Abstract
The aim of this study was to highlight the impact of climate change on the spatial distribution of Cedrus atlantica forests in the Belezma National Park (BNP) in Algeria. Maximum entropy (MaxEnt) species distribution modeling approach combined with 19 climatic, 15 soil-related and 15 topographical factors were implemented here for the spatial distribution of Cedrus atlantica. The future predictions of both horizons 2050 and 2070 (CCSM4 model) were carried out to understand the future suitable range of the species. Results showed that the model MaxEnt was efficient and revealed significantly higher measurement of the AUC value (Area Under Curve) compared to the random prediction. AUC was 0.986 for training and 0.980 for the test data. The response curves of species occurrence vs. environmental variables showed that climatic variables have the most significant contributions compared to edaphic and topographic factors. A very high decrease in suitable area of C. atlantica was forecast on the basis of our predictions for 2070. This indicates that the species has a little chance to survive under the conditions of the future climate change scenarios. Our findings incite us to call for urgent actions in order to reduce the vulnerability of this species’ habitats in front of climate change.
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References
Abel-Schaad, D., Iriarte, E., López-Sáez, et al.: Are Cedrus atlantica forests in the Rif Mountains of Morocco heading towards local extinction?. The Holocene, 0959683617752842 (2018)
Alba-Sánchez, F., López-Sáez, J.A., Nieto-Lugilde, D.: Long-term climate forcings to assess vulnerability in North Africa dry argan woodlands. Appl. Veg. Sci. 18(2), 283–296 (2015)
Allen, C.D., Macalady, A.K., Chenchouni, H., et al.: a global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests. For. Ecol. Manage. 259(4), 660–684 (2010)
Cheddadi, R., Henrot, A.J., François, L., et al.: Microrefugia, climate change, and conservation of Cedrus atlantica in the Rif mountains. Morocco. Frontiers in Ecology and Evolution 5, 114 (2017)
Chenchouni, H., et al.: The deterioration of the Atlas Cedar (Cedrus atlantica) in Algeria. Int. Conf. “Adaptation of forests and forest management to changing climate with emphasis on forest health”, FAO/IUFRO, Umeå, Sweden, p. 51 (2008)
Demarteau, M., Francois, L., Cheddadi, R., Roche, E.: Réponses de Cedrus atlantica aux changements climatiques passés et futurs. Geo-Eco-Trop 31, 105–146 (2007)
Elith, J., Graham, C.H.: Do they? How do they? why do they differ? On finding reasons for differing performances of species distribution models. Ecography 32(1), 66–77 (2009)
Elith, J., Phillips, S.J., Hastie, T., Dudík, M., Chee, Y.E., Yates, C.J.: A statistical explanation of MaxEnt for ecologists. Divers. Distrib. 17(1), 43–57 (2011)
Phillips, S.J., Anderson, R.P., Schapired, R.E.: Maximum entropy modeling of species geographic distributions. Ecol. Model. 190, 231–259 (2006)
Rhanem, M.: Aridification du climat régional et remontée de la limite inférieure du cèdre de l’Atlas (Cedrus atlantica Manetti) aux confins de la plaine de Midelt (Maroc). Physio-Géo 5, 143–165 (2011)
Sadine, S.E., Alioua, Y., Chenchouni, H.: First data on scorpion diversity and ecological distribution in the National Park of Belezma, northeast Algeria. Serket 13, 27–37 (2012)
Slimani, S., Derridj, A., Gutierrez, E.: Ecological response of Cedrus atlantica to climate variability in the Massif of Guetiane (Algeria). Forest Systems 23(3), 448–460 (2014)
Solomon, S., Plattner, G.K., Knutti, R., Friedlingstein, P.: Irreversible climate change due to carbon dioxide emissions. Proc. Natl. Acad. Sci. 106(6), 1704–1709 (2009)
Tabet, S., Belhemra, M., Francois, L., Arar, A.: Evaluation by prediction of the natural range shrinkage of Quercus ilex L. in eastern Algeria. Forestist 68(1), 7–15 (2018)
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Arar, A., Tabet, S., Nouidjem, Y., Bounar, R., Chenchouni, H. (2019). Projected Small-Scale Range Reductions of Cedrus atlantica Forests Due to Climate Change at the Belezma National Park (Algeria). In: Chenchouni, H., Errami, E., Rocha, F., Sabato, L. (eds) Exploring the Nexus of Geoecology, Geography, Geoarcheology and Geotourism: Advances and Applications for Sustainable Development in Environmental Sciences and Agroforestry Research. CAJG 2018. Advances in Science, Technology & Innovation. Springer, Cham. https://doi.org/10.1007/978-3-030-01683-8_4
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DOI: https://doi.org/10.1007/978-3-030-01683-8_4
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