Assessing the Impact of Land Use and Land Cover Change on Land Surface Temperature in Africa: A Systematic Review and Meta-Analysis with a Focus on Ghana

Authors

  • Michael Stanley Peprah Department of Mining, IHTMOC Consulting Company Limited, Kumasi-Adiembra, Ghana

Keywords:

Land Use Land Cover Change, Land Surface Temperature, Africa, Systematic Review, Meta-Analysis, Ghana

Abstract

This systematic review and meta-analysis investigated the effects of Land Use and Land Cover (LULC) alterations on Land Surface Temperature (LST) throughout Africa, particularly emphasising Ghana. The research utilised the PRISMA procedure to systematically discover, assess, and summarise 52 peer-reviewed papers published from 2000 to 2025. The review utilised Landsat, MODIS, and Sentinel datasets to quantify temperature fluctuations associated with significant land use and land cover shifts, including urban growth, deforestation, and agricultural intensification. The meta-analytic findings indicated that metropolitan regions were, on average, 2.8 °C warmer than vegetated surfaces, with deforestation and agricultural conversion causing temperature rises of 1.6–2.3 °C. Ghana demonstrated a greater mean difference of 3.1 °C relative to the continental norm, mostly because of fast urbanisation in Accra and Kumasi. Regression analyses revealed robust connections between Normalised Difference Built-up Index (NDBI) and LST, with coefficients varying from +12.15 °C to +24.05 °C per unit increase, hence affirming anthropogenic influences on surface warming. Vegetation indices ( Normalised Difference Vegetation Index (NDVI)) exhibited an inverse correlation with LST, highlighting the cooling effect of vegetation. The results reveal significant geographical variability, with hotspots located in Greater Accra, Kumasi, Northern Ghana, and the Savannah Transitional and Pra Basin regions. The study suggests that the loss of forest, unrestrained urban expansion, and degradation caused by mining are increasing thermal stress throughout Ghana. It advocates for cohesive land-use regulations, reforestation, and climate-adaptive agriculture to alleviate surface warming and bolster national resilience in relation to Sustainable Development Goals 11, 13, and 15

References

Abdeta, D., Begna, R., Zerfu, H., Alemayehu, A., Ayana, A.N., Tsegaye, N.T., 2024. Analyzing the Extent and Drivers of Land Use/Land Cover Change in Southwestern Ethiopia. Discover Sustainability 5 (505), 1-20. https://doi.org/10.1007/s43621-024-00734-0.

Addaney, M., Asibey, M.O., Cobbinah, P.B., Akudugu, J.A., 2021. Climate Change in Rural Ghana: Perceptions and Adaptive Responses. Local Environment 26 (12), 1461-1479. https://doi.org/10.1080/13549839.2021.1978411.

Adeyeri, O.E., 2025. Hydrilogy and Climate Change in Africa: Contemporary Challenges, and Future Resilience Pathways. Water 17 (2247), 1-20. https://doi.org/10.3390/w17152247.

Afuye, G.A., Nduku, L., Kalumba, A.M., Santos, C.A.G., Orimoloye, I.R., Ojeh, V.N., Thamaga, K.H., Sibandze, P., 2024. Global Trend Assessment of Land Use and Land Cover Changes: A Systematic Approach to Future Research Development and Planning. Journal of King Saud University – Science, 36 (103262), 1-10. https://doi.org/10.1016/j.jksus.2024.103262.

Aka, K.S.R., Akpavi, S., Dibi, N.D.H., Kabo-Bah, A.T., Gyilbag, A., Boamah, E., 2023. Toward Understanding Land Use Land Cover Changes and Their Effects on Land Surface Temperature in Yam Production Area, Cote d’Ivoire, Gontougo Region, using Remote Sensing and Machine Learning Tools (Google Earth Engine). Frontiers in Remote Sensing 4 (1221757), 1-22. https://doi.org/10.3389/frsen.2023.1221757.

Akinyemi, F.O., Ikanyeng, M., Muro, J., 2019. Land Cover Change Effects on Land Surface Temperature Trends in an African Urbanizing Dryland Region. City and Environment Interactions 4 (100029), 1-10. https://doi.org/10.1016/j.cacint.2020.100029.

Ali, E.B., Anufriev, V.P., Amfo, B., 2021. Green Economy Implementation in Ghana as a Road Map for a Sustainable Development Drive: A Review. Scientific African 12 (e00756), 1-17. https://doi.org/10.1016/j.sciaf.2021.e00756.

Allotey, A., Annor, J., Kwofie, R., Nortsu, O., 2024. Spatio-Temporal Mapping of Land Use/Cover and Population Change in a Biosphere Reserve: The Case of Lake Bosomtwe Basin in Ashanti Region, Ghana. Ghana Journal of Geography 16 (2), 1-9. https://dx.doi.org/10.4314/gj.v16i2.8.

Arfasa, G.F., Owusu-Sekyere, E., Doke, D.A., 2023. Past and Future Land Use/Land Cover, and Climate Change Impacts on Environmental Sustainability in Vea Catchment, Ghana. Geocarto International 38 (1), 2289458. https://doi.org/10.1080/10106049.2023.2289458.

Baffour-Ata, F., Antwi-Agyei, P., Nkiaka, E., 2021. Climate Variability, Land Cover Changes and Livelihoods of Communities on the Fringes of Bobiri Forest Reserve, Ghana. Forests 12 (278), 1-24. https://doi.org/10.3390/f12030278.

Barnieh, B.A., Jia, L., Menenti, M., Zhou, J., Zeng, Y., 2020. Mapping Land Use Land Cover Transitions at Different Spatiotemporal Scales in West Africa. Sustainability, 12(8565):1-50. https://doi.org/10.3390/su12208565.

Betru, T., Tolera, M., Sahle, K., Kassa, H., 2019. Trends and Derivers of Land Use/Land cover Change in Western Ethiopia. Applied Geography 104, 83-93. https://di.org/10.1016/j.apgeog.2019.02.007.

Boadi, B., Wemegah, D.D., Preko, K., 2013. Geological and Structural Interpretation of the Konongo Area of the Ashanti Gold Belt of Ghana from Aero-Magnetic and Radiometric Data. International Research Journal of Geology and Mining (IRJGM) 3 (3), 124-135.

Boamah, D., Koeberl, C., 2003. Geology and Geochemistry of Shallow Drill Cores from the Bosumtwi Impact Structure, Ghana. Meteoritics & Planetary Science 38 (8), 1137-1159.

Boone, A.A., Xue, Y., De Sales, F., Comer, R.E., Hagos, S., Mahanama, S., Schiro, K., Song, G., Wang, G., Li, S., Mechoso, CR., 2016. The Regional Impact of Land-Use Land-Cover Change (LULCC) Over West Africa from an Ensemble of Global Climate Models Under the Auspices of the WAMME2 Project. Clim Dyn 47, 3547-3573. https://doi.org/10.1007/s00382-016-3252-y.

Bullock, E.L., Healey, S.P., Yang, Z., Oduor, P., Gorelick, N., Omondi, S., Ouko, E., Cohen, W.B., 2021. Three Decades of Land Cover Change in East Africa. Land 10 (150), 1-15. https://doi.org/10.3390/land10020150.

Cobbinah, P.B., Korah, P.I., 2016. Religion Gnaws Urban Planning: The Geography of Places of Worship in Kumasi, Ghana. International Journal of Urban Sustainable Development 8 (2), 93-109. https://doi.org/10.1080/19463138.2015.1074581.

Devendran, A.A., Banon, F., 2022. Spatio-Temporal Land Cover Analysis and the Impact of Land Cover Variability Indices on Land Surface Temperature in Greater Accra, Ghana Using Multi-Temporal Landsat Data. Journal of Geographic Information System, 12, 240-258. https://doi.org/10.4236/jgis.2022.143013.

Donkor, A.K., Bonzongo, J.C., Nartey, V.K., Adotey, DK., 2006. Mercury in Different Environmental Compartments of the Pra River Basin, Ghana. Science of the Total Environment 368, 164-176.

Dzanku, F.M., Tsikata, D., Ankrah, D.A., 2021. The Gender and Geography of Agricultural Commercialisation: What Implications for the Food Security of Ghana’s Smallholder Farmers? The Journal of Peasant Studies 48 (7), 1507-1536. https://doi.org/10.1080/03066150.2021.1945584.

Ellison, D., Pokorný, J., Wild, M., 2024. Even cooler insights: On the power of forests to (water the Earth and) cool the planet. Global Change Biology 30 (5), e17195.

Forson, E.D., Menyeh, A., Wemegah, D.D., 2021. Mapping Lithological Units, Structural Lineaments and Alteration Zones in the Southern Kibi-Winneba Belt of Ghana Using Integrated Geophysical and Remote Sensing Datasets. Ore Geology Reviews 137 (104271), 1-18. https://doi.org/10.1016/j.oregeorev.2021.104271.

Frimpong, A., Forkuo, E.K., Osei, Jnr, E.M., 2024. The Effect of Land Use Land Cover Types on MODIS Land Surface Temperature in Ghana. Cogent Engineering 11 (1), 2411865. https://doi.org/10.1080/23311916.2024.2411865.

Frimpong, B.F., Koranteng, A., Opoku, F.S., 2023. Analysis of Urban Expansion and Its Impact on Temperature Utilising Remote Sensing and GIS Techniques in the Accra Metropolis in Ghana. SN Applied Sciences 5 (25), 1-25. https://doi.org/10.1007/s42452-023-05439-z.

Gbedzi, D.D., Ofosu, E.A., Mortey, E.M., Obiri-Yeboah, A., Nyantakyi, E.K., Siabi, E.K., Abdallah, F., Domfeh, M.K., Amankwah-Minkah, A., 2022. Impact of Mining on Land Use Land Cover Change and Water Quality in the Asutifi North District of Ghana, West Africa. Environmental Challenges 6 (100441), 1-15. https://doi.org/10.1016/j.envc.2022.100441.

Govender, T., Dube, T., Shoko, C., 2022. Remote Sensing of Land Use-Land Cover Change and Climate Variability on Hydrological Processes in Sub-Saharan Africa: Key Scientific Strides and Challenges. Geocarto International 37 (25), 10925-10949. https://doi.org/10.1080/10106049.2022.2043451.

Gyile, D.N., Asare, A., Osei-Gyabaah, A.P., Anaafo, D., 2025. Assessment of Land Use and Land Cover Changes and their Impact on Land Surface Temperature in Greater Accra, Ghana. Scientific African 29 (e02826), 1-22. https://doi.org/10.1016/j.sciaf.2025.e02826.

Heisler, G.M., Brazel, A.J., 2010. The Urban Physical Environment: Temperature and Urban Heat Islands (Chapter 2). Urban Ecosystem Ecology 29-56. https://doi.org/10.2134/agronmonogr55.c2.

Herrmann, S.M., Brandt, M., Rasmussen, K., Fensholt, R., 2020. Accelerating Land Cover Change in West Africa over Four Decades as Population Pressure Increased. Communications Earth & Environment 1 (53), 1-10. https://doi.org/10.1038/s43247-020-00053-y.

Huang, G., Cadenasso, M.L., 2016. People, Landscape, and Urban Heat Island: Dynamics Among Neighborhood Social Conditions, Land Cover and Surface Temperatures. Landscape Ecology 31, 2507-2515. https://doi.org/10.1007/s10980-016-0437-z.

Ichino, N., Nathan, N.L., 2013. Crossing the Line: Local Ethnic Geography and Voting in Ghana. American Political Science Review 107 (2), 344-361. https://doi.org/10.1017/s0003055412000664.

Imhoff, M.L., Zhang, P., Wolfe, R.E., Bounoua, L., 2010. Remote Sensing of the Urban Heat Island Effect Across Biomes in the Continental USA. Remote Sensing of Environmental 114, 504-513. https://doi.org/10.1016/j.rse.2009.10.008.

Karakus, C.B., 2019. The Impact of Land Use/Land Cover (LULC) Changes on Land Surface Temperature in Sivas City Center and Its Surroundings and Assessment of Urban Heat Island. Asia Pacific Journal of Atmospheric Sciences 55, 669-684. https://doi.org/10.1007/s13143-019-00109-w.

Kazapoe, R.W., Okunlola, O., Arhin, E., Olisa, O., Harris, C., Kwayisi, D., Torkorno, S., Amuah, E.E.Y., 2024. Geology and Isotope Systematics of Gold Deposits in the Abansuoso Area of the Sefwi Belt, Southern Ghana. Geology, Ecology, and Landscapes 8 (3), 423-444. https://doi.org/10.1080/24749508.2022.2142100.

Kipkoech, R., Takase, M., Afrifa, E.K.A., 2022. Renewable Energies in Ghana in Relation to Market Condition, the Environment, and Food Security. Journal of Renewable Energy 2022 (8243904), 1-8. https://doi.org/10.1155/2022/8243904.

Kouassi, J.L., Gyau, A., Diby, L., Bene, Y., Kouame, C., 2021. Assessing Land Use and Land Cover Change and Farmers’ Perceptions of Deforestation and Land Degradation in South-West Cote d’Ivoire, West Africa. Land 10 (429), 1-25. https://doi.org/10.3390/land10040429.

Kwofie, S., NYamekye, C., Boamah, L.A., Adjei, F.O., Arthur, R., Agyapong, E., 2022. Urban Growth Nexus to Land Surface Temperature in Ghana. Cogent Engineering 9 (1), 2143045. https://doi.org/10.1080/23311916.2022.2143045.

Lambin, E.F., Geist, H.J., Lepers, E., 2003. Dynamics of Land-Sue and Land-Cover Change in Tropical Regions. Annu. Rev. Environmental Reservoir 28, 205-241. https://doi.org/10.1146/annurev.energy.28.050302.105459.

Li, X., Stringer, L.C., Dallimer, M., 2022. The Impacts of Urbanisation and Climate Change on the Urban Thermal Environment in Africa. Climate 10 (164), 1-21. https://doi.org/10.3390/cli10110164.

Liu, B., Song, W., Meng, Z., Liu, X., 2023. Review of land use change detection—A method combining machine learning and bibliometric analysis. Land 12 (5), 1050.

Mekuyie, M., Jordaan, A., Melka, Y., 2018. Land-Use and Land-Cover Changes and their Drivers in Rangeland-Dependent Pastoral Communities in the Southern Afar Region of Ethiopia. African Journal of Range & Forage Science 35 (1), 33-43. https://doi.org/10.2989/10220119.2018.1442366.

Mensah, C., Atayi, J., Kabo-Bah, A.T., Svik, M., Acheampong, D., Kyere-Boateng, R., Prempeh, N.A., Marek, M.V., 2020. Impact of Urban Land Cover Change on the Garden City Status and Land Surface Temperature of Kumasi. Cogent Environmental Science 6 (1), 1787738. https://doi.org/10.1080/23311843.2020.1787738.

Mortey, E.M., Annor, T., Arnault, J., Inoussa, M.M., Madaougou, S., Kunstmann, H., Nyantakyi, E.K., 2023. Interactions Between Climate and Land Cover Change over West Africa. Land 12 (355), 1-27. https://doi.org/10.3390/land12020355.

Mugo, R., Waswa, R., Nyaga, J.W., Ndubi, A., Adams, E.C., Flores-Anderson, A.I., 2020. Quantifying Land Use Land Cover Changes in the Lake Victoria Basin using Satellite Remote Sensing: The Trends and Drivers Between 1985and 2014. Remote Sensing 12 (2829), 1-17. https://doi.org/10.3390/rs12172829.

Njoku, E.A., Tenenbaum, D.E., 2022. Quantitative Assessment of the Relationship Between Land Use/Land Cover (LULC), Topographic Elevation and Land Surface Temperature (LST) in Ilorin, Nigeria. Remote Sensing Applications: Society and Environment 27 (100780), 1-18. https://doi.org/10.1016/j.rasase.2022.100780.

Nyadzi, E., Bessah, E., Kranjac-Berisavljevic, G., Ludwig, F., 2021. Hydro-Climatic and Land Use/Cover Changes in Nasia Catchment of the White Volta Basin in Ghana. Theoretical and Applied Climatology 146, 1297-1314. https://doi.org/10.1007/s00704-021.03722-0.

Obubu, J.P., Odong, R., Alamerew, T., Fetahi, T., Mengistou, S., 2022. Application of DPSIR Model to Identify the Drivers and Impacts of Land Use and Land Cover Changes and Climate Change on Land, Water, and Livelihoods in the L. Kyoga Basin: Implications for Sustainable Management. Environmental Systems Research 11 (11), 1-21. https://doi.org/10.1186/s40068-022-00254-8.

Oduro, C., Sian, K.T.C.L.T., Hagan, D.F.T., Babaousmail, H., Ayugi, B.O., Wu, Y., Dalu, T., Wu, N., 2025. The Influence of Land Surface Temperature on Ghana’s Climate Variability and Implications for Sustainable Development. Scientific Reports 15 (2595), 1-17. https://doi.org/10.1038/s41598-025-86585-9.

Osei-Nuamah, I., Appiah-Adjei, E.K., 2017. Hydrogeological Evaluation of Geological Formations in Ashanti Region, Ghana. Journal of Science and Technology 37 (1), 24-50. http://dx.doi.org/10.4314/just.v37i1.4.

Partey, S.T., Dakorah, A.D., Zougmore, R.B., Ouedraogo, M., Nyasimi, M., Nikoi, G.K., Huyer, S., 2020. Gender and Climate Risk Management: Evidence of Climate Information Use in Ghana. Climatic Change 158, 61-75. https://doi.org/10.1007/s10584-018-2239-6.

Peprah, M.S., 2025. Land Use Land Cover Classification for Africa – A Case of the Republic of Ghana Using Systematic Review and Meta-Analysis. International Journal of Earth Sciences Knowledge and Applications 7 (2), 164-192. https://doi.org/10.5281/zenodo.17020326.

Sarfo, I., Shuoben, B., Beibei, L., Amankwah, S.O.Y., 2022. Spatiotemporal development of land use systems, influences and climate variability in Southwestern Ghana (1970-2020). Environment, Development and Sustainability 24 (8), 11549-11573.

Sarif, M.O., Rimal, B., Stork, N.E., 2020. Assessment of Changes in Land Use/Land Cover and Land Surface Temperatures and Their Impact on Surface Urban Heat Island Phenomena in the Kathmandu Valley (1988-2018). ISPRS International Journal of Geo-Information 9 (726), 1-29. https://doi.org/10.3390/ijgi9120726.

Stathopoulou, M., Cartalis, C., 2009. Downscaling AVHRR Land Surface Temperatures for Improved Surface Urban Heat Island Intensity Estimation. Remote Sensing of Environment 113, 2592-2605. https://doi.org/10.1016/j.rse.2009.07.017.

Takin, M.P., Shwe, M.M., Okrah, A., Yeboah, E., Zuberi, H., Segbeaya, K.N., Abubakar, T.A., Darko, G., …, Sarfo, I., 2024. Analyzing the Impact of Land Cover Changes on Spatio-Temporal Temperature Dynamics in the Kara region of Togo. European Journal of Development Studies 4 (1), 31-43. https://doi.org/10.24018/ejdevelop.2024.4.1.346.

Tannor, E.K., Awuku, Y.A., Boima, V., Antwi, S., 2018. The Geographical Distribution of Dialysis Services in Ghana. Renal Replacement Therapy 4 (3), 1-7. https://doi.org/10.1186/s41100-018-0143-1.

Tizora, P., Le Roux, A., Mans, G., Cooper, A., 2016. Land Use and Land Cover Change in the Western Cape Province: Quantification of Changes & Understanding of Driving Factors, Published Report, 1-17.

Tsegaye, N.T., 2025. Assessing the Effects of Forest Cover Change on Land Surface Temperature (LST) Using Remote Sensing and Geospatial Analysis: A Case Study of Jimma City and It’s Surroundings, Southwest Ethiopia. Geology, Ecology, and Landscapes 1-21. https://doi.org/10.1080/24749508.2025.2565096.

Twerefou, D.K., Osei-Assibey, E., Agyire-Tettey, F., 2011. Land Tenure Security, Investments and the Environment in Ghana. Journal of Development and Agricultural Economics 3 (6), 261-273.

Vahid, R., Aly, MH., 2025. A Comprehensive Systematic Review of Machine Learning Applications in Assessing Land Use/Cover Dynamics and their Impact on Land Surface Temperature. Urban Science 9 (234), 1-25. https://doi.org/10.3390/urbansci9070234.

Wegbebu, R., 2023. Geospatial Analysis of the Impact of Land-Use and Land Cover Change on Maize Yield in Central Nigeria. Published MSc Thesis, Faculty of the College of Arts and Sciences, Ohio University, USA, 218 pp.

Weng, Q., Lu, D., Schubring, J., 2004. Estimation of Land Surface Temperature-Vegetation Abundance Relationship for Urban Heat Island Studies. Remote Sensing of Environment 89, 467-483.

Yahaya, A.A., 2023. Impact of Vegetal Cover Loss on Urban Temperature and Thermal Comfort of Residents in Abuja, Nigeria. Published PhD Thesis, Department of Urban and Regional Planning, Federal University of Technology, Minna, Nigeria, 200 pp.

Yifru, B.A., Chung, I.M., Kim, M.G., Chang, S.W., 2021. Assessing the Effect of Land/Use Land Cover and Climate Change on Water Yield and Groundwater Recharge in East African Rift Valley Using Integrated Model. Journal of Hydrology: Regional Studies 37 (100926), 1-19. https://doi.org/10.1016/j.ejrh.2021.100926.

Zhou, W., Qian, Y., Li, X., Li, W., Han, L., 2013. Relationships Between Land Cover and the Surface Urban Heat Island: Seasonal Variability and Effects of Spatial and Thematic Resolution of Land Cover Data on Predicting Land Surface Temperatures. Landscape Ecology 1-15. https://doi.org/10.1007/s10980-013-9950-5.

Zhou, X, Wang, Y.C., 2010. Dynamics of Land Surface Temperature in Response to Land-Use/Cover Change. Geographical Research 49 (1), 23-36. https://doi.org/10.1111/j.1745-5871.2010.00686.x.

Downloads

Published

2025-12-31

Issue

Section

Articles