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Climate Change Impact on Potential Distribution of an Endemic Species Abies marocana Trabut Cover

Climate Change Impact on Potential Distribution of an Endemic Species Abies marocana Trabut

Open Access
|Dec 2022

References

  1. Achhal, A., Akabli, O., Barbero, M., Benabid, A., M’hirit, A., Peyre, C., Quezel, P. & Rivas-Martinez S. (1979). A propos de la valeur bioclimatique et dynamique de quelques essences forestières au Maroc. Ecol. Mediterr., 5, 211‒249.10.3406/ecmed.1979.960
  2. Alaoui, A., Laaribya, S., Ayan, S., Ghallab, A. & López-Tirado J. (2021). Modelling spatial distribution of endemic Moroccan (Abies marocana Trabut) in Talassemtane National Park, Morocco. Austrian Journal of Forest Science, 138(2), 73‒94.
  3. Alaoui, M.L., Knees, S. & Gardner M. (2011). Abies pinsapo var. Marocana. Ceballos & Bolaño. The IUCN Red List of Threatened Species. DOI: 10.2305/IUCN.UK.2011-2.RLTS.T34126A9841418.en.
  4. Alimonti, G., Mariani, L., Prodi, F. & Ricci R.A. (2022). A critical assessment of extreme events trends in times of global warming. The European Physical Journal Plus, 137(1), 112. DOI: 10.1140/epjp/s13360-021-02243-9.
  5. Allouche, O., Tsoar, A. & Kadmon R. (2006). Assessing the accuracy of species distribution models : Prevalence, kappa and the true skill statistic (TSS): Assessing the accuracy of distribution models. J. Appl. Ecol., 43(6), 1223‒1232. DOI: 10.1111/j.1365-2664.2006.01214.x.
  6. Austin, M. (2007). Species distribution models and ecological theory : A critical assessment and some possible new approaches. Ecol. Model., 200(1–2), 1‒19. DOI:10.1016/j.ecolmodel.2006.07.005
  7. Barbero, M. & Quezel P. (1975). Les forêts de sapin sur le pourtour méditerranéen. Anales Inst. Bot. Cavanilies, 32(2), 1245‒1289.
  8. Benabid, A. (1982). Bref aperçu sur la zonation altitudinale de la végétation climacique du Maroc. Ecol. Mediterr., 8(1), 301‒315. DOI: 10.3406/ecmed.1982.1956.
  9. Benabid, A. (2000). Flore et écosystèmes du Maroc : Evaluation et préservation de la biodiversité. Ibis Press & Kalila Wa Dimna. http://agris.fao.org/agris-search/search.do?recordID=XF2015030117
  10. Benabou, A., Moukrim, S., Lahssini, S., El Aboudi, A., Menzou, K., Elmalki, M., El Madihi, M., & Rhazi, L. (2022). Impact of the climate change on potential distribution of Quercus suber in the conditions of North Africa. Biosyst. Divers., 30(3), 289‒294. DOI: 10.15421/012233.
  11. Ben-Said, M., Ghallab, A., Lamrhari, H., Carreira, J.A., Linares, J.C. & Taïqui L. (2020). Characterizing spatial structure of Abies marocana forest through point pattern analysis. Forest Systems, 29(2), e014. DOI: 10.5424/fs/2020292-16754.
  12. Brooks, T.M., Mittermeier, R.A., Mittermeier, C.G., da Fonseca, G.A.B., Ry-lands, A.B., Konstant, W.R., Flick, P., Pilgrim, J., Oldfield, S., Magin, G. & Hilton-Taylor C. (2002). Habitat Loss and Extinction in the Hotspots of Biodiversity. Conserv. Biol., 16(4), 909‒923. DOI: 10.1046/j.1523-1739.2002.00530.x.
  13. Castro, I., Stan, A. B., Taiqui, L., Schiefer, E., Ghallab, A., Derak, M. & Fulé P.Z. (2022). Detecting Fire-Caused Forest Loss in a Moroccan Protected Area. Fire, 5(2), 51. DOI: 10.3390/fire5020051.
  14. Di Nuzzo, L., Vallese, C., Benesperi, R., Giordani, P., Chiarucci, A., Di Cecco, V., Di Martino, L., Di Musciano, M., Gheza, G., Lelli, C., Spitale, D. & Nascimbene J. (2021). Contrasting multitaxon responses to climate change in Mediterranean mountains. Scientific Reports, 11(1), 4438. DOI: 10.1038/s41598-021-83866-x.790482033627718
  15. Dinerstein, E., Olson, D., Joshi, A., Vynne, C., Burgess, N.D., Wikramanayake, E., Hahn, N., Palminteri, S., Hedao, P., Noss, R., Hansen, M., Locke, H., Ellis, E.C., Jones, B., Barber, C.V., Hayes, R., Kormos, C., Martin, V., Crist, E., Sechrest, W., Price, L., Baillie, J.E.M., Weede, D., Suckling, K., Davis, C., Sizer, N., Moore, R., Thau, D., Birch, T., Potapov, P., Turubanova, S., Tyukavina, A., de Souza, N., Pintea, L., Brito, J.C., Llewellyn, O.A., Miller, A.G., Patzelt, A., Ghazanfar, S.A., Timber-lake, J., Klöser, H., Shennan-Farpón, Y., Kindt, R., Lillesø Barnekow, J.-P., van Breugel, P., Graudal, L., Voge M., Al-Shammari, K.F. & Saleem M. (2017). An Ecoregion-Based Approach to Protecting Half the Terrestrial Realm. BioScience, 67(6), 534‒545. DOI: 10.1093/biosci/bix014.545128728608869
  16. Driouech, F., Déqué, M. & Sánchez-Gómez E. (2010). Weather regimes—Moroccan precipitation link in a regional climate change simulation. Global and Planetary Change, 72(1), 1‒10. DOI: 10.1016/j.gloplacha.2010.03.004.
  17. Elith, J. & Graham C.H. (2009). Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models. Ecography, 32(1), 66‒77. DOI: 10.1111/j.1600-0587.2008.05505.x.
  18. Elith, J., Graham, C.H., Anderson, R., Dudík, M., Ferrier, S.J., Hijmans, R., Guisan, A., Huettmann, F., Leathwick, J.R., Lehmann, A., Li, J. & Lohmann L.G. (2006). Novel methods improve prediction of species’ distributions from occurrence data. Ecography, 29(2), 129‒151. DOI: 10.1111/j.2006.0906-7590.04596.x.
  19. Fennane, M. & Ibn Tattou M. (2012). Statistiques et commentaires sur l’inventaire actuel de la flore vasculaire du Maroc. Bulletin de l’Institut Scientifique, Rabat, section Sciences de la Vie, 34(1), 1‒9.
  20. Fick, S.E. & Hijmans R.J. (2017). WorldClim 2 : New 1-km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37(12), 4302‒4315. DOI: 10.1002/joc.5086.
  21. Fitzpatrick, M.C., Gotelli, N.J. & Ellison A.M. (2013). MaxEnt versus Max-Like : Empirical comparisons with ant species distributions. Ecosphere, 4(5), art55. DOI: 10.1890/ES13-00066.1.
  22. Fordham, D.A., Resit Akçakaya, H., Araújo, M.B., Elith, J., Keith, D.A., Pearson, R., Auld, T.D., Mellin, C., Morgan, J.W., Regan, T.J., Tozer, M., Watts, M.J., White, M., Wintle, B.A., Yates, C. & Brook B.W. (2012). Plant extinction risk under climate change : Are forecast range shifts alone a good indicator of species vulnerability to global warming? Global Change Biology, 18(4), 1357‒1371. DOI: 10.1111/j.1365-2486.2011.02614.x.
  23. Franklin, J. (2009). Mapping species distributions : Spatial inference and prediction. Cambridge: Cambridge University Press. DOI: 10.1017/CBO9780511810602.
  24. Gazol, A., Camarero, J.J., Gutiérrez, E., Popa, I., Andreu-Hayles, L., Motta, R., Nola, P., Ribas, M., Sangüesa-Barreda, G., Urbinati, C. & Carrer M. (2015). Distinct effects of climate warming on populations of silver fir ( Abies alba ) across Europe. J. Biogeogr., 42(6), 1150‒1162. DOI: 10.1111/jbi.12512.
  25. Gbetoho, A.J., Aoudji, A.K.N., Roxburgh, L. & Ganglo J.C. (2017). Assessing the suitability of pioneer species for secondary forest restoration in Benin in the context of global climate change. Bois For. Trop., 232(2), 43‒55. DOI: 10.19182/bft2017.332.a31332.
  26. Gleckler, P.J., Taylor, K.E. & Doutriaux C. (2008). Performance metrics for climate models. J. Geophys. Res., 113(D6). DOI: 10.1029/2007JD008972
  27. Guisan, A., Thuiller, W. & Zimmermann N.E. (2017). Habitat suitability and distribution models with applications in R. Cambridge: Cambridge University Press. DOI: 10.1017/9781139028271.
  28. Guisan, A. & Zimmermann N.E. (2000). Predictive habitat distribution models in ecology. Ecol. Model., 135(2), 147‒186. DOI: 10.1016/s0304-3800(00)00354-9.
  29. Hanley, J.A. & McNeil B.J. (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143(1), 29‒36. DOI: 10.1148/radiology.143.1.7063747.7063747
  30. Hooper, D.U., Adair, E.C., Cardinale, B.J., Byrnes, J.E., Hungate, B.A., Matulich, K.L., Gonzalez, A., Duffy, J.E., Gamfeldt, L. & O’Connor M.I. (2012). A global synthesis reveals biodiversity loss as a major driver of ecosystem change. Nature, 486(7401), 105‒108. DOI: 10.1038/nature11118.22678289
  31. Hughes, L. (2000). Biological consequences of global warming : Is the signal already apparent? Trends Ecol. Evol., 15(2), 56‒61. DOI: 10.1016/S0169-5347(99)01764-4.
  32. Iler, A.M., Compagnoni, A., Inouye, D.W., Williams, J.L., CaraDonna, P.J., Anderson, A. & Miller T.E.X. (2019). Reproductive losses due to climate change-induced earlier flowering are not the primary threat to plant population viability in a perennial herb. J. Ecol., 107(4), 1931‒1943. DOI: 10.1111/1365-2745.13146.
  33. IPCC (2013). Climate change 2013 : The physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge: Cambridge University Press.
  34. IPCC (2021). Summary for Policymakers. In : 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: Cambridge University Press. DOI: 10.1017/9781009157896.001
  35. Khabbach, A., Libiad, M., Haissoufi, M.E., Bourgou, S., Megdiche, W., Lamchouri, F., Ghrabi-Gammar, Z., Menteli, V., Vokou, D., Tsoktouridis, G. & Krigas N. (2022). Electronic commerce of the endemic plants of northern Morocco (mediterranean coast-rif) and Tunisia over the internet. Botanical Sciences, 100(1), 139‒152. DOI: 10.17129/botsci.2850.
  36. Knutti, R., Abramowitz, G., Eyring, V., Gleckler, P.J., Hewitson, B. & Mearns L. (2010). Good practice guidance paper on assessing and combining multi model climate projections. In T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor & P.M. Midgley (Eds.), Meeting Report of the IPCC Expert meeting on assessing and combining multi model climate projections (pp. 1‒11). IPCC Working Group I Technical Support Unit, University of Bern. https://academicjournals.org/journal/JENE/article-abstract/C1CDB822968.
  37. Kriegler, E., O’Neill, B.C., Hallegatte, S., Kram, T., Lempert, R.J., Moss, R.H. & Wilbanks T. (2012). The need for and use of socio-economic scenarios for climate change analysis : A new approach based on shared socio-economic pathways. Global Environmental Change, 22(4), 807‒822. DOI: 10.1016/j.gloenvcha.2012.05.005.
  38. Linares, J.C. (2011). Biogeography and evolution of Abies (Pinaceae) in the Mediterranean Basin : The roles of long-term climatic change and glacial refugia: Biogeography and evolution of the circum-Mediterranean firs. J. Biogeogr., 38(4), 619‒630. DOI: 10.1111/j.1365-2699.2010.02458.x.
  39. López-Tirado, J. & Hidalgo P.J. (2014). A high resolution predictive model for relict trees in the Mediterranean-mountain forests (Pinus sylvestris L., P. nigra Arnold and Abies pinsapo Boiss.) from the south of Spain : A reliable management tool for reforestation. For. Ecol. Manag., 330, 105‒114. DOI: 10.1016/j.foreco.2014.07.009.
  40. Malcolm, J.R., Liu, C., Neilson, R.P., Hansen, L. & Hannah L. (2006). Global warming and extinctions of endemic species from biodiversity hotspots. Conserv. Biol., 20(2), 538‒548. DOI: 10.1111/j.1523-1739.2006.00364.x.16903114
  41. McCarty, J.P. (2001). Ecological consequences of recent climate change. Conserv. Biol., 15(2), 320‒331. DOI: 10.1046/j.1523-1739.2001.015002320.x
  42. Medail, F. & Quezel P. (1997). Hot-spots analysis for conservation of plant biodiversity in the mediterranean basin. Ann. Mo. Bot. Gard., 84(1), 112. DOI: 10.2307/2399957.
  43. Merow, C., Smith, M.J. & Silander J.A. (2013). A practical guide to MaxEnt for modeling species’ distributions : What it does, and why inputs and settings matter. Ecography, 36(10), 1058‒1069. DOI: 10.1111/j.1600-0587.2013.07872.x.
  44. Miller, R.G. (1974). An Unbalanced Jackknife. Annals of Statistics, 2(5), 880‒891. DOI: DOI: 10.1214/aos/1176342811.
  45. Moore, H.M., Fox, H.R., Harrouni, M.C. & Alami A.E. (1998). Environmental challenges in the Rif mountains, northern Morocco. Environ. Conserv., 25(4), 354‒365. DOI: 10.1017/S0376892998000435.
  46. Moritz, C. & Agudo R. (2013). The Future of Species Under Climate Change : Resilience or Decline? Science, 341(6145), 504‒508. DOI: 10.1126/science.1237190.23908228
  47. Moukrim, S., Lahssini, S., Rhazi, M., Alaoui, H.M., Benabou, A., Wahby, I., El Madihi, M., Arahou, M. & Rhazi L. (2019). Climate change impacts on potential distribution of multipurpose agro-forestry species : Argania spinosa (L.) Skeels as case study. Agrofor. Syst., 93(4), 1209‒1219. DOI: 10.1007/s10457-018-0232-8.
  48. Moukrim, S., Lahssini, S., Rifai, N., Menzou, K., Mharzi-Alaoui, H., Labbaci, A., Rhazi, M., Wahby, I. W., El Madihi, M. & Rhazi L. (2020). Modélisation de la distribution potentielle de Cedrus atlantica Manetti au Maroc et impacts du changement climatique. Bois For. Trop., 344, 3‒16. DOI: 10.19182/bft2020.344.a31888.
  49. Myers, N., Mittermeier, R.A., Mittermeier, C.G., Da Fonseca, G.A. & Kent J. (2000). Biodiversity hotspots for conservation priorities. Nature, 403(6772), 853‒858. DOI: 10.1038/35002501.10706275
  50. Navarro-Cerrillo, R.M., Manzanedo, R.D., Rodriguez-Vallejo, C., Gazol, A., Palacios-Rodríguez, G. & Camarero J.J. (2020). Competition modulates the response of growth to climate in pure and mixed Abies pinsapo subsp. Maroccana forests in northern Morocco. For. Ecol. Manag., 459, 117847. DOI: 10.1016/j.foreco.2019.117847.
  51. NFI (2005). National Forest Inventory; High Commission for Water, Forests and Combating Desertification, Morocco.Map.
  52. Phillips, S.J., Anderson, R.P. & Schapire R.E. (2006). Maximum entropy modeling of species geographic distributions. Ecol. Model., 190(3‒4), 231‒259. DOI: 10.1016/j.ecolmodel.2005.03.026.
  53. Phillips, S.J. & Dudík M. (2008). Modeling of species distributions with Maxent : New extensions and a comprehensive evaluation. Ecography, 31(2), 161‒175. DOI: 10.1111/j.0906-7590.2008.5203.x.
  54. Pielke Jr, R., Burgess, M.G. & Ritchie J. (2022). Plausible 2005–2050 emissions scenarios project between 2 °C and 3 °C of warming by 2100. Environmental Research Letters, 17(2), 024027. DOI: 10.1088/1748-9326/ac4ebf.
  55. Pierce, D.W., Barnett, T.P., Santer, B.D. & Gleckler P.J. (2009). Selecting global climate models for regional climate change studies. Proc. Natl. Acad. Sci., 106(21), 8441‒8446. DOI: 10.1073/pnas.0900094106.268900319439652
  56. Quezel, P. (1998). Diversité et répartition des sapins sur le pourtour méditerranéen. Forêt Méditerranéenne, 19(2), 93‒104.
  57. Savage, J. & Vellend M. (2015). Elevational shifts, biotic homogenization and time lags in vegetation change during 40 years of climate warming. Ecography, 38(6), 546‒555. DOI: 10.1111/ecog.01131.
  58. Sánchez-Robles, J.M., Balao, F., Terrab, A., García-Castaño, J.L., Ortiz, M.A., Vela, E. & Talavera S. (2014). Phylogeography of SW Mediterranean firs : Different European origins for the North African Abies species. Mol. Phylogenet. Evol., 79, 42‒53. DOI: 10.1016/j.ympev.2014.06.005.24971738
  59. Sánchez-Velásquez, L. R., Pineda-López, M. del R., Ibarra-Zavaleta, S. P. & López-Serrano Y. (2021). Fir forest demography using matrix projections : Anomaly precipitation due to climatic change decrease population viability. For. Ecol. Manag., 482, 118845. DOI: 10.1016/j.foreco.2020.118845.
  60. Swets, J.A. (1988). Measuring the Accuracy of Diagnostic Systems. Science, New Series, 240(4857), 1285‒1293. DOI: 10.1126/science.3287615.3287615
  61. Terhürne-Berson, R., Litt, T. & Cheddadi R. (2004). The spread of Abies throughout Europe since the last glacial period : Combined macrofossil and pollen data. Veg. Hist. Archaeobot., 13(4), 257‒268. DOI: 10.1007/s00334-004-0049-4.
  62. Thomas, C.D., Cameron, A., Green, R.E., Bakkenes, M., Beaumont, L.J., Collingham, Y.C., Erasmus, B.F., De Siqueira, M.F., Grainger, A., Hannah, L., Hughes, L., Huntley, B., van Jaarsveld, A.S., Midgley, G.F., Miles, L., Ortega-Huerta, M.A., Peterson, A.T., Phillips, O.L. & Williams S.E. (2004). Extinction risk from climate change. Nature, 427(6970), 145‒148. DOI: 10.1038/nature02121.14712274
  63. Thuiller, W., Albert, C., Araújo, M.B., Berry, P.M., Cabeza, M., Guisan, A., Hickler, T., Midgley, G.F., Paterson, J., Schurr, F.M., Sykes, M.T. & Zimmermann N.E. (2008). Predicting global change impacts on plant species’ distributions : Future challenges. Perspect. Plant Ecol., Evolution and Systematics, 9(3‒4), 137‒152. DOI: 10.1016/j.ppees.2007.09.004.
  64. Trabut, L. (1928). Le Sapin du Maroc. Abies maroccana Trab. (Soc. Bot. Fr., 1906). Bulletin de la Société Botanique de France, 75(5), 897‒902. DOI: 10.1080/00378941.1928.10837111.
  65. Vitt, P., Havens, K., Kramer, A.T., Sollenberger, D. & Yates E. (2010). Assisted migration of plants : Changes in latitudes, changes in attitudes. Biol. Conserv., 143(1), 18‒27. DOI: 10.1016/j.biocon.2009.08.015.
  66. Weigel, A.P., Knutti, R., Liniger, M.A. & Appenzeller C. (2010). Risks of model weighting in multimodel climate projections. Journal of Climate, 23(15), 4175‒4191. DOI: 10.1175/2010JCLI3594.1.
DOI: https://doi.org/10.2478/eko-2022-0034 | Journal eISSN: 1337-947X | Journal ISSN: 1335-342X
Language: English
Page range: 329 - 339
Submitted on: Jun 16, 2022
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Accepted on: Oct 24, 2022
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Published on: Dec 27, 2022
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2022 Said Moukrim, Said Lahssini, Mouhssine Rhazi, Kamal Menzou, Mohammed El Madihi, Nabil Rifai, Younes Bouziani, Ali Azedou, Issam Boukhris, Laila Rhazi, published by Slovak Academy of Sciences, Institute of Landscape Ecology
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