensor Data. US Government Printing Office, Washington DC, 964.
https://doi.org/10.3133/pp964
[25]
Solomon, N., Segnon, A.C. and Birhane, E. (2019) Ecosystem Service Values Changes in Response to Land-Use/Land-Cover Dynamics in Dry Afromontane Forest in Northern Ethiopia. International Journal of Environmental Research and Public Health, 16, 4653. https://doi.org/10.3390/ijerph16234653
[26]
Alayande, A. (2016) Landuse Change within Okomu and Gilli-Gilli Forest Reserves, Southwestern Nigeria: Its Climatic and Societal Implications. Tropical Ecology, 57, 193-203.
[27]
Alo, A.A., Akindele, S.O. and Onyekwelu, J.C. (2014) Development of Information System for Forest Resources in Ekiti State, Nigeria. International Journal of Research in Agricultural Sciences, 1, 373-378.
[28]
Ngwira, S. and Watanabe, T. (2019) An Analysis of the Causes of Deforestation in Malawi: A Case of Mwazisi. Land, 8, 48. https://doi.org/10.3390/land8030048
[29]
Hosonuma, N., Herold, M., de Sy, V., de Fries, R.S., Brockhaus, M., Verchot, L., Angelsen, A. and Romijn, E. (2012) An Assessment of Deforestation and Forest Degradation Drivers in Developing Countries. Environmental Research Letter, 7, Article ID: 044009. https://doi.org/10.1088/1748-9326/7/4/044009
[30]
Fasona, M.J., Akintuyi, A.O., Adeonipekun, P.A., Akoso, T.M., Udofia, S.K., Agboola, O.O., Ogunsanwo, G.E., Ariori, A.N., Omojola, A.S., Soneye, A.S. and Ogundipe, O.T. (2020) Recent Trends in Land-Use and Cover Change and Deforestation in South-West Nigeria. GeoJournal. https://doi.org/10.1007/s10708-020-10318-w
[31]
Adekugbe, O.A., Oyerinde, O.V., Oluwajuwon, T.V., Abisoye, T.R. and Atanda, T.A. (2020) Socio-Economic Characteristics and Level of Awareness and Perception on Reducing Emissions from Deforestation and Forest Degradation Programme (REDD+) by Rural Communities in Akure Forest Reserve, Nigeria. Journal of Applied Sciences and Environmental Management, 24, 1909-1915.
[32]
Orimoogunje, O.O.I., Ekanade, O. and Adesina, F.A. (2009) Land Use Changes and Forest Reserve Management in a Changing Environment: South-Western Nigeria Experience. Journal of Geography and Regional Planning, 2, 283-290.
[33]
Alo, A.A., Adetola, A.A. and Agbor, C.F. (2020) Modelling Forest Cover Dynamics in Shasha Forest Reserve, Osun State, Nigeria. Journal of Agriculture and Environment, 16, 129-142.
[34]
Ducrotoy, M.J., Majekodunmi, A.O., Shaw, A.P., Bagulo, H., Bertu, W.J., Gusi, A.M., Ocholi, R. and Welburn, S.C. (2018) Patterns of Passage into Protected Areas: Drivers and Outcomes of Fulani Immigration, Settlement and Integration into the Kachia Grazing Reserve, Northwest Nigeria. Pastoralism, 8, Article No. 1.
https://doi.org/10.1186/s13570-017-0105-1
[35]
Oriye, O. (2013) Urban Expansion and Urban Land Use in Ado Ekiti, Nigeria. American Journal of Research Communication, 1, 128-139.