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The Effects of Climate Change Scenarios on Carpinus betulus and Carpinus orientalis in Europe

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Abstract

Occurring mainly as a result of human activities, global climate change is considered the most important problem of the current years. It was stated that global climate change will directly or indirectly influence the entire organic life on earth and that the group which will be affected by this process at most will be the plants, which have a limited migration mechanism, and especially the forests. In order to protect from the destructive effects of this process, it is important to determine the possible effects of climate change and to take measures addressing the future effects. Within the scope of this study, it was aimed to determine how the appropriate distribution areas of Carpinus betulus and Carpinus orientalis species widely spreading the European continent will be affected by the process of global climate change. In this parallel, by employing 15 bioclimatic variables by the RCP (Representative Concentration Pathway) 4.5 and RCP 8.5 global climate scenarios from the WorldClim database, Maximum Entropy software was used in modeling the years 2040, 2060, 2080, and 2100 and the changes in appropriate distribution areas of these species were calculated in units of area and percentage. As a result of the study, it was determined that the population loss might exceed beyond 25% at the altitudes below 1600 m for Carpinus betulus and beyond 30% at the altitudes below 1000 m for Carpinus orientalis, that the appropriate distribution areas will expand at higher altitudes, and that this increase may be more than 100% at the altitudes of 1000–2000 m for Carpinus orientalis. However, it is projected that the species will not be able to migrate to the newly emerging appropriate distribution areas fast enough and, moreover, significant population losses may occur for this reason.

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References

  • Abolmaali, S. M. R., Tarkesh, M., & Bashari, H. (2018). MaxEnt modeling for predicting suitable habitats and identifying the effects of climate change on a threatened species, Daphne mucronata, in central Iran. Ecological Informatics, 43, 116–123.

    Article  Google Scholar 

  • Adiguzel, F., Cetin, M., Kaya, E., Simsek, M., Gungor, S., & Bozdogan Sert, E. (2020). Defining suitable areas for bioclimatic comfort for landscape planning and landscape management in Hatay, Turkey. Theoretical and Applied Climatology, 139(3), 1493-1503 (2020). https://doi.org/10.1007/s00704-019-03065-7

    Article  Google Scholar 

  • Adiguzel, F., Bozdogan Sert, E., Dinc, Y., Cetin, M., Gungor, S., Yuka, P., & Vural, E. (2021). Determining the relationships between climatic elements and thermal comfort and tourism activities using the tourism climate index for urban planning: a case study of Izmir Province. Theoretical and Applied Climatology. https://doi.org/10.1007/s00704-021-03874-9

    Article  Google Scholar 

  • Akyol, A., Örücü, Ö. K., & Arslan, E. S. (2020). Habitat suitability mapping of stone pine (Pinus pinea L.) under the effects of climate change. Biologia, 75(12), 2175–2187.

    Article  Google Scholar 

  • Bayraktar, O. Y. (2021). Possibilities of disposing silica fume and waste glass powder, which are environmental wastes, by using as a substitute for Portland cement. Environmental Science and Pollution Research, 28(13), 16843–16854.

    Article  CAS  Google Scholar 

  • Bozdogan Sert, E., Kaya, E., Adiguzel, F., Cetin, M., Gungor, S., Zeren Cetin, I., & Dinc, Y. (2021). Effect of the surface temperature of surface materials on thermal comfort: A case study of Iskenderun (Hatay, Turkey). Theoretical and Applied Climatology, 144(1), 103–113. https://doi.org/10.1007/s00704-021-03524-0

    Article  Google Scholar 

  • Canelles, Q., Aquilué, N., James, P. M., Lawler, J., & Brotons, L. (2021). Global review on interactions between insect pests and other forest disturbances. Landscape Ecology, 1–28.

  • Certini, G. (2005). Effects of fire on properties of forest soils: A review. Oecologia, 143, 1–10.

    Article  Google Scholar 

  • Cesur, A., Zeren Cetin, I., Abo Aisha, A. E. S., Alrabiti, O. B. M., Aljama, A. M. O., Jawed, A. A., Cetin, M., Sevik, H., Ozel, H. B. (2021). The usability of Cupressus arizonica annual rings in monitoring the changes in heavy metal concentration in air. Environmental Science and Pollution Research, 2021.https://doi.org/10.1007/s11356-021-13166-4;10.1007/s11356-021-13166-4

  • Cetin, M. (2020a). The changing of important factors in the landscape planning occur due to global climate change in temperature, rain and climate types: A case study of Mersin City. Turkish Journal of Agriculture-Food Science and Technology, 8(12), 2695–2701.

    Article  Google Scholar 

  • Cetin, M. (2020). Climate comfort depending on different altitudes and land use in the urban areas in Kahramanmaras City. Air Quality, Atmosphere & Health, 13(8), 991–999. https://doi.org/10.1007/s11869-020-00858-y

    Article  CAS  Google Scholar 

  • Cetin, M., Onac, A. K., Sevik, H., & Sen, B. (2019). Temporal and regional change of some air pollution parameters in Bursa. Air Quality, Atmosphere & Health, 12(3), 311–316.

    Article  CAS  Google Scholar 

  • Cetin, M. (2019). The effect of urban planning on urban formations determining bioclimatic comfort area’s effect using satellitia imagines on air quality: a case study of Bursa city. Air Quality, Atmosphere and Health, 12, 1237-1249 (2019). https://doi.org/10.1007/s11869-019-00742-4

    Article  CAS  Google Scholar 

  • Cetin, M., Sevik, H., Yigit, N., Ozel, H. B., Aricak, B., & Varol, T. (2018). The variable of leaf micromorphological characters on grown in distinct climate conditions in some landscape plants. Fresenius Environmental Bulletin, 27(5), 3206–3211.

    Google Scholar 

  • Dalfes, H. N., Karaca, M., & Sen, O. L. (2007). Climate change scenarios for Turkey In Climate change & Turkey: Impact, sectoral analyses, socio-economic dimensions. Ankara: United Nations Development Programme (UNDP) Turkey Office.

  • Delitti, W., Ferran, A., Trabaud, L., & Vallejo, V. R. (2005). Effects of fire recurrence in Quercus coccifera L. shrublands of the Valencia Region (Spain). I. Plant composition and productivity. Plant Ecology, 177, 57–70.

    Article  Google Scholar 

  • Dyderski, M. K., Paź, S., Frelich, L. E., & Jagodziński, A. M. (2018). How much does climate change threaten European forest tree species distributions? Global Change Biology, 24(3), 1150–1163.

    Article  Google Scholar 

  • Ertugrul, M., Varol, T., Ozel, H. B., Cetin, M., & Sevik, H. (2021). Influence of climatic factor of changes in forest fire danger and fire season length in Turkey. Environmental Monitoring and Assessment, 193(1), 1–17.

    Article  Google Scholar 

  • ESRI (2017). ArcGIS Desktop: Release 10.5. Redlands, CA: Environmental Systems Research Institute.

  • Euforgen, (2020). Carpinus betulus European hornbeam http://www.euforgen.org/species/carpinus-betulus/

  • Gómez-Pineda, E., Sáenz-Romero, C., Ortega-Rodríguez, J. M., Blanco-García, A., Madrigal-Sánchez, X., Lindig-Cisneros, R., & Rehfeldt, G. E. (2020). Suitable climatic habitat changes for Mexican conifers along altitudinal gradients under climatic change scenarios. Ecological Applications, 30(2), e02041.

    Article  Google Scholar 

  • Gungor, S., Cetin, M., & Adiguzel, F. (2021). Calculation of comfortable thermal conditions for Mersin urban city planning in Turkey. Air Quality, Atmosphere and Health, 14(4), 515–522. https://doi.org/10.1007/s11869-020-00955-y

    Article  CAS  Google Scholar 

  • He, Q., Zhao, R., & Zhu, Z. (2020). Geographical distribution simulation and comparative analysis of Carpinus viminea and C. londoniana. Global Ecology and Conservation, 21, e00825.

    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. International Journal of Climatology: A Journal of the Royal Meteorological Society, 25(15), 1965–1978.

    Article  Google Scholar 

  • Koc, I. (2021). Using Cedrus atlantica’s annual rings as a biomonitor in observing the changes of Ni and Co concentrations in the atmosphere. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-13272-3

    Article  Google Scholar 

  • Lee, M. K., Chun, J. H., & Lee, C. B. (2021). Prediction of distribution changes of Carpinus laxiflora and C. tschonoskii based on climate change scenarios using MaxEnt model. Korean Journal of Agricultural and Forest Meteorology, 23(1), 55–67.

    Google Scholar 

  • Lindner, M., Maroschek, M., Netherer, S., Kremer, A., Barbati, A., Garcia-Gonzalo, J., & Marchetti, M. (2010). Climate change impacts, adaptive capacity, and vulnerability of European forest ecosystems. Forest Ecology and Management, 259(4), 698–709.

    Article  Google Scholar 

  • Liu, Y., & Shi, J. (2020). Predicting the potential global geographical distribution of two Icerya species under climate change. Forests, 11(6), 684.

    Article  Google Scholar 

  • Maresi, G., Luchi, N., Pinzani, P., Pazzagli, M., & Capretti, P. (2007). Detection of Diplodia pinea in asymptomatic pine shoots and its relation to the Normalized Insolation index. Forest Pathology, 37, 272–280.

    Article  Google Scholar 

  • Mechergui, K., Saleh Altamimi, A., Jaouadi, W., & Naghmouchi, S. (2021). Climate change impacts on spatial distribution, tree-ring growth, and water use of stone pine (Pinus pinea L.) forests in the Mediterranean region and silvicultural practices to limit those impacts. iForest-Biogeosciences and Forestry, 14(2), 104.

    Article  Google Scholar 

  • Moriondo, M., Good, P., Durao, R., Bindi, M., Giannakopoulos, C., & Corte-Real, J. (2006). Potential impact of climate change on fire risk in the Mediterranean area. Climate Research, 31, 85–95.

    Article  Google Scholar 

  • Ning, H., Ling, L., Sun, X., Kang, X., & Chen, H. (2021). Predicting the future redistribution of Chinese white pine Pinus armandii Franch. under climate change scenarios in China using species distribution models. Global Ecology and Conservation, 25, e01420.

    Article  Google Scholar 

  • Ogaya, R., Penuelas, J., Martinez-Vilalta, J., & Mangiron, M. (2003). Effect of drought on diameter increment of Quercus ilex, Phillyrea latifolia, and Arbutus unedo in a holm oak forest of NE Spain. Forest Ecology and Management, 180, 175–184.

    Article  Google Scholar 

  • Ozel, H. B., Cetin, M., Sevik, H., Varol, T., & Isik, B. (2021). Yaman B (2021) The effects of base station as an electromagnetic radiation source on flower and cone yield and germination percentage in Pinus brutia Ten. Biologia Futura. https://doi.org/10.1007/s42977-021-00085-1

    Article  Google Scholar 

  • Ozkazanc, N. K., Ozay, E., Ozel, H. B., Cetin, M., & Sevik, H. (2019). The habitat, ecological life conditions, and usage characteristics of the otter (Lutra lutra L. 1758) in the Balikdami Wildlife Development Area. Environmental Monitoring and Assessment, 191(11), 645.

    Article  CAS  Google Scholar 

  • Peñuelas, J., Sardans, J., Filella, I., Estiarte, M., Llusià, J., Ogaya, R., & Terradas, J. (2018). Assessment of the impacts of climate change on Mediterranean terrestrial ecosystems based on data from field experiments and long-term monitored field gradients in Catalonia. Environmental and Experimental Botany, 152, 49–59.

    Article  Google Scholar 

  • Phillips, S. J., & Dudík, M. (2008). Modeling of species distributions with MaxEnt: New extensions and a comprehensive evaluation. Ecography, 31(2), 161–175.

    Article  Google Scholar 

  • Rambal, S., Ourcival, J. M., Joffre, R., Mouillot, F., Nouvellon, Y., Reichstein, M., & Rocheteau, A. (2003). Drought controls over conductance and assimilation of a Mediterranean evergreen ecosystem: Scaling from leaf to canopy. Global Change Biology, 9, 1813–1824.

    Article  Google Scholar 

  • Savas, D.S., Sevik, H., Isinkaralar, K. Turkyilmaz, A. & Cetin, M. (2021). The potential of using Cedrus atlantica as a biomonitor in the concentrations of Cr and Mn. Environ Sci Pollut Res (2021). https://doi.org/10.1007/s11356-021-14826-1

  • Sevik, H., Cetin, M., Ozel, H. B., Erbek, A., & Zeren Cetin, I. (2021). The effect of climate on leaf micromorphological characteristics in some broad-leaved species. Environment, Development and Sustainability, 23(4), 6395–6407.

    Article  Google Scholar 

  • Sevik, H., Ozel, H. B., Cetin, M., Özel, H. U., & Erdem, T. (2019). Determination of changes in heavy metal accumulation depending on plant species, plant organism, and traffic density in some landscape plants. Air Quality, Atmosphere & Health, 12(2), 189–195.

    Article  CAS  Google Scholar 

  • Thurm, E. A., Hernandez, L., Baltensweiler, A., Ayan, S., Rasztovits, E., Bielak, K., & Falk, W. (2018). Alternative tree species under climate warming in managed European forests. Forest Ecology and Management, 430, 485–497.

    Article  Google Scholar 

  • Topacoglu, O., Sevik, H., & Akkuzu, E. (2016). Effects of water stress on germination of Pinus nigra Arnold. Seeds. Pakistan Journal of Botany, 48(2), 447–453.

    CAS  Google Scholar 

  • Turkyilmaz, A., Cetin, M., Sevik, H., Isinkaralar, K., & Saleh, E. A. A. (2020). Variation of heavy metal accumulation in certain landscaping plants due to traffic density. Environment, Development and Sustainability, 22(3), 2385–2398.

    Article  Google Scholar 

  • Ucun Ozel, H., Gemici, B. T., Gemici, E., Ozel, H. B., Cetin, M., & Sevik, H. (2020). Application of artificial neural networks to predict the heavy metal contamination in the Bartin River. Environmental Science and Pollution Research, 1–18.

  • Varol, T., Canturk, U., Cetin, M., Ozel, H. B., & Sevik, H. (2021). Impacts of climate change scenarios on European ash tree (Fraxinus excelsior L.) in Turkey. Forest Ecology and Management, 491(2021), 119199. https://doi.org/10.1016/j.foreco.2021.119199

    Article  Google Scholar 

  • Yigit, N., Mutevelli, Z., Sevik, H., Onat, S. M., Ozel, H. B., Cetin, M., & Olgun, C. (2021). Identification of some fiber characteristics in Rosa sp. and Nerium oleander L. wood grown under different ecological conditions. BioResources, 16(3), 5862–5874. https://doi.org/10.15376/biores.14.3.7015-7024

    Article  CAS  Google Scholar 

  • Yigit, N., Sevik, H., Cetin, M., & Kaya, N. (2016). Determination of the effect of drought stress on the seed germination in some plant species. Water stress in plants, 43–62.

  • Zhao, R., Chu, X., He, Q., Tang, Y., Song, M., & Zhu, Z. (2020). Modeling current and future potential geographical distribution of Carpinus tientaiensis, a critically endangered species from China. Forests, 11(7), 774.

    Article  Google Scholar 

  • Zeren Cetin, I., & Sevik, H. (2020). Investigation of the relationship between bioclimatic comfort and land use by using GIS and RS techniques in Trabzon. Environmental Monitoring and Assessment, 192(2), 71. https://doi.org/10.1007/s10661-019-8029-4

    Article  CAS  Google Scholar 

  • Zeren Cetin, I., Ozel, H. B., & Varol, T. (2020). Integrating of settlement area in urban and forest area of Bartin with climatic condition decision for managements. Air Qual Atmos Health, 13(8), 1013-1022 (2020). https://doi.org/10.1007/s11869-020-00871-1

    Article  CAS  Google Scholar 

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Acknowledgements

The authors thank the support by the Republic of Turkey Ministry of Agriculture and Forestry, General Directorate of Forest Engineering, and the General Directorate of Meteorology for their prompt responses to our requests.

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Halil, Tugrul, Hakan, and Ilknur designed the study and performed the experiments; and Tugrul, Ilknur, and Mehmet performed the experiments, analyzed the data, and wrote the manuscript.

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Correspondence to Mehmet Cetin.

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Varol, T., Cetin, M., Ozel, H.B. et al. The Effects of Climate Change Scenarios on Carpinus betulus and Carpinus orientalis in Europe. Water Air Soil Pollut 233, 45 (2022). https://doi.org/10.1007/s11270-022-05516-w

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