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IUCN Red List and Species Distribution Models as tools for the conservation of poorly known species: a case study of endemic plants Micromeria serbaliana and Veronica kaiseri in South Sinai, Egypt

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Summary

Having valid and up-to-date information on the ecological and conservation status of threatened species is one of the most important elements in the establishment of an effective conservation programme. Micromeria serbaliana and Veronica kaiseri are endemic perennial plants in the St Catherine Protected Area (SCPA), South Sinai, Egypt. It should be noted that both species have not been recorded since 1998. Therefore, this study aimed to determine the ecological and conservation status of the two species by: i) verifying their presence in the field; (ii) determining the current ecological and conservation status through an IUCN Red List Assessment; and (iii) identifying potentially suitable habitat by using the Species Distribution Model (SDM) as a tool to support Red List assessment. Extensive field surveys were carried out from March to September 2017 to determine the target species distribution, population characteristics, habitat, ecology, and threats. The results of these surveys provided great news, the two species were recorded in 14 sites, most of which are not historic (ten sites for M. serbaliana and five sites for V. kaiseri), in a very small restricted area of high mountains. The Extent of Occurrence (EOO) was 65.8 km2 for M. serbaliana and 108.4 km2 for V. kaiseri. The population sizes were very small, scattered, and fragmented. SDMs found that the potential suitable habitats for both species are concentrated in high mountain areas in the Middle North part of SCPA. A total of 20.4 km2 were predicted to have a high probability that M. serbaliana is present, whereas 68.6 km2 were predicted to have a high probability that V. kaiseri is present. SDMs were highly efficient in predicting the suitable habitat and in estimating EOO, and these models were therefore able to contribute to determining the extinction risk of the two species. Based on the assessed distributions and threats to the populations of M. serbaliana and V. kaiseri, we predict that both species have an Endangered status according to IUCN Red List Categories and criteria. Many threats have been detected that have a strong and noticeable impact on the target plants in the field, such as grazing and drought, and this calls for the establishment of an urgent conservation program. In situ (through recovery) and ex situ (through seed collection and storage, as well as awareness raising) conservation practices are recommended.

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References

  • Abdelwahab, M. F., Hussein, M. H. & Kadry, H. H. (2015). Cytotoxicity and antioxidant activity of new biologically active constituents from Micromeria nervosa grown in Egypt. Bull. Fac. Pharm. Cairo Univ. 53 (2): 185 – 194.

    Google Scholar 

  • Adhikari, D., Barik, S. K. & Upadhaya, K. (2012). Habitat distribution modelling for reintroduction of Ilex khasiana Purk., a critically endangered tree species of northeastern India. Ecol. Eng. 40: 37 – 43.

    Article  Google Scholar 

  • Albach, D. C., Martínez-Ortega, M. M., Delgado, L., Weiss-Schneeweiss, H., Oezgoekce, F. & Fischer, M. A. (2008). Chromosome numbers in Veroniceae (Plantaginaceae): review and several new counts. Ann. Missouri Bot. Gard. 95 (4): 543 – 566.

    Article  Google Scholar 

  • Ali-Shtayeh, M. S., Al-Nuri, M. A., Yaghmour, R. M.-R. & Faidi, Y. R. (1997). Antimicrobial activity of Micromeria nervosa from the Palestinian area. J. Ethnopharmacol. 58 (3): 143 – 147.

    Article  CAS  PubMed  Google Scholar 

  • Allen, S. E., Grimshaw, H. M., Parkinson, J. A., Quarmby, C. & Roberts, J. D. (eds) (1976). Chemical Analysis of Ecological Materials. Blackwell Science Publishing, Oxford.

  • Araújo, M. B. & Peterson, A. T. (2012). Uses and misuses of bioclimatic envelope modeling. Ecology 93 (7): 1527 – 1539.

  • Assi, R. (2007). MP Threat Analysis and Threat Reduction Assessment Report. Conservation and Sustainable Use of Medicinal Plants in Arid and Semi-arid Ecosystems Project. Egypt, Final Report (GEF and UNDP) (Project No: 12347/12348) 62 pp.

  • Austin, M. (2007). Species distribution models and ecological theory: a critical assesment and some possible new approches. Ecol. Model. 200: 1 – 19.

    Article  Google Scholar 

  • Batanouny, K. H. (1983). Human impact on desert vegetation. In: W. Holzner, M. J. A. Werger & I. Ikusina (eds), Man’s Impact on Vegetation, pp. 139 – 149. Junk, The Hague.

    Chapter  Google Scholar 

  • Bosso, L., Di Febbraro, M., Cristinzio, G., Zoina, A. & Russo, D. (2016). Shedding light on the effects of climate change on the potential distribution of Xylella fastidiosa in the Mediterranean basin. Biol. Invasions 18 (6): 1759 – 1768.

    Article  Google Scholar 

  • Boulos, L. (2002). Flora of Egypt, Vol. 3: Verbenaceae-Compositae. Al Hadara Publishing, Cairo.

    Google Scholar 

  • Bräuchler, C., Meimberg, H., Abele, T. & Heubl, G. (2005). Polyphyly of the genus Micromeria (Lamiaceae) — evidence from cpDNA sequence data. Taxon 54 (3): 639 – 650.

    Article  Google Scholar 

  • Bräuchler, C., Ryding, O. & Heubl, G. (2008). The genus Micromeria (Lamiaceae), a synoptical update. Willdenowia 38 (2): 363 – 410.

    Article  Google Scholar 

  • Braun-Blanquet, J. (1964). Plant Sociology. Translated by G. D. Fuller & H. S. Conard. Mc-Graw-Hill Book Co. Inc., New York.

  • Butchart, S., Walpole, M., Collen, B., Van Strien, A., Scharlemann, J., Almond, R., Baillie, J., Bertzky, B., Brown, C., Bruno, J., Carpenter, K., Carr, G., Chanson, J., Chenery, A., Csirke, J., Davidson, N., Dentener, F., Foster, M., Galli, A. & Watson, R. (2010). Global biodiversity: indicators of recent declines. Science 328: 1164 – 1168.

    Article  CAS  PubMed  Google Scholar 

  • Buurman, P., van Lagen, B. & Velthorst, E. J. (1996). Manual for Soil and Water Analysis. Backhuys Publishers, Leiden.

    Google Scholar 

  • Cardoso, P., Borges, P. A. V., Triantis, K. A., Ferrández, M. A. & Martín, J. L. (2011). Adapting the IUCN Red List criteria for invertebrates. Biol. Conserv. 144 (10): 2432 – 2440.

    Article  Google Scholar 

  • Cassini, M. H. (2011). Ranking threats using species distribution models in the IUCN Red List assessment process. Biodivers. Conserv. 20 (14): 3689 – 3692.

    Article  Google Scholar 

  • Ceballos, G., Ehrlich, P. R., Barnosky, A. D., García, A., Pringle, R. M. & Palmer, T. M. (2015). Accelerated modern human-induced species losses: entering the sixth mass extinction. Sci. Adv. 1 (5): e1400253.

    Article  PubMed Central  PubMed  Google Scholar 

  • Choudhury, M. R., Deb, P., Singha, H., Chakdar, B. & Medhi, M. (2016). Predicting the probable distribution and threat of invasive Mimosa diplotricha Suavalle and Mikania micrantha Kunth in a protected tropical grassland. Ecol. Eng. 97: 23 – 31.

    Article  Google Scholar 

  • Collen, B., Dulvy, N. K., Gaston, K. J., Gärdenfors, U., Keith, D. A., Punt, A. E., Regan, H. M., Böhm, M., Hedges, S. & Seddon, M. (2016). Clarifying misconceptions of extinction risk assessment with the IUCN Red List. Biol. Lett. 12 (4): 20150843.

    Article  PubMed Central  PubMed  Google Scholar 

  • Cox, G. (1990). Laboratory Manual of General Ecology, 6th edition. William C. Brown, Dubuque, Iowa.

    Google Scholar 

  • De Marco, P. & Nóbrega, C. C. (2018). Evaluating collinearity effects on species distribution models: an approach based on virtual species simulation. PLoS One 13 (9): e0202403.

    Article  Google Scholar 

  • Elith, J., Graham, C. H., Anderson, R. P., Ferrier, S., Guisan, A., Hijmans, R. J., Huettmann, F., Leathwick, J. R., Lehmann, A. & Li, J. (2006). Novel methods improve prediction of species’ distributions from occurrence data. Ecography 29: 129 – 151.

    Article  Google Scholar 

  • Elith, J. & Leathwick, J. R. (2009). Species Distribution Models: ecological explanation and prediction across space and time. Annual Rev. Ecol. Evol. Syst. 40: 677 – 697.

    Article  Google Scholar 

  • Ellmouni, F. Y., Karam, M., Ali, R. M. & Albach, D. C. (2018). Systematic treatment of Veronica L. Section Beccabunga (Hill) Dumort (Plantaginaceae). Taeckholmia 38 (1): 168 – 183.

    Article  Google Scholar 

  • Fayed, A. A., El-Garf, I. A., Abdel-Khalik, K. N. & Osman, A. K. (2004). Floristic Survey of the Mountainous Region of South Sinai, St Katherine’s Protectorate. Medicinal Plants Conservation Project, Egypt.

  • Fivaz, F. P. & Gonseth, Y. (2014). Using species distribution models for IUCN Red Lists of threatened species. J. Insect Conserv. 18 (3): 427 – 436.

    Article  Google Scholar 

  • Fois, M., Cuena-Lombrana, A., Fenu, G., Cogoni, D. & Bacchetta, G. (2016). The reliability of conservation status assessments at regional level: past, present and future perspectives on Gentiana lutea L. ssp. lutea in Sardinia. J. Nat. Conserv. 33: 1 – 9.

    Article  Google Scholar 

  • Formisano, C., Oliviero, F., Rigano, D., Saab, A. M. & Senatore, F. (2014). Chemical composition of essential oils and in vitro antioxidant properties of extracts and essential oils of Calamintha origanifolia and Micromeria myrtifolia, two Lamiaceae from the Lebanon flora. Ind. Crops Prod. 62: 405 – 411.

    Article  CAS  Google Scholar 

  • Franklin, J. (2010). Mapping Species Distributions: Spatial Inference and Prediction. Cambridge University Press, Cambridge.

    Book  Google Scholar 

  • Graham, C. H. & Hijmans, R. J. (2006). A comparison of methods for mapping species ranges and species richness. Glob. Ecol. Biogeogr. 15 (6): 578 – 587.

    Article  Google Scholar 

  • Grainger, J. (2003). ‘People are living in the park’. Linking biodiversity conservation to community development in the Middle East region: a case study from the Saint Katherine Protectorate, Southern Sinai. J. Arid Environm. 54 (1): 29 – 38.

    Article  Google Scholar 

  • Grainger, J. & Gilbert, F. (2008). Around the sacred mountain: the St Katherine Protectorate in South Sinai, Egypt. In: J.-M. Mallarach (ed.), Protected Landscapes and Cultural and Spiritual Values. Volume 2 in the series Values of Protected Landscapes and Seascapes, pp. 21 – 37. IUCN, GTZ and Obra Social de Caixa Catalunya. Kasparek Verlag, Heidelberg.

  • Guenther, R. (2005). Vegetation and grazing in the St. Katherine Protectorate, South Sinai, Egypt. Egypt. J. Biol. 7: 55 – 66.

    Google Scholar 

  • Guisan, A., Graham, C. H., Elith, J., Huettmann, F. & NCEAS Species Distribution Modelling Group. (2007). Sensitivity of predictive species distribution models to change in grain size. Divers. Distrib. 13 (3): 332 – 340.

    Article  Google Scholar 

  • Hatab, E. E. (2009). Ecological Studies on the Acacia Species and Ecosystem Restoration in the Saint Katherine Protectorate, South Sinai, Egypt. Al-Azhar University, Egypt.

  • He, F. (2009). Price of prosperity: economic development and biological conservation in China. J. Appl. Ecol.: 511 – 515.

  • Hernandez, P. A., Graham, C. H., Master, L. L. & Albert, D. L. (2006). The effect of sample size and species characteristics on performance of different species distribution modelling methods. Ecography 29 (5): 773–785.

    Article  Google Scholar 

  • Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G. & Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. Int. J. Climatol. 25 (15): 1965 – 1978.

    Article  Google Scholar 

  • Hoveka, L. N., van der Bank, M., Bezeng, B. S. & Davies, T. J. (2020). Identifying biodiversity knowledge gaps for conserving South Africa’s endemic flora. Biodivers. Conserv. 29: 2803 – 2819.

    Article  Google Scholar 

  • Hughes, C. & Eastwood, R. (2006). Island radiation on a continental scale: exceptional rates of plant diversification after uplift of the Andes. Proc. Natl Acad. Sci. U.S.A. 103 (27): 10334 – 10339.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Irfan-Ullah, M., Amarnath, G., Murthy, M. S. R. & Peterson, A. T. (2007). Mapping the geographic distribution of Aglaia bourdillonii Gamble (Meliaceae), an endemic and threatened plant, using ecological niche modeling. In: D. L. Hawksworth & A. T. Bull (eds), Plant Conservation and Biodiversity, pp. 343 – 351. Springer, Dordrecht.

    Google Scholar 

  • Işik, K. (2011). Rare and endemic species: why are they prone to extinction? Turk. J. Botany 35 (4): 411 – 417.

    Google Scholar 

  • IUCN (2012). IUCN Red List Categories and Criteria: Version 3.1, 2nd edition. IUCN, Gland and Cambridge.

    Google Scholar 

  • IUCN Standards and Petitions Committee. (2019). Guidelines for Using the IUCN Red List Categories and Criteria, Version 14. https://www.iucnredlist.org/resources/redlistguidelines

  • Jackson, M. L. (1967). Soil Chemical Analysis. Prentice Hall of India Pvt. Ltd., New Delhi.

    Google Scholar 

  • Kaky, E. & Gilbert, F. (2016). Using species distribution models to assess the importance of Egypt’s protected areas for the conservation of medicinal plants. J. Arid Environm. 135: 140 – 146.

    Article  Google Scholar 

  • Kaky, E. & Gilbert, F. (2019). Assessment of the extinction risks of medicinal plants in Egypt under climate change by integrating species distribution models and IUCN Red List criteria. J. Arid Environm. 170: 103988.

    Google Scholar 

  • Kaky, E., Nolan, V., Alatawi, A. & Gilbert, F. (2020). A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: a case study with Egyptian medicinal plants. Ecol. Inform. 60: 101150.

    Article  Google Scholar 

  • Kalle, R., Ramesh, T., Qureshi, Q. & Sankar, K. (2013). Predicting the distribution pattern of small carnivores in response to environmental factors in the Western Ghats. PLoS One 8 (11): e79295.

    Article  PubMed Central  PubMed  Google Scholar 

  • Kamel, W., Gazar, M., Zalat, S. & Gilbert, F. (2001). Flora of St Katherine Protectorate: key to families and genera. Egypt. J. Nat. Hist. 3: 1 – 39.

    Google Scholar 

  • Keith, D. A., Mahony, M., Hines, H., Elith, J., Regan, T. J., Baumgartner, J. B., Hunter, D., Heard, G. W., Mitchell, N. J. & Parris, K. M. (2014). Detecting extinction risk from climate change by IUCN Red List criteria. Conserv. Biol. 28 (3): 810 – 819.

    Article  PubMed  Google Scholar 

  • Khafagi, O., Hatab, E. E. & Omar, K. (2011). Predicting the potential geographical distribution of Nepeta septemcrenata in Saint Katherine Protectorate, South Sinai, Egypt using Maxent. Academ. Arena 3 (7): 45 – 50.

    Google Scholar 

  • Khafagi, O., Hatab, E. E. & Omar, K. (2012). Challenges towards Hypericum sinaicum conservation in south Sinai, Egypt. Jordan J. Biol. Sci. 6 (2): 116 – 126.

    Google Scholar 

  • Khafagi, O., Hatab, E. E. & Omar, K. (2013). Ecological niche modelling as a tool for conservation planning: suitable habitat for Hypericum sinaicum in South Sinai, Egypt. Univers. J. Environ. Res. Technol. 2 (6): 515 – 524.

  • Kumar, S., Stohlgren, T. J. & Chong, G. W. (2006). Spatial heterogeneity influences native and nonnative plant species richness. Ecology 87 (12): 3186 – 3199.

    Article  PubMed  Google Scholar 

  • Lamoreux, J., Resit Akçakaya, H., Bennun, L., Collar, N. J., Boitani, L., Brackett, D., Bräutigam, A., Brooks, T. M., da Fonseca, G. A. B., Mittermeier, R. A., Rylands, A. B., Gärdenfors, U., Hilton-Taylor, C., Mace, G., Stein, B. A. & Stuart, S. (2003). Value of the IUCN Red List. Trends Ecol. Evol. 18 (5): 214 – 215.

    Article  Google Scholar 

  • Langhammer, P. F., Bakarr, M. I., Bennun, L. A., Brooks, T. M., Clay, R. P., Darwall, W., De Silva, N., Edgar, G. J., Eken, G., Fishpool, L. D. C., da Fonseca, G. A. B., Foster, M. N., Knox, D. H., Matiku, P., Radford, E. A., Rodrigues, A. S. L., Salaman, P., Sechrest, W. A. W. & Tordoff, A. W. (2007). Identification and Gap Analysis of Key Biodiversity Areas: Targets for Comprehensive Protected Area Systems. IUCN, Gland. https://portals.iucn.org/library/sites/library/files/documents/PAG-015.pdf

    Google Scholar 

  • Mace, G. M., Collar, N. J., Gaston, K. J., Hilton-Taylor, C., Akçakaya, H. R., Leader-Williams, N., Milner-Gulland, E. J. & Stuart, S. N. (2008). Quantification of extinction risk: IUCN’s system for classifying threatened species. Conserv. Biol. 22 (6): 1424 – 1442.

    Article  PubMed  Google Scholar 

  • Maes, D., Isaac, N. J. B., Harrower, C. A., Collen, B., Van Strien, A. J. & Roy, D. B. (2015). The use of opportunistic data for IUCN Red List assessments. Biol. J. Linn. Soc. 115 (3): 690 – 706.

    Article  Google Scholar 

  • Maxwell, S., Fuller, R., Brooks, T. & Watson, J. (2016). Biodiversity: the ravages of guns, nets and bulldozers. Nature 536: 143 – 145.

    Article  CAS  PubMed  Google Scholar 

  • Meyer, C., Weigelt, P. & Kreft, H. (2016). Multidimensional biases, gaps and uncertainties in global plant occurrence information. Ecol. Lett. 19 (8): 992 – 1006.

    Article  PubMed  Google Scholar 

  • Morueta-Holme, N., Fløjgaard, C. & Svenning, J.-C. (2010). Climate change risks and conservation implications for a threatened small-range mammal species. PloS One 5 (4): e10360.

    Article  PubMed Central  PubMed  Google Scholar 

  • Mosallam, H. A. M. (2007). Assessment of target species in Saint Katherine protectorate, Sinai, Egypt. J. Appl. Sci. Res. 3 (6): 456 – 469.

  • Moustafa, A. & Zayed, A. (1996). Effect of environmental factors on the flora of alluvial fans in southern Sinai. J. Arid Environm. 32 (4): 431 – 443.

    Article  Google Scholar 

  • Moustafa, A. & Klopatek, J. M. (1995). Vegetation and landforms of the Saint Catherine area, southern Sinai, Egypt. J. Arid Environm. 30 (4): 385 – 395.

  • Moustafa, A., Abd El-Wahab, R. H., Zaghloul, M. S. & El-Rayes, A. A. (1998). Botanical Survey of Saint Catherine Protectorate. Final Report. Saint Catherine Protectorate Development Project. Egyptian Environmental Affairs Agency (EEAA). Members of UERONET Consulting.

  • Moustafa, A., Zaghloul, M. S., El-Wahab, R. H. A. & Shaker, M. (2001). Evaluation of plant diversity and endemism in Saint Catherine Protectorate, South Sinai, Egypt. Egypt. J. Bot. 41 (1): 121 – 139.

    Google Scholar 

  • Murienne, J., Guilbert, E. & Grandcolas, P. (2009). Species’ diversity in the New Caledonian endemic genera Cephalidiosus and Nobarnus (Insecta: Heteroptera: Tingidae), an approach using phylogeny and species’ distribution modelling. Biol. J. Linn. Soc. 97 (1): 177 – 184.

    Article  Google Scholar 

  • Nic Lughadha, E., Bachman, S. P., Leão, T. C. C., Forest, F., Halley, J. M., Moat, J., Acedo, C., Bacon, K. L., Brewer, R. F. A., Gâteblé, G., Gonçalves, S. C., Govaerts, R., Hollingsworth, P. M., Krisai-Greilhuber, I., de Lirio, E. J., Moore, P. G. P., Negrão, R., Onana, J. M., Rajaovelona, L. R., Razanajatovo, H., Reich, P. B., Richards, S. L., Rivers, M. C., Cooper, A., Iganci, J., Lewis, G. P., Smidt, E. C., Antonelli A., Mueller, G. M. & Walker, B. E. (2020). Extinction risk and threats to plants and fungi. Plants People Planet 2 (5): 389 – 408.

    Article  Google Scholar 

  • Omar, K. (2012). Vegetation, soil and grazing analysis in Saint Katherine Protectorate, South Sinai, Egypt. NeBIO 3 (3): 80 – 92.

    Google Scholar 

  • Omar, K. (2014a). Ecological and climatic attribute analysis for Egyptian Hypericum sinaicum. Amer. J. Life Sci. 2 (6): 369 – 381.

    Article  Google Scholar 

  • Omar, K. (2014b). Primula boveana. The IUCN Red List of Threatened Species 2014: e. T163968A1015883.

  • Omar, K. (2017a). Bufonia multiceps. The IUCN Red List of Threatened Species 2017: e. 942 T84119945A84119949

  • Omar, K. (2017b). Community-Based Conservation of Threatened Plants Silene schimperiana, and Polygala sinaica in South Sinai, Egypt. Rufford Foundation. https://www.rufford.org/projects/karim-abdelhai-eissa/community-based-conservation-of-threatened-plants-silene-schimperiana-and-polygala-sinaica-in-south-sinai-egypt/

  • Omar, K. (2017c). Euphorbia obovata. The IUCN Red List of Threatened Species 2017: e. T84119968A84119977.

  • Omar, K. (2017d). Phlomis aurea. The IUCN Red List of Threatened Species 2017: e. T84119983A84119987.

  • Omar, K. (2017e). Rosa arabica. The IUCN Red List of Threatened Species 2017: e. T84120072A84120074.

  • Omar, K., Khafagi, O. & Elkholy, M. A. (2013). Geomatics and Plant Conservation: GIS for Best Conservation Planning. Lambert Academic Publishing, Sunnyvale, California.

    Google Scholar 

  • Omar, K., Mohammed, A. A., Nagi, A., El Gamal, I., Elmarakby, A., Shalouf, A., Elasayed, A. & Mehana, S. (2015). Conservation challenges inside protected areas of Egypt. Part II – St. Katherine Protectorate: Conservation Status Assessment of Some Threatened Plant Species. Report to Nature Conservation Sector, Ministry of Environment – Strengthening Protected Area Financing.

  • Ortega-Huerta, M. A. & Peterson, A. T. (2008). Modelling ecological niches and predicting geographic distributions: a test of six presence-only methods. Revista Mex. Biodivers. 1 (1): 205 – 216.

    Google Scholar 

  • Papeş, M. & Gaubert, P. (2007). Modelling ecological niches from low numbers of occurrences: assessment of the conservation status of poorly known viverrids (Mammalia, Carnivora) across two continents. Divers. Distrib. 13 (6): 890 – 902.

    Article  Google Scholar 

  • Pavlik, B. M. (1997). Perspectives, tools, and institutions for conserving rare plants. Southw. Naturalist 42 (4): 375 – 383.

    Google Scholar 

  • Pearson, R. G. & Dawson, T. P. (2003). Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Glob. Ecol. Biogeogr. 12 (5): 361 – 371.

    Article  Google Scholar 

  • Pearson, R. G., Raxworthy, C. J., Nakamura, M. & Townsend Peterson, A. (2007). Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. J. Biogeogr. 34 (1): 102 – 117.

    Article  Google Scholar 

  • de Castro Pena, J. C., Kamino, L. H. Y., Rodrigues, M., Mariano-Neto, E. & de Siqueira, M. (2014). Assessing the conservation status of species with limited available data and disjunct distribution. Biol. Conserv. 170: 130 – 136.

    Article  Google Scholar 

  • Pennington, R. T., Lavin, M., Särkinen, T., Lewis, G. P., Klitgaard, B. B. & Hughes, C. E. (2010). Contrasting plant diversification histories within the Andean biodiversity hotspot. Proc. Natl Acad. Sci. U.S.A. 107 (31): 13783 – 13787.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Radford, E. A., Catullo, G. & de Montmollin, B. (eds) (2011). Important Plant Areas of the South and East Mediterranean region: Priority Sites for Conservation. IUCN, Gland and Malaga. https://portals.iucn.org/library/sites/library/files/documents/2011-014.pdf

    Google Scholar 

  • Ray, R., Gururaja, K. V. & Ramchandra, T. V. (2011). Predictive distribution modeling for rare Himalayan medicinal plant Berberis aristata DC. J. Environm. Biol. 32 (6): 725 – 730.

    Google Scholar 

  • Rodrigues, A. S. L., Pilgrim, J. D., Lamoreux, J. F., Hoffmann, M. & Brooks, T. M. (2006). The value of the IUCN Red List for conservation. Trends Ecol. Evol. 21 (2): 71 – 76.

    Article  PubMed  Google Scholar 

  • Särkinen, T. E., Marcelo-Peña, J. L., Daza Yomona, A., Simon, M. F., Pennington, R. T. & Hughes, C. E. (2011). Underestimated endemic species diversity in the dry inter-Andean valley of the Río Marañón, northern Peru: an example from Mimosa (Leguminosae, Mimosoideae). Taxon 60 (1): 139 – 150.

    Article  Google Scholar 

  • Shaltout, K. & Eid, E. (2016). Important Plant Areas in Egypt With Emphasis on the Mediterranean Region. Lambert Academic Publishing, Sunnyvale, California.

    Google Scholar 

  • Shaltout, K., Heneidy, S., Al-Sodany, Y. M., Eid, E. M., Hatim, M. & El-Gharaib, A. E. (2004). Floristic Survey of the Mountainous Region of South Sinai; St. Katherine’s Protectorate. Medicinal Plants Conservation Project, Egypt.

  • Silveira, F. A. O., Teixido, A. L., Zanetti, M., Pádua, J. G., De Andrade, A. C. S. & Da Costa, M. L. N. (2018). Ex situ conservation of threatened plants in Brazil: a strategic plan to achieve target 8 of the global strategy for plant conservation. Rodriguesia 69 (4): 1547 – 1555.

    Article  Google Scholar 

  • Smeraldo, S., Di Febbraro, M., Bosso, L., Flaquer, C., Guixé, D., Lisón, F., Meschede, A., Juste, J., Prüger, J. & Puig-Montserrat, X. (2018). Ignoring seasonal changes in the ecological niche of non-migratory species may lead to biases in potential distribution models: lessons from bats. Biodivers. Conserv. 27 (9): 2425 – 2441.

    Article  Google Scholar 

  • Sporbert, M., Bruelheide, H., Seidler, G., Keil, P., Jandt, U., Austrheim, G., Biurrun, I., Campos, J. A., Čarni, A., Chytrý, M., Csiky, J., De Bie, E., Dengler, J., Golub, V., Grytnes, J.-A., Indreica, A., Jansen, F., Jiroušek, M., Lenoir, J., Luoto, M., Marcenò, C., Moeslund, J. E., Pérez-Haase, A., Rūsina, S., Vandvik, V., Vassilev, K. & Welk, E. (2019). Assessing sampling coverage of species distribution in biodiversity databases. J. Veg. Sci. 30 (4): 620 – 632.

    Article  Google Scholar 

  • Stanton, J. C., Shoemaker, K. T., Pearson, R. G. & Akçakaya, H. R. (2015). Warning times for species extinctions due to climate change. Glob. Chang. Biol. 21 (3): 1066 – 1077.

    Article  PubMed  Google Scholar 

  • Syfert, M. M., Joppa, L., Smith, M. J., Coomes, D. A., Bachman, S. P. & Brummitt, N. A. (2014). Using species distribution models to inform IUCN Red List assessments. Biol. Conserv. 177: 174 – 184.

    Article  Google Scholar 

  • Täckholm, V. (1974). Students’ Flora of Egypt. Cairo University Press, Cairo.

    Google Scholar 

  • Valderrábano, M., Gil, T., Heywood, V. & de Montmollin, B. (eds) (2018). Conserving Wild Plants in the South and East Mediterranean Region. IUCN, Gland and Málaga.

    Google Scholar 

  • Vasconcelos, T. S., Rodríguez, M. Á. & Hawkins, B. A. (2012). Species distribution modelling as a macroecological tool: a case study using New World amphibians. Ecography 35 (6): 539 – 548.

    Article  Google Scholar 

  • Vié, J.-C., Hilton-Taylor, C., Pollock, C., Ragle, J., Smart, J., Stuart, S. & Tong, R. (2008). The IUCN Red List: a Key Conservation Tool. In: J.-C. Vié, C. Hilton-Taylor & S. N. Stuart (eds). The 2008 Review of The IUCN Red List of Threatened Species. IUCN: Gland. https://www.iucn.org/sites/dev/files/import/downloads/the_iucn_red_list_a_key_conservation_tool_1.pdf

    Google Scholar 

  • Wisz, M. S., Hijmans, R. J., Li, J., Peterson, A. T., Graham, C. H., Guisan, A. & NCEAS Predicting Species Distributions Working Group. (2008). Effects of sample size on the performance of species distribution models. Divers. Distrib. 14 (5): 763 – 773.

    Article  Google Scholar 

  • Zaghloul, M. S., Hamrick, J. L., Moustafa, A. A., Kamel, W. M. & El-Ghareeb, R. (2006). Genetic diversity within and among Sinai populations of three Ballota species (Lamiaceae). J. Hered. 97 (1): 45 – 54.

    Article  CAS  PubMed  Google Scholar 

  • Zahran, M. A., Wafaa, A. M., Samy, A. A. & Omran, G. N. (2015). Endemic species in Sinai peninsula, Egypt, with particular reference to Saint Katherine protectorate: I Ecological features. J. Environm. Sci. 44 (4): 589 – 609.

    Google Scholar 

  • Zohary, M. (1973). Geobotanical Foundations of the Middle East. G. Fischer, Stuttgart.

    Google Scholar 

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Acknowledgements

The authors thank the Conservation Leadership Programme (CLP) for their financial support in carrying out field surveys. Special thanks to the Capacity Building Project (CB3 – UNDP) for its support in developing this article and for its time, review, and guidance. The authors are most grateful to Dr. Faten Yousef El lmouni, Department of Botany (Faculty of Science), Fayoum University, who kindly checked and confirmed the identification of Veronica kaiseri. The authors also are grateful to Mr. Amir Shalouf, Mrs. Fatma Abdelbaset, and professional Bedouin guides Seleim Mehana and Attia Soliman for their hard work during fieldwork in the SCPA. We extend our sincere thanks to the reviewers whose comments enriched the content of the research and added accurate scientific value. The first author dedicates this research to the soul of his father-in-law, "Mr. Mohamed Koraym" who supported me to complete it and wished to see it. The second author also dedicates the benefit of the results of this research to the soul of his mother, who supported him throughout her life.

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Omar, K., Elgamal, I. IUCN Red List and Species Distribution Models as tools for the conservation of poorly known species: a case study of endemic plants Micromeria serbaliana and Veronica kaiseri in South Sinai, Egypt. Kew Bull 76, 477–496 (2021). https://doi.org/10.1007/s12225-021-09953-4

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