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Babadağ (Fethiye) Yöresinde Yabani Zeytin (Olea europaea L. subsp. europaea) ve Adaçayı (Salvia tomentosa Mill.) Türlerinin Potansiyel Dağılım Modellemesi

Year 2023, Volume: 10 Issue: 19, 29 - 39, 30.06.2023

Abstract

Günümüz dünyasında kereste dışı orman ürünleri giderek önem kazanmakta ve ilaç, eczacılık, sanayi, gıda, kozmetik, parfümeri gibi çeşitli alanlarda yaygın olarak kullanılmaktadır. Buradan hareketle bu çalışmanın amacı, Fethiye-Babadağ bölgesinde ticari açıdan önemli iki kereste dışı orman ürünü için tür dağılım modellemesi yapmak ve potansiyel dağılım haritalarını üretmektir. İlk olarak, türlerin varlık verilerini kaydetmek için saha araştırmaları yapılmıştır. Daha sonra modelleme sürecinde kullanılan çevresel değişkenler için sayısal haritalar oluşturulmuştur. Modelleme sürecinde kullanılan iklim değişkenleri CHELSA veri tabanından elde edilmiştir. Modelleme işlemi için sadece varlık verilerini kullanan MaxEnt yöntemi tercih edilmiştir. Yabani zeytin (Olea europaea L. subsp. europaea) türü ve adaçayı (Salvia tomentosa Mill.) türü için elde edilen modellerin AUC değerleri sırasıyla 0.868 ve 0.875'tir. Elde edilen AUC değerlerine göre modellerin her iki tür için de geçerli olduğu görülmüştür. Bu modellere dayalı olarak her bir tür için potansiyel dağılım haritaları elde edilmiştir. Haritalar, yabani zeytin türleri için potansiyel alanların, Babadağ'ın doğu, batı ve güney yamaçları ile çalışma alanı içindeki Belencik ve Ballıca'nın güneydoğu bölgeleri olduğunu ortaya koymuştur. Babadağ'ın yüksek rakımlı bölgeleri ve çevresindeki yüksek rakımlı tepelerde adaçayı türü için potansiyel alanlar belirlendi. Bu haritaların, bu türlerle ilgili faaliyetlerin planlanmasında etkili ve pratik bir rol oynayabileceği düşünülmektedir.

References

  • Aguilera, F., & Ruiz-Valenzuela, L. (2009). Study of the floral phenology of Olea europaea L. in Jaen province (SE Spain) and its relation with pollen emission. Aerobiologia, 25, 217-225. https://doi.org/10.1007/s10453-009-9127-5
  • Alin, A. (2010). Multicollinearity. Wiley interdisciplinary reviews: computational statistics, 2(3), 370-374. Başer, K.H.C. (2002). The Turkish Origanum Species, In: Oregano, The Genera Origanum and Lippia, Ed.: S.E. Kintzios, Taylor and Francis, UK.
  • Davis, P. H. (1982). Flora of Turkey and the Aegean Islands. Vol. 7.
  • De Reu, J., Bourgeois, J., Bats, M., Zwertvaegher, A., Gelorini, V., De Smedt, P., Chu, W., Antrop, M., De Maeyer, P., Finke, P., Van Meirvenne, M., Verniers, J., & Crombé, P. (2013). Application of the topographic position index to heterogeneous landscapes. Geomorphology, 186, 39-49. https://doi.org/10.1016/j.geomorph.2012.12.015
  • Dinçer, C., Tontul, İ., Çam, İ. B., Özdemir, K. S., Topuz, A., Nadeem, H. Ş., Tuğrul Ay, S., & Göktürk, R. S. (2013). Phenolic composition and antioxidant activity of Salvia tomentosa Miller effects of cultivation harvesting year and storage. Turkish Journal of Agriculture and Forestry, 37(5), 561-567. https://doi.org/10.3906/tar-1211-72
  • Efe, R., Soykan, A., Sonmez, S., & Curebal, I. (2009). The effect of temperature conditions on olive (Olea europea L. subs. europaea) growing, phenological and pomological properties in Turkey. Ecology, 18(70), 17-26.
  • Erol, M. K., & Tuzlaci, E. (1996). Plants used as traditional folk medicine of Eğirdir (Isparta) region. 11. Herbal Medicine Raw Materials Meeting. 22-24 May, Ankara, 466-475.
  • Eryiğit, F. (2006). Determination of in vitro antioxidant activities of methanol extracts of Mentha pulegium L. and Salvia tomentosa Miller plants. (Master's Thesis, Institute of Science, Süleyman Demirel University).
  • Evans, J. S., Oakleaf, J., Cushman, S. A., & Theobald, D. (2014). An ArcGIS toolbox for surface gradient and geomorphometric modeling, version 2.0-0. Laramie, WY. http://evansmurphywixcom/evansspatial. (Accesed: 11 January 2022).
  • Galán, C., García Mozo, H., Vázquez, L., Ruíz-Valenzuela, L., Díaz de la Guardia, C., & Domínguez-Vilches, E. (2008). Modeling olive crop yield in Andalusia-Spain. Agronomy Journal, 100(1), 98-104. https://doi.org/10.2134/agronj2006.0345.
  • Gallant, J. C. (2000). Primary topographic attributes. In Terrain Analysis: Principles and Applications. (pp. 51-86)
  • Hussein, A., & Workeneh, S. (2021). Modeling the Impacts of Climate Changes on the Distribution of Aloe vera Species in Ethiopia. Research Square, 19, https://doi.org/10.21203/rs.3.rs-809404/v1.
  • İpek, A., & Gürbüz, B. (2010). Salvia species in flora of Turkey and their status in danger. Journal of Field Crops Central Research Institute (Turkey).
  • Karakaya, T., & Yücel, E. (2021). Potential distribution modelling and mapping of dog rose (Rosa canina L.) in the Nur Mountains of Gaziantep district, Turkey. Applied Ecology and Environmental Research, 19(4), 2741-2760. http://dx.doi.org/10.15666/aeer/1904_27412760
  • Kocer, M., & İstifli, E. S. (2022). Chemical composition and cholinesterase, tyrosinase, alpha-amylase and alpha-glucosidase inhibitory activity of the essential oil of Salvia tomentosa. International Journal of Plant Based Pharmaceuticals, 2(1), 1-16.
  • Kosak, R., & Stern, P. (1959). Pharmacology of the hypotensive principle of olive leaves. Planta Med, 7, 118.
  • Obiakara, M., Etaware, P., & Chukwuka, K. (2020). Maximum Entropy Niche Modelling to Estimate the Potential Distribution of Phytophthora megakarya (Brasier & MJ Griffin) in Tropical Regions. European Journal of Ecology, 6(2), 23-40. https://doi.org/10.17161/eurojecol.v6i2.13802
  • Özcan, M. M., Figueredo, G., Özcan, M. M., Chalchat, J. C., Chalard, P., Tugay, O., & Ceylan, D. A. (2019). Chemical constituents of essential oils of Salvia heldreichiana Boiss. Ex Bentham and Salvia tomentosa Mill. Journal of Agroalimentary Processes and Technology, 25, 106-110.
  • Özdemir, S., & Özkan, K. (2016). Ecological characteristics of Turkish thyme (Origanum onites L.) and great flowering sage (Salvia tomentosa Miller) species in the Ovacık Mountain region (Antalya). Journal of the Faculty of Forestry Istanbul University, 66(1), 264-277.
  • Özdemir, S., Gülsoy, S., & Mert, A. (2020). Predicting the Effect of Climate Change on the Potential Distribution of Crimean Juniper. Kastamonu University Journal of Forestry Faculty, 20(2), 133-42. https://doi.org/10.17475/kastorman.801847
  • Özkan, G., Göktürk, R. S., Kıralan, M., & Ramadan, M. F. (2018). Fatty acids and tocopherols of Turkish Salvia fruticosa, Salvia tomentosa, Stachys aleurites and Stachys cretica subsp. anatolica seed oils. La Rıvısta Italıana Delle Sostanze Grasse, Italy.
  • Polat, Z., & Tunalıoğlu, R. (2012). Perceiving Entirely the ecologic, Economic and Visual Value of the Olive (Olea europaea L). Zeytin Bilimi, 3(2), 115-122.
  • Riley, S. J., DeGloria, S. D., & Elliot, R. (1999). Index that quantifies topographic heterogeneity. Intermountain Journal of Sciences, 5(1-4), 23-27.
  • Rodriguez, J.R. (1997). Olive Oil Economy: Early Ancient Time. World Olive Encyclopaedia, International Olive Oil Counceil, Page,47-49. Madrid- Spain.
  • Sağlıker, H.A., Darıcı, C. (2005) Doğu Akdeniz Bölgesinde iki farklı ana materyalde yetişen Olea europaea L., Pinus brutia ten. ve Pistacia terebinthus L. topraklarında karbon mineralizasyonu. Ekoloji 14(54), 20-24.
  • Salem, F. M. A., & Ibrahim, H. M. (2010). Dry fermented buffalo sausage with sage oil extract: Safety and quality. Grasas y aceites, 61(1), 76-85. https://doi.org/10.3989/gya.075109
  • Sezik, E., & Yeşilada, E. (2002). Turkish folk remedies containing essential oil. 14th Herbal Medicine Raw Materials Meeting. 29-31 May, Eskisehir, 98-123.
  • Somova, L. I., Shode, F. O., & Mipando, M. (2004). Cardiotonic and antidysrhythmic effects of oleanolic and ursolic acids, methyl maslinate and uvaol. Phytomedicine, 11(2-3), 121-129.
  • Swets, J. A. (1988). Measuring the accuracy of diagnostic systems. Science, 240, 1285-1293. https://doi.org/10.1126/science.3287615
  • Tel, G., Öztürk, M., Duru, M. E., Harmandar, M., & Topçu, G. (2010). Chemical composition of the essential oil and hexane extract of Salvia chionantha and their antioxidant and anticholinesterase activities. Food and chemical toxicology, 48(11), 3189-3193. https://doi.org/10.1016/j.fct.2010.08.020
  • Tepe, B., Daferera, D., Sokmen, A., Sokmen, M., & Polissiou, M. (2005). Antimicrobial and antioxidant activities of the essential oil and various extracts of Salvia tomentosa Miller (Lamiaceae). Food chemistry, 90(3), 333-340. https://doi.org/10.1016/j.foodchem.2003.09.013
  • Tuğaç, M. G., & Sefer, F. (2021). Determination of suitable areas for olive (Olea europaea L.) production in Turkey by geographic information systems (GIS) based multi-criteria analysis. Journal of Ege University Faculty of Agriculture, 58(1), 97-113. https://doi.org/10.20289/zfdergi.678474
  • Tuna, U. (2019). Determination of the distribution and biomass of sage (Salvia tomentosa L.) plant in the Turkmen Mountain region of Kütahya province Turkmen Chiefdom. (Master's Thesis, Kütahya Dumlupınar University Institute of Science and Technology)
  • Tunalioglu, R., & Gokce, O. (2002). A Study on the Determination of Optimal Olive Distribution Areas in the Aegean Region. Ministry of Agriculture and Rural Affairs, Agricultural Economics Research Institute Publications.
  • Ulukanli, Z., Karabörklü, S., Cenet, M., Sagdic, O., Ozturk, I., & Balcilar, M. (2013). Essential oil composition, insecticidal and antibacterial activities of Salvia tomentosa Miller. Medicinal Chemistry Research, 22(2), 832-840. https://doi.org/10.1007/s00044-012-0075-

Potential Distribution Modeling of Wild Olive (Olea europaea L. subsp. europaea) and Sage (Salvia tomentosa Mill.) Species in the Babadağ (Fethiye) Region

Year 2023, Volume: 10 Issue: 19, 29 - 39, 30.06.2023

Abstract

In today's world, non-timber forest products have gained increasing importance and are widely used in various fields such as medicine, pharmaceuticals, industry, food, cosmetics, and perfumery. Based on this, the aim of this study was to conduct species distribution modeling and produce potential distribution maps for two commercially important non-timber forest products in the Fethiye-Babadağ region. Firstly, field surveys were conducted to record presence data for the species. Digital maps for the environmental variables used in the modeling process were then generated. Climatic variables used in the modeling process were obtained from the CHELSA database. The MaxEnt method, which only utilizes presence data, was preferred for the modeling process. The models obtained for the wild olive (Olea europaea L. subsp. europaea) species and the sage (Salvia tomentosa Mill.) species had AUC values of 0.868 and 0.875, respectively. Based on the obtained AUC values, the models were found to be valid for both species. Potential distribution maps were obtained for each species based on these models. The maps revealed that the potential areas for the wild olive species are the eastern, western, and southern slopes of Babadağ, as well as the southeastern regions of Belencik and Ballıca within the study area. The potential areas for the sage species were identified in the high-altitude regions of Babadağ and the surrounding high-altitude hills. It is believed that these maps can play an effective and practical role in planning activities related to these species.

References

  • Aguilera, F., & Ruiz-Valenzuela, L. (2009). Study of the floral phenology of Olea europaea L. in Jaen province (SE Spain) and its relation with pollen emission. Aerobiologia, 25, 217-225. https://doi.org/10.1007/s10453-009-9127-5
  • Alin, A. (2010). Multicollinearity. Wiley interdisciplinary reviews: computational statistics, 2(3), 370-374. Başer, K.H.C. (2002). The Turkish Origanum Species, In: Oregano, The Genera Origanum and Lippia, Ed.: S.E. Kintzios, Taylor and Francis, UK.
  • Davis, P. H. (1982). Flora of Turkey and the Aegean Islands. Vol. 7.
  • De Reu, J., Bourgeois, J., Bats, M., Zwertvaegher, A., Gelorini, V., De Smedt, P., Chu, W., Antrop, M., De Maeyer, P., Finke, P., Van Meirvenne, M., Verniers, J., & Crombé, P. (2013). Application of the topographic position index to heterogeneous landscapes. Geomorphology, 186, 39-49. https://doi.org/10.1016/j.geomorph.2012.12.015
  • Dinçer, C., Tontul, İ., Çam, İ. B., Özdemir, K. S., Topuz, A., Nadeem, H. Ş., Tuğrul Ay, S., & Göktürk, R. S. (2013). Phenolic composition and antioxidant activity of Salvia tomentosa Miller effects of cultivation harvesting year and storage. Turkish Journal of Agriculture and Forestry, 37(5), 561-567. https://doi.org/10.3906/tar-1211-72
  • Efe, R., Soykan, A., Sonmez, S., & Curebal, I. (2009). The effect of temperature conditions on olive (Olea europea L. subs. europaea) growing, phenological and pomological properties in Turkey. Ecology, 18(70), 17-26.
  • Erol, M. K., & Tuzlaci, E. (1996). Plants used as traditional folk medicine of Eğirdir (Isparta) region. 11. Herbal Medicine Raw Materials Meeting. 22-24 May, Ankara, 466-475.
  • Eryiğit, F. (2006). Determination of in vitro antioxidant activities of methanol extracts of Mentha pulegium L. and Salvia tomentosa Miller plants. (Master's Thesis, Institute of Science, Süleyman Demirel University).
  • Evans, J. S., Oakleaf, J., Cushman, S. A., & Theobald, D. (2014). An ArcGIS toolbox for surface gradient and geomorphometric modeling, version 2.0-0. Laramie, WY. http://evansmurphywixcom/evansspatial. (Accesed: 11 January 2022).
  • Galán, C., García Mozo, H., Vázquez, L., Ruíz-Valenzuela, L., Díaz de la Guardia, C., & Domínguez-Vilches, E. (2008). Modeling olive crop yield in Andalusia-Spain. Agronomy Journal, 100(1), 98-104. https://doi.org/10.2134/agronj2006.0345.
  • Gallant, J. C. (2000). Primary topographic attributes. In Terrain Analysis: Principles and Applications. (pp. 51-86)
  • Hussein, A., & Workeneh, S. (2021). Modeling the Impacts of Climate Changes on the Distribution of Aloe vera Species in Ethiopia. Research Square, 19, https://doi.org/10.21203/rs.3.rs-809404/v1.
  • İpek, A., & Gürbüz, B. (2010). Salvia species in flora of Turkey and their status in danger. Journal of Field Crops Central Research Institute (Turkey).
  • Karakaya, T., & Yücel, E. (2021). Potential distribution modelling and mapping of dog rose (Rosa canina L.) in the Nur Mountains of Gaziantep district, Turkey. Applied Ecology and Environmental Research, 19(4), 2741-2760. http://dx.doi.org/10.15666/aeer/1904_27412760
  • Kocer, M., & İstifli, E. S. (2022). Chemical composition and cholinesterase, tyrosinase, alpha-amylase and alpha-glucosidase inhibitory activity of the essential oil of Salvia tomentosa. International Journal of Plant Based Pharmaceuticals, 2(1), 1-16.
  • Kosak, R., & Stern, P. (1959). Pharmacology of the hypotensive principle of olive leaves. Planta Med, 7, 118.
  • Obiakara, M., Etaware, P., & Chukwuka, K. (2020). Maximum Entropy Niche Modelling to Estimate the Potential Distribution of Phytophthora megakarya (Brasier & MJ Griffin) in Tropical Regions. European Journal of Ecology, 6(2), 23-40. https://doi.org/10.17161/eurojecol.v6i2.13802
  • Özcan, M. M., Figueredo, G., Özcan, M. M., Chalchat, J. C., Chalard, P., Tugay, O., & Ceylan, D. A. (2019). Chemical constituents of essential oils of Salvia heldreichiana Boiss. Ex Bentham and Salvia tomentosa Mill. Journal of Agroalimentary Processes and Technology, 25, 106-110.
  • Özdemir, S., & Özkan, K. (2016). Ecological characteristics of Turkish thyme (Origanum onites L.) and great flowering sage (Salvia tomentosa Miller) species in the Ovacık Mountain region (Antalya). Journal of the Faculty of Forestry Istanbul University, 66(1), 264-277.
  • Özdemir, S., Gülsoy, S., & Mert, A. (2020). Predicting the Effect of Climate Change on the Potential Distribution of Crimean Juniper. Kastamonu University Journal of Forestry Faculty, 20(2), 133-42. https://doi.org/10.17475/kastorman.801847
  • Özkan, G., Göktürk, R. S., Kıralan, M., & Ramadan, M. F. (2018). Fatty acids and tocopherols of Turkish Salvia fruticosa, Salvia tomentosa, Stachys aleurites and Stachys cretica subsp. anatolica seed oils. La Rıvısta Italıana Delle Sostanze Grasse, Italy.
  • Polat, Z., & Tunalıoğlu, R. (2012). Perceiving Entirely the ecologic, Economic and Visual Value of the Olive (Olea europaea L). Zeytin Bilimi, 3(2), 115-122.
  • Riley, S. J., DeGloria, S. D., & Elliot, R. (1999). Index that quantifies topographic heterogeneity. Intermountain Journal of Sciences, 5(1-4), 23-27.
  • Rodriguez, J.R. (1997). Olive Oil Economy: Early Ancient Time. World Olive Encyclopaedia, International Olive Oil Counceil, Page,47-49. Madrid- Spain.
  • Sağlıker, H.A., Darıcı, C. (2005) Doğu Akdeniz Bölgesinde iki farklı ana materyalde yetişen Olea europaea L., Pinus brutia ten. ve Pistacia terebinthus L. topraklarında karbon mineralizasyonu. Ekoloji 14(54), 20-24.
  • Salem, F. M. A., & Ibrahim, H. M. (2010). Dry fermented buffalo sausage with sage oil extract: Safety and quality. Grasas y aceites, 61(1), 76-85. https://doi.org/10.3989/gya.075109
  • Sezik, E., & Yeşilada, E. (2002). Turkish folk remedies containing essential oil. 14th Herbal Medicine Raw Materials Meeting. 29-31 May, Eskisehir, 98-123.
  • Somova, L. I., Shode, F. O., & Mipando, M. (2004). Cardiotonic and antidysrhythmic effects of oleanolic and ursolic acids, methyl maslinate and uvaol. Phytomedicine, 11(2-3), 121-129.
  • Swets, J. A. (1988). Measuring the accuracy of diagnostic systems. Science, 240, 1285-1293. https://doi.org/10.1126/science.3287615
  • Tel, G., Öztürk, M., Duru, M. E., Harmandar, M., & Topçu, G. (2010). Chemical composition of the essential oil and hexane extract of Salvia chionantha and their antioxidant and anticholinesterase activities. Food and chemical toxicology, 48(11), 3189-3193. https://doi.org/10.1016/j.fct.2010.08.020
  • Tepe, B., Daferera, D., Sokmen, A., Sokmen, M., & Polissiou, M. (2005). Antimicrobial and antioxidant activities of the essential oil and various extracts of Salvia tomentosa Miller (Lamiaceae). Food chemistry, 90(3), 333-340. https://doi.org/10.1016/j.foodchem.2003.09.013
  • Tuğaç, M. G., & Sefer, F. (2021). Determination of suitable areas for olive (Olea europaea L.) production in Turkey by geographic information systems (GIS) based multi-criteria analysis. Journal of Ege University Faculty of Agriculture, 58(1), 97-113. https://doi.org/10.20289/zfdergi.678474
  • Tuna, U. (2019). Determination of the distribution and biomass of sage (Salvia tomentosa L.) plant in the Turkmen Mountain region of Kütahya province Turkmen Chiefdom. (Master's Thesis, Kütahya Dumlupınar University Institute of Science and Technology)
  • Tunalioglu, R., & Gokce, O. (2002). A Study on the Determination of Optimal Olive Distribution Areas in the Aegean Region. Ministry of Agriculture and Rural Affairs, Agricultural Economics Research Institute Publications.
  • Ulukanli, Z., Karabörklü, S., Cenet, M., Sagdic, O., Ozturk, I., & Balcilar, M. (2013). Essential oil composition, insecticidal and antibacterial activities of Salvia tomentosa Miller. Medicinal Chemistry Research, 22(2), 832-840. https://doi.org/10.1007/s00044-012-0075-
There are 35 citations in total.

Details

Primary Language English
Journal Section Research Article
Authors

Alican Çıvğa 0000-0003-4975-8878

Serkan Gülsoy 0000-0003-2011-8324

Özdemir Şentürk 0000-0002-1841-7213

Early Pub Date June 30, 2023
Publication Date June 30, 2023
Published in Issue Year 2023 Volume: 10 Issue: 19

Cite

APA Çıvğa, A., Gülsoy, S., & Şentürk, Ö. (2023). Potential Distribution Modeling of Wild Olive (Olea europaea L. subsp. europaea) and Sage (Salvia tomentosa Mill.) Species in the Babadağ (Fethiye) Region. Science and Technique in the 21st Century, 10(19), 29-39.