Spatio-temporal distribution of native melliferous trees under climate change and their consequences for apiculture and pollinator conservation in the Republic of Benin

Main Article Content

FELICIEN AMAKPE
CIKA ASTI AMALIA
BRICE SINSIN
ADANDE BELARMAIN FANDOHAN

Abstract

Abstract. Amakpe F, Amalia CA, Sinsin B, Fandohan AB. 2025. Spatio-temporal distribution of native melliferous trees under climate change and their consequences for apiculture and pollinator conservation in the Republic of Benin. Asian J For 9: 264-272. Climate change poses major threats to biodiversity, including the distribution of melliferous trees that sustain beekeeping and pollinator populations. In tropical regions such as the Republic of Benin (Benin), where dry-season bushfires destroy most herbaceous plants, honeybees rely heavily on perennial trees. This study assessed the impacts of climate change on the distribution of 87 native melliferous trees using the MaxEnt prediction model. The occurrence data were derived from nationwide forest survey plots. The environmental baseline data covered 1990 to 2021, and the predictive parameters covered 2041 to 2070. More than 50% of the country's territory was predicted to become unsuitable for melliferous trees by the 2070 horizon. The moderately suitable area that represented 22.92% of the country's territory will drop to 19.69% and the central parts will concentrate the highly suitable areas. The southern and northern extremities will remain unsuitable areas. The southward expansion of the unsuitable area in the Sudanian regions revealed the future bad beekeeping conditions in these areas, where deforestation is of great concern. The length of the dry season, potential evapotranspiration, and temperature seasonality were the most influential environmental variables shaping tree distribution. These shifts imply worsening conditions for apiculture and pollinator conservation, especially in northern Benin, where land degradation and deforestation are already severe. Strategic reforestation programs prioritizing native species, coupled with sustainable landscape management, will be essential for safeguarding pollinator services and ensuring the long-term viability of beekeeping in the region.

Article Details

Section

Articles

How to Cite

Spatio-temporal distribution of native melliferous trees under climate change and their consequences for apiculture and pollinator conservation in the Republic of Benin. (2025). Asian Journal of Forestry, 9(2). https://doi.org/10.13057/asianjfor/r090209

References

Abrha H, Dodiomon S, Ongoma V, Hagos H, Birhane E, Gebresamuel G, Manaye A. 2024. Response of plant species to impact of climate change in Hugumbrda Grat-Kahsu Forest, Tigray, Ethiopia: Implications for domestication and climate change mitigation. Trees For People 15: 100587. DOI: 10.1016/j.tfp.2023.100487.

Adechian SA, Baco MN, Akponikpe I, Toko II, Egah J, Affouko K. 2015. Les pratiques paysannes de gestion des pesticides sur le maïs et le coton dans le bassin cotonnier du Bénin. Vertigo 15 (2). DOI: 10.4000/vertigo.16534.

Adomou AC, Sinsin B, der Maesen V, Gerardus LJ. 2006. Phytosociological and chorological approaches to phytogeography: A meso-scale study in Benin. Syst Geogr Pl 76 (2): 155-178.

Ahouandjinou STB, Dassou GH, Ahamide IDY, Yédomonhan H, Adomou A C. 2021. Potentialités floristiques mellifères de la zone nord-ouest du Bénin (Afrique de l'ouest). Intl J Innov Appl Stud 32 (4): 552-565.

Alvarado ST, Silva TSF, Archibald S. 2018. Management impacts on fire occurrence: A comparison of fire regimes of African and South American Tropical Savannas in different protected areas. J Environ Manag 218: 79-87. DOI: 10.1016/j.jenvman.2018.04.004.

Amakpe F, Akouehou GS, de Graaf DC, Sinsin B. 2015. Determination of the silvo-melliferous regions of Benin: A nationwide categorisation of the land based on melliferous plants suitable for timber production. J Agric Rural Dev Trop Subtrop 116 (2): 143-156.

Amakpe F, Kenali I, Sinsin BA. 2024. Melissopalynologic dynamics appraisal revealed the strategic foraging adaptation of the honeybees (Apis mellifera Linnaeus 1758) to the anthropogenic impacts in the Republic of Benin. Heliyon 10: e33753. DOI: 10.1016/j.heliyon.2024.e33753.

Amakpe F, Savadogo M, Biaou H, Agbomahena MB. 2025. Roadside invasive Hyptis suaveolens ((L.) Poit, 1806) colonies green energy potential in the soudano-guinean regions of Benin. Sci Technol Sustain Agric 4 (4): 155-167. DOI: 10.2021/d46t6g54.

Amoussou E, Vodounon ST, Hougni A, Vissin EW, Houndenou C, Mahe G, Boko M. 2016. Changements environnementaux et vulnérabilité des écosystèmes dans le bassin versant béninois du fleuve Niger. Intl J Biol Chem Sci 10 (5): 2183-2201. DOI: 10.4314/ijbcs.v10i5.20.

Anderson RP, Lew D, Peterson AT. 2003. Evaluating predictive models of species' distributions: criteria for selecting optimal models. Ecol Model 162 (3): 211-232. DOI: 10.1016/S0304-3800(02)00349-6.

Arias P, Bellouin N, Coppola E, Jones R, Krinner G, Marotzke J, Zickfeld K. 2021. Climate Change 2021: The Physical Science Basis. In: Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Technical Summary. IPCC, Geneva.

Arpaia S, Smagghe G, Sweet JB. 2021. Biosafety of bee pollinators in genetically modified agro-ecosystems: Current approach and further development in the EU. Pest Manag Sci 77: 2659-2666. DOI: 10.1002/ps.6287.

Asamoah S, Mensah H, Simpeh EK, Oduro-Ofori E, Boateng SS, Boateng S, Frimpong LK, Okyere P. 2025. A review of the role of nature-based solutions in mitigating food insecurity in Africa. Green Technol Sustain 3 (2): 100173. DOI: 10.1016/j.grets.2025.100173.

Ayeko RED, Toyi SSM, Assogbadjo AE, Sinsin BA. 2023. Dynamics of inselberg landscapes and their adjacent areas in the Sudano-Guinean zone of Benin through remote sensing analysis. Veg Classif Surv 4: 189-202. DOI: 10.3897/VCS.89746.

Biaou S, Gouwakinnou GN, Noul'ekoun F, Salako KV, Houndjo KJM, Houehanou TD, Biaou HS, 2023. Incorporating intraspecific variation into species distribution models improves climate change analyses of a widespread West African tree species (Pterocarpus erinaceus Poir, Fabaceae). Glob Ecol Conserv 45: 02538. DOI: 10.1016/j.gecco.2023.e02538.

Bouko A-ABSD, Gao B, Abubakar J, Annan RF, Djessou RD, Mutelo AM, El-Saadani Z, Dehah L. 2025. Characteristics of meteorological droughts across different climatic zones in Benin. Atmosphere 16 (5): 611. DOI: 10.3390/atmos16050611.

Clarke D, Robert D. 2018. Predictive modelling of honey bee foraging activity using local weather conditions. Apidologie 49 (3): 386-396. DOI: 10.1007/s13592-018-0565-3.

D’Onofrio D, Baudena M, Lasslop G, Nieradzik LP, Wårlind D, von Hardenberg J. 2020. Linking vegetation-climate-fire relationships in sub-Saharan Africa to key ecological processes in two dynamic global vegetation models. Front Environ Sci 8: 136. DOI: 10.3389/fenvs.2020.00136.

Daniels B, Jedamski J, Ottermanns R, Ross-Nickoll M. 2020. A "plan bee" for cities: Pollinator diversity and plant-pollinator interactions in urban green spaces. PLoS ONE 15 (7): e0235492. DOI: 10.1371/journal.pone.0235492.

Dassou GH, Agoundé G, Akouete P, Favi GA, Kpétikou GC, Salako KV, Ouachinou JMAS, Makponsè J, Kouyaté AM, Sari I, Glèlè Kakaï RL, Yédomonhan H, Adomou AC. 2024. Past, present, and future potential distributions of the African multipurpose tree Detarium senegalense (Fabaceae). Plant Ecol Evol 157 (3): 343-357. DOI: 10.5091/plecevo.122470.

Descamps C, Quinet M, Jacquemart AL. 2021. Climate change–induced stress reduces the quantity and alters the composition of nectar and pollen from a bee-pollinated species (Borago officinalis, Boraginaceae). Front Plant Sci 12: 755843. DOI:10.3389/fpls.2021.755843.

Djidohonkpin D, Dassou GH, Hounkpèvi A, Ouachinou JM-AS, Favi GA, Houessou GL, Yédomonhan H, Adomou AC. 2024 Factors affecting population structure and fruit production of Strychnos innocua Delile and Strychnos spinosa Lam. in Benin, West Africa. All Life 17 (1): 2401896. DOI: 10.1080/26895293.2024.2401896.

Fandohan AB, Oduor AMO, Sode AI, Wu L, Cuni-Sanchez A, Asse'de E, Gouwakinnou GN. 2015. Modelling vulnerability of protected areas to invasion by Chromolaena odorata under current and future climates. Ecosyst Health Sustain 1 (6): 20. DOI: 10.1890/EHS15-0003.1.

Favi DGA, Agoundé GHD, Ouachinou G, Djidohokpin JMS, Adomou AC, Yédomonhan H, Tossou GM, Akoègninou A. 2022. Current and future distribution pattern of Cochlospermum planchonii and Cochlospermum tinctorium in Benin (West Africa), in response to climate change scenario. Model Earth Syst Env 8: 773-786. DOI: 10.1007/s40808-021-01109-4.

Felix KA, Houngnandan P, Azontonde HA, Benmansour M, Rabesiranana N, Mabit L. 2015. Assessment of the level of soil degradation in three watersheds affected by intensive farming practices in Benin. J Exp Biol Agric Sci 3 (6): 529-540. DOI: 10.18006/2015.3(6).529.540.

Filipiak M, Kuszewska K, Asselman M, Denisow B, Stawiarz E, Woyciechowski M, Weiner J. 2017. Ecological stoichiometry of the honeybee: pollen diversity and adequate species composition are needed to mitigate limitations imposed on the growth and development of bees by pollen quality. Plos ONE 12: e0183236. DOI: 10.1371/journal.pone.0183236.

Fourcade Y, Engler JO, Rodder D, Secondi J. 2014. Mapping species distributions with MaxEnt using a geographically biased sample of presence data: a performance assessment of methods for correcting sampling bias. Plos ONE: 9 e97122. DOI: 10.1371/journal.pone.0097122.

Gahounga FJEC, Tchetan E, Yevide SIA, Sobakin DFE, Aïzoun FD, N'po P K, Fandohan AB. 2025. Mapping the ecological niche of a key West African species: Terminalia leiocarpa. Afr J Ecol 63 (5): e70078. DOI: 10.1111/aje.70078.

Ganglo JC, Djotan GK, Gbètoho JA, Kakpo S. 2017 ecological niche modelling and strategies for the conservation of Dialium guineense Willd. (Black Velvet) in West Africa. Intl J Biodivers Conserv 9 (12): 373-388. DOI: 10.5897/IJBC2017.1151.

Hou Y, Li J, Li G, Qi W. 2023. Negative effects of urbanization on plants: a global meta-analysis. Ecol Evol 13 (4): e9894. DOI: 10.1002/ece3.9894.

Hung KLJ, Kingston JM, Albrecht M, Holway DA, Kohn JR. 2018. The worldwide importance of honey bees as pollinators in natural habitats. Proc R Soc B 285: 20172140. DOI: 10.1098/rspb.2017.2140.

Jaureguiberry P, Titeux N, Wiemers M, Bowler DE, Coscieme L. Golden AS, Guerra CA, Jacob U, Takahashi Y, Settele J, Díaz S, Molnár Z, Purvis A. 2022. The direct drivers of recent global anthropogenic biodiversity loss. Sci Adv 8 (45): eabm9982. DOI: 10.1126/sciadv.abm9982.

Kabato W, Getnet GT, Sinore T, Nemeth A, Molnar Z. 2025. Towards climate-smart agriculture: strategies for sustainable agricultural production, food security, and greenhouse gas reduction. Agronomy 15 (3): 565. DOI: 10.3390/agronomy15030565.

Kakpo AR, Vodounnon MJ, Agbangba EC, Houssoudindin G, Dagbenonbakin DG, Amadji GL, Buri MB, Glele-Kakai R. 2024. Vulnerability of Parkia biglobosa, Vitellaria paradoxa, and Vitex doniana to climate change: wild indigenous agroforestry species in Benin. Model Earth Syst Environ 10: 1599-1614. DOI: 10.1007/S40808-023-01856-6.

Mawussi KC, Adoukonou AK, Kouami K. 2024. Diversité des plantes d’intérêt apicole dans la région des Plateaux du Togo. Eur Sci J 20 (34): 183. DOI: 10.19044/esj.2024.v20n36p138.

Mwakapeje ER, Ndimuligo SA, Mosomtai G, Ayebare S, Nyakarahuka L, Nonga HE, Mdegela RH, Skjerve E. 2019. Ecological niche modelling as a tool for prediction of the potential geographic distribution of Bacillus anthracis spores in Tanzania. Intl J Infect Dis 79: 142-151. DOI: 10.1016/j.ijid.2018.11.367.

Nambima A, Houehanou TD, Adjacou M, Yehouenou N, Gouwakinnou G, Biaou H. 2023. La variation spatiale des pratiques de gestion durable des terres dans les terres de culture de l’Atacora Ouest au Bénin (Afrique de l’Ouest). Rev Mar Sci Agro Vet 11 (2): 210-216.

Odeny D, Karanja F, Mwachala G, Pellikka P, Marchant R. 2019. Impact of climate change on species distribution and carbon storage of agroforestry trees on isolated East African Mountains. Am. J. Clim. Change 8: 364-386. DOI: 10.4236/ajcc.2019.83020.

Ouattara F, Gnabahou DA, Amory Mazaudier C. 2012. Seasonal, diurnal, and solar-cycle variations of electron density at two West Africa equatorial ionization anomaly stations. Intl J Geophys 9: 640463. DOI: 10.1155/2012/640463.

Phillips SJ, Anderson RP, Schapire RE. 2006. Maximum entropy modelling of species geographic distributions. Ecol Model 190 (3-4): 231-259. DOI: 10.1016/j.ecolmodel.2005.03.026.

Platts PJ, Omeny PA, Marchant R. 2014. AFRICLIM: High-Resolution climate Projections for ecological applications in Africa. Afr J Ecol 53: 103-108. DOI: 10.1111/aje.12180.

Ramírez-Rodríguez R, Rocha J, Crespí AL, Amich F. 2025. Modelling the present potential habitat distribution of the near-threatened endemic species Silene marizii: Implications for conservation. Plant Biosyst- Intl J Deal All Aspects Plant Biol 159 (1): 154-163. DOI: 10.1080/11263504.2025.2449928.

Rodopoulou MA, Tananaki C, Dimou M, Liolios V, Kanelis D, Goras G, Thrasyvoulou A. 2018. The determination of the botanical origin in honeys with over-represented pollen combination of melissopalynological, sensory, and physicochemical analysis. J Sci Food Agric 98 (7): 2705-2712. DOI: 10.1002/jsfa.8764.

Satta A, Lesseri M, Brundu G, Floris I, Palmieri N, Pantaleoni RA, Theodorou P, Pusceddu M. 2024. How seasonality, semi?natural habitat cover, and compositional landscape heterogeneity affect pollen collection and development of Apis mellifera colonies in Mediterranean agrosylvopastoral systems. Landsc Ecol 39: 26. DOI: 10.1007/s10980-024-01826-y.

Scheffers BR. De Meester L, Bridge TC, Hoffmann AA, Pandolfi JM, Corlett RT, Butchart SH, Pearce-Kelly P, Kovacs KM, Dudgeon D, Pacifici M. 2016. The broad footprint of climate change from genes to biomes to people. Science 354 (6313): aaf7671. DOI: 10.1126/science.aaf7671.

Snyder R. 2023. Species Responses to Habitat Edges and Fragmentation Per Se: A Cross-Taxa Meta-Analysis. [Master's Theses]. John Carroll University, Ohio. [US]

Tesfamariam BG, Gessesse B, Melgani F. 2022. Maxent-based modelling of suitable habitat for rehabilitation of Podocarpus forest at landscape-scale. Environ Syst Res 11 : 4. DOI: 10.1186/s40068-022-00248-6.

Toffa Y, Idohou R, Fandohan AB. 2022. Modélisation de la distribution des espèces en Afrique: état de l'art et perspectives. Physio-Géo: Géogr Phys Environ 17: 43-65. DOI: 10.4000/physio-geo.13738.

Verchot LV, Noordwijk MV, Kandji S, Tomich T, Ong C. Albrecht A, Mackensen J, Bantilan C, Anupama KV. Palm C. 2007. Climate Change: linking adaptation and mitigation through agroforestry. Mitig Adapt Strat Glob Change 12: 901-918. DOI: 10.1007/s11027-007-9105-6.

Wambui MB, Opere A, Githaiga MJ, Karanja FK. 2018. Assessing the impacts of climate variability and climate change on biodiversity in Lake Nakuru, Kenya. Bonorowo Wetlands 8: 13-24. DOI: 10.13057/bonorowo/w080102.

Wang G, Han X, Yang C, Qian J. 2022. Predicting a suitable distribution pattern of dominant tree species in the northwestern Sichuan Plateau under climate change and multi-scenario evaluation of carbon sink potentials. Front Environ Sci 10: 909841. DOI: 10.3389/fenvs.2022.909841.

Yabi CC, Ayena JIK, Biaou S, Adomou S, Houedanou TD, Gouwakinnou GN. 2025. Climate change-induced shifts in the ecological niches of Parkia biglobosa (Jacq.) and Vitellaria paradoxa CF Gaertn, two species of agroforestry parks in Benin, West Africa. Trees For People 20: 100830. DOI: 10.1016/j.tfp.2025.100830.

Zuza E, Maseyk K, Bhagwat SA, De Sousa K, Emmott A, Rawes W. 2021. Climate suitability predictions for the cultivation of Macadamia (Macadamia Integrifolia) in Malawi using climate change scenarios. Plos ONE 16: e0257007. DOI: 10.1371/journal.pone.0257007.