A minor Ivorian-Ghanian upwelling season influenced by the interaction between the Atlantic El Niño and marine heat waves
Paper Details
A minor Ivorian-Ghanian upwelling season influenced by the interaction between the Atlantic El Niño and marine heat waves
Abstract
This study examines the spatio-temporal variability of coastal upwelling in the northern Gulf of Guinea during the minor upwelling season (January–February) between 1993 and 2025, and analyses its relationship with the Atlantic El Niño phenomenon and marine heatwaves. Sea surface temperature data reveal two distinct upwelling centres (Cape Palmas and Cape Three Points). The western cell exhibits high interannual variability, with an extreme event in 1996, but no significant trend. In contrast, the eastern cell shows a significant downward trend, with a regime shift between 2006 and 2007. Analysis of marine heatwaves shows that they are almost exclusively concentrated after 2017, with a record intensity in 2024 (33.9 °C d). Their cumulative intensity is associated with a significant upward trend (slope= +0.2965 °C d/year). Bivariate analyses of the Atlantic El Niño phenomenon, marine heatwaves and the deep-water upwelling area reveal significant negative correlations. However, a multiple regression identifies the Atlantic El Niño as the main factor reducing upwelling, whilst the direct effect of marine heatwaves is not significant. These results highlight contrasting trends within upwelling cells, the recent emergence of intense marine heatwaves, and the dominant role of the Atlantic Niño in modulating the intensity of upwelling in the region.
Alory G, Da-Allada CY, Djakouré S, Dadou I, Jouanno J, Loemba DP. 2021. Coastal upwelling limitation by onshore geostrophic flow in the Gulf of Guinea around the Niger River plume. Frontiers in Marine Science 7, 607216.
Bakun A. 1978. Guinea current upwelling. Nature 271, 147–150.
Brandt P, Alory G, Awo FM, Dengler M, Djakouré S, Imbol Koungue RA, Jouanno J, Körner M, Roch M, Rouault M. 2023. Physical processes and biological productivity in the upwelling regions of the tropical Atlantic. Ocean Science 19, 581–601.
Caniaux G, Giordani H, Redelsperger J-L, Guichard F, Key E, Wade M. 2011. Coupling between the Atlantic cold tongue and the West African monsoon in boreal spring and summer. Journal of Geophysical Research 116, C04003. DOI: 10.1029/2010JC006570
Demarcq H, Aman A. 2002. A multi-data approach for assessing the spatio-temporal variability of the Ivorian-Ghanaian coastal upwelling: Understanding pelagic fish stock dynamics. In: Large Marine Ecosystems 11, Elsevier, 83–xxxiii.
Djakouré S, Kone M, Koffi KU, Kouadio KY, Adon M, Nyadjro E, Ta S. 2023. Characterization of marine heat waves in the eastern tropical Atlantic Ocean. Frontiers in Marine Science 10, 1293779.
Djakouré S, Penven P, Bourlès B, Veitch J, Koné V. 2014. Coastally trapped eddies in the north of the Gulf of Guinea. JGR Oceans 119, 6805–6819. DOI: 10.1002/2014JC010243
Hardman-Mountford NJ, McGlade JM. 2003. Seasonal and interannual variability of oceanographic processes in the Gulf of Guinea: An investigation using AVHRR sea surface temperature data. International Journal of Remote Sensing 24, 3247–3268. DOI: 10.1080/0143116021000021297
Hipel KW, McLeod AI. 1994. Time series modelling of water resources and environmental systems. Elsevier.
Hobday AJ, Alexander LV, Perkins SE, Smale DA, Straub SC, Oliver ECJ, Benthuysen JA, Burrows MT, Donat MG, Feng M, Holbrook NJ, Moore PJ, Scannell HA, Sen Gupta A, Wernberg T. 2016. A hierarchical approach to defining marine heatwaves. Progress in Oceanography 141, 227–238. DOI: 10.1016/j.pocean.2015.12.014
Houghton RW. 1989. Influence of local and remote wind forcing in the Gulf of Guinea. Journal of Geophysical Research 94, 4816–4828. DOI: 10.1029/JC094iC04p04816
Illig S, Djakouré S, Mitchodigni T. 2024. Influence of the remote equatorial dynamics on the interannual variability along the northern coast of the Gulf of Guinea. JGR Oceans 129, e2024JC021011. DOI: 10.1029/2024JC021011
Imbol Koungue RA, Illig S, Rouault M. 2017. Role of interannual Kelvin wave propagations in the equatorial Atlantic on the Angola Benguela Current system. JGR Oceans 122, 4685–4703. DOI: 10.1002/2016JC012463
Jean-Michel L, Eric G, Romain B-B, Gilles G, Angélique M, Marie D, Clément B, Mathieu H, Olivier LG, Charly R. 2021. The Copernicus global 1/12 oceanic and sea ice GLORYS12 reanalysis. Frontiers in Earth Science 9, 698876.
Jouanno J, Hernandez O, Sanchez-Gomez E. 2017. Equatorial Atlantic interannual variability and its relation to dynamic and thermodynamic processes. Earth System Dynamics 8, 1061–1069.
Koné M, Djakouré S, Adon M, Ta S, Kouadio Y. 2022. Marine heatwaves, upwelling, and atmospheric conditions during the monsoon period at the northern coast of the Gulf of Guinea. Climate 10, 199.
Koné M, Kouadio YK, Adon M. 2025. Relationship between Tropical Atlantic marine heatwaves and rainfall in West Africa during the monsoon period. Advances in Meteorology 2025, 7899901. DOI: 10.1155/adme/7899901
Kouadio YK, Djakouré S, Aman A, Ali KE, Koné V, Toualy E. 2013. Characterization of the boreal summer upwelling at the northern coast of the Gulf of Guinea based on the PROPAO in situ measurements network and satellite data. International Journal of Oceanography 2013.
Mallakpour I, Villarini G. 2016. A simulation study to examine the sensitivity of the Pettitt test to detect abrupt changes in mean. Hydrological Sciences Journal 61, 245–254. DOI: 10.1080/02626667.2015.1008482
Nubi O, Oyatola OO, Bonou F. 2019. Spatial variability in autumnal equatorial upwelling intensity within the Gulf of Guinea as inferred from in situ measurements. Journal of Oceanography and Marine Science 10, 1–10.
Oliver EC, Burrows MT, Donat MG, Sen Gupta A, Alexander LV, Perkins-Kirkpatrick SE, Benthuysen JA, Hobday AJ, Holbrook NJ, Moore PJ. 2019. Projected marine heatwaves in the 21st century and the potential for ecological impact. Frontiers in Marine Science 6, 734.
Oliver EC, Perkins-Kirkpatrick SE, Holbrook N, Bindoff N. 2018. Anthropogenic and natural influences on record 2016 marine heat waves.
Osada Y, Ushio M, Kondoh M. 2023. Unified understanding of nonparametric causality detection in time series. DOI: 10.1101/2023.04.20.537743
Runge J, Nowack P, Kretschmer M, Flaxman S, Sejdinovic D. 2019. Detecting and quantifying causal associations in large nonlinear time series datasets. Science Advances 5, eaau4996. DOI: 10.1126/sciadv.aau4996
Song Q, Aiki H. 2023. Equatorial wave diagnosis for the Atlantic Niño in 2019 with an ocean reanalysis. Ocean Science 19, 1705–1717.
Stock JH, Watson MW. 2017. Twenty years of time series econometrics in ten pictures. Journal of Economic Perspectives 31, 59–86.
Sugihara G, May R, Ye H, Hsieh C, Deyle E, Fogarty M, Munch S. 2012. Detecting causality in complex ecosystems. Science 338, 496–500. DOI: 10.1126/science.1227079
Tan W, Liu Y, Li X, Johnson NC, Hu Z-Z. 2023. Multi-time scale variations in Atlantic Niño and a relative Atlantic Niño index. Geophysical Research Letters 50, e2023GL106511.
Wernberg T. 2021. Marine heatwave drives collapse of kelp forests in Western Australia. In: Ecosystem Collapse and Climate Change 241, 325–343. DOI: 10.1007/978-3-030-71330-0_12
Wooldridge JM. 2016. Introductory econometrics: A modern approach. South-Western Cengage Learning.
Xie H, Li D, Xiong L. 2014. Exploring the ability of the Pettitt method for detecting change point by Monte Carlo simulation. Stochastic Environmental Research and Risk Assessment 28, 1643–1655. DOI: 10.1007/s00477-013-0814-y
Mamadou Koné*, Hilaire Amemou, Kouakou Urbain Koffi, Yves Kouadio, 2026. A minor Ivorian-Ghanian upwelling season influenced by the interaction between the Atlantic El Niño and marine heat waves. J. Biodiv. Environ. Sci., 29(2), 53-66.
Copyright © 2026 by the Authors. This article is an open access article and distributed under the terms and conditions of the Creative Commons Attribution 4.0 (CC BY 4.0) license.


