Abstract
The Portuguese silvo-pastoral system montado is broadly classified as a High Nature Value (HNV) system since it corresponds to farmland hosting high biodiversity levels, and such biodiversity depends on specific land use practices. However, in recent decades a decline both in the total montado area and in the tree cover density within the montado has been observed, driven mainly by management changes. This decline may result in biodiversity loss. Grazing is a central aspect determining the long-term sustainability of the montado system and it has implications also on the montado structural diversity, particularly on connectivity and heterogeneity, which is crucial for the maintenance of montado HNV. The aim of this paper is to demonstrate how variations in montado structural diversity are correlated with grazing management and its implications on the value of the system for conservation. The empirical data derives from a case study composed of 41 montado farms in two municipalities of the Alentejo region. Data on grazing management, biophysical and spatial factors were collected and several metrics were calculated to assess montado fragmentation and heterogeneity. A multivariate analysis was performed using generalized additive models. Results show that different grazing patterns, depending on stocking density and grazing animal type, are correlated with variations in montado fragmentation and heterogeneity. Particularly, cattle’s grazing is shown to have adverse effects on the montado fragmentation, while sheep grazing is shown to have stronger impacts on the heterogeneity within the montado patches.
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Acácio V, Holmgren M (2014) Pathways for resilience in Mediterranean cork oak land use systems. Ann For Sci 71:5–13. doi:10.1007/s13595-012-0197-0
Acácio V, Holmgren M, Jansen PA, Schrotter O (2007) Multiple recruitment limitation causes arrested succession in Mediterranean cork oak systems. Ecosystems 10:1220–1230. doi:10.1007/s10021-007-9089-9
Adams SN (1975) Sheep and cattle grazing in forests: a review. J Appl Ecol 12:143–152. doi:10.2307/2401724
Almeida M, Guerra C, Pinto-Correia T (2013) Unfolding relations between land cover and farm management: high nature value assessment in complex silvo-pastoral systems. Geogr Tidsskr J Geogr 113:1–12. doi:10.1080/00167223.2013.848611
Andersen E, Baldock D, Bennett H, Beaufoy G, Bignal E, Brouwer F, Elbersen B, Eiden G, Godeschalk F, Jones G, McCracken D, Nieuwenhuizen W, van Eupen M, Hennekens S, Zervas G (2003) Developing a high nature value farming area indicator. Report for the European Environment Agency, Copenhagen
Beaufoy G, Baldock D, Dark J (1994) The nature of farming: low intensity farming systems in nine European countries. Institute for European Environmental Policy, London
Benton TG, Vickery JA, Wilson JD (2003) Farmland biodiversity: is habitat heterogeneity the key? Trends Ecol Evol 18:182–188. doi:10.1016/S0169-5347(03)00011-9
Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology. Hydrol Sci B 24(1):43–69. doi:10.1080/02626667909491834
Borcard D, Legendre P, Drapeau P (1992) Partialling out the spatial component of ecological variation. Ecology 73:1045–1055. doi:10.2307/1940179
Buckland ST, Burnham KP, Augustin NH (1997) Model selection: an integral part of inference. Biometrics 53:603–618. doi:10.2307/2533961
Bugalho MN, Caldeira MC, Pereira JS, Aronson J, Pausas JG (2011) Mediterranean cork oak savannas require human use to sustain biodiversity and ecosystem services. Front Ecol Environ 9:278–286. doi:10.1890/100084
Burnham KP, Anderson DR (2002) Model selection and multimodel inference—a practical information-theoretic approach. Springer, New York
CEEM (1996) A região de Évora numa perspectiva de ecologia da paisagem. Universidade de Évora, Evora
Cooper T, Arblaster K, Baldock D, Farmer M, Beaufoy G, Jones G, Poux X, McCracken D, Bignal E, Elbersen B, Wascher D, Angelstam P, Roberge J-M, Pointereau P, Seffer J, Galvanek D (2007) Study on HNV indicators for evaluation. Institute for European Environmental Policy, London
Costa A, Madeira M, Lima Santos J, Oliveira  (2011) Change and dynamics in Mediterranean evergreen oak woodlands landscapes of Southwestern Iberian Peninsula. Landsc Urban Plan 102:164–176. doi:10.1016/j.landurbplan.2011.04.002
Costa A, Madeira M, Lima Santos J, Plieninger T, Seixas J (2014) Fragmentation patterns of evergreen oak woodlands in Southwestern Iberia: identifying key spatial indicators. J Environ Manage 133:18–26. doi:10.1016/j.jenvman.2013.11.026
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 Geoinf 8:113–125. doi:10.1016/j.jag.2005.07.002
Dubin RA (1992) Spatial autocorrelation and neighborhood quality. Reg Sci Urban Econ 22:433–452. doi:10.1016/0166-0462(92)90038-3
Dufour-Dror J-M (2007) Influence of cattle grazing on the density of oak seedlings and saplings in a Tabor oak forest in Israel. Acta Oecol 31:223–228. doi:10.1016/j.actao.2006.11.003
ESRI (2011) ArcGIS Desktop: Release 10. ESRI, Redlands
Evans IS (1972) General geomorphometry, derivatives of altitude, and descriptive statistics. In: Chorley RJ (ed) Spatial analysis in geomorphology. Harper and Row, New York, pp 17–90
Evans JS, Oakleaf J, Cushman SA, Theobald D (2013) Geomorphometry and Gradient Metrics Toolbox: a toolbox for surface gradient modeling. http://evansmurphy.wix.com/evansspatial. Accessed 15 Dec 2013
Fahrig L (2003) Effects of habitat fragmentation on biodiversity. Annu Rev Ecol Evol Syst 34:487–515. doi:10.1146/annurev.ecolsys.34.011802.132419
Fahrig L, Baudry J, Brotons L, Burel FG, Crist TO, Fuller RJ, Sirami C, Siriwardena GM, Martin J-L (2011) Functional landscape heterogeneity and animal biodiversity in agricultural landscapes. Ecol Lett 14:101–112. doi:10.1111/j.1461-0248.2010.01559.x
Fischer J, Lindenmayer DB (2007) Landscape modification and habitat fragmentation: a synthesis. Glob Ecol Biogeogr 16:265–280. doi:10.1111/j.1466-8238.2006.00287.x
Fortuny X, Carcaillet C, Chauchard S (2014) Land use legacies and site variables control the understorey plant communities in Mediterranean broadleaved forests. Agric Ecosyst Environ 189:53–59. doi:10.1016/j.agee.2014.03.012
Gessler PE, Moore ID, McKenzie NJ, Ryan PJ (1995) Soil–landscape modelling and spatial prediction of soil attributes. Int J Geogr Inf Syst 9:421–432. doi:10.1080/02693799508902047
Godinho S, Guiomar N, Machado R, Santos P, Sá-Sousa P, Fernandes JP, Neves N, Pinto-Correia T (2014) Assessment of environment, land management, and spatial variables on recent changes in montado land cover in southern Portugal. Agrofor Syst. doi:10.1007/s10457-014-9757-7
Gómez-Aparicio L, Zamora R, Gómez JM, Hódar JA, Castro J, Baraza E (2004) Applying plant facilitation to forest restoration: a meta-analysis of the use of shrubs as nurse plants. Ecol Appl 14:1128–1138. doi:10.1890/03-5084
Grant SA, Torvell L, Smith HK, Suckling DE, Forbes TDA, Hodgson J (1987) Comparative studies of diet selection by sheep and cattle: blanket bog and heather moor. J Ecol 75:947–960. doi:10.2307/2260163
Guisan A, Zimmermann NE (2000) Predictive habitat distribution models in ecology. Ecol Modell 135:147–186. doi:10.1016/S0304-3800(00)00354-9
Guisan A, Weiss SB, Weiss AD (1999) GLM versus CCA spatial modeling of plant species distribution. Plant Ecol 143:107–122. doi:10.1023/A:1009841519580
Guisan A, Edwards TC, Hastie T (2002) Generalized linear and generalized additive models in studies of species distributions: setting the scene. Ecol Modell 157:89–100. doi:10.1016/S0304-3800(02)00204-1
Hastie TJ, Tibshirani RJ (1990) Generalized additive models. Chapman and Hall, London
Horn BKP (1981) Hill shading and the reflectance map. Proc IEEE 69:14–47. doi:10.1109/PROC.1981.11918
Hurvich CM, Tsai C-L (1989) Regression and time series model selection in small samples. Biometrika 76:297–307. doi:10.1093/biomet/76.2.297
INMG (1991) O clima de Portugal. Normais climatológicas da região de Alentejo e Algarve correspondentes a 1951–1980. Fascículo XLIX, Vol. 4, 4ª região, Instituto Nacional de Meteorologia e Geofísica, Lisboa
Jaeger JAG (2000) Landscape division, splitting index, and effective mesh size: new measures of landscape fragmentation. Landsc Ecol 15:115–130. doi:10.1023/A:1008129329289
Jenness JS (2004) Calculating landscape surface area from digital elevation models. Wildl Soc Bull 32:829–839
Jenness JS (2011) DEM Surface Tools: an ArcGIS extension for analyzing raster elevation datasets. http://www.jennessent.com/arcgis/surface_area.htm. Accessed 10 Feb 2013
Jenness JS, Brost B, Beier P (2013) Land facet corridor designer. Extension for ArcGIS. http://www.jennessent.com/arcgis/land_facets.htm. Accessed 5 Dec 2013
Keenleyside C, Tucker G, McConville A (2010) Farmland abandonment in the EU: an assessment of trends and prospects. Institute for European Environmental Policy, London
Legendre P (1993) Spatial autocorrelation: trouble or new paradigm? Ecology 76:1659–1673. doi:10.2307/1939924
Legendre P, Legendre L (1998) Numerical ecology. Elsevier, Amsterdam
McCune B, Keon D (2002) Equations for potential annual direct incident radiation and heat load. J Veg Sci 13:603–606. doi:10.1111/j.1654-1103.2002.tb02087.x
McKell CM (1989) Shrub palatability. In: McKell CM (ed) The biology and utilization of shrubs. Academic Press, San Diego, pp 267–282
Mitasova H, Hofierka J, Zlocha M, Iverson LR (1996) Modelling topographic potential for erosion and deposition using GIS. Int J Geogr Inf Syst 10:629–641. doi:10.1080/02693799608902101
Monteiro-Henriques T (2010) Landscape and phytosociology of the Paiva River’s hydrographical basin. PhD dissertation, Instituto Superior de Agronomia, Universidade Técnica de Lisboa
Moore ID, Gessler PE, Nielsen GA, Peterson GA (1993) Soil attribute prediction using terrain analysis. Soil Sci Soc Am J 57:443–452. doi:10.2136/sssaj1993.03615995005700020026x
Moreira AC, Martins JMS (2005) Influence of site factors on the impact of Phytophthora cinnamomi in cork oak stands in Portugal. For Pathol 35:145–162. doi:10.1111/j.1439-0329.2005.00397.x
Myers RH, Montgomery DC, Vining GG, Robinson TJ (2010) Generalized linear models with applications in engineering and the sciences, 2nd edn. Wiley, New Jersey
Papachristou TG, Platis PD (2011) The impact of cattle and goats grazing on vegetation in oak stands of varying coppicing age. Acta Oecol 37:16–22. doi:10.1016/j.actao.2010.11.001
Paracchini ML, Terres JM, Petersen JE, Hoogeveen Y (2007) High nature value farmland and traditional agricultural landscapes: open opportunities in the development of rural areas. In: Pedroli B, van Doorn A, de Blust G, Paracchini ML, Wascher D, Bunce F (eds) Europe’s living landscapes. Essays on exploring our identity in the countryside. Landscape Europe/KNNV Publishers, Zeist, pp 21–34
Pereira P, Fonseca M (2003) Nature vs. nurture: the making of the montado ecosystem. Conserv Ecol 7(3):7
Pereira P, Godinho C, Gomes M, Rabaça J (2014) The importance of the surroundings: are bird communities of riparian galleries influenced by agroforestry matrices in SW Iberian Peninsula? Ann For Sci 71:33–41. doi:10.1007/s13595-012-0228-x
Peres-Neto PR, Legendre P, Dray S, Borcard D (2006) Variation partitioning of species data matrices: estimation and comparison of fractions. Ecology 87:2614–2625
Pérez-Devesa M, Cortina J, Vilagrosa A, Vallejo R (2008) Shrubland management to promote Quercus suber L. establishment. For Ecol Manage 255:374–382. doi:10.1016/j.foreco.2007.09.074
Pike R, Wilson SE (1971) Elevation-relief ratio, hypsometric integral, and geomorphic area-altitude analysis. Geol Soc Am Bull 82:1079–1084
Pinto-Correia T, Breman B (2009) New roles for farming in a differentiated countryside: the Portuguese example. Reg Environ Change 9:143–152. doi:10.1007/s10113-008-0062-8
Pinto-Correia T, Godinho S (2013) Changing agriculture-changing landscapes: what is going on in the high valued montado. In: Ortiz-Miranda D, Moragues-Faus A, Arnalte-Alegre E (eds) Agriculture in Mediterranean Europe: between old and new paradigms. Research in rural sociology and development, vol 19. Emerald Group Publishing Limited, Bingley, pp 75–90. doi: 10.1108/S1057-1922(2013)0000019006
Pinto-Correia T, Mascarenhas J (1999) Contribution to the extensification/intensification debate: new trends in the Portuguese montado. Landsc Urban Plan 46:125–131. doi:10.1016/S0169-2046(99)00036-5
Pinto-Correia T, Barroso F, Surová D, Menezes H (2011a) The fuzziness of Montado landscapes: progress in assessing user preferences through photo-based surveys. Agrofor Syst 82:209–224. doi:10.1007/s10457-010-9347-2
Pinto-Correia T, Ribeiro N, Sá-Sousa P (2011b) Introducing the montado, the cork and holm oak agroforestry system of Southern Portugal. Agrofor Syst 82:99–104. doi:10.1007/s10457-011-9388-1
Pinto-Correia T, Menezes H, Barroso LF (2014) The landscape as an asset in Southern European fragile agricultural systems: contrasts and contradictions in land managers attitudes and practices. Landsc Res 39(2):205–217. doi:10.1080/01426397.2013.790948
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. doi:10.1007/s10980-005-8294-1
Plieninger T (2007) Compatibility of livestock grazing with stand regeneration in Mediterranean holm oak parklands. J Nat Conserv 15:1–9. doi:10.1016/j.jnc.2005.09.002
Plieninger T, Bieling C (2013) Resilience-based perspectives to guiding high-nature-value farmland. Ecol Soc 18(4):20. doi:10.5751/ES-05877-180420
R Development Core Team (2013) R: a language and environment for statistical computing, v. 3.0.1. R Foundation for Statistical Computing, Vienna. http://www.R-project.org. Accessed 3 July 2013
Riley SJ, DeGloria SD, Elliot R (1999) A terrain ruggedness index that quantifies topographic heterogeneity. Intermt J Sci 5:23–27
Roberts DW, Cooper SV (1989) Concepts and techniques of vegetation mapping. In: Ferguson D, Morgan P, Johnson FD (eds) Land classification based on vegetation: applications for resource management. USDA Forest Service GTR INT-257, Ogden, pp 90–96
Rook AJ, Dumont B, Isselstein J, Osoro K, WallisDeVries MF, Parente G, Mills J (2004) Matching type of livestock to desired biodiversity outcomes in pastures—a review. Biol Conserv 119:137–150. doi:10.1016/j.biocon.2003.11.010
Sappington JM, Longshore KM, Thompson DB (2007) Quantifying landscape ruggedness for animal habitat analysis: a case study using bighorn sheep in the Mojave Desert. J Wildl Manage 71:1419–1426. doi:10.2193/2005-723
Schmidt F, Persson A (2003) Comparison of DEM data capture and topographic wetness indices. Precis Agric. doi:10.1023/A:1024509322709
Shannon CE, Weaver W (1949) The mathematical theory of communication. University of Illinois Press, Illinois
Stage AR (1976) An expression of the effects of aspect, slope, and habitat type on tree growth. For Sci 22:457–460
Tabachnick BG, Fidell LS (2007) Using multivariate statistics. Pearson Education, New York
Teixido AL, Quintanilla LG, Carreño F, Gutiérrez D (2010) Impacts of changes in land use and fragmentation patterns on Atlantic coastal forests in northern Spain. J Environ Manage 91:879–886. doi:10.1016/j.jenvman.2009.11.004
Tscharntke T, Klein AM, Kruess A, Steffan-Dewenter I, Thies C (2005) Landscape perspectives on agricultural intensification and biodiversity—ecosystem service management. Ecol Lett 8:857–874. doi:10.1111/j.1461-0248.2005.00782.x
Vallejo V, Aronson J, Pausas J, Pereira JS, Fontaine C (2009) The way forward. In: Aronson J, Pereira JS, Pausas JG (eds) Cork oak woodlands on the edge. Island Press, Washington, pp 235–245
van Doorn A, Pinto-Correia T (2007) Differences in land cover interpretation in landscapes rich in cover gradients: reflections based on the montado of South Portugal. Agrofor Syst 70:169–183. doi:10.1007/s10457-007-9055-8
Wood SN (2006) Generalized additive models: an introduction with R. CRC Press/Chapman and Hall, Boca Raton
Wood SN, Augustin NH (2002) GAMs with integrated model selection using penalized regression splines and applications to environmental modelling. Ecol Modell 157:157–177. doi:10.1016/S0304-3800(02)00193-X
Wu J, Jelinski DE, Luck M, Tueller PT (2000) Multiscale analysis of landscape heterogeneity: scale variance and pattern metrics. Annals of GIS 6(1):6–19. doi:10.1080/10824000009480529
Acknowledgments
This work is funded by FEDER Funds through the Operational Programme for Competitiveness Factors - COMPETE and National Funds through FCT - Foundation for Science and Technology under the Strategic Projects PEst-C/AGR/UI0115/2011 and PEst-OE/AGR/UI0115/2014. Research associated with this paper was also funded by the FCT as part of Project PTDC/CS-GEO/110944/2009 and by FEDER as part of the INALENTEJO (Project ALENT-07-0224-FEDER-001744). The authors are thankful to the two anonymous reviewers for the constructive comments on the earlier version of this manuscript and to Jorge Capelo for the clarifications provided on species nomenclature.
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Almeida, M., Azeda, C., Guiomar, N. et al. The effects of grazing management in montado fragmentation and heterogeneity. Agroforest Syst 90, 69–85 (2016). https://doi.org/10.1007/s10457-014-9778-2
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DOI: https://doi.org/10.1007/s10457-014-9778-2