Several studies attempt to describe changes in the spatial patterns of forests over time, resorting to the comparison of landscape pattern indices (LPI), but new methods for quantifying landscape differences in a statistical context are necessary. In this paper, we quantified and assessed the statistical significance of the forests pattern changes, which have occurred since the end of WWII in Central Italy (Isernia). To do this; based on the proportion of forest cover ( pi) and contagion ( H) of three land cover maps (1954–1981–2006); we generated 100 forest maps with predictable results through the midpoint displacement algorithm. Then, for both observed and simulated maps, we computed a set of LPI (number of patches, cohesion, largest forest patch index and area weighted mean shape index) and we derived their empirical distributions; finally, we compared the empirical distributions using the non-parametric Kruskal-Wallis test. Our results show significant changes in the spatial pattern of forests and underline the process of natural forest re-growth, which, in the area, is constrained by “remnants” of traditional activities. The adopted approach could be extended to a large ensemble of landscapes and spatial scales and could become a standard procedure when comparing patterns in time.
References
[1]
Turner, M.G.; Gardner, R.H.; O’Neill, R.V. Landscape Ecology in Theory and Practice; Springer: New York, NY, USA, 2001.
[2]
Dunn, C.P.; Sharpe, D.M.; Guntenspergen, G.R.; Stearns, F.; Yang, Z. Methods for Analyzing Temporal Changes in Landscape Pattern. In Quantitative Methods in Landscape Ecology; Turner, M.G., Gardner, R.H., Eds.; Springer-Verlag: New York, NY, USA, 1991; pp. 173–198.
[3]
Franklin, J.F. Lessons from old-growth: Fueling controversy and providing direction. J. Forest 1993, 91, 10–13.
[4]
Christensen, N.L.; Bartuska, A.M.; Brown, J.H.; Carpenter, S.; D’Antonio, C.; Francis, R.; Franklin, J.F.; MacMahon, J.A.; Noss, R.F.; Parsons, D.J.; et al. The report of the Ecological Society of America Committee on the scientific basis for ecosystem management. Ecol. Appl. 1996, 6, 665–691, doi:10.2307/2269460.
[5]
Kienast, F. Analysis of historic landscape patterns with a Geographical Information System—A methodological outline. Landscape Ecol. 1993, 8, 103–118, doi:10.1007/BF00141590.
[6]
Diekmann, M.; Eilertsen, O.; Fremstad, E.; Lawesson, J.E.; Aude, E. Beech forest communities in the Nordic countries—A multivariate analysis. Plant Ecol. 1999, 140, 203–220, doi:10.1023/A:1009768225798.
[7]
Axelsson, A.L.; ?stlund, L. Retrospective gap analysis in a Swedish boreal forest landscape using historical data. Forest Ecol. Manage. 2001, 147, 109–122, doi:10.1016/S0378-1127(00)00470-9.
[8]
Rosati, L.; Fipaldini, M.; Marignani, M.; Blasi, C. Effects of fragmentation on vascular plant diversity in a Mediterranean forest archipelago. Plant. Biosyst. 2010, 144, 38–46, doi:10.1080/11263500903429213.
[9]
MacDonald, D.; Crabtree, J.R.; Wiesinger, G.; Dax, T.; Stamou, N.; Fleury, P.; Gutierrez Lazpita, J.; Gibon, A. Agricultural abandonment in mountain areas of Europe: Environmental consequences and policy response. J. Environ. Manage. 2000, 59, 47–69, doi:10.1006/jema.1999.0335.
[10]
Antrop, M. Landscape change and the urbanization process in Europe. Landscape Urban Plan. 2004, 67, 9–26, doi:10.1016/S0169-2046(03)00026-4.
[11]
Rudel, T.K.; Coomes, O.T.; Moran, E.; Achard, F.; Angelsen, A.; Xu, J.; Lambin, E. Forest transitions: Towards a global understanding of land use change. Global Environ. Change. 2005, 15, 23–31, doi:10.1016/j.gloenvcha.2004.11.001.
[12]
Carranza, M.L.; Acosta, A.; Ricotta, C. Analyzing landscape diversity in time: The use of Rènyi’s generalized entropy function. Ecol. Indic. 2007, 7, 505–510, doi:10.1016/j.ecolind.2006.05.005.
[13]
Van Gils, H.; Batsukh, O.; Rossiter, D.; Munthali, W.; Liberatoscioli, E. Forecasting the pattern and pace of Fagus forest expansion in Majella National Park, Italy. Appl. Veg. Sci. 2008, 11, 539–546, doi:10.3170/2008-7-18568.
[14]
Bracchetti, L.; Carotenuto, L.; Catorci, A. Land-cover changes in a remote area of central Apennines (Italy) and management directions. Landscape Urban Plan. 2012, 104, 157–170, doi:10.1016/j.landurbplan.2011.09.005.
[15]
Kramer, R.A.; Richter, D.D.; Pattanayak, S.; Sharma, N.P. Ecological and economic analysis of watershed protection in Eastern Madagascar. J. Environ. Manage. 1997, 49, 277–295, doi:10.1006/jema.1995.0085.
[16]
Houghton, R.A.; Skole, D.L.; Nobre, C.A.; Hackler, J.L.; Lawrence, K.T.; Chomentowski, W.H. Annual fluxes of carbon from deforestation and regrowth in the Brazilian Amazon. Nature 2000, 403, 301–304.
[17]
Nabuurs, G.J.; Schelhaas, M.-J.; Mohren, G.M.J.; Field, C.B. Temporal evolution of the European forest sector carbon sink from 1950 to 1999. Glob. Change Biol. 2003, 9, 152–160, doi:10.1046/j.1365-2486.2003.00570.x.
[18]
Fahrig, L. Effects of habitat fragmentation on biodiversity. Annu. Rev. Ecol. Evol. S. 2003, 34, 487–515, doi:10.1146/annurev.ecolsys.34.011802.132419.
[19]
Estreguil, C.; Mouton, C. Measuring and Reporting on Forest Landscape Pattern, Fragmentation and Connectivity in Europe: Methods and Indicators; EUR 23841 EN; European Commision Joint Research Center, Office for Official Publications of the European Communities: Luxembourg, 2009.
[20]
O’Neill, R.V.; Krummel, J.R.; Gardner, R.H.; Sugihara, G.; Jackson, B.; de Angelis, D.L.; Milne, B.T.; Turner, M.G.; Zygmunt, B.; Christensen, S.W.; et al. Indices of landscape pattern. Landscape Ecol. 1988, 1, 153–162, doi:10.1007/BF00162741.
[21]
Turner, M.G. Landscape ecology: The effect of pattern on process. Annu. Rev. Ecol. Evol. S. 1989, 20, 171–197.
Frohn, R.; Hao, Y. Landscape metric performance in analyzing two decades of deforestation in the Amazon Basin of Rondonia, Brazil. Remote Sens. Environ. 2006, 100, 237–251, doi:10.1016/j.rse.2005.10.026.
[25]
Turner, M.G.; Person, S.M.; Bolstad, P.; Wear, D.N. Effects of land-cover change on spatial pattern of forest communities in the Southern Appalachian Mountains (USA). Landscape Ecol. 2003, 18, 449–464, doi:10.1023/A:1026033116193.
[26]
Gergel, S.E. New Direction in Landscape Pattern Analysis and Linkages with Remote Sensing. In Understanding Forest Disturbance and Spatial Pattern: Remote Sensing and GIS Approaches; Wulder, M.A., Franklin, S.E., Eds.; Taylor and Francis: Boca Raton, FL, USA, 2007; pp. 173–208.
[27]
Cullinan, V.I; Thomas, M. A comparison of quantitative methods for examining landscape pattern and scale. Landscape Ecol. 1992, 7, 211–227, doi:10.1007/BF00133311.
[28]
Gustafson, E.J.; Parker, G.R. Relationships between landcover proportion and indexes of landscape spatial pattern. Landscape Ecol. 1992, 7, 101–110, doi:10.1007/BF02418941.
[29]
Wickham, J.D.; Riitters, K.H. Sensitivity of landscape metrix to pixel size. Int. J. Remote Sens. 1995, 16, 3585–3594, doi:10.1080/01431169508954647.
[30]
Rocchini, D. Resolution problems in calculating landscape metrics. J.Spat. Sci. 2005, 50, 25–36, doi:10.1080/14498596.2005.9635047.
[31]
Saura, S.; Martínez-Millán, J. Sensitivity of lanscape pattern metrics to map spatial extent. Photogramm. Eng. Remote Sensing 2001, 67, 1027–1036.
[32]
Wickham, J.D.; O’Neill, R.V.; Riitters, K.H.; Wade, T.G.; Jones, K.B. Sensitivity of selected landscape pattern metrics to land-cover misclassification and differences in land-cover caomposition. Photogramm. Eng. Remote Sensing 1997, 63, 397–402.
[33]
Long, J.A.; Nelson, T.A.; Wulder, M.A. Characterizing forest fragmentation: Distinguishing change in composition from configuration. Appl. Geogr. 2010, 30, 426–435, doi:10.1016/j.apgeog.2009.12.002.
[34]
Boots, B.; Csillag, F. Categorical maps, comparisons, and confidence. J. Geogr. Syst. 2006, 8, 109–118, doi:10.1007/s10109-006-0018-9.
[35]
Remmel, T.K.; Csillag, F. When are two landscape pattern indices significantly different? J. Geogr. Syst. 2003, 5, 331–351, doi:10.1007/s10109-003-0116-x.
[36]
Csillag, F.; Boots, B. A framework for statistical inferential decisions in spatial pattern analysis. Can. Geogr. 2005, 49, 172–179, doi:10.1111/j.0008-3658.2005.00087.x.
Pearson, S.M.; Gardner, R.H. Neutral Models: Useful Tools for Understanding Landscape Patterns. In Wildlife and Landscape Ecology: Effects of Pattern and Scale; Bisonette, J.A., Ed.; Springer: New York, NY, USA, 1997; pp. 215–230.
[39]
Gardner, R.H.; Milne, B.T.; Turner, M.G.; O’Neill, R.V. Neutral models for the analysis of broad-scale landscape pattern. Landscape Ecol. 1987, 1, 19–28, doi:10.1007/BF02275262.
[40]
Milne, B.T. Spatial aggregation and neutral models in fractal landscapes. Am. Naturalist 1992, 139, 32–57.
[41]
O’Neill, R.V.; Gardner, R.H.; Turner, M.G. A hierarchical neutral model for landscape analysis. Landscape Ecol. 1992, 7, 55–61, doi:10.1007/BF02573957.
[42]
With, K.A.; King, A.W. The use and misuse of neutral landscape models in ecology. Oikos 1997, 79, 219–229, doi:10.2307/3546007.
[43]
Stauffer, D.; Aharony, A. Introduction to Percolation Theory, 2nd ed.; CRC Press Inc.: London, UK, 1994.
[44]
Mandelbrot, B.B. The Fractal Geometry of Nature; W. H. Freeman and Company Ltd.: New York, NY, USA, 1982.
[45]
Saupe, D. Algorithms for Random Fractals. In The Science of Fractal Images; Peitgen, H.O., Saupe, D., Barnsley, M.F., Eds.; Springer-Verlag: New York, NY, USA, 1988; pp. 71–113.
[46]
With, K.A.; Gardner, R.H.; Turner, M.G. Landscape connectivity and population distributions in heterogeneous environments. Oikos 1997, 78, 151–169, doi:10.2307/3545811.
[47]
With, K.A.; King, A.W. Dispersal success on fractal landscapes: A consequence of lacunarity thresholds. Landscape Ecol. 1999, 14, 73–82, doi:10.1023/A:1008030215600.
[48]
With, K.A.; Cadaret, S.J.; Davis, C. Movement responses to patch structure in experimental fracta landscapes. Ecology 1999, 80, 1340–1353, doi:10.1890/0012-9658(1999)080[1340:MRTPSI]2.0.CO;2.
[49]
With, K.A.; King, A.W. The effect of landscape structure on community self-organization and critical biodiversity. Ecol. Model. 2004, 179, 349–366, doi:10.1016/j.ecolmodel.2004.05.014.
[50]
Palmer, M.W. The coexistence of species in fractal landscapes. Am. Naturalist 1992, 139, 375–397.
[51]
Moloney, K.A.; Levin, S.A. The effects of disturbance architecture on landscape-level population dynamics. Ecology 1996, 77, 375–394, doi:10.2307/2265616.
[52]
Zurlini, G.; Riitters, K.H.; Zaccarelli, N.; Petrosillo, I. Patterns of disturbances at multiple scales in real and simulated landscapes. Landscape Ecol. 2007, 22, 705–721, doi:10.1007/s10980-006-9055-5.
[53]
Zaccarelli, N.; Petrosillo, I.; Zurlini, G.; Riitters, K.H. Source/Sink Patterns of Disturbance and Cross-Scale Mismatches in a Panarchy of Social-Ecological Landscapes. Available online: http://www.ecologyandsociety.org/vol13/iss1/art26/ (accessed on 5 February 2013).
[54]
Ricotta, C.; Carranza, M.L.; Avena, G.; Blasi, C. Are potential natural vegetation maps a meaningful alternative to neutral landscape models? Appl. Veg. Sci. 2002, 5, 271–275, doi:10.1111/j.1654-109X.2002.tb00557.x.
[55]
Hargrove, W.; Hoffman, F.M.; Schwartz, P.M. A Fractal Landscape Realizer for Generating Synthetic Maps. Available online: http://www.ecologyandsociety.org/vol6/iss1/art2/ (accessed on 25 September 2012).
[56]
Neel, M.C.; McGarigal, K.; Cushman, S.A. Behavior of class-level landscape metrics across gradients of class aggregation and area. Landscape Ecol. 2004, 19, 435–455, doi:10.1023/B:LAND.0000030521.19856.cb.
[57]
Gardner, R.H. RULE: A Program for the Generation of Random Maps and the Analysis of Spatial Patterns. In Landscape Ecological Analysis: Issues and Applications; Klopatek, J.M., Gardner, R.H., Eds.; Springer-Verlag: New York, NY, USA, 1999; pp. 280–303.
[58]
Acosta, A.; Carranza, M.L.; Giancola, M. Landscape change and ecosystem classification in a municipal district of a small city (Isernia, Central Italy). Environ. Monit. Assess. 2005, 108, 323–335, doi:10.1007/s10661-005-4332-3.
[59]
Li, H.; Reynolds, J.F. A new contagion index to quantify spatial patterns of landscapes. Landscape Ecol. 1993, 8, 155–162, doi:10.1007/BF00125347.
[60]
With, K.A. The applications of neutral landscape models in conservation biology. Conserv. Biol. 1997, 11, 1069–1080.
[61]
Saura, S. Effects of minimum mapping unit on land cover data spatial configuration and composition. Int. J. Remote Sens. 2002, 23, 4853–4880, doi:10.1080/01431160110114493.
[62]
McGarigal, K.; Cushman, S.A.; Ene, E. FRAGSTATS V. 4. Spatial Pattern Analysis Program for Categorical and Continuous Maps, Available online: http://www.umass.edu/landeco/research/fragstats/fragstats.html (accessed on 20 September 2012).
[63]
Schindler, S.; Poirazidis, K.; Wrbka, T. Towards a core set of landscape metrics for biodiversity assessments: A case study from Dadia National Park, Greece. Ecol. Indic. 2008, 8, 502–514, doi:10.1016/j.ecolind.2007.06.001.
[64]
Haines-Young, R.; Chopping, M. Quantifying landscape structure: A review of landscape indices and their application to forested landscapes. Prog. Phys. Geogr. 1996, 20, 418–445, doi:10.1177/030913339602000403.
[65]
Saura, S.; Martínez-Millán, J. Landscape patterns simulation with a modified random cluster methods. Landscape Ecol. 2000, 15, 661–678, doi:10.1023/A:1008107902848.
[66]
Armenteras, D.; Gast, F.; Villareal, H. Andean forest fargmentation and the representativeness of protected natural areas in the esatern Andes, Colombia. Biol. Conserv. 2003, 113, 245–256, doi:10.1016/S0006-3207(02)00359-2.
[67]
Batistella, M.; Robeson, S.; Moran, E.F. Settlement design, forest fragmentation, and landscape change in Rondonia, Amazonia. Photogramm. Eng. Remote Sensing 2003, 69, 805–812.
[68]
Rocchini, D.; Perry, G.L.W.; Salerno, M.; Maccherini, S.; Chiarucci, A. Landscape change and the dynamics of open formations in a natural reserve. Landscape Urban Plan. 2006, 77, 167–177, doi:10.1016/j.landurbplan.2005.02.008.
[69]
Sitzia, T.; Semenzato, P.; Trentanovi, G. Natural reforestation is changing spatial patterns of rural mountain and hill landscapes: A global overview. Forest Ecol. Manage. 2010, 259, 1354–1362, doi:10.1016/j.foreco.2010.01.048.
[70]
Forman, R.T.T. Some general principles of landscape and regional ecology. Landscape Ecol. 1995, 10, 133–142, doi:10.1007/BF00133027.
[71]
Forman, R.T.T.; Godron, M. Landscape Ecology; John Wiley & Sons: New York, NY, USA, 1986.
[72]
Fitzsimmons, M. Effects of deforestation and reforestation on landscape spatial structure in boreal Saskatchewan, Canada. Forest Ecol. Manage. 2003, 174, 577–592, doi:10.1016/S0378-1127(02)00067-1.
[73]
Southworth, J.; Nagendra, H.; Carlson, L.A.; Tucker, C. Assessing the impact of Celaque National Park on forest fragmentation in western Honduras. Appl. Geogr. 2004, 24, 303–322, doi:10.1016/j.apgeog.2004.07.003.
[74]
McGarigal, K.; Marks, B. FRAGSTATS, Spatial Pattern Analysis Program for Quantifying Landscape Structure; PNW-GTR-351; US Department of Agriculture, Forest Service, Pacific Northwest Research Station: Portland, OR, USA, 1995.
[75]
Schumaker, N.H. Using landscape indices to predict habitat connectivity. Ecology 1996, 77, 1210–1225, doi:10.2307/2265590.
[76]
Opdam, P.; Verboom, J.; Pouwels, R. Landscape cohesion: an index for the conservation potential of landscapes for biodiversity. Landscape Ecol. 2003, 18, 113–126, doi:10.1023/A:1024429715253.
[77]
Fortin, M.-J.; Boots, B.; Csillag, F. On the role of spatial stochastic models in understanding landscape indices in ecology. Oikos 2003, 102, 203–212, doi:10.1034/j.1600-0706.2003.12447.x.
[78]
Torta, G. Consequences of Rural Abandonment in a Northern Apennines Landscape (Tuscany, Italy). In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Martino, P., Strumia, S., Buonanno, M., Bellelli, M., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 157–165.
[79]
Mazzoleni, S.; Martino, P.D.; Strumia, S.; Buonanno, M.; Bellelli, M. Recent Changes of Coastal and Sub-Mountain Vegetation Landscape in Campania and Molise Regions in Southern Italy. In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Pasquale, G., Mulligan, M., di Martino, P., Rego, F., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 143–155.
[80]
Globevnik, L.; Kaligari?, M.; Sovinc, A. Forest Cover Progression, Land-Use and Socio-Economic Changes on the Edge of the Mediterranean. In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Pasquale, G., Mulligan, M., di Martino, P., Rego, F., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 249–256.
[81]
Lasanta-Martínez, T.; Vicente-Serrano, S.M.; Cuadrat-Prats, J.M. Mountain Mediterranean landscape evolution caused by the abandonment of traditional primary activities: A study of the Spanish Central Pyrenees. Appl. Geogr. 2005, 25, 47–65, doi:10.1016/j.apgeog.2004.11.001.
[82]
Guirado, M.; Pino, J.; Rodà, F.; Basnou, C. Quercus and Pinus cover are determined by landscape structure and dynamics in peri-urban Mediterranean forest patches. Plant Ecol. 2007, 194, 109–119, doi:10.1007/s11258-007-9278-9.
[83]
Vos, W.; Stortelder, A. Vanishing Tuscan Landscapes: Landscape Ecology of a Submediterranean-Montane Area (Solano Basin, Tuscany, Italy); Pudoc Scientific Publishers: Wageningen, NL, USA, 1992.
[84]
Myster, R.W.; Malahy, M.P. Is there a middle way between permanent plots and chronosequences? Can. J. Forest Res. 2008, 38, 3133–3138, doi:10.1139/X08-148.
[85]
Myster, R.W.; Pickett, S.T.A. A comparison of rate of succession over 18 Yr in 10 contrasting old fields. Ecology 1994, 75, 387–392, doi:10.2307/1939542.
[86]
Pueyo, Y.; Beguería, S. Modelling the rate of secondary succession after farmland abandonment in a Mediterranean mountain area. Landscape Urban Plan. 2007, 83, 245–254, doi:10.1016/j.landurbplan.2007.04.008.
[87]
Li, X.; He, H.S.; Wang, X.; Bu, R.; Hu, Y.; Chang, Y. Evaluating the effectiveness of neutral landscape models to represent a real landscape. Landscape Urban Plan. 2004, 69, 137–148, doi:10.1016/j.landurbplan.2003.10.037.
[88]
Tatoni, T.; Médail, F.; Roche, P.; Barbero, M. The Impact of Changes in Land Use on Ecological Patterns in Provence (Mediterranean France). In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Pasquale, G., Mulligan, M., di Martino, P., Rego, F., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 105–120.
[89]
Coelho-Silva, J.L.; Castro Rego, F.; Castelbranco Silveira, S.; Cardoso Gon?alves, C.P.; Machado, C.A. Rural Changes and Landscape in Serra da Malcata, Central East of Portugal. In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Pasquale, G., Mulligan, M., di Martino, P., Rego, F., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 189–200.
[90]
Geri, F.; Rocchini, D.; Chiarucci, A. Landscape metrics and topographical determinants of large-scale forest dynamics in a Mediterranean landscape. Landscape Urban Plan. 2010, 95, 46–53, doi:10.1016/j.landurbplan.2009.12.001.
[91]
Bertacchi, A.; Onnis, A. Changes in the Forested Agricultural Landscape of the Pisan Hills (Tuscany, Italy). In Recent Dynamics of the Mediterranean Vegetation and Landscape; Mazzoleni, S., di Pasquale, G., Mulligan, M., di Martino, P., Rego, F., Eds.; John Wiley & Sons, Ltd.: Chichester, UK, 2005; pp. 167–178.
[92]
Zerbe, S. Potential natural vegetation: Validity and applicability in landscape planning and nature conservation. Appl. Veg. Sci. 1998, 1, 165–172, doi:10.2307/1478945.
[93]
Kolb, A.; Diekmann, M. Effects of life-history traits on responses of plant species to forest fragmentation. Conserv. Biol. 2005, 19, 929–938, doi:10.1111/j.1523-1739.2005.00065.x.
[94]
Carranza, M.L.; Frate, L.; Paura, B. Structure, ecology and plant richness patterns in fragmented beech forests. Plant Ecol. Divers. 2012, 5, 541–551, doi:10.1080/17550874.2012.740509.
[95]
Mortelliti, A.; Amori, G.; Capizzi, D.; Cervone, C.; Fagiani, S.; Pollini, B.; Boitani, L. Independent effects of habitat loss, habitat fragmentation and structural connectivity on the distribution of two arboreal rodents. J. Appl. Ecol. 2011, 48, 153–162, doi:10.1111/j.1365-2664.2010.01918.x.
[96]
Silver, W.L.; Ostertag, R.; Lugo, A.E. The potential for carbon sequestration through reforestation of abandoned tropical agricultural and pasture lands. Restor. Ecol. 2000, 8, 394–407, doi:10.1046/j.1526-100x.2000.80054.x.
[97]
Van Dijk, A.I.J.M.; Hairsine, P.B.; Arancibia, J.P.; Dowling, T.I. Reforestation, water availability and stream salinity: A multi-scale analysis in the Murray-Darling Basin, Australia. Forest Ecol. Manage. 2007, 251, 94–109, doi:10.1016/j.foreco.2007.06.012.
[98]
Bathurst, J.C.; Bovolo, C.I.; Cisneros, F. Modelling the effect of forest cover on shallow landslides at the river basin scale. Ecol. Eng. 2010, 36, 317–327, doi:10.1016/j.ecoleng.2009.05.001.
[99]
Gellrich, M.; Baur, P.; Koch, B.; Zimmermann, N.E. Agricultural land abandonment and natural forest re-growth in the Swiss mountains: A spatially explicit economic analysis. Agr. Ecosyst. Environ. 2007, 118, 93–108, doi:10.1016/j.agee.2006.05.001.
[100]
Frank, S.; Fürst, C.; Koschke, L.; Makeschin, F. A contribution towards a transfer of the ecosystem service concept to landscape planning using landscape metrics. Ecol. Indic. 2012, 21, 30–38, doi:10.1016/j.ecolind.2011.04.027.
[101]
Blondel, J.; Aronson, J. Biology and Wildlife of the Mediterranean Region; Oxford University Press: Oxford, UK, 1999.
[102]
Wainwright, J.; Thornes, J.B. Environmental Issues in the Mediterranean Processes and Perspectives from the Past and Present; Rutledge: London, UK, 2004.
[103]
Zurlini, G.; Petrosillo, I.; Jones, K.B.; Zaccarelli, N. Highlighting order and disorder in social-ecological landscapes to foster adaptive capacity and sustainability. Landscape Ecol. 2012, doi:10.1007/s10980-012-9763-y.