Submitted:
07 July 2026
Posted:
08 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Soil Data
2.3. Climate Data
2.4. Root Traits Data Collection
2.5. Vegetation Data Collection
2.6. Species Level Changes
2.7. Modelling Temporal Changes
3. Results
3.1. Soil
3.2. Climate

3.3. Community Level: Descriptive Statistics
3.4. Community Level: Statistics by Predictive Models
3.5. Species Level
4. Discussion
5. Conclusions
Supplementary Materials
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Intergovernmental Panel on Climate change. Climate Change 2007: Impacts, Adaptation and Vulnerability.; Cambridge Univ. Press, UK, 2007; Available online: https://www.ipcc.ch/pdf/assessment-report/ar4/wg2/ar4_wg2_full_report.pdf.
- Intergovernmental Panel on Climate change. Climate Change 2014: Impacts, Adaptation and Vulnerability.; Cambridge Univ. Press, UK, 2014; Available online: http://www.ipcc.ch/report/ar5/wg2/.
- Intergovernmental Panel on Climate change. Climate Change 2022: Impacts, Adaptation and Vulnerability.; Cambridge Univ. Press, UK, 2022; Available online: https://www.ipcc.ch/report/sixth-assessment-report-working-group-ii/.
- Mathez, E.A. Climate Change. The Science of Global Warming and Our Energy Future.; Columbia University Press, 2009; Available online: https://cup.columbia.edu/book/climate-change/9780231146425.
- Bucchignani, E.; Montesarchio, M.; Zollo, A.L.; Mercogliano, P. High-resolution climate simulations with COSMO-CLM over Italy: performance evaluation and climate projections for the 21st century. Int. J. Climatol. 2016, 36, 735–756. [Google Scholar] [CrossRef]
- Zollo, A.L.; Rillo, V.; Bucchignani, E.; Montesarchio, M.; Mercogliano, P. Extreme temperature and precipitation events over Italy: assessment of high-resolution simulations with COSMO-CLM and future scenarios. Int. J. Climatol. 2016, 36, 987–1004. [Google Scholar] [CrossRef]
- Buffoni, L.; Maugeri, M.; Nanni, T. Precipitation in Italy from 1833 to 1996. Theor. Appl. Climatol. 1999, 63, 33–40. [Google Scholar] [CrossRef]
- Brunetti, M.; Maugeri, M.; Nanni, T. Variations of temperature and precipitation in Italy from 1866 to 1995. Theor. Appl. Climatol. 2000b, 65, 165–174. [Google Scholar] [CrossRef]
- Brunetti, M.; Buffoni, L.; Maugeri, M.; Nanni, T. Trend of minimum and maximum daily temperature in Italy from 1865 to 1996. Theor. Appl. Climatol. 66 2000b, 49–60. [Google Scholar] [CrossRef]
- Capozzi, V.; Di Bernardino, A.; Budillon, G. Changes in large-scale circulation behind the increase in extreme heat events in the Apennines (Italy). Atmos. Res. 2025, 319, 1–26. [Google Scholar] [CrossRef]
- Intergovernmental Panel on Climate change. Climate Change 2001: Impacts, Adaptation and Vulnerability.; Cambridge Univ. Press, UK., 2001; Available online: https://www.ipcc.ch/ipccreports/tar/wg1/pdf/WGI_TAR_full_report.pdf.
- Cannone, N.; Pignatti, S. Ecological responses of plant species and communities to climate warming: upward shift or range filling processes? Clim. Change 2014, 123, 201–214. [Google Scholar] [CrossRef]
- Braun-Blanquet, J. Die Vegetation des Piz Languard, ein Maßstab für Klimaänderungen. Sven. Bot. Tidskr. 1955, 49, 1–9. [Google Scholar]
- Braun-Blanquet, J. Ein Jahrhundert Florenwandel am Piz Linard (3414 m). Extr. Du. Bull. Jard.Botan. Brux. Vol. Jubil. W. Robyns Comm. S.I.G.M.A. 1957, 137, 221–232. [Google Scholar] [CrossRef]
- Hofer, H.R. Veränderungen in der Vegetation von 14 Gipfeln des Berninagebietes zwischen 1905 und 1985. Ber. Geobot. Inst. ETH. Stift. Rubel 1992, 58, 39–54. [Google Scholar]
- Grabherr, G.; Gottfried., M.; Pauli, H. Climate effects on mountain plants. Nature 1994, 369, 448–448. [Google Scholar] [CrossRef] [PubMed]
- Grabherr, G.; Gottfried, M.; Gruber, A. Patterns and current changes in alpine plant diversity. In Arctic and alpine biodiversity: patterns, causes and ecosystem consequences, 113; Chapin, I.I.I., Körner, F.S., C., Eds.; Springer: Berlin, 1995; pp. 167–181. [Google Scholar] [CrossRef]
- Grabherr, G.; Gottfried, M.; Pauli, H. Long-term monitoring of mountain peaks in the Alps. In Biomonitoring: General and applied aspects on regional and global scales, 35. Tasks for Vegetation Science.; Burga, C.A., Kratochwil, A., Eds.; Kluwer: Dordrecht, 2001; pp. pp. 153–177. [Google Scholar]
- Camenisch, M. Veränderungen der Gipfelflora im Bereich des Schweizerischen Nationalparks: Ein Vergleich über die letzen 80 Jahre. Jahresber. Nat.forsch. Ges. Graubünden 2002, 111, 27–37. [Google Scholar]
- Pauli, H.; Gottfried, M.; Dirnböck, T. Assessing the long-term dynamics of endemic plants at summit habitats. In Alpine biodiversity in Europe. A Europe-wide assessment of biological richness and change.; Nagy, L., Grabherr, G., Körner, C., Thompson, D.B., Eds.; Springer (Berlin), 2003a; pp. 195–207. [Google Scholar]
- Pauli, H.; Gottfried, M.; Grabherr, G. The Piz Linard (3411m), the Grisons, Switzerland - Europe's oldest mountain vegetation study site. In Alpine biodiversity in Europe. A Europe-wide assessment of biological richness and change.; Nagy, L., Grabherr, G., Körner, C., Thompson, D.B., Eds.; Springer (Berlin), 2003b; pp. 443–448. [Google Scholar]
- Walther, G.R.; Beißner, S.; Burga, C.A. Trends in upward shift of alpine plants. J. Veg. Sci. 2005, 16, 541–548. [Google Scholar] [CrossRef]
- Pauli, H.; Gottfried, M.; Reiter, K. Signals of range expansions and contractions of vascular plants in the high Alps: observations (1994-2004) at the GLORIA master site Schrankogel, Tyrol, Austria. Glob. Change Biol. 2007, 13, 147–156. [Google Scholar] [CrossRef]
- Holzinger, B.; Hülber, k.; Camenisch, M.; Grabherr, G. Changes in plant species richness over the last century in the eastern Swiss Alps: elevational gradient, bedrock effects and migration rates. Plant Ecol. 2008, 195, 179–196. [Google Scholar] [CrossRef]
- Parolo, G.; Rossi, G. Upward migration of vascular plants following a climate warming trend in the Alps. Basic Appl. Ecol. 2008, 9, 100–107. [Google Scholar] [CrossRef]
- Vittoz, P.; Bodin, J.; Ungricht, S. One century of vegetation change on Isla Persa, a nunatak in the Bernina massif in the Swiss Alps. J. Veg. Sci. 2008, 19, 671–680. [Google Scholar] [CrossRef]
- Erschbamer, B.; Kiebacher, T.; Mallaun, M.; Unterluggauer, P. Short-term signals of climate change along an altitudinal gradient in the South Alps. Plant Ecol. 2009, 202, 79–89. [Google Scholar] [CrossRef]
- Erschbamer, B.; Unterluggauer, P.; Winkler, E.; Mallaun, M. Changes in plant diversity revealed by long-term monitoring on mountain summits in the Dolomites (Italy). Preslia 2011, 83, 387–401. Available online: http://www.preslia.cz/P113Erschbamer.pdf.
- Gottfried, M.; et al. Continent-wide response of mountain vegetation to climate change. Nat. Clim. Chang. 2012, 2, 111–115. [Google Scholar] [CrossRef]
- Elmendorf, S.C.; Henry, G.H.R.; Hollister, R.D.; Fosaa, A.M.; Gould, W.A.; Hermanutz, L.; Hofgaard, A.; Jónsdóttir, I.S.; Jorgenson, J.C.; Lévesque, E.; Magnusson, B.; Molau, U.; Myers-Smith, I.H.; Oberbauer, S.F.; Rixen, C.; Tweedie, C.E.; Walker, M.D. Experiment, monitoring, and gradient methods used to infer climate change effects on plant communities yield consistent patterns. PNAS 2015, 112, 448–452. [Google Scholar] [CrossRef] [PubMed]
- Klanderud, K.; Birks, H.J.B. Recent increases in species richness and shifts in altitudinal distributions of Norwegian mountain plants. The Holocene 2003, 13, 1–6. [Google Scholar] [CrossRef]
- Moiseev, P.A.; Shiyatov, S.G. Vegetation dynamics at the treeline ecotone in the Ural highlands, Russia. In Alpine biodiversity in Europe. A Europe-wide assessment of biological richness and change. 167.; Nagy, L., Grabher, G., Körner, C., Thompson, D.B.A., Eds.; Springer (Berlin), 2003; pp. 423–435. [Google Scholar]
- Virtanen, R.; Eskelinen, A.; Gaare, E. Long-Term Changes in Alpine Plant Communities in Norway and Finland. In Alpine biodiversity in Europe. A Europe-wide assessment of biological richness and change.; Nagy, L., Grabherr, G., Körner, C., Thompson, D.B.A., Eds.; Springer (Berlin), 2003; pp. 411–422. [Google Scholar]
- Petriccione, B. Short-term changes in key plant communities of Central Apennines (Italy). Acta Botan. Gall. 2005, 152, 545–561. [Google Scholar] [CrossRef]
- Steinbauer, M.J.; et al. Accelerated increase in plant species richness on mountain summits is linked to warming. Nature 2018, 556, 231–234. [Google Scholar] [CrossRef] [PubMed]
- Thuiller, W.; Lavorel, S.; Araujo, M.B. Climate change threats to plant diversity in Europe. PNAS 2005, 102, 8245–8250. [Google Scholar] [CrossRef] [PubMed]
- Gottfried, M.; Pauli, H.; Reiter, K. A fine-scaled predictive model for changes in species distribution patterns of high mountain plants induced by climate warming. Divers. Distrib. 1999, 5, 241–251. [Google Scholar] [CrossRef]
- Guisan, A.; Theurillat, J.P. Assessing alpine plant vulnerability to climate change: a modelling perspective. Integr. Assess. 2000, 1, 307–320. [Google Scholar] [CrossRef]
- Theurillat; J, P.; Guisan, A. Potential impact of climate change on vegetation in the European Alps: a review. Clim. Change 2001, 50, 77–109. [Google Scholar] [CrossRef]
- Dirnböck, T.; Dullinger, S.; Grabherr, G. A regional impact assessment of climate and land-use change on alpine vegetation. J. Biogeogr. 2003, 30, 401–429. [Google Scholar] [CrossRef]
- Stanisci, A.; Pelino, G.; Guisan, A. Cambiamenti climatici ed effetti sulla flora d'alta quota nel Parco Nazionale della Majella. In La biodiversità vegetale nelle aree protette in Abruzzo: studi ed esperienze a confronto.; Di Cecco, M., Andrisano, T., Eds.; Parco Nazionale della Majella: Guardiagrele (Italy), 2006; pp. 192–209. ISSN ISBN 8890262206. [Google Scholar]
- Frate, L.; Carranza, M.L.; Evangelista, A.; Stinca, A.; Schaminée, J.H.J.; Stanisci, A. Climate and land use change impacts on Mediterranean high-mountain vegetation in the Apennines since the 1950s. Plant Ecol. Divers. 2018, 11, 85–96. [Google Scholar] [CrossRef]
- Cannone, N.; Sgorbati, S.; Guglielmin, M. Unexpected impacts of climate change on alpine vegetation. Front. Ecol. Environ. 2007, 5(7), 360–365. Available online: https://core.ac.uk/download/pdf/53546302.pdf. [CrossRef]
- Rogora, M.; Frate, L.; Carranza, M.L.; Freppaz, M.; Stanisci, A.; Bertani, I.; Bottarin, R.; Brambilla, A.; Canullo, R.; Carbognani, M.; Cerrato, C.; Chelli, S.; Cremonese, I.; Cutini, M.; Di Musciano, M.; Erschbamerm, B.; Godone, D.; Iocchi, M.; Isabellon, M.; Magnani, A.; Mazzola, L.; Morra di Cella, U.; Pauli, H.; Petey, M.; Petriccione, B.; Porro, S.; Psenner, R.; Rossetti, G.; Scotti, A.; Sommaruga, R.; Tappeiner, U.; Theurillat, J.P.; Tomaselli, M.; Viglietti, D.; Viterbi, R.; Vittoz, P.; Winkler, M.; Matteucci, G. Assessment of climate change effects on mountain ecosystems through a cross-site analysis in the Alps and Apennines. Sci. Total Environ. 2018, 624, 1429–1442. [Google Scholar] [CrossRef] [PubMed]
- Baldoni, M.; Biondi, E.; Frattaroli, A.R. Caratterizzazione bioclimatica del Gran Sasso d’Italia. Braun-Blanquetia 1999, 16, 7–20. [Google Scholar]
- Romeo, V.; Scarpelli, F. Le condizioni meteonivometriche negli Appennini. Linea Ecol. 2001, 4, 44–53. [Google Scholar]
- Körner, C. Alpine plant life. Functional plant ecology of high mountain ecosystems.; Springer (Berlin), 1999. [Google Scholar]
- Körner, C. Impact of atmospheric changes on high mountain vegetation. In Mountain Env.ironments in Changing Climates.; Beniston, M., Ed.; Routledge Publ. Co.: London, 1994. [Google Scholar]
- Blasi, C. Un approccio fitoclimatico allo studio dei cambiamenti climatici in Italia. Atti S.It.E. 1996, 17, 34–39. [Google Scholar]
- Petriccione, B. Land ecosystems sensitive to climate change (possible impact); Ministry of Environment. First Italian National Communication to the Framework Convention on Climate Change, 1995; pp. pp. 137–148. [Google Scholar]
- Petriccione, B.; Claroni, N. The dynamical tendencies in the vegetation of Velino massif (Abruzzo, Italy). Doc. Phytosoc. 1996, 16, 365–373. [Google Scholar]
- Petriccione, B.; Carotenuto, L.; Crisanti, L. Principali biocenosi terrestri vulnerabili al cambiamento climatico: stato attuale ed ipotesi sui cambiamenti a medio e lungo termine. Doc. Phytosoc. 1998, 28, 1097–1119. [Google Scholar]
- Chapin, F.S., III; Bret-Harte, M.S.; Hobbie, S.E.; Zhong, H. Plant functional types as predictors of transient responses of arctic vegetation to global change. J. Veg. Sci. 1996, 7, 347–358. Available online: www.jstor.org/stable/3236278. [CrossRef]
- Welker, J.M.; Bowman, W.D.; Seastedt, T.R. Environmental change and future directions in alpine research. In Structure and function of an alpine ecosystem: Niwot Ridge, Colorado.; Bowman, W.D., Seastedt, R., Eds.; Oxford Univ. Press: New York, USA, 2001. [Google Scholar]
- Stanisci, A.; Pelino, G.; Blasi, C. Vascular plant diversity and global change in central Apennine (Italy). Biodivers. Conserv. 2005, 14, 1301–1318. [Google Scholar] [CrossRef]
- Evangelista, A.; Frate, L.; Carranza, M.L.; Attorre, F.; Pelino, G.; Stanisci, A. Changes in composition, ecology and structure of high-mountain vegetation: A re-visitation study over 42 years. AoBPlants 2016, 8, 1–11. [Google Scholar] [CrossRef] [PubMed]
- Stanisci, A.; Frate, L.; Morra di Cella, U.; Pelino, G.; Petey, M.; Siniscalco, C.; Carranza, M.L. Short-term signals of climate change in Italian summit vegetation: observations at two GLORIA sites. Plant Biosyst. 2016, 150, 227–235. [Google Scholar] [CrossRef]
- Rossi, G.; Parolo, G.; Dellavedova, R. Gli organismi vegetali come bioindicatori dei cambiamenti climatici: il progetto GLORIA. Atti del convegno "Acque a Cremona", Museo civico di Storia Naturale di Cremona, 2004; pp. 81–94. [Google Scholar]
- Petriccione, B.; Bricca, A. Thirty years of ecological research at Gran Sasso d’Italia LTER sites: climate changes in action. Nat. Conserv. 2019, 34, 9–39. [Google Scholar] [CrossRef]
- Pauli, H.; Gottfried, M.; Grabherr, G. High summits of the Alps in a changing climate. In “Fingerprints” of Climate Change: Adapted Behaviour and Shifting Species Ranges.; Walther, G., Burg, a C.A., Edwards, P.J., Eds.; Kluwer Academic/Plenum: New York, 2001; pp. 139–149. [Google Scholar]
- Rossi, G.; Parolo, G.; Zonta, L.A.; Crawford, J.A.; Leonardi, A. Salix herbacea L. fragmented small population in the N-Apennines (Italy): response to human trampling disturbance. Biodivers. Conserv. 2006, 15, 3881–3893. [Google Scholar] [CrossRef]
- Cutini, M.; Iocchi, M.; Theurillat, J.P.; Petriccione, B. Appennino Centrale: Velino-Duchessa. In La Rete Italiana per la Ricerca Ecologica a Lungo Termine (LTER-Italia): situazione e prospettive dopo un quinquennio di attività (2006-2011); Bertoni, R., Ed.; ARACNE Editrice: Roma (Italy), 2012; pp. 38–40. Available online: http://www.vb.irsa.cnr.it/crypta/ebooks/La%20rete%20italiana%20LTER.pdf.
- Cutini, M.; Theurillat, J.P.; Petriccione, B.; Bricca, A.; Di Musciano, M.; De Toma, A.; Frattaroli, A.R.; Iocchi, M.; Malavasi, M.; Marzialetti, F.; Scolastri. A. Appennino Centrale: Velino-Duchessa, p. 74-79. In La Rete Italiana per la Ricerca Ecologica di Lungo Termine. Lo studio della biodiversità e dei cambiamenti.; Capotondi, L., Ravaioli, M., Acosta, A., Chiarini, F., Lami, A., Stanisci, A., Tarozzi, L., Mazzocchi, M.G., Eds.; CNR-Edizioni: Roma (Italy), 2021; p. 806. [Google Scholar] [CrossRef]
- Petriccione, B. 32 years of integrated habitat monitoring at the high-mountain station of Velino-Duchessa LTER site. In 58th International Congress of Italian Society of Vegetation Science, “Vegetation Ecology and Diversity for Habitat Monitoring and Conservation”. Book of abstracts and field trip guide; Musarella, C.M., Spampinato, G., Eds.; Reggio Calabria, Italy, 2025; p. p. 18. Available online: https://www.academia.edu/130120669/32_years_of_integrated_habitat_monitoring_at_the_high_mountain_station_of_Velino_Duchessa_LTER_siteISBN 9788899352929.
- Lavorel, S.; Garnier, E. Predicting changes in community composition and ecosystem functioning from plant traits: revisiting the Holy Grail. Funct. Ecol. 2002, 16, 545–556. [Google Scholar] [CrossRef]
- Bricca, A.; Carranza, M.; Varricchione, L.; Cutini, M.; Stanisci, M.; A. Exploring plant functional diversity and redundancy of mediterranean high-mountain habitats in the Apennines. Diversity 2021, 13(466), 1–16. [Google Scholar] [CrossRef]
- Varricchione, M.; Carranza, M.L.; Di Cecc, o V.; Di Martino, L.; Stanisci, A. Warmer and poorer: the fate of Alpine calcareous grasslands in Central Apennines (Italy). Diversity 2022, 14, e695. [Google Scholar] [CrossRef]
- Ottaviani, G.; Molina-Venegas, R.; Charles-Dominique, T.; Chelli, S.; Campetella, G.; Canullo, R.; Klimešová, J. The neglected belowground dimension of plant dominance. Trends Ecol. Evol. 2020, 35(9), 763–766. [Google Scholar] [CrossRef] [PubMed]
- Fischer, F.M.; Chytrý, K.; Těšitel, J.; Danihelka, J.; Chytrý, M. Weather fluctuations drive short-term dynamics and long-term stability in plant communities: a 25-year study in a Central European dry grassland. J. Veg. Sci. 2020, 31, 711–721. [Google Scholar] [CrossRef]
- Falcucci, A.; Maiorano, M.; Boitani, L. Changes in land-use/land-cover patterns in Italy and their implications for biodiversity conservation. Landsc. Ecol. 2007, 22, 617–631. [Google Scholar] [CrossRef]
- Clementi, A. L’evoluzione storica del territorio. In Progetto Parco. Tutela e valorizzazione dell’ambiente nel comprensorio del Gran Sasso d’Italia.; Rolli, G.L., Romano, B., Eds.; Andromeda Editrice: Teramo (Italy), 1995; pp. 176–196. [Google Scholar]
- Pignatti, S. Arealtypen und die antstehung der apenninischen gebirgsflora. In Mitt. Ostalp.-din.; Pfalnzensoz. Arbeitsgem.: Camerino (Italy), 1969. [Google Scholar]
- Petriccione, B.; Persia, G. Prodromo delle praterie di altitudine su calcare degli Appennini (classe Festuco-Seslerietea). Atti Conv. Lincei 1995, 115, 361–389. [Google Scholar]
- Furrer, E.; Furnari, F. Ricerche introduttive sulla vegetazione di altitudine del Gran Sasso d’Italia. Boll. Ist. Bot. Univ. Catania 1960, 2-2, 143–201. [Google Scholar]
- Biondi, E.; Blasi, C.; Burrascano, S.; Casavecchia, S.; Copiz, R.; Del Vico, E.; Galdenzi, D.; Gigante, D.; Lasen, C.; Spampinato, G.; Venanzoni, R.; Zivkovic, L. Manuale Italiano di interpretazione degli habitat della Direttiva 92/43/CEE.; Società Botanica Italiana, Ministero dell’Ambiente e della tutela del territorio e del mare, 2009; Available online: http://vnr.unipg.it/habitat.
- Pauli, H.; Gottfried, M.; Hohenwallner, D. The GLORIA field manual. Multi-Summit approach. In European Commission, DG Research, EUR 21213, Office for Official Publications of the European Communities; European Commission: Luxembourg, 2004; p. 85 pp. [Google Scholar]
- Lundquist, J.; Lott, D.; F. Using inexpensive temperature sensors to monitor the duration and heterogeneity of snow covered areas. Water Resour. Res. 2008, 44 . [Google Scholar]
- Schmid, M.O.; Gubler, S.; Fiddes, J.; Gruber, S. Inferring snowpack ripening and melt-out from distributed measurements of near-surface ground temperatures. The Cryosphere 2012, 6, 1127–1139. Available online: https://www.the-cryosphere.net/6/1127/2012/tc-6-1127-2012.pdf. [CrossRef]
- Petriccione, B.; Gregg, S. Belowground plant life: feasibility study on the use of root traits to explain time changes in vegetation at the Velino-Duchessa LTER site. Abstract presented to 56° International Congress of Italian Society of Vegetation Science, Siena, Italy, 2023. [Google Scholar] [CrossRef]
- Braun-Blanquet, J. Plant Sociology.; New York, 1932. [Google Scholar]
- Braun-Blanquet, J. Pflanzensoziologie. Grundzuge der Vegetationskunde.; Springer: Wien and New York, 1964. [Google Scholar]
- Petriccione, B. Vegetation samples at the permanent plots of LTER site “Appennino Centrale: Velino-Duchessa” (1993-2023). In Zenodo; 2024. [Google Scholar] [CrossRef]
- Pignatti, S. Fitogeografia. In Trattato di Botanica.; Cappelletti, C., Ed.; UTET: Torino (Italy), 1952. [Google Scholar]
- Pignatti, S. Flora d’Italia.; Edagricole-New Business Media: Bologna (Italy); 3 voll. pp. 2017–2018.
- Petriccione, B. Ecologia e fitogeografia delle praterie di altitudine a Sesleria tenuifolia degli Appennini (Italia). Rev. Valdotaine Hist. Nat. 1994, 48, 287–296. [Google Scholar]
- Falinski, B. Vegetation dynamics in temperate lowland primeval forest. Ecological studies in Bialowieza forest. Geobotany 1986, 8, 1–537. [Google Scholar]
- Falinski, B. Le temp et l'éspace dans les recherches écologiques sur le dynamisme de la végétation. Giorn. Bot. Ital. 1989, 123, 81–107. [Google Scholar] [CrossRef]
- Grime, J.P. Plant strategies, vegetation processes, and ecosystem properties.; John Wiley and Sons: Toronto, 2006. [Google Scholar]
- Raunkiær, C. Life forms of plants and statistical plant geography; Oxford, 1934. [Google Scholar]
- Grime, J.P. Evidence for the existence of three primary strategies in plants and its relevance to ecological and evolutionary theory. Am. Nat. 1977, 3, 1169–1194. [Google Scholar] [CrossRef]
- Grime, J.P. Towards a functional description of vegetation. In Population Structure of Vegetation.; White, J., Beeftink, J., Eds.; Junk: The Hague, 1984. [Google Scholar]
- Woodward, F.I.; Cramer, W. Plant functional types and climatic changes: Introduction. J. Veg. Sci. 1996, 7, 306–308. [Google Scholar] [CrossRef]
- Pignatti, S. Valori di bioindicazione delle piante vascolari della flora d’Italia. Braun-Blanquetia 2005, 39, 3–97. Available online: http://www.scienzadellavegetazione.it/sisv/libreria/braun-blanquetia/BRBL39.pdf.
- Oksanen, J. Vegan: Community Ecology Package. R package version 2.6–4,2022. Available online: https://CRAN.R-project.org/package=vegan.
- Ricotta, C.; Moretti, M. CWM and Rao's quadratic diversity: a unified framework for functional ecology. Oecologia 2011, 167, 181–188. [Google Scholar] [CrossRef] [PubMed]
- Zelený, D. Weimea Weight. Mean. Anal. (Version 0.1.18) [R package] , 2020. [CrossRef]
- Wood, S.N. Generalized Additive Models: An Introduction with R (2nd edition).; CRC Press: Boca Raton, FL (USA), 2017. [Google Scholar]
- Bricca, A.; Tardella, F.M.; Ferrara, A.; Panichella, T.; Catorci, A. Exploring assembly trajectories of abandoned grasslands in response to 10 years of mowing in sub-mediterranean context. Land 2021, 10, e1158. [Google Scholar] [CrossRef]
- Zuur, A.F.; Ieno, E.N.; Elphick, C.S. A protocol for data exploration to avoid common statistical problems. Methods Ecol. Evol. 2010, 1, 3–14. [Google Scholar]
- Zelený, D. Which Results of the Standard Test for Community-Weighted Mean Approach Are Too Optimistic? J. Veg. Sci. 2018, 29, 953–966. [Google Scholar] [CrossRef]
- Zelený, D.; Schaffers, A.P. Too Good to Be True: Pitfalls of Using Mean Ellenberg Indicator Values in Vegetation Analyses. J. Veg. Sci. 2012, 23, 419–431. [Google Scholar] [CrossRef]
- Pilotto, F.; Kühn, I.; Adrian, R.; Alber, R.; Alignier, A.; Andrews, C.; Bäck, J.; Barbaro, L.; Beaumont, D.; Beenaerts, N.; Benham, S.; Boukal, D.S.; Bretagnolle, V.; Camatti, E.; Canullo, R.; Cardoso, P.G.; Ens, B.J.; Everaert, G.; Evtimova, V.; Feuchtmayr, H.; García-González, R.; Gómez Garcí, a D.; Grandin, U.; Gutowski, J.M.; Liat, H.; Halada, L.; Halassy, M.; Hummel, H.; Huttunen, K.L.; Jaroszewicz, B.; Jensen, T.C.; Kalivoda, H.; Kappel Schmidt, I.; Kröncke, I.; Leinonen, R.; Martinho, F.; Meesenburg, H.; Meyer, J.; Minerbi, S.; Monteith, D.; Nikolov, B.P.; Oro, D.; Ozolinš, D.; Padedda, B.M.; Pallett, D.; Pansera, M.; Pardal, M.A.; Petriccione, B.; Pipan, T.; Pöyry, J.; Schäfer, S.M.; Schaub, M.; Schneider, S.C.; Skuja, A.; Soetaert, K.; Springe, G.; Stanchev, R.; Stockan, J.A.; Stoll, S.; Sundqvist, L.; Thimonier, A.; Van Hoey, G.; Van Ryckegem, G.; Visser, M.E.; Vorhauser, S.; Haase, P. Meta-analysis of multidecadal biodiversity trends in Europe. Nat. Commun. 2020, 11(3486), 1–11. [Google Scholar] [CrossRef] [PubMed]
- Di Nuzzo, L.; Vallese, C.; Benesperi, R.; Giordani, P.; Chiarucci, A.; Di Cecco, V.; Di Martino, L.; Di Musciano, M.; Gheza, G.; Lelli, C.; Spitale, D.; Nascimbene, J. Contrasting multitaxon responses to climate change in Mediterranean mountains. Nat. Sci. Rep. 2021, 11, e4438. [Google Scholar] [CrossRef] [PubMed]
- Givnish, T.J. Comparative studies of leaf form: assessing the relative roles of selective pressures and phylogenetic constraints. New Phytol. 1987, 106, 131–160. [Google Scholar] [CrossRef]
- Knight, C.A.; Ackerly, D.D. Evolution and plasticity of photosynthetic thermal tolerance, specific leaf area and leaf size: congeneric species from desert and coastal environments. New Phytol. 2003, 160(2), 337–347. [Google Scholar] [CrossRef] [PubMed]
- Freschet, G.T.; et al. Root traits as drivers of plant and ecosystem functioning: current understanding, pitfalls and future research needs. New Phytol. 2021, 232, 1123–1158. [Google Scholar] [CrossRef] [PubMed]
- Spitzer, C.M.; Sundqvist, M.K.; Wardle, D.A.; Gundale, M.J.; Kardol, P. Root trait variation along a sub-arctic tundra elevational gradient. Oikos 2022, 1(e08903), 1–14. [Google Scholar] [CrossRef]
- Edwards, A.C.; Scalenghe, R.; Freppaz, M. Changes in the seasonal snow cover of alpine regions and its effect on soil processes: A review. Quat. Int. 2007, 162-163, 172–181. [Google Scholar] [CrossRef]








| DESCRIPTORS | SNOW-BED GRASSLAND | ALPINE TUNDRA |
| Elevation (m a.s.l.) | 2125 | 2225 |
| Topography | flat wind-free zone | wind-swept ridge |
| Lithological features | Miocene marly limestones | Cretaceous stratified limestones |
| Soil pH | 5.5-6.0 | 7.9-8.2 |
| Total plant cover (%) | 100 | 10-20 |
| No. of plant species (average) | 24-35 (30) | 23-32 (26) |
| Dominant plant species | Festuca rubra subsp. commutata, Plantago atrata subsp. atrata |
Silene exscapa, Dryas octopetala |
| Life form dominance | Hemicryptophyte | Hemicryptophyte/Chamaephyte |
| Mean annual soil temperature (°C) | 6.0 | 4.7 |
| Absolute min/max soil temperature and range (°C) | -1.7/20.5 (22.2) | -8.6/18.3 (26.9) |
| No. of days per year with temperature below zero (average) | 0-130 (63) | 123-172 (144) |
| Trend in extreme temperature events in the Apennines 1962-2022 [10] | Strong increase, with critical points in 2011 and 2016 | |
| TRENDS | SNOW-BED GRASSLAND | ALPINE TUNDRA |
| Plant species turnover per year % | 30-35 (critical point in 2014-2015) | |
| Species richness | No trend | Decreasing* |
| Shannon diversity | No trend | Decreasing* |
| Graminoid hemicryptophyte species | Increasing* (critical point in 2010) |
Increasing* (critical point in 2011) |
| Chamaephyte species | Decreasing* (critical point in 2010) |
Increasing* |
| Competitive strategy species | Decreasing* (critical point in 2009) |
Decreasing* (critical point in 2013) |
| Ruderal strategy species | Increasing* | Decreasing* |
| Stress-tolerant strategies species | Decreasing* | Increasing* |
| Cover of species with deep roots (> 10 cm) | Increasing (critical point in 2016) |
Increasing (critical point in 2014) |
| Cover of species with shallow roots (< 10 cm) | Decreasing (critical point in 2016) |
No trend |
| Ecological indicator of continentality | Increasing (critical point in 2015) |
|
| Ecological indicator of heat | Increasing* | |
| Dynamical tendency in vegetation | Fluctuation (degeneration signs in 2009) |
Fluctuation (primary succession signs in 2014) |
| Species | Trend | Species | Trend | ||
| Snow-bed grassland | Alchemilla glaucescens | ↑ | Alpine tundra | Anthyllis montana ssp. atropurpurea | ↑ |
| Alchemilla alpigena | ↑ | Anthyllis vulneraria ssp. nana | ↑ | ||
| Anthemis cretica ssp. alpina | ↑ | Bromiopsis erecta | ↑ | ||
| Anthyllis vulneraria ssp. nana | ↑ | Cerastium tomentosum ssp. album | ↑ | ||
| Asperula neglecta | ↑ | Dryas octopetala | ↑ | ||
| Blitum bonus-henricus | ↑ | Edraianthus graminifolius ssp. graminifolius | ↑ | ||
| Botrychium lunaria | ↑ | Euphrasia salisburgensis | ↑ | ||
| Carduus carlinifolius | ↑ | Festuca alfrediana ssp. ferrariniana | ↑ | ||
| Carex caryophyllea ssp. caryophyllea | ↑ | Globularia meridionalis | ↑ | ||
| Carex kitaibeliana | ↑ | Helianthemum nummularium ssp. glabrum | ↑ | ||
| Carum heldreichii | ↑ | Helianthemum oelandicum ssp. incanum | ↑ | ||
| Cerastium hankeanum | ↑ | Isatis apennina | ↑ | ||
| Crocus neapolitanus | ↑ | Koeleria splendens | ↑ | ||
| Erysimum majellense | ↑ | Minuartia verna ssp. verna | ↑ | ||
| Euphrasia salisburgensis | ↑ | Potentilla crantzii | ↑ | ||
| Gnaphalium diminutum | ↑ | Saxifraga paniculata ssp. paniculata | ↑ | ||
| Helictochloa praetutiana ssp. praetutiana | ↑ | Sesleria juncifolia ssp. juncifolia | ↑ | ||
| Luzula spicata.ssp. bulgarica | ↑ | Thesium parnassi | ↑ | ||
| Nardus stricta | ↑ | Valeriana montana | ↑ | ||
| Pilosella lactucella ssp. nana | ↑ | Valeriana saliunca | ↑ | ||
| Pilosella officinarum | ↑ | Achillea mucronulata | ↓ | ||
| Potentilla rigoana | ↑ | Alchemilla alpigena | ↓ | ||
| Pulsatilla alpina ssp. millefoliata | ↑ | Arabis alpina ssp. caucasica | ↓ | ||
| Taraxacum apenninum | ↑ | Arenaria bertolonii | ↓ | ||
| Taraxacum officinale | ↑ | Arenaria grandiflora ssp. grandiflora | ↓ | ||
| Thymus praecox subsp. polytrichus | ↑ | Campanula scheuchzeri ssp. scheuchzeri | ↓ | ||
| Trifolium montanum ssp. rupestre | ↑ | Carex kitaibeliana | ↓ | ||
| Trifolium pratense ssp. semipurpureum | ↑ | Erigeron epiroticus | ↓ | ||
| Viola eugeniae ssp. eugeniae | ↑ | Galium magellense | ↓ | ||
| Astragalus depressus ssp. depressus | ↓ | Gentiana dinarica | ↓ | ||
| Campanula scheuchzeri ssp. scheuchzeri | ↓ | Helictochloa praetutiana subsp. praetutiana | ↓ | ||
| Coeloglossum viride | ↓ | Linum alpinum | ↓ | ||
| Festuca rubra ssp. commutata | ↓ | Matthiola italica | ↓ | ||
| Galium anisophyllon | ↓ | Poa alpina ssp. alpina | ↓ | ||
| Gentiana verna ssp. verna | ↓ | Potentilla apennina | ↓ | ||
| Gentianella columnae | ↓ | Pulsatilla alpina ssp. millefoliata | ↓ | ||
| Gymnadenia conopsea | ↓ | Ranunculus brevifolius | ↓ | ||
| Hippocrepis comosa ssp. comosa | ↓ | Robertia taraxacoides | ↓ | ||
| Hypericum richeri | ↓ | Saxifraga speciosa | ↓ | ||
| Minuartia verna ssp. verna | ↓ | Scorzoneroides montana ssp. breviscapa | ↓ | ||
| Phyteuma orbiculare | ↓ | Silene exscapa | ↓ | ||
| Plantago atrata ssp. atrata | ↓ | Thymus praecox ssp. polytrichus | ↓ | ||
| Poa alpina ssp. alpina | ↓ | ||||
| Potentilla crantzii | ↓ | ||||
| Ranunculus apenninus | ↓ | ||||
| Rhinanthus alectorolophus | ↓ | ||||
| Sagina glabra | ↓ | ||||
| Silene exscapa | ↓ | ||||
| Trifolium thalii | ↓ |
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