Abstract
The evidence of climate change occurred in the last century, causes significant alterations to the environment. The adaptation of plants is a particularly important aspect of it and contributes to assess the variations in biodiversity to expect in the near future in the attempt of understanding the possible consequences. In this research, some significant forest areas of the Tuscan Apennines, which are featured by a complex and varied territory from a climatic point of view, have been taken into consideration. Four historical weather stations were considered, in order to verify climate trends and their mutual correlations. In-depth analyses were carried out to identify climate trends and check whether there are recurring periods in the climate, as seemed to be highlighted by previous studies on silver fir forests. The results were surprising as inhomogeneous distribution of temperatures during time between the different sites sampled was observed, and clustering of the sites showed variability through space and time. In addition, a return period of 6–7 years was identified in the historical temperature series through Fourier analysis, outlining a cyclical trend of the same; that could be reflected in the growth trends of trees. Furthermore the analysis revealed that the use of master series of the climate variable as representative of trends across the study area can lead to not detecting relevant information relating to climate/tree growth relationships both at the forest landscape level and at the forest unit level, thus affecting the accuracy and validity of forest management plans.
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References
Andreu L, Gutiérrez E, Macias M, Ribas M, Bosch O, Camarero JJ (2007) Climate increases regional tree-growth variability in Iberian pine forests. Glob Chang Biol 13(4):804–815. https://doi.org/10.1111/j.1365-2486.2007.01322.x
Bartolini G, Morabito M, Crisci A, Grifoni D, Torrigiani T, Petralli M, Maracchi G, Orlandini S (2008) Recent trends in Tuscany (Italy) summer temperature and indices of extremes. Int J Climatol 28(13):1751–1760. https://doi.org/10.1002/joc.1673
Biond F (1997) Evolutionary and moving response functions in dendroclimatology. Dendrochonologia 15:139–150
Bolte A, Ammer C, Löf M, Madsen P, Nabuurs GJ, Schall P, Spathelf P, Rock J (2009) Adaptive forest management in central Europe: climate change impacts, strategies and integrative concept. Scand J Forest Res 24(6):473–482. https://doi.org/10.1080/02827580903418224
Borghetti M, La Mantia T, Menozzi P, Piotti A (2012) Probabili impatti del cambiamento climatico sulla biodiversità delle foreste italiane. Forest@-Journal of Silviculture and Forest Ecology 9(6):245
Brunetti M, Buffoni L, Maugeri M, Nanni T (2000a) Trends of minimum and maximum daily temperatures in Italy from 1865 to 1996. Theor Appl Climatol 66(1-2):49–60. https://doi.org/10.1007/s007040070032
Brunetti M, Maugeri M, Nanni T (2000b) Variations of temperature and precipitation in Italy from 1866 to 1995. Theor Appl Climatol 65:165–174. https://doi.org/10.1007/s007040070041
Brunetti M, Maugeri M, Monti F, Nanni T (2006) Temperature and precipitation variability in Italy in the last two centuries from homogenised instrumental time series. Int J Climatol J Royal Meteorologl Soc 26(3):345–381. https://doi.org/10.1002/joc.1251
Camuffo D, Bertolin C, Barriendos M, Dominguez-Castro F, Cocheo C, Enzi S, Sghedoni M, della Valle A, Garnier E, Alcoforado MJ, Xoplaki E, Luterbacher J, Diodato N, Maugeri M, Nunes MF, Rodriguez R (2010) 500-year temperature reconstruction in the Mediterranean Basin by means of documentary data and instrumental observations. Clim Chang 101:169–199. https://doi.org/10.1007/s10584-010-9815-8
Carrer M, Nola P, Motta R, Urbinati C (2010) Contrasting tree-ring growth to climate responses of Abies alba toward the southern limit of its distribution area. Oikos 119(9):1515–1525. https://doi.org/10.1111/j.1600-0706.2010.18293.x
Costinot A, Donaldson D, Smith C (2016) Evolving comparative advantage and the impact of climate change in agricultural markets: evidence from 1.7 million fields around the world. J Polit Econ 124(1):205–248
Crisci A, Gozzini B, Meneguzzo F, Pagliara S, Maracchi G (2002) Extreme rainfall in a changing climate: regional analysis and hydrological implications in Tuscany. Hydrol Process 16(6):1261–1274. https://doi.org/10.1002/hyp.1061
D’Aprile F, Tapper N, Baker PJ, Bartolozzi L, Bottacci A (2012) Changes in the relationships between temperature and silver fir (Abies alba Mill.) growth in the Tuscan Apennine Alps (Middle Italy). European Geoscience Union - General Assembly - Programme CL4. Past-Present-Future Climates. Vienna. doi: https://doi.org/10.13140/RG.2.1.4226.3767
D’Aprile F, Tapper N, Marchetti M (2015) Forestry under climate change. Is time a tool for sustainable forest management? Open. J For 5(04):329–336. https://doi.org/10.4236/ojf.2015.54028
Dawood M (2017) Spatio-statistical analysis of temperature fluctuation using Mann–Kendall and Sen’s slope approach. Clim Dyn 48(3-4):783–797. https://doi.org/10.1007/s00382-016-3110-y
Dutilleul P, Till C (2011) Evidence of periodicities related to climate and planetary behaviours in ring-width chronologies of Atlas cedar (Cedrus atlantica) in Morocco. Can J For Res 22(10):1469–1482. https://doi.org/10.1139/x92-197
Gallucci V, Urbinati C (2009) Dinamismi di accrescimento e sensitività climatica dell’abete bianco (Abies alba Mill.) nel SIC Alpe della Luna-Bocca Trabaria (PU). Forest-J Silvicult Forest Ecol 6(2):85–99. https://doi.org/10.3832/efor0564-006
Gentilesca T, Todaro L (2008) Crescita radiale e risposte climatiche dell’abete bianco (Abies alba Mill.) in Basilicata. Forest-J Silvicult Forest Ecol 5(1):47–56. https://doi.org/10.3832/efor0505-0050047
Gentilucci M, Barbieri M, Lee HS, Zardi D (2019a) Analysis of Rainfall Trends and Extreme Precipitation in the Middle Adriatic Side, Marche Region (Central Italy). Water 11(9):1948. https://doi.org/10.3390/w11091948
Gentilucci M, Materazzi M, Pambianchi G, Burt P, Guerriero G (2019b) Assessment of variations in the temperature-rainfall trend in the province of Macerata (Central Italy), comparing the last three climatological standard normals (1961–1990; 1971–2000; 1981–2010) for biosustainability studies. Environ Process 6(2):391–412. https://doi.org/10.1007/s40710-019-00369-8
Gentilucci M, Barbieri M, D’Aprile F, Zardi D (2020) Analysis of extreme precipitation indices in the Marche region (central Italy), combined with the assessment of energy implications and hydrogeological risk. Energy Rep 6:804–810. https://doi.org/10.1016/j.egyr.2019.11.006
Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18(1):107–121
IPCC (2007) Climate Change 2007: Synthesis Report. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, Pachauri RK and Reisinger A (eds.)]. IPCC, Geneva, pp 104
IPCC (2014) Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, Pachauri RK and Meyer LA (eds.)]. IPCC, Switzerland, pp 151
I.P.C.C (2018) Sixth Assessment Report. The Intergovernmental Panel on Climate Change. https://www.ipcc.ch/
Jandl R, Spathelf P, Bolte A, Prescott CE (2019) Forest adaptation to climate change—is non-management an option? Ann Forest Sci 76:48. https://doi.org/10.1007/s13595-019-0827-x
Jones PD, Wigley TML (2010a) Estimation of global temperature trends: what’s important and what isn’t. Clim Chang 100(1):59–69. https://doi.org/10.1007/s10584-010-9836-3
Jones PH, Wigley TML (2010b) Estimation of global temperature trends: what’s important and what isn’t. Clim Chang 100:59–69. https://doi.org/10.1007/s10584-010-9836-3
Kristoufek L (2014) Detrending moving-average cross-correlation coefficient: measuring cross-correlations between non-stationary series. Phys A: Statist Mechan Applic 406:169–175. https://doi.org/10.1016/j.physa.2014.03.015
Lebourgeois F, Mérian P (2011) La sensibilité au climat des arbres forestiers a-t-elle changé au cours du XXe siècle? Revue Forestiere Francaise 63(1):17–32. https://doi.org/10.4267/2042/43091
Macias M, Andreu L, Bosch O, Camarero JJ, Gutiérrez E (2006) Increasing aridity is enhancing silver fir Abies alba mill. water stress in its south-western distribution limit. Clim Chang 79(3-4):289–313. https://doi.org/10.1007/s10584-006-9071-0
Maracchi G (1998) Climate analysis, global change and impacts on agriculture and forestry: an overview
Maracchi G, Genesio L, Magno R, Ferrari R, Crisci A, Bottai L (2005) I diagrammi del clima in Toscana. CNR-IBIMET, Firenze, LaMMA-CRES, Grosseto. Progetto: DESERTNET-INTERREG III B MEDOCC-Azione pilota in Toscana.
Matyasovszky I (2011) Detecting abrupt climate changes on different time scales. Theor Appl Climatol 105(3):445–454
Mavromatis T, Stathis D (2011) Response of the water balance in Greece to temperature and precipitation trends. Theor Appl Climatol 104(1-2):13–24. https://doi.org/10.1007/s00704-010-0320-9
Önöz B, Bayazit M (2003) The power of statistical tests for trend detection. Turk J Eng Environ Sci 27(4):247–251
Orlandini S, Di Stefano V, Lucchesini P, Puglisi A, Bartolini G (2009) Current trends of agroclimatic indices applied to grapevine in Tuscany (Central Italy). Idojaras 113(1-2):69–78
Ponocná T, Spyt B, Kaczka R, Büntgen U, Treml V (2016) Growth trends and climate responses of Norway spruce along elevational gradients in East-Central Europe. Trees 30(5):1633–1646. https://doi.org/10.1007/s00468-016-1396-3
Rolland C, Petitcolas V, Michalet R (1998) Changes in radial tree growth for Picea abies, Larix decidua, Pinus cembra and Pinus uncinata near the alpine timberline since 1750. Trees 13(1):40–53. https://doi.org/10.1007/PL00009736
Santos J, Leite S (2009) Long-term variability of the temperature time series recorded in Lisbon. J Appl Stat 36(3):323–337. https://doi.org/10.1080/02664760802449159
Schippers P, Sterck F, Vlam M, Zuidema PA (2015) Tree growth variation in the tropical forest: understanding effects of temperature, rainfall and CO 2. Glob Chang Biol 21(7):2749–2761. https://doi.org/10.1111/gcb.12877
Scholze M, Knorr W, Arnell NW, Prentice IC (2006) A climate-change risk analysis for world ecosystems. Proc Natl Acad Sci 103(35):13116–13120. https://doi.org/10.1073/pnas.0601816103
Scorzini AR, Leopardi M (2019) Precipitation and temperature trends over central Italy (Abruzzo Region): 1951–2012. Theor Appl Climatol 135:959–977. https://doi.org/10.1007/s00704-018-2427-3
Solomon S (2007) IPCC (2007): Climate change the physical science basis. In: Agu fall meeting abstracts (Vol. 2007, pp U43D-01)
Toreti A, Desiato F (2008) Temperature trend over Italy from 1961 to 2004. Theor Appl Climatol 91(1-4):51–58. https://doi.org/10.1007/s00704-006-0289-6
Ward JH Jr (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 58(301):236–244
Wilson R, Elling W (2004) Temporal instability in tree-growth/climate response in the Lower Bavarian Forest region: implications for dendroclimatic reconstruction. Trees 18(1):19–28. https://doi.org/10.1007/s00468-003-0273-z
Yndestad H (2006) The influence of the lunar nodal cycle on Arctic climate. ICES J Mar Sci 63(3):401–420
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Gentilucci, M., D’Aprile, F. Variations in trends of temperature and its influence on tree growth in the Tuscan Apennines. Arab J Geosci 14, 1418 (2021). https://doi.org/10.1007/s12517-021-07546-w
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DOI: https://doi.org/10.1007/s12517-021-07546-w