Land Surface Phenology for Africa - A Case of the Republic of Ghana
DOI:
https://doi.org/10.58825/jog.2025.19.1.226Keywords:
Land Surface Phenology, Climate change, Remote Sensing, ecosystem, sub-saharan Africa, Systematic reviewAbstract
Understanding Earth’s surface phenology at different spatiotemporal scales is fundamental in evaluating the interaction between biogeographical distributions and climate dynamics. Despite remarkable achievements in remote sensing and Earth-observing technologies, there is a deficiency of African studies in land surface phenology (LSP). The article is a case of Ghana synthesizing studies of LSP between 2000 and 2024 using a systematic review and meta-analysis method. In a systemic review of the literature using the PRISMA protocol, this article critically examines methodological frameworks, spatiotemporal patterns, and drivers of LSP in diverse ecological zones of Ghana. The results indicate large discrepancies in ecological zone-based phenomenological patterns driven by climate variability, land use/cover change, and human pressures regarding deforestation, urban expansion, and agriculture expansion. Remote sensing observations using MODIS and Landsat imagery have been crucial in observing such processes, yet there is a limitation in using ground observations to gain better precision. Temperature and precipitation patterns indicate a trend in vegetation cycles such as the advancing start of the growing season and shortening vegetation duration of growth, having implications for biodiversity and agriculture productivity. In addition, extreme events in terms of heatwaves and droughts have heightened phenomenological anomalies. The article recommends more efficient remote sensing approaches, climate-resilient land management approaches, and environmentally friendly policy interventions to mitigate their impact. Future studies need to use high-resolution satellite observations in combination with local ground observations to calibrate models of LSP to provide useful information to support environmentally friendly management approaches and policy making. The article addresses knowledge gaps in African ecosystem processes and facilitates strategies to meet Sustainable Development Goals (SDGs).
References
Acheampong, E. O., MacGregor, C. J., Sloan, S., & Sayer, J. (2014). Deforestation and reforestation in Ghana: Understanding drivers and future scenarios. Land Use Policy, 41, 275-287.
Adole, T., Dash, J. & Atkinson, P.M. (2016) A systematic review of vegetation phenology in Africa. Ecological Informatics, 34, 117–128.
Adole T (2018) Land Surface Phenology of Africa, its Drivers and Relationship with Climate Variability. Published PhD Thesis, Department of Geography and Environment, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, United Kingdom, 183pp
Adole T, Dash J, Atkinson PM (2018a) Characterising the Land Surface Phenology of Africa using 500 m MODIS EVI. Appl Geogr 90:187-199
Adole T, Dash J, Atkinson PM (2018b) Major Trends in the Land Surface Phenology (LSP) of Africa, Controlling for Land-Cover Change. Int J Remote Sens 39(22):8060-8075. https://doi.org/10.1080/01431161.2018.1479797
Adole T, Dash J, Atkinson PM (2017) Recent Trends in the Land Surface Phenology of Africa observed at a fine Spatial Scale IEEE:4326-4329
Alemu WG, Henebry GM (2017) Land Surface Phenology and Seasonality using Cool Earthlight in Croplands of Eastern Africa and the Linkages to Crop Production. Remote Sens 9(914):1-30
Ampadu B (2021) Overview of Hydrological and Climatic Studies in Africa: The Case of Ghana. Cogent Eng 8(1914288):1-17. https://doi.org/10.1080/23311916.2021.1914288
Antwi EK, Boakye-Danquah J, Asabere SB, Yiran GAB, Loh SK, Awere KG, Abagale FK, Asubonteng KO, Attua EM, Owusu AB (2014) Land Use and Landscape Structural Changes in the Ecoregions of Ghana. J Disaster Res 9(4):452.467
Asante FA, Amuakwa-Mensah F (2015) Climate Change and Variability in Ghana: Stocktaking. Climate 3:78-99. https://doi.org/10.3390/cli3010078
Asare-Nuamah P, Botchway E (2019) Understanding Climate Variability and Change: Analysis of Temperature and Rainfall across Agroecological Zones in Ghana. Heliyon 5 (e02654):1-16
Arndt C, Asante F, Thurlow J (2015) Implications of Climate Change for Ghana’s Economy. Sustainability 7:7214-7231. https://doi.org/10.3390/su7067214
Avtar R, Yunus AP, Saito O, Kharrazi A, Kumar P, Takeuchi K (2022) Multi-temporal Remote Sensing Data to Monitor Terrestrial Ecosystem Responses to Climate Variations in Ghana. Geocarto Int 37(2):396-412. https://doi.org/10.1080/10106049.2020.1723716
Bettany-Saltikoy, J. (2010). Learning how to Undertake a Systematic Review: Part 2. Nursing Standard, 24(51), 47-56.
Botwe BO, Ntow WJ, Nyarko E (2012) Pesticide Contamination in Groundwater and Streams Draining Vegetable Plantations in the Ofinso District, Ghana. Soil Health Land Use Manag 4:51-66
Brown ME, de Beurs K, Vrieling A (2010) The Response of African Land Surface Phenology to Large Scale Climate Oscillations. Remote Sens Environ 114:2286-2296
Cai, H., Yang, X., Zhao, X., & Zhou, Q. (2017). Changes in vegetation phenology and productivity in response to climate variations in Northern China. Environmental Earth Sciences, 76(12), 415.
Cobbinah PB, Poku-Boansi M, Peprah C (2017) Urban Environmental Problems in Ghana. Environ Dev 23:33-46
Cho MA, Ramoelo A, Dziba L (2017) Response of Land Surface Phenology to Variation in Tree Cover during Green-up and Senescence Africa. Remote Sens 9(689):1-19
Fengshan L, Ying C, Wenjiao S, Shuai Z, Fulu T, Quansheng G (2017) Influences of Agricultural Phenology Dynamic on land Surface Biophysical Process and Climate Feedback. J Geogr Sci 27(9): 1085-1099
Fensholt R, Horin S, Tagesson T, Ehammer A, Grogan K, Tian F, Hiber S, Verbesselt J, Prince SD, Tucker CJ, Rasmussen K (2015) Assessment of Vegetation Trends in Drylands from Time Series of Earth Observation Data. Remote Sens Digit Image Process 22:159-182. https://doi.org/10.1007/978-3-319-15967-6_8
Funk, C., Peterson, P., Landsfeld, M., Pedreros, D., Verdin, J., Shukla, S.. & Michaelsen, J. (2015). The climate hazards infrared precipitation with stations A new environmental record for monitoring extremes. Scientific Data, 2(1), 1-21.
Frimpong, E. A., Yeboah, D., & Addai, M. K. (2020). Trends in rainfall and temperature in Ghana: Implications for climate resilience. Climate Risk Management, 30, 100245.
Gomez-Dans JL, Lewis PE, Yin F, Asare K, Lamptey P, Aidoo KKY, MacCarthy DS, Ma H, Wu Q, Addi M, Aboagye-Ntow S, Doe CE, Alhassan R, Kankam-Boadu I, Huang J, Li X (2022) Location, Biophysical and Agronomic Parameters for Croplands in Northern Ghana. Earth Syst Sci Data 14:5387-5410
Guan K, Wood EF, Medvigy D, Kimball J, Pan M, Caylor KK, Sheffield J, Xu X, Jones MO (2014) Terrestrial Hydrological Controls on Land Surface Phenology of African Savannas and Woodlands. J Geophys Res Biogeosci:1652-1669. https://doi.org/10.1002/2013JG002572
Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., ... & Simmons, A. (2020). The ERA5 global reanalysis. Quarterly Journal of the Royal Meteorological Society, 146(730), 1999-2049.
IPCC. (2021). Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press.
Issahaku AR, Campion BB, Edziyie R (2016) Rainfall and Temperature Changes and Variability in the Upper East Region of Ghana. Earth Space Sci 3:284-294. https://doi.org/10.1002/2016EA000161
Jönsson, P., & Eklundh, L. (2004). TIMESAT A program for analyzing time-series of satellite sensor data. Computers & Geosciences, 30(8), 833-845.
Lemenkova P (2021) Geophysical Mapping of Ghana using Advanced Cartographic Tool GMT. KiG Br 20(36):17-37. https://doi.org/10.32929/kg.20.36.2
Matongera TN, Mutanga O, Sibanda M, Odindi J (2021) Estimating and Monitoring Land Surface Phenology in Rangelands: A Review of Progress and Challenges. Remote Sens 13(2060):1-21
Mechiche-Alami A, Abdi AM (2020) Agricultural Productivity in Relation to Climate and Cropland Management in West Africa. Sci Rep 10(3393):1-10. https://doi.org/10.1038/s41598-020-59943-y
Oguntunde PG, van de Giesen N (2004) Crop Growth and Development Effects on Surface Albedo for Maize and Cowpea fields in Ghana, West Africa. Int J Biometeorol 49:106-112. https://10.1007/s00484-004-0216-4
Osei JD, Osei DK, Obeng K, Awotwe R, Nketsiah D (2023) Climate Resilience and Ecological Dynamics of the Mpameso Forest Reserve in Ghana: Insights from Land Surface Temperature Analysis. J Environ Impact Manag Policy 3(4):31-43
Ouedraogo, I., N’Dri, A. B., Ouattara, B., & Sawadogo, L. (2022). Land use and land cover change impacts on vegetation phenology in West Africa. Land Degradation & Development, 33(4), 733-744.
Owusu, K., & Waylen, P. R. (2009). Trends in spatio-temporal variability in annual rainfall in Ghana (1951-2000). Weather, 64(5), 115-120.
Owusu AB, Cervone G, Luzzadder-Beach S (2013) Analysis of Desertification in the Upper East Region (UER) of Ghana using Remote Sensing, Field Study, and Local Knowledge. Cartographica 48(1):22-37
Peprah, K. (2022). Rainfall variability in Ghana: Causes and impacts. Springer Geography, 25, 111-124.
Piao, S., Wang, X., Park, T., Chen, C., Lian, X., He, Y. & Myneni, R. B. (2019). Characteristics, drivers and feedbacks of global greening. Nature Reviews Earth & Environment, 1(1), 14–27.
Revermann R, Finckh M, Stellmes M, Strohbach BJ, Frantz D, Oldeland J (2016) Linking Land Surface Phenology and Vegetation-Plot Databases to Model Terrestrial Plant α- Diversity of the Okavango Basin. Remote Sens 8(370):1-19
Richardson, A. D., Keenan, T. F., Migliavacca, M., Ryu, Y., Sonnentag, O., & Toomey, M. (2013). Climate change, phenology, and phenological control of vegetation feedbacks to the climate system. Agricultural and Forest Meteorology, 169, 156–173.
Shi S, Yang P, van der Tol C (2023) Spatial-temporal Dynamics of Land Surface Phenology over Africa for the period of 1982-2015. Heliyon 9(e16413):1-13
Slayi, M., Zhou, L., Dzvene, A. R., & Mpanyaro, Z. (2024). Drivers and Consequences of Land Degradation on Livestock Productivity in Sub-Saharan Africa: A Systematic Literature Review. Land, 13(1402), 1-22.
Taylor, C. M., Lambin, E. F., Stephenne, N., Harding, R. J., & Essery, R. L. (2002). The influence of land use change on climate in the Sahel. Journal of Climate, 15(24), 3615-3629.
Torgbor BA, Rahman MM, Robson A, Brinkhoff J, Khan A (2022) Assessing the Potential of Sentinel-2 Derived Vegetation Indices to Retrieve Phenological States of Mango in Ghana. Horticulturae 8(11):1-17
United Nations Development Programme (2022) Environment and Climate Change in Ghana Policy Brief. 1-10
van Blerk JJ, Slingsby JA, West AG (2024) Unpacking Satellite Pixels: UAVs Reveal Fine-Scale Drivers of Land Surface Phenology in a Winter Rainfall Shrubland. Environ Res Lett 19(084008):1-15. https://doi.org/10.1088/1748-9326/ad5b06
van der Geest K (2011) North-South Migration in Ghana: What Role for the Environment. Int Migr 49(S1):e70-e94. https://doi.org/10.1111/j.1468-2435.2010.00645.x
Yan D, Zhang X, Yu Y, Guo W (2017) Characterizing Land Cover Impacts on the Responses of Land Surface Phenology to the Rainy Season in the Congo Basin. Remote Sens 9(461):1-17
Yengoh, G. T., Dent, D., Olsson, L., Tengberg, A. E., & Tucker, C. J. (2010). The use of the Normalized Difference Vegetation Index (NDVI) to assess land degradation at multiple scales: A review of the current status, future trends, and practical considerations. Lund University Centre for Sustainability Studies, 44, 20-30.
Zhang, X., Friedl, M. A., Schaaf, C. B., & Strahler, A. H. (2013). Climate controls on vegetation phenological patterns in northern mid- and high latitudes inferred from MODIS data. Global Change Biology, 9(8), 1131-1145.
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