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Identifying the suitable habitats for Anatolian boxwood (Buxus sempervirens L.) for the future regarding the climate change

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Abstract

Distribution of tree species is a function of climatic (such as temperature and precipitation) and topographic (such as altitude, slope, and exposure) parameters. It is thought that any change in climatic parameters would be one of the most effective factors to influence the distribution of species. The adaptation of populations would depend on the phenotypic variation, strength of selection, interspecies competition, and biotic interactions. Moreover, many ecologic and anthropogenic processes that are related with each other would affect the distance of distribution. Hence, the detailed and reliable information about the geographical distribution of species under changing climate conditions is of significant importance for various ecologic and protection practices. For this reason, the present study focused on the estimation and analysis of the potential distribution of Anatolian boxwood in different scenarios (SSPS245 and SSPS585) and the estimation and analysis of environmental factors influencing this distribution. Using the current and future (2040-2060-2080-2100) climate scenarios, the habitats that are suitable for the distribution of Anatolian boxwood in Turkey were modeled using the maximum entropy model and then mapped using ArcGIS software. In determining the potential distribution areas, 21 parameters (19 bioclimatic and 2 topographic variables) were used in 21 field-based formation points. The results showed that the most important variables affecting the distribution of species were annual mean temperature (Bio1), minimum temperature of the coldest month (Bio6), mean temperature of the coldest quartile (Bio11), precipitation of the driest month (Bio14), precipitation of the driest quartile (Bi017), and precipitation of the warmest quartile (Bio18). According to two future climate change scenarios, the estimation models showed that there might be decreases up to 6% in Anatolian Boxwood population in years 2040–2060 and, in year 2100; the potential area of distribution will shift to north and higher altitudes in comparison to the current ones and increase by 1–4%. The human help needed for maintaining the existence of new species in the suitable distribution areas suggests the necessity of reviewing and re-designing the current forestry plans and silvicultural practices within the context of climate change.

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Data availability

All data are given in manuscript. Data came from the Turkish State of Meteorological Service, https://www.mgm.gov.tr/eng/forecast-cities.aspx. The authors thank the supported 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.

References

  • Abolmaali SMR, 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. Ecol Inform 43:116–123

    Article  Google Scholar 

  • Aitken SN, Whitlock MC (2013) Assisted gene flow to facilitate local adaptation to climate change. Annu Rev Ecol Evol Syst 44:367–388

    Article  Google Scholar 

  • Aitken SN, Yeaman S, Holliday JA, Wang T, Curtis-McLane S (2008) Adaptation, migration or extirpation: climate change outcomes for tree populations. Evol Appl 1(1):95–111

    Article  Google Scholar 

  • Akkemik Ü (Ed) (2018) Natural-Exotic Trees and Shrubs of Turkey. General Directorate of Forestry Publications, Ankara. 684 p

  • Akyol A, Örücü ÖK (2019) Investigation and evaluation of stone pine (Pinus pinea L.) current and future potential distribution under climate change in Turkey. Cerne 25(4):415–423

    Article  Google Scholar 

  • Andrews T, Betts RA, Booth BB, Jones CD, Jones GS (2017) Effective radiative forcing from historical land use change. Clim Dyn 48(11):3489–3505

    Article  Google Scholar 

  • Babar S, Amarnath G, Reddy CS, Jentsch A, Sudhakar S (2012) Species distribution models: ecological explanation and prediction of an endemic and endangered plant species (Pterocarpus santalinus Lf). Curr Sci:1157–1165

  • Bouchard F, Fortier D, Paquette M, Boucher V, Pienitz R, Laurion I (2020) Thermokarst lake inception and development in syngenetic ice-wedge polygon terrain during a cooling climatic trend, Bylot Island (Nunavut), eastern Canadian Arctic. Cryosphere 14(8):2607–2627

    Article  Google Scholar 

  • Burgess MG, Ritchie J, Shapland J, Pielke R (2020) IPCC baseline scenarios have over-projected CO2 emissions and economic growth. Environ Res Lett 16(1):014016

    Article  Google Scholar 

  • Cesur A, Zeren Cetin I, Abo Aisha AES, Alrabiti OBM, Aljama AMO, Jawed AA, Cetin M, Sevik H, Ozel HB (2021) The usability of Cupressus arizonica annual rings in monitoring the changes in heavy metal concentration in air. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-13166-4

  • Cetin M (2015a) Using GIS analysis to assess urban green space in terms of accessibility: case study in Kutahya. Int J Sustain Dev World Ecol 22(5):420–424

    Google Scholar 

  • Cetin M (2015b) Determining the bioclimatic comfort in Kastamonu City. Environ Monit Assess 187(10):1–10

    Article  Google Scholar 

  • Cetin M (2016a) A change in the amount of CO2 at the center of the examination halls: case study of Turkey. Stud Ethno-Med 10(2):146–155

    Article  Google Scholar 

  • Cetin M (2016b) Determination of bioclimatic comfort areas in landscape planning: a case study of Cide Coastline. Turk J Agric-Food Sci Technol 4(9):800–804

    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 Qual Atmos Health 12(10):1237–1249

    Article  Google Scholar 

  • 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. Turk J Agric-Food Sci Technol 8(12):2695–2701. https://doi.org/10.1007/s11869-020-00858-y

    Article  Google Scholar 

  • Cetin M (2020b) Climate comfort depending on different altitudes and land use in the urban areas in Kahramanmaras City. Air Qual Atmos Health 13(8):991–999

    Article  Google Scholar 

  • Cetin M, Jawed AA (2022) Variation of Ba concentrations in some plants grown in Pakistan depending on traffic density. Biomass Convers Biorefin:1–7

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

    Google Scholar 

  • Chadburn H, Barstow M (2018) Buxus sempervirens. The IUCN Red List of Threatened Species 2018: e.T202944A68067753. https://doi.org/10.2305/IUCN.UK.2018-1.RLTS.T202944A68067753.en. Accessed 01/05/2021

  • Chang YL, Peng MW, Chu GM, Wang M (2020) Maxent modelling for predicting impacts of climate change on the potential distribution of Anabasis aphylla in northwestern China. Appl Ecol Environ Res 18:1637–1648

    Article  Google Scholar 

  • Clift R (2007) Climate change and energy policy: the importance of sustainability arguments. Energy 32(4):262–268

    Article  Google Scholar 

  • Dalfes HN, Karaca M, Sen OL (2007) Climate change scenarios for Turkey in Climate change & Turkey: impact, sectoral analyses, socio-economic dimensions. Ankara, United Nations Development Programme (UNDP) Turkey Office. https://scholar.google.com/scholar?hl=tr&as_sdt=0%2C5&q=Climate+change+scenarios+for+Turkey+In+Climate+change+%26+Turkey%3A+Impact%2C+sectoral+analyses%2C+socioeconomic+dimensions.%22+Ankara%3A+United+Nations+Development+Programme+%28UNDP%29+Turkey+Office+%28200&btnG=. Accessed 25 June 2021

  • Daniel CJ, Ter-Mikaelian MT, Wotton BM, Rayfield B, Fortin MJ (2017) Incorporating uncertainty into forest management planning: Timber harvest, wildfire and climate change in the boreal forest. For Ecol Manag 400:542–554

    Article  Google Scholar 

  • Diaz DG, Ignazi G, Mathiasen P, Premoli AC (2021) Climate-driven adaptive responses to drought of dominant tree species from Patagonia. New For:1–24

  • Dyderski MK, Paź S, Frelich LE, Jagodziński AM (2018) How much does climate change threaten European forest tree species distributions? Glob Chang Biol 24(3):1150–1163

    Article  Google Scholar 

  • Ertugrul M, Varol T, Kaygin AT, Ozel HB (2017) The relationship between climate change and forest disturbance in Turkey. Fresenius Environ Bull 26(6):4064–4074

    Google Scholar 

  • Eurostat (2018) Air Emissions Accounts by NACE Rev. 2 Activity. http://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=env_ac_ainah_r2&lang=en. Accessed 20/04/2021

  • 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 

  • GBIF (2021) Global Biodiversity Information Facility, https://www.gbif.org/occurrence/map?has_coordinate=true&has_geospatial_issue=false&taxon_key=2984671&occurrence_status=present. Accessed 20/04/2021

  • Gomez-Pineda E, Sáenz-Romero C, Ortega-Rodríguez JM, Blanco-García A, Madrigal-Sánchez X, Lindig-Cisneros R et al (2020) Suitable climatic habitat changes for Mexican conifers along altitudinal gradients under climatic change scenarios. Ecol Appl 30(2):e02041

    Article  Google Scholar 

  • Gomez-Pineda E, Blanco-García A, Lindig-Cisneros R, O’Neill GA, Lopez-Toledo L, Sáenz-Romero C (2021) Pinus pseudostrobus assisted migration trial with rain exclusion: maintaining Monarch Butterfly Biosphere Reserve forest cover in an environment affected by climate change. New For:1–16

  • Gustavsson L, Haus S, Lundblad M, Lundström A, Ortiz CA, Sathre R et al (2017) Climate change effects of forestry and substitution of carbon-intensive materials and fossil fuels. Renew Sust Energ Rev 67:612–624

    Article  Google Scholar 

  • Hadden D, Grelle A (2016) Changing temperature response of respiration turns boreal forest from carbon sink into carbon source. Agric For Meteorol 223:30–38

    Article  Google Scholar 

  • Hanewinkel M, Cullmann DA, Schelhaas MJ, Nabuurs GJ, Zimmermann NE (2013) Climate change may cause severe loss in the economic value of European forest land. Nat Clim Chang 3(3):203–207

    Article  Google Scholar 

  • Hirata A, Nakamura K, Nakao K, Kominami Y, Tanaka N, Ohashi H et al (2017) Potential distribution of pine wilt disease under future climate change scenarios. PLoS One 12(8):e0182837

    Article  Google Scholar 

  • Huang S, Zheng X, Ma L, Wang H, Huang Q, Leng G et al (2020) Quantitative contribution of climate change and human activities to vegetation cover variations based on GA-SVM model. J Hydrol 584:124687

    Article  Google Scholar 

  • Iverson L, Knight KS, Prasad A, Herms DA, Matthews S, Peters M et al (2016) Potential species replacements for black ash (Fraxinus nigra) at the confluence of two threats: Emerald ash borer and a changing climate. Ecosystems 19(2):248–270

    Article  Google Scholar 

  • Li J, Fan G, He Y (2020) Predicting the current and future distribution of three Coptis herbs in China under climate change conditions, using the MaxEnt model and chemical analysis. Sci Total Environ 698:134141

    Article  Google Scholar 

  • Lindner M, Maroschek M, Netherer S, Kremer A, Barbati A, Garcia-Gonzalo J et al (2010) Climate change impacts, adaptive capacity, and vulnerability of European forest ecosystems. For Ecol Manag 259(4):698–709

    Article  Google Scholar 

  • Lobo JM, Jiménez-Valverde A, Real R (2008) AUC: a misleading measure of the performance of predictive distribution models. Glob Ecol Biogeogr 17(2):145–151

    Article  Google Scholar 

  • Lopez-Sánchez CA, Castedo-Dorado F, Cámara-Obregón A, Barrio-Anta M (2021) Distribution of Eucalyptus globulus Labill. in northern Spain: Contemporary cover, suitable habitat and potential expansion under climate change. For Ecol Manag 481:118723

    Article  Google Scholar 

  • Lopez-Tirado J, Vessella F, Stephan J, Ayan S, Schirone B, Hidalgo PJ (2021) Effect of climate change on potential distribution of Cedrus libani A. Rich in the twenty-first century: an Ecological Niche Modeling assessment. New For 52(3):363–376

    Article  Google Scholar 

  • McLane SC, Aitken SN (2012) Whitebark pine (Pinus albicaulis) assisted migration potential: testing establishment north of the species range. Ecol Appl 22(1):142–153

    Article  Google Scholar 

  • Meli P, Holl KD, Rey Benayas JM, Jones HP, Jones PC, Montoya D, Moreno Mateos D (2017) A global review of past land use, climate, and active vs. passive restoration effects on forest recovery. PLoS One 12(2):e0171368

    Article  Google Scholar 

  • Melles SJ, Fortin MJ, Lindsay K, Badzinski D (2011) Expanding northward: influence of climate change, forest connectivity, and population processes on a threatened species' range shift. Glob Chang Biol 17(1):17–31

    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. Glob Ecol Conserv 25:e01420

    Article  Google Scholar 

  • Oberle B, Covey KR, Dunham KM, Hernandez EJ, Walton ML, Young DF, Zanne AE (2018) Dissecting the effects of diameter on wood decay emphasizes the importance of cross-stem conductivity in Fraxinus americana. Ecosystems 21(1):85–97

    Article  Google Scholar 

  • Ouyang L, Arnold RJ, Chen S, Xie Y, He S, Liu X, Zhang W (2021) Prediction of the suitable distribution of Eucalyptus grandis in China and its responses to climate change. New For:1–19

  • Ozel HB, Cetin M, Sevik H, Varol T, Isik B, 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. Biol Futura. https://doi.org/10.1007/s42977-021-00085-1

  • Peñuelas J, Sardans J, Filella I, Estiarte M, Llusià J, Ogaya et al (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. Environ Exp Bot 152:49–59

    Article  Google Scholar 

  • Phillips SJ, Dudík M (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 31(2):161–175

    Article  Google Scholar 

  • Poggio L, Simonetti E, Gimona A (2018) Enhancing the WorldClim data set for national and regional applications. Sci Total Environ 625:1628–1643

    Article  Google Scholar 

  • Popp A, Calvin K, Fujimori S, Havlik P, Humpenöder F, Stehfest E et al (2017) Land-use futures in the shared socio-economic pathways. Glob Environ Chang 42:331–345

    Article  Google Scholar 

  • Quinto L, Navarro-Cerrillo RM, Palacios-Rodriguez G, Ruiz-Gomez F, Duque-Lazo J (2021) The current situation and future perspectives of Quercus ilex and Pinus halepensis afforestation on agricultural land in Spain under climate change scenarios. New For 52(1):145–166

    Article  Google Scholar 

  • Rahman M, Islam M, Bräuning A (2018) Tree radial growth is projected to decline in South Asian moist forest trees under climate change. Glob Planet Chang 170:106–119

    Article  Google Scholar 

  • Rogelj J, Popp A, Calvin KV, Luderer G, Emmerling J, Gernaat D et al (2018) Scenarios towards limiting global mean temperature increase below 1.5 C. Nat Clim Chang 8(4):325–332

    Article  Google Scholar 

  • Ruiz-Labourdette D, Schmitz MF, Pineda FD (2013) Changes in tree species composition in Mediterranean mountains under climate change: Indicators for conservation planning. Ecol Indic 24:310–323

    Article  Google Scholar 

  • Rushforth K (1999) Trees of Britain and Europe; Collins: New York, USA. Google Scholar. https://scholar.google.com/scholar?hl=tr&as_sdt=0%2C5&q=+Trees+of+Britain+and+Europe%3B+Collins%3A+New+York%2C+USA&btnG=. Accessed 25 June 2021

  • Safaei M, Tarkesh M, Bashari H, Bassiri M (2018) Modeling potential habitat of Astragalus verus Olivier for conservation decisions: a comparison of three correlative models. Flora 242:61–69

    Article  Google Scholar 

  • Schmidt J, Leduc S, Dotzauer E, Schmid E (2011) Cost-effective policy instruments for greenhouse gas emission reduction and fossil fuel substitution through bioenergy production in Austria. Energy Policy 39(6):3261–3280

    Article  Google Scholar 

  • Sevik H, Cetin M, Ozel HU, Ozel HB, Mossi MMM, Zeren Cetin I (2020) Determination of Pb and Mg accumulation in some of the landscape plants in shrub forms. Environ Sci Pollut Res 27(2):2423–2431

    Article  Google Scholar 

  • Sevik H, Cetin M, Ozel HB, Erbek A, Zeren Cetin I (2021) The effect of climate on leaf micromorphological characteristics in some broad-leaved species. Environ Dev Sustain 23(4):6395–6407

    Article  Google Scholar 

  • Smith AL, Hewitt N, Klenk N, Bazely DR, Yan N, Wood S et al (2012) Effects of climate change on the distribution of invasive alien species in Canada: a knowledge synthesis of range change projections in a warming world. Environ Rev 20(1):1–16

    Article  Google Scholar 

  • Talu N, Özden MS, Özgün S, Dougherty W, Fencl A (2010) Turkey’s national climate change adaptation strategy and action plan (Draft). TR Ministry of Environment and Urbanization. General Directorate of Environmental Management, Department of Climate Change, Ankara

    Google Scholar 

  • Taylor Aiken G, Middlemiss L, Sallu S, Hauxwell-Baldwin R (2017) Researching climate change and community in neoliberal contexts: an emerging critical approach. Wiley Interdiscip Rev Clim Chang 8(4):e463

    Article  Google Scholar 

  • Thurm EA, Hernandez L, Baltensweiler A, Ayan S, Rasztovits E, Bielak K et al (2018) Alternative tree species under climate warming in managed European forests. For Ecol Manag 430:485–497

    Article  Google Scholar 

  • Toczydlowski AJ, Slesak RA, Kolka RK, Venterea RT (2020) Temperature and water-level effects on greenhouse gas fluxes from black ash (Fraxinus nigra) wetland soils in the Upper Great Lakes region, USA. Appl Soil Ecol 153:103565

    Article  Google Scholar 

  • Tran QM (2019) Projection of fossil fuel demands in Vietnam to 2050 and climate change implications. Asia Pacific Policy Stud 6(2):208–221

    Article  Google Scholar 

  • Tsai P, Torabinejad M, Rice D, Azevedo B (2012) Accuracy of cone-beam computed tomography and periapical radiography in detecting small periapical lesions. J Endod 38(7):965–970

    Article  Google Scholar 

  • UNDP (2019) Small Island nations at the frontline of climate action. Retrieved from http://www.undp.org/content/undp/en/home/news-centre/news/2017/09/18/small-island-nations-at-the-frontline-of-climate-action-.html. Accessed 20/04/2021

  • Varol T, Ertugrul M, Ozel HB (2017) Drought-Forest Fire Relationship. In: Fuerst-Bjelis B (ed) Mediterranean Identities-Environment, Society, Culture, Section 3, Chapter 12. Intech Open, Crotia, p 283–303. https://doi.org/10.5772/66587https://books.google.com.tr/books?hl=tr&lr=&id=RwWQDwAAQBAJ&oi=fnd&pg=PA283&dq=Drought-Forest+Fire+Relationship.+Journal+of+Mediterranean+Identities%E2%80%94Environment,+Society,+Culture&ots=tj98gVycpo&sig=qhSfjaQeXRpQarAYn0SLb1bGGk&redir_esc=y#v=onepage&q=Drought-Forest%20Fire%20Relationship.%20Journal%20of%20Mediterranean%20Identities%E2%80%94Environment%2C%20Society%2C%20Culture&f=false. Accessed 25 June 2021

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

    Article  Google Scholar 

  • Vilà-Cabrera A, Coll L, Martínez-Vilalta J, Retana J (2018) Forest management for adaptation to climate change in the Mediterranean basin: a synthesis of evidence. For Ecol Manag 407:16–22

    Article  Google Scholar 

  • Wang TT, Chu GM, Jiang P, Niu PX, Wang M (2017) Effects of sand burial and seed size on seed germination, seedling emergence and seedling biomass of Anabasis aphylla. Pak J Bot 49(2):391–396

    Google Scholar 

  • Webster M, Gerland S, Holland M, Hunke E, Kwok R, Lecomte O et al (2018) Snow in the changing sea-ice systems. Nat Clim Chang 8(11):946–953

    Article  Google Scholar 

  • Wingert NC, Gotoff J, Parrilla E, Gotoff R, Hou L, Ghanem E (2016) The ACS NSQIP risk calculator is a fair predictor of acute periprosthetic joint infection. Clin Orthop Relat Res 474(7):1643–1648

    Article  Google Scholar 

  • Wood N, Roelich K (2019) Tensions, capabilities, and justice in climate change mitigation of fossil fuels. Energy Res Soc Sci 52:114–122

    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. Environ Monit Assess 192(2):1–14. https://doi.org/10.1007/s10661-019-8029-4

    Article  Google Scholar 

  • Zeren Cetin I, Ozel HB, 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. https://doi.org/10.1007/s11869-020-00871-1

    Article  Google Scholar 

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Acknowledgments

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.

We thank YÖK for the 100/2000 PhD Scholarship Project and TÜBİTAK for their support.

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Tubitak YOK 100/2000 Scholarship.

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

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Correspondence to Ilknur Zeren Cetin.

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Varol, T., Canturk, U., Cetin, M. et al. Identifying the suitable habitats for Anatolian boxwood (Buxus sempervirens L.) for the future regarding the climate change. Theor Appl Climatol 150, 637–647 (2022). https://doi.org/10.1007/s00704-022-04179-1

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