Priority area for sustainable Cashew (Anacardium occidentale L.) growing in Togo: Economic implications and conservation areas
Keywords:
Fruit crops, Climate change, Habitats, MaxEnt, TogoAbstract
Understanding a species’ current and future potential habitat is crucial to design its policy for management and cultivation practices that are more resilient in the face of climate change. This study assessed the present-day distribution and predicted the potential effect of climate change on the distribution of Anacardium occidentale’s habitat in Togo under two Representative Concentration Pathways (RCP4.5 and RCP8.5) by 2055. Maximum Entropy algorithm, 2538 species occurrence records, and a combination of 23 climate- and soil-related variables were used. Soil, isothermality, temperature seasonality, and annual precipitation are the most significant environmental factors affecting the distribution of the species in Togo. Based on the current model, 54.45% of the Togolese landscape is favourable for cashew development, mainly in the plains of Guinean and Sudanese savannahs. Unfavourable areas (15.20%) are in the southern mountainous areas of Togo and coastal areas. An increase in favourable areas and a slight decrease in unfavourable and moderately favourable areas are predicted by 2055, considering the two scenarios.
References
Bogner J., Pipatti R., Hashimoto S., Diaz C., Mareckova K., Diaz L., Kjeldsen P., Monni S., Faaij A. & Gao Q., Mitigation of global greenhouse gas emissions from waste: conclusions and strategies from the Intergovernmental Panel on Climate Change (IPCC) Fourth Assessment Report. Working Group III (Mitigation). Waste Management & Research, 26 (1) (2008): 11-32. https://doi.org/10.1177/0734242x07088433
Walther G.-R., Post E., Convey P., Menzel A., Parmesan C., Beebee T.J., Fromentin J.-M., Hoegh-Guldberg O. & Bairlein F., Ecological responses to recent climate change, Nature, 416 (6879) (2002): 389-395. https://doi.org/10.1038/416389a
Koungbanane D., Zahiri P.E., Totin Vodounon H.S., Amoussou E., Lare L.Y. & Koubodana D.N., Analyse fréquentielle et détermination des seuils pluvio-hydrologiques de risques d’inondation dans le bassin-versant de l’Oti au Togo, Afrique SCIENCE, 17 (1) (2020): 73-88. Available online:
http://www.afriquescience.net/PDF/17/1/7.pdf
Folega F., Diwediga B., Guuroh R.T., Wala K. & Akpagana K., Riparian and stream forests carbon sequestration in the context of high anthropogenic disturbance in Togo, Moroccan Journal of Agricultural Sciences, 1 (1) (2020). [HTLM version]: https://techagro.org/index.php/MJAS/article/view/820
APG III, An update of the Angiosperm Phylogeny Group classification for the orders and families of flowering plants: APG III, Bot. J. Linn. Soc., 161 (2) (2009): 105-121. https://doi.org/10.1111/j.1095-8339.2009.00996.x
Brunel J.F., Hiepko P. & Scholz H., Flore analytique du Togo : Phanerogames (1984) Berlin & Eschborn: GTZ, 751p. https://doi.org/10.2307/3776742
Somé L.F.M.C., "Analyse socio-économique des systèmes de production d’anacarde au Burkina Faso : cas des régions des Cascades et des Hauts-Bassins", Université polytechnique de Bobo-Dioulasso, (2014), 66p. Available online:
https://beep.ird.fr/collect/upb/index/assoc/IDR-2014-SOM-ANA/IDR-2014-SOM-ANA.pdf
Ndiaye S., Charahabil M.M. & Diatta M., Caractéristiques des plantations d’anacardiers (Anacardium occidentale L.) et déterminants économiques des exploitations en Casamance, VertigO-la revue électronique en sciences de l'environnement, (2021). https://doi.org/10.4000/vertigo.28723
Bezerra M.A., Lacerda C.F.d., Gomes Filho E., de Abreu C.E. & Prisco J.T., Physiology of cashew plants grown under adverse conditions, Brazilian Journal of Plant Physiology, 19 (4) (2007): 449-461. https://doi.org/10.1590/S1677-04202007000400012
Akinhanmi T., Atasie V. & Akintokun P., Chemical composition and physicochemical properties of cashew nut (Anacardium occidentale) oil and cashew nut shell liquid, Journal of Agricultural, Food and Environmental Sciences, 2 (1) (2008): 1-10. Available online:
https://unaab.edu.ng/wp-content/uploads/2010/11/1538_1315.pdf
Hien S., "Aperçu de l’évolution de la production d’anacarde et évolution du marché de noix brutes de cajou dans la sous-région et perspectives pour 2019/2020". In Forum sur la CAjou Sahélien. FOCAS, 2019, 5-7 August, Bamako, Mali, 16p. Available online:
Ndiaye I.S., "Analyse de la performance d’une filière d’exportation et impact dans l’atténuation des effets des changements climatiques : Cas de l'anacarde au Sénégal". In Conference on Climate Change and Food Security in West Africa. 7-18 November, 2018, Dakar, Sénégal, 13p. Available online: https://research4agrinnovation.org/publication/proceedings-wascal-conference/
Rosenzweig C., Karoly D., Vicarelli M., Neofotis P., Wu Q., Casassa G., Menzel A., Root T.L., Estrella N. & Seguin B., Attributing physical and biological impacts to anthropogenic climate change, Nature, 453 (7193) (2008): 353-357. https://doi.org/10.1038/nature06937
Lefèbvre A., L'anacardier, une richesse de Madagascar, Fruits, 24 (1) (1969): 43-61. Available online:
https://revues.cirad.fr/index.php/fruits/article/view/33606
Ern H., Die Vegetation Togos, Gliederung, Gefährdung, Erhaltung, Willdenowia, 9 (2) (1979): 295-315. ISSN : 0511-9618. https://www.jstor.org/stable/3995654
Akpagana K. & Bouchet P., Etat actuel des connaissances sur la flore et la végétation du Togo, Acta botanica gallica, 141 (3) (1994): 367-372.
https://doi.org/10.1080/12538078.1994.10515170
Padakale E., Atakpama W., Dourma M., Dimobe K., Wala K. & Akpagana K., Woody species diversity and structure of Parkia biglobosa Jacq. Dong parklands in the sudanian zone of Togo (west africa), Annual Review & Research in Biology, 6 (2) (2015): 103-114. https://doi.org/10.9734/ARRB/2015/14105
Kebenzikato A.B., Wala K., Dourma M., Atakpama W., Dimobe K., Pereki H., Batawila K. & Akpagana K., Distribution et structure des parcs à Adansonia digitata L. (baobab) au Togo, Afrique Sci., 10 (2) (2014): 434-449. Available on: https://www.ajol.info/index.php/afsci/issue/view/11603
Atakpama W., Atoemne K., Egbelou H., Padakale E., Batawila K. & Akpagana K., Distribution et démographie des parcs à rôniers dans la Région des Savanes du Togo, African Journal on Land Policy and Geospatial Sciences, 5 (2) (2022): 290-302. Available on:
https://revues.imist.ma/index.php/AJLP-GS/article/view/28341
Folega F., Atakpama W., Kanda M., Wala K., Batawila K. & Akpagana K., Agroforestry parklands and carbon sequestration in tropical Sudanese region of Togo, Revue Marocaine des Sciences Agronomiques et Vétérinaires, 7 (4) (2019): 563-570. [version HTML]:
https://www.agrimaroc.org/index.php/Actes_IAVH2/article/view/745
Diwediga B., Batawila K., Wala K., Hounkpè K., Gbogbo A.K., Akpavi S., Tatoni T. & Akpagana K., Exploitation agricole des berges : une strategie d’adaptation aux changements climatiques destructrice des forets galleries dans la plaine de l’Oti, African Socio. Rev., 16 (1) (2012): 77-99. Available on: https://www.ajol.info/index.php/asr/article/view/87627
Folega F., Diwediga B., Guuroh R., Wala K. & Akpagana K., Riparian and stream forests carbon sequestration in the context of high anthropogenic disturbance in Togo, Mor. J. Agri. Sci., 1 (2020): 39-49. [HTML version]: https://www.techagro.org/index.php/MJAS/article/view/820
Atsri H.K., Abotsi K.E. & Kokou K., Enjeux écologiques de la conservation des mosaïques forêt-savane semi-montagnardes au centre du Togo (Afrique de l’Ouest), Journal of Animal & Plant Sciences, 38 (1) (2018): 6112-6128. Available online:
http://m.elewa.org/Journals/wp-content/uploads/2018/10/6.Atsri_.pdf
Wala K., Sinsin B., Guelly K.A., Kokou K. & Akpagana K., Typologie et structure des parcs agroforestiers dans la préfecture de Doufelgou (Togo), Sécheresse, 16 (3) (2005): 209-216. Available on: http://www.secheresse.info/spip.php?article7087
Kokou K., Atato A., Bellefontaine R., Kokuste A.D. & Caballé G., Diversité des forêts denses sèches du Togo (Afrique de l'Ouest), Rev. Ecol. Terre Vie, 61 (2006): 225-246. Available online: https://hal.archives-ouvertes.fr/hal-03533267
Sylvain J.P., Collart J., Aregba A. & Godonou S., 1986. Notice explicative de la carte géologique 1/500.0000è du Togo, Mém. n°6, D.G.M.G./B.N.R.M., Lomé – Togo. Direction Generale des Mines de la Géologie et du Bureau National de Recherches Minières.
Akpagana K., "Recherches sur les forêts denses humides du Togo", Univ. Bordeaux III, France, Phd Thesis. (1989), 181 p.
Kombate B., Dourma M., Folega F., Woegan A.Y. & Akpagana K., Structure et potentiel de séquestration de carbone des formations boisées du Plateau Akposso en zone sub-humide au Togo, Afrique Sci., 15 (2) (2019): 70-79. Available online: http://www.afriquescience.net/AS/15/7.pdf
Djiwa O., Pereki H. & Guelly A.K., Typology of cocoa-based agroforestry systems of the semi-deciduous forest zone in Togo (West Africa), International Journal of Biodiversity and Conservation, 12 (4) (2020): 270-282. https://doi.org/10.5897/IJBC2020.1426
Batawila K., "Recherches sur les formations dégradées et jachères de la plaine côtière du sud Togo". Univ. Lomé, Lomé, Togo, Mém. DEA, (1997), 65 p.
Kokou K. & Caballé G., Les îlots forestiers de la plaine côtière togolaise, BFT, 263 (1) (2000): 39-51. https://doi.org/10.19182/bft2000.263.a20059
Guelly A.K., Pereki H. & Djiwa O., 2020. "Cartographie des acteurs et des écosystèmes de mangrove du littoral togolais". In. FAO, Lomé, Togo, 43. https://doi.org/10.4060/ca8640fr
Amegnaglo K.B., Dourma M., Akpavi S., Akodewou A., Wala K., Diwediga B., Atakpama W., Agbodan K.M.L., Batawila K. & Akpagana K., Caractérisation des formations végétales pâturées de la zone guinéenne du Togo : typologie, évaluation de la biomasse, diversité, valeur fourragère et régénération, International Journal of Biological and Chemical Sciences, 12 (5) (2018): 2065-2084. https://doi.org/10.4314/ijbcs.v12i5.9
Platts P.J., Omeny P. & Marchant R., AFRICLIM: high-resolution climate projections for ecological applications in Africa, African Journal of Ecology, 53 (1) (2015): 103-108. https://doi.org/10.1111/aje.12180
FAO/IIASA/ISRIC/ISSCAS/JRC, 2012. Harmonized World Soil Database (version 1.2). Laxenburg, Austria: FAO, Rome, Italy and IIASA, 38 p.
Moukrim S., Lahssini S., Rifai N., Menzou K., Mharzi-Alaoui H., Labbaci A., Rhazi M., Wahby I., El Madihi M. & Rhazi L., Modélisation de la distribution potentielle de Cedrus atlantica Manetti au Maroc et impacts du changement climatique, Bois & Forets des Tropiques, 344 (2020): 3-16.
https://doi.org/10.19182/bft2020.344.a31888
Feng X., Park D.S., Liang Y., Pandey R. & Papeş M., Collinearity in ecological niche modeling: Confusions and challenges, Ecology and evolution, 9 (18) (2019): 10365-10376. https://doi.org/10.1002/ece3.5555
Dimobe K., Ouédraogo A., Ouédraogo K., Goetze D., Stein K., Schmidt M., Nacoulma B.M.I., Gnoumou A., Traoré L. & Porembski S., Climate change reduces the distribution area of the shea tree (Vitellaria paradoxa CF Gaertn.) in Burkina Faso, Journal of Arid Environments, 181 (2020): 104237. https://doi.org/10.1016/j.jaridenv.2020.104237
Atakpama W., Wala K., Gouwakinnou G.N., Pereki H., Akodewou A., Batawila K. & Akpagana K., Abundance, distribution pattern and potential suitable habitat of Sterculia setigera Del. in Togo (West Africa), International Journal of Innovation and Scientific Research, 26 (1) (2016): 23-38.
http://www.ijisr.issr-journals.org/abstract.php?article=IJISR-16-131-02
Meinshausen M., Smith S.J., Calvin K., Daniel J.S., Kainuma M.L., Lamarque J.-F., Matsumoto K., Montzka S.A., Raper S.C. & Riahi K., The RCP greenhouse gas concentrations and their extensions from 1765 to 2300, Climatic change, 109 (1) (2011): 213-241. https://doi.org/10.1007/s10584-011-0156-z
Phillips S.J., Anderson R.P. & Schapire R.E., Maximum entropy modeling of species geographic distributions, Ecol. Model., 190 (3-4) (2006): 231-259. https://doi.org/10.1016/j.ecolmodel.2005.03.026
Swets J.A., Measuring the accuracy of diagnostic systems. Science, 240 (4857) (1988): 1285-1293. https://www.science.org/doi/10.1126/science.3287615
Abdou L., Diouf A., Inoussa M., Mamoudou B., Illiassou S. & Mahamane A., Modeling the geographic distribution of Prosopis africana (G. and Perr.) Taub. in Niger., Environment and Natural Resources Research, 6 (2) (2016): 136-144. https://doi.org/10.5539/enrr.v6n2p136
Lyam P.T., Adeyemi T.O. & Ogundipe O.T., Distribution modelling of Chrysophyllum albidum G. Don. in South-West Nigeria, Journal of Natural & Environmental Sciences, 3 (2) (2012): 7-14. Available on:
Lahoz-Monfort J.J., Guillera‐Arroita G. & Wintle B.A., Imperfect detection impacts the performance of species distribution models, Global ecology and biogeography, 23 (4) (2014): 504-515. https://doi.org/10.1111/geb.12138
Ricau P., 2013. Connaître et comprendre le marché international de l’anacarde. 48 p. Available online:
Gouwakinnou N.G., Using niche modeling to plan conservation of an indigenous tree species under changing climate: example of Sclerocarya birrea in Benin, West Africa, Res. Dev. sub-Saharan Africa, 5 (5) (2013): 1-8. Availableon: https://www.researchgate.net/profile/Gerard-Gouwakinnou/publication/281296116_Using_niche_modeling_to_plan_conservation_of_an_indigenous_tree_species_under_changing_climate_example_of_Sclerocarya_birrea_in_Benin_West_Africa/links/55e0cb4b08aecb1a7cc5711e/U
Austin M.P. & Van Niel K.P., Improving species distribution models for climate change studies: variable selection and scale, Journal of Biogeography 38(1) (2010), 1-8. https://doi.org/10.1111/j.1365-2699.2010.02416.x
Mod H.K., Scherrer D., Luoto M. & Guisan A., What we use is not what we know: environmental predictors in plant distribution models, Journal of Vegetation Science, 27 (6) (2016): 1308-1322. [HTML version]: https://onlinelibrary.wiley.com/doi/epdf/10.1111/jvs.12444
Gnahoua G.M. & Louppe D., 2003. Anacardier, HAL-Archives ouvertes. http://hal.cirad.fr/cirad-00429280
Chytrý M., Tichý L. & Roleček J., Local and regional patterns of species richness in Central European vegetation types along the pH/calcium gradient, Folia Geobotanica, 38 (4) (2003): 429-442. https://doi.org/10.1007/BF02803250
Hossner L., 2008. Field pH. Encyclopedia of Soil Science. 271-272. https://doi.org/10.1007/978-1-4020-3995-9
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Revue Nature et Technologie
This work is licensed under a Creative Commons Attribution 4.0 International License.
- All publications of "Nature & Technology Journal" are available under CC-BY Creative Commons Attribution 4.0 International which allows sharing, copying, reproduction, distribution, communication, reuse, adaptation by all means, in all formats and under all licenses.
- Any exploitation of the work or derivative works, including for commercial purposes, is possible. The only obligation is to credit the creators of the authorship of the original works, to indicate the sources and to indicate if modifications were made to the works (obligation of attribution).
This License gives:
- Nature & Technology Journal the right to develop, promote, distribute and archive the article set cited above (including, without limitation, the right to publish the work in whole or in part in any form whatsoever) and ensure the widest dissemination.
- The author (s) reserves the right to use all or part of this article, including tables and figures of his own works, providing that the appropriate recognition is given to the publisher as the holder of the copyrights, and the right to make copies of this article for its own use, but not for sale.