Abstract
This study implements an exploratory data analysis of landscape metrics and a change detection analysis of land use and population density to assess landscape dynamics (1954–2008) in two physiographic zones (plain and hilly-mountain area) of Emilia Romagna, northern Italy. The two areas are characterized by different landscape types: a mixed urban–rural landscape dominated by arable land and peri-urban settlements in the plain and a traditional agro-forest landscape in the hilly-mountain area with deciduous and conifer forests, scrublands, meadows, and crop mosaic. Urbanization and, to a lesser extent, agricultural intensification were identified as the processes underlying landscape change in the plain. Land abandonment determining natural forestation and re-forestation driven by man was identified as the process of change most representative of the hilly-mountain area. Trends in landscape metrics indicate a shift toward more fragmented and convoluted patterns in both areas. Number of patches, the interspersion and juxtaposition index, and the large patch index are the metrics discriminating the two areas in terms of landscape patterns in 1954. In 2008, mean patch size, edge density, interspersion and juxtaposition index, and mean Euclidean nearest neighbor distance were the metrics with the most different spatial patterns in the two areas. The exploratory data analysis of landscape metrics contributed to link changes over time in both landscape composition and configuration providing a comprehensive picture of landscape transformations in a wealthy European region. Evidence from this study are hoped to inform sustainable land management designed for homogeneous landscape units in similar socioeconomic contexts.
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Antrop M (2000) Changing patterns in the urbanized countryside of Western Europe. Landsc Ecol 15(3):257–270
Bailey D, Herzog F, Augenstein I, Aviron S, Billeter R, Szerencsits E, Baudry J (2007) Thematic resolution matters: indicators of landscape pattern for European agro-ecosystems. Ecol Indic 7:692–709
Bajocco S, De Angelis A, Perini A, Ferrara A, Salvati L (2012) The impact of land use/land cover changes on land degradation dynamics: a Mediterranean perspective. Environ Manage 49(5):980–989
Barbati A, Corona P, Salvati L, Gasparella L (2013) Natural forest expansion into suburban countryside: a contrasting perspective about changing forest landscape pattern. Urban For Urban Gree 12:36–43
Briassoulis H (2004) The institutional complexity of environmental policy and planning problems: the example of Mediterranean desertification. J Environ Plan Manage 47:115–135
Bürgi M, Hersperger AM, Schneeberger N (2005) Driving forces of landscape change—current and new directions. Landsc Ecol 19(8):857–868
Ceccarelli T, Bajocco S, Perini L, Salvati L (2014a) Urbanisation and land take of high quality agricultural soils—exploring long-term land use changes and land capability in northern Italy. Int J Environ Res 8(1):181–192
Ceccarelli T, Bajocco S, Salvati L, Perini L (2014b) Investigating syndromes of agricultural land degradation through past trajectories and future scenarios. Soil Sci Plant Nutr 60(1):60–70
Corry RC (2004) Characterizing fine-scale patterns of alternative agricultural landscapes with landscape pattern indices. Landsc Ecol 20:591–608
Cowell M (2010) Polycentric regions: comparing complementarity and institutional governance in the San Francisco Bay area, the Randstad and Emilia-Romagna. Urban Stud 47(5):945–965
Cushman SA, McGarigal K, Neel MC (2008) Parsimony in landscape metrics: strength, universality, and consistency. Ecol Indic 8:691–703
De Clercq EM, Vandemoortele F, De Wulf RR (2006) A method for the selection of relevant pattern indices for monitoring of spatial forest cover pattern at a regional scale. Int J Appl Earth Obs Geoinform 8:113–125
de Freitas MWD, dos Santos JR, Alves DS (2013) Land-use and land-cover change processes in the upper uruguay basin: linking environmental and socioeconomic variables. Landsc Ecol 28:311–327
European Environment Agency (2006) Urban sprawl in Europe—the ignored challenge. Copenhagen: EEA Report no. 10
Falcucci A, Maiorano L, Boitani L (2007) Changes in land-use/land-cover patterns in Italy and their implications for biodiversity conservation. Lands Ecol 22(4):617–631
Feranec J, Jaffrain G, Soukup T, Hazeu G (2010) Determining changes and flows in European landscapes 1990–2000 using CORINE land cover data. Appl Geogr 30:19–35
Ferrara A, Salvati L, Sabbi A, Colantoni A (2014) Urbanization, soil quality and rural areas: towards a spatial mismatch? Sci Total Environ 478:116–122
Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK, Helkowski JH, Holloway T, Howard EA, Kucharik CJ, Monfreda C, Patz JA, Prentice IC, Ramankutty N, Snyder PK (2005) Global consequences of land use. Science 309:570–574
Forman RTT, Godron M (1986) Landscape ecology. Wiley, New York
Frondoni R, Mollo B, Capotorti G (2011) A landscape analysis of land cover change in the Municipality of Rome (Italy): spatio-temporal characteristics and ecological implications of land cover transitions from 1954 to 2001. Landsc Urban Plan 100:117–128
Gallant AL, Loveland TR, Sohl TL, Napton DE (2004) Using an ecoregion framework to analyze land-cover and land-use dynamics. Environ Manage 34(1):S89–S110
Geist H, McConnell W, Lambin EF, Moran E, Alves D, Rudel T (2006) Causes and trajectories of land-use/cover change. In: Lambin EF, Geist H (eds) Land-use and land cover change: local processes and global impacts. Springer, Heidelberg, pp 41–70
Gustafson EJ (1998) Quantifying landscape spatial pattern: what is the state of the art? Ecosystems 1:143–156
Heisterman M, Müller C, Ronneberger K (2006) Land in sight? Achievements, deficits and potentials of continental to global scale land-use modeling. Agr Ecosyst Environ 114:141–158
Hietel E, Waldhardt R, Otte A (2004) Analysing land-cover changes in relation to environmental variables in Hesse, Germany. Lands Ecol 19(5):473–489
Kasperson JX, Kasperson RE, Turner BL II (1995) Region at risk. United Nation University, Tokyo
Klijn F (1994) Ecosystem classification for environmental management. Kluwer Academic, Dordrecht
Lambin EF, Geist H (2006) Land-use and land cover change: local processes and global impacts. Springer, Heidelberg, pp 41–70
Lambin EF, Turner BL II, Geist HJ, Agbola SB, Angelsen A, Bruce JW, Coomes OT, Dirzo R, Fischer G, Folke C, George PS, Homewood K, Imbernon J, Leemans R, Li X, Moran EF, Mortimore M, Ramakrishnan PS, Richards JF, Skånes H, Steffen W, Stone GD, Svedin U, Veldkamp A, Vogel C, Xu J (2001) The causes of land-use and land-cover change: moving beyond myths. Global Environ Chang 11:261–269
Li X, Lu L, Cheng G, Xiao H (2001) Quantifying landscape structure of the Heihe River Basin, north-west China using FRAGSTATS. J Arid Environ 48:521–535
MacDonal D, Crabtree JR, Wiesinger G, Dax T, Stamou N, Fleury P, Gutierrez Lazpita J, Gibon A (2000) Agricultural abandonment in mountain areas of Europe: environmental consequences and policy response. J Environ Manage 59:47–69
Mancino G, Nolè A, Ripullone F, Ferrara A (2014) Landsat TM imagery and NDVI differencing for vegetation change detection: assessing natural expansion of forests in Basilicata, southern Italy. iForest 7:75–84
Matthews R, Gilbert N, Roach A, Polhill J, Gotts N (2007) Agent-based land-use models: a review of applications. Landsc Ecol 22:1447–1459
Mazzoleni S, di Pasquale G, Mulligan M, di Martino P, Rego FC (eds) (2004) Recent dynamics of the mediterranean vegetation and landscape. Wiley, Chichester
McGarigal K, Cushman SA, Ene E (2012) FRAGSTATS v4: spatial pattern analysis program for categorical and continuous maps. Computer software program produced by the authors at the University of Massachusetts, Amherst http://www.umass.edu/landeco/research/fragstats/fragstats.html
McMahon G, Wiken EB, Gauthier DA (2004) Toward a scientifically rigorous basis for developing mapped ecological regions. Environ Manage 34(1):S111–S124
Nolè A, Collalti A, Magnani F, Duce P, Ferrara A, Mancino G, Marras S, Sirca C, Spano D, Borghetti M (2013) Assessing temporal variation of primary and ecosystem production in two Mediterranean forests using a modified 3-PG model. Ann For Sci 70(7):729–741
O’Neill RV, Krummel JR, Gardner RH, Sugihara G, Jackson B, DeAngelis DL, Milne BT, Turner MG, Zygmunt B, Christensen SW, Dale VH, Graham RL (1988) Indices of landscape pattern. Landsc Ecol 1:153–162
Olsen LM, Dale VH, Foster T (2007) Landscape patterns as indicators of ecological change at Fort Penning, Georgia, USA. Landsc Urban Plan 79:137–149
Perini L, Sabbi A, Salvati L, Zitti M (2014) Il degrado dei suoli e del paesaggio in Italia. Ambiente, demografia, società: materiali per un atlante cartografico. Patron, Bologna
Plieninger T (2006) Habitat loss, fragmentation, and alteration—quantifying the impact of land-use changes on a Spanish dehesa landscape by use of aerial photography and GIS. Landsc Ecol 21:91–105
Regione Emilia Romagna (2015) Cartografia dei suoli. Bologna. http://ambiente.regione.emilia-romagna.it/geologia/cartografia/webgis-banchedati/webgis-suoli. Accessed January 2015
Salvati L (2014) Agro-forest landscape and the ‘Fringe’ city: a multivariate assessment of land-use changes in a Sprawling region and implications for planning. Sci Total Environ 490(15):715–723
Salvati L, Zitti M (2009) The environmental ‘risky’ region: identifying land degradation processes through integration of socio-economic and ecological indicators in a multivariate regionalization model. Environ Manage 44(5):888–899
Salvati L, Gitas I, Bajocco S (2014a) Spatial determinants of land-use changes in an urban region (Attica, Greece) between 1987 and 2007. Land Use Sci. doi:10.1080/1747423X.2014.920424
Salvati L, Smiraglia D, Bajocco S, Zitti M, Perini L (2014b) Coastal vs inland sensitivity to desertification: a diachronic analysis of biophysical and socioeconomic factors in Latium, Italy. Rend Lincei-Sci Fis. doi:10.1007/s12210-014-0339-4
Scalenghe R, Malucelli F, Ungaro F, Perazzone L, Filippi N, Edwards AC (2011) Influence of 150 years of land use on anthropogenic and natural carbon stocks in Emilia-Romagna Region (Italy). Environ Sci Tech 45(12):5112–5117
Schindler S, Poirazidis K, Wrbka T (2008) Towards a core set of landscape metrics for biodiversity assessments: a case study from Dadia National Park, Greece. Ecol Indic 8:502–514
Serra P, Pons X, Saurì D (2008) Land-cover and land-use change in a Mediterranean landscape: a spatial analysis of driving forces integrating biophysical and human factors. Appl Geogr 28(3):189–209
Serra P, Vera A, Tulla AF (2014a) Spatial and socio-environmental dynamics of Catalan regional planning from a multivariate statistical analysis using 1980s and 2000s data. Eur Plan Stud 22(6):1280–1300
Serra P, Vera A, Tulla AF, Salvati L (2014b) Beyond the urban-rural gradient: intensification and extensification land-use and socioeconomic processes in Spain. Appl Geogr 55:71–81
Smiraglia D, Zavattero L, Ricotta C, Blasi C (2007) The use of adjacency analysis for quantifying landscape changes. Plant Biosyst 141(3):384–389
Smiraglia D, Capotorti G, Guida D, Mollo B, Siervo V, Blasi C (2013) Land units map of Italy. J Maps 9(2):239–244. doi:10.1080/17445647.2013.771290
Smith JH, Stehman SV, Wickham JD, Yang DL (2003) Effects of landscape characteristics on land cover class accuracy. Remote Sens Environ 84(3):342–349
Tassinari P, Torreggiani D, Benni S (2013) Dealing with agriculture, environment and landscape in spatial planning: a discussion about the Italian case study. Land Use Policy 30:739–747
Turner MG (1989) Landscape ecology: the effect of pattern on process. Annu Rev Ecol Syst 20:171–197
Turner BL II, Lambin EF, Reenberg A (2007) The emergence of land change science for global environmental change and sustainability. PNAS 104(52):20666–20671
Verburg PH, Kok K, Pontius RG Jr, Veldkamp A (2006) Modeling land-use and land-cover change. In: Lambin EF, Geist H (eds) Land-use and land cover change: local processes and global impacts. Springer, Heidelberg, pp 117–136
Verburg PH, van de Steeg J, Veldkamp A, Willemen L (2009) From land cover change to land function dynamics: a major challenge to improve land characterization. J Environ Manage 90(3):1327–1335
Waldo T (1988) Resolution, Resampling, and All That. In: Mounsey H, Tomlinson R (eds) Building data bases for global science. Taylor and Francis, London, pp 129–137
Zonneveld IS (1995) Land Ecology. SPB Academic Publishing, Amsterdam
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This work was supported by the national research project ‘Agroscenari’ financed by the Italian Ministry of Agricultural and Forestry Policies.
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Smiraglia, D., Ceccarelli, T., Bajocco, S. et al. Unraveling Landscape Complexity: Land Use/Land Cover Changes and Landscape Pattern Dynamics (1954–2008) in Contrasting Peri-Urban and Agro-Forest Regions of Northern Italy. Environmental Management 56, 916–932 (2015). https://doi.org/10.1007/s00267-015-0533-x
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DOI: https://doi.org/10.1007/s00267-015-0533-x