Skip to main content

Advertisement

Log in

Modeling the Landscape Drivers of Fire Recurrence in Sardinia (Italy)

  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

Although recurrent fire events with very short return periods have the most dangerous effects on landscape degradation, only a few papers have explored the landscape ecological factors that drive the probability of fire recurrence. In this paper we apply a habitat suitability model for analyzing the spatial relationship between a selected set of landscape factors (mainly land use types) and fire recurrence in Sardinia (Italy) in the years 2005–2010. Our results point out that fire occurrence in already burned areas is lower than expected in natural and semi-natural land cover types, like forest and shrublands. To the contrary, like in all regions where human activity is the main source of fire ignitions, the probability of fire recurrence is higher at low altitudes and close to roads and to urban and agricultural land cover types, thus showing marked preference for those landscape factors denoting higher anthropogenic ignition risk.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Acácio V, Holmgren M, Rego FC, Moreira F, Mohren GMJ (2009) Are drought and wildfires turning Mediterranean cork oak forests into persistent shrublands? Agrofor Syst 76:389–400

    Article  Google Scholar 

  • Baeza MJ, Vallejo VR (2008) Vegetation recovery after fuel management in Mediterranean shrublands. Appl Veg Sci 11:151–158

    Article  Google Scholar 

  • Bajocco S, Ricotta C (2008) Evidence of selective burning in Sardinia (Italy): which land–cover classes do wildfires prefer? Landsc Ecol 23:241–248

    Article  Google Scholar 

  • Bajocco S, Pezzatti GB, Mazzoleni S, Ricotta C (2010) Wildfire seasonality and land use: when do wildfires prefer to burn? Environ Monit Assess 164:445–452

    Article  CAS  Google Scholar 

  • Bajocco S, Salvati L, Ricotta C (2011) Land degradation vs. fire: a spiral process? Prog Phys Geogr 35:3–18

    Article  Google Scholar 

  • Barbati A, Corona PM, D’Amato E, Cartisano R (2013) Is landscape a driver of short-term wildfire recurrence? Landsc Res. doi:10.1080/01426397.2012.761681

  • Basille M, Calenge C, Marboutin E, Andersen R, Gaillard JM (2008) Assessing habitat selection using multivariate statistics: some refinements of the Ecological-Niche Factor Analysis. Ecol Model 211:233–240

    Article  Google Scholar 

  • Bond VJ, Keeley JE (2005) Fire as a global ‘herbivore’: the ecology and evolution of flammable ecosystems. Trends Ecol Evol 20:387–394

    Article  Google Scholar 

  • Calenge C (2006) The package “adehabitat” for the R software: a tool for the analysis of space and habitat use by animals. Ecol Model 197:516–519

    Article  Google Scholar 

  • Carmo M, Moreira F, Casimiro P, Vaz P (2011) Land use and topography influences on wildfire occurrence in northern Portugal. Landsc Urban Plan 100:169–176

    Article  Google Scholar 

  • Catry FX, Rego FC, Bacao F, Moreira F (2009) Modelling and mapping the occurrence of wildfire ignitions in Portugal. Int J Wildland Fire 18:921–931

    Article  Google Scholar 

  • Conedera M, Torriani D, Neff C, Ricotta C, Bajocco S, Pezzatti GB (2011) Using Monte Carlo simulations to estimate relative fire ignition danger in a low–to medium fire–prone region. Forest Ecol Manag 261:2179–2187

    Article  Google Scholar 

  • Conti F, Abbate G, Alessandrini A, Blasi C (2005) An annotated checklist of the Italian vascular Flora. Palombi Editore, Roma

    Google Scholar 

  • De Angelis A, Bajocco S, Ricotta C (2012) Modelling the phenological niche of large fires with remotely sensed NDVI profiles. Ecol Model 228:106–111

    Article  Google Scholar 

  • De la Cueva AV, del Barrio JMG, Quero MO, Palomares OS (2006) Recent fire regime in peninsular Spain in relation to forest potential productivity and population density. Int J Wildland Fire 15:397–405

    Article  Google Scholar 

  • Diaz-Delgado R, Lloret F, Pons X (2004) Spatial patterns of fire occurrence in Catalonia, NE, Spain. Landsc Ecol 19:731–745

    Article  Google Scholar 

  • Eugenio M, Verkaik I, Lloret F, Espelta JM (2006) Recruitment and growth decline in Pinus halepensis populations after recurrent wildfires in Catalonia (NE Iberian Peninsula). For Ecol Manag 231:47–54

    Article  Google Scholar 

  • Flannigan MD, Harrington JB (1988) A study of the relation of meteorological variables to monthly provincial area burned by wildfire in Canada (1953-80). J Appl Meteorol 27:441–452

    Article  Google Scholar 

  • Flannigan MD, Stocks B, Turetsky M, Wotton M (2009) Impacts of climate change on fire activity and fire management in the circumboreal forest. Global Change Biol 15:549–560

    Article  Google Scholar 

  • Guglietta D, Conedera M, Mazzoleni S, Ricotta C (2011) Mapping fire ignition risk in a complex anthropogenic landscape. Remote Sens Lett 2:213–219

    Article  Google Scholar 

  • Hernandez-Clemente R, Cerrillo R, Hernandez-Bermejo JE, Royo SE, Kasimis NA (2009) Analysis of postfire vegetation dynamics of Mediterranean shrub species based on terrestrial and NDVI data. Environ Manag 43:876–887

    Article  Google Scholar 

  • Hirzel AH, Hausser J, Chessel D, Perrin N (2002) Ecological–Niche Factor Analysis: how to compute habitat–suitability maps without absence data? Ecology 83:2027–2036

    Article  Google Scholar 

  • Hutchinson GE (1957) Concluding remarks. Cold Spring Harb Symp Quant Biol 22:415–427

    Article  Google Scholar 

  • ISPRA (2010) La realizzazione in Italia del progetto Corine Land Cover 2006, Rapporto 131. Istituto Superiore per la Protezione e la Ricerca Ambientale, Roma

  • Kazanis D, Arianoutsou M (2004) Long-term post-fire vegetation dynamics in Pinus halepensis forests of central Greece: a functional group approach. Plant Ecol 171:101–121

    Article  Google Scholar 

  • Keeley J, Bond W, Bradstock R, Pausas J, Rundel P (2012) Fire in mediterranean ecosystems, ecology, evolution and management. Cambridge University Press, Cambridge

    Google Scholar 

  • Lampin-Maillet C, Jappiot M, Long M, Bouillon C, Morge D, Ferrier JP (2010) Mapping wildland-urban interfaces at large scales integrating housing density and vegetation aggregation for fire prevention in the South of France. J Environ Manag 91:732–741

    Article  Google Scholar 

  • Legendre P, Legendre L (1998) Numerical Ecology. Elsevier, Amsterdam

    Google Scholar 

  • Liu Z, Yang J, Chang Y, Weisberg PJ, He HS (2012) Spatial patterns of fire occurrence and its future trend under climate change in a boreal forest of Northeast China. Global Change Biol 18:2041–2056

    Article  Google Scholar 

  • Lloret F, Calvo E, Pons X, Díaz-Delgado R (2002) Wildfires and landscape patterns in the eastern Iberian Peninsula. Landsc Ecol 17:745–759

    Article  Google Scholar 

  • Lloret F, Pausas JG, Vilà M (2003) Responses of Mediterranean plant species to different fire frequencies in Garraf Natural Park (Catalonia, Spain): field observations and modelling. Plant Ecol 167:223–235

    Article  Google Scholar 

  • Loepfe L, Martinez-Vilalta J, Oliveres J, Piñol J, Lloret F (2010) Feedbacks between fuel reduction and landscape homogenisation determine fire regimes in three Mediterranean areas. Forest Ecol Manag 259:2366–2374

    Article  Google Scholar 

  • Martinez J, Vega-Garcia C, Chuvieco E (2009) Human-caused wildfire risk rating for prevention planning in Spain. J Environ Manag 90:1241–1252

    Article  Google Scholar 

  • Moreira F, Rego FC, Ferriera PG (2001) Temporal (1958–1995) pattern of change in a cultural landscape of northwestern Portugal: implications for fire occurrence. Landsc Ecol 16:557–567

    Article  Google Scholar 

  • Moreira F, Catry FX, Rego FC, Bacao F (2010) Size–dependent pattern of wildfire ignitions in Portugal: when do ignitions turn into big fires? Landsc Ecol 25:1405–1417

    Article  Google Scholar 

  • Moreira F, Viedma O, Arianoutsou M, Curt T, Koutsias N, Rigolot F, Barbati A, Corona P, Vaz P, Xanthopoulos G, Mouillot F, Bilgili E (2011) Landscape–wildfire interactions in southern Europe: implications for landscape management. J Environ Manag 92:2389–2402

    Article  Google Scholar 

  • Mouillot F, Ratte JP, Joffre R, Moreno JM, Rambal S (2003) Some determinants of the spatio–temporal fire cycle in a Mediterranean landscape (Corsica, France). Landsc Ecol 18:665–674

    Article  Google Scholar 

  • Nunes MCS, Vasconcelos MJ, Pereira JMC, Dasgupta N, Alldredge RJ, Rego FC (2005) Land cover type and fire in Portugal: do fires burn land cover selectively? Landsc Ecol 20:661–673

    Article  Google Scholar 

  • Parisien M-A, Moritz MA (2009) Environmental controls on the distribution of wildfire at multiple spatial scales. Ecol Monogr 79:127–154

    Article  Google Scholar 

  • Ricotta C, Guglietta D, Migliozzi A (2012) No evidence of increased fire risk due to agricultural land abandonment in Sardinia (Italy). Nat Hazards Earth Syst Sci 12:1333–1336

    Article  Google Scholar 

  • Rocchini D, Hortal J, Lengyel S, Lobo JM, Jiménez-Valverde A, Ricotta C, Bacaro G, Chiarucci A (2011) Accounting for uncertainty when mapping species distributions: the need for maps of ignorance. Prog Phys Geogr 35:211–226

    Article  Google Scholar 

  • Roder A, Hill J, Duguy B, Alloza JA, Vallejo R (2008) Using long time series of Landsat data to monitor fire events and post–fire dynamics and identify driving factors. A case study in the Ayora region (eastern Spain). Remote Sens Environ 112:259–273

    Article  Google Scholar 

  • Romero-Calcerrada R, Barrio-Parra F, Millington JDA, Novillo CJ (2010) Spatial modelling of socioeconomic data to understand patterns of human–caused wildfire ignition risk in the SW of Madrid (central Spain). Ecol Model 221:34–45

    Article  Google Scholar 

  • Schaffhauser A, Curt T, Véla E, Tatoni T (2012) Fire recurrence effects on the abundance of plants grouped by traits in Quercus suber L. woodlands and maquis. Forest Ecol Manag 282:157–166

    Article  Google Scholar 

  • R Core Team (2012) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, http://www.R-project.org

  • van Leeuwen W, Casady G, Neary D, Bautista S, Allosa JA, Carmel Y, Wittenberg L, Malkinson D, Orr BJ (2010) Monitoring post–wildfire vegetation response with remotely sensed time–series data in Spain, USA and Israel. Int J Wildland Fire 19:75–93

    Article  Google Scholar 

  • Vazquez A, Moreno JM (1998) Patterns of lightning-, and people-caused fires in peninsular Spain. Int J Wildland Fire 8:103–115

    Article  Google Scholar 

  • Vazquez A, Moreno JM (2001) Spatial distribution of forest fires in Sierra de Gredos (central Spain). Forest Ecol Manag 147:55–65

    Article  Google Scholar 

  • Vazquez A, Perez B, Fernandez-Gonzalez F, Moreno JM (2002) Recent fire regime characteristics and potential natural vegetation relationships in Spain. J Veg Sci 13:663–676

    Article  Google Scholar 

  • Viedma O, Moreno JM, Rieiro I (2006) Interactions between land use/land cover change, forest fires and landscape structure in Sierra de Gredos (central Spain). Environ Conserv 33:212–222

    Article  Google Scholar 

  • Wotton BM, Nock CA, Flannigan MD (2010) Forest fire occurrence and climate change in Canada. Int J Wildland Fire 19:253–271

    Article  Google Scholar 

  • Yang J, He HS, Shifley SR (2008) Spatial controls of occurrence and spread of wildfires in the missouri ozark highlands. Ecol Appl 18:1212–1225

    Article  Google Scholar 

  • Zedler PH, Seiger LA (2000) Age mosaics and fire size in chaparral: a simulation study. In Keeley JE, Keeley MB, Fotheringham CJ (eds) Second interface between ecology and land development in California, open-file report 00–62. U.S. Geological Survey, Sacramento, pp 9–18

Download references

Acknowledgments

This research was funded by the research program “The influence of urbanization on fire regimes” of the University of Rome “La Sapienza” (C26A12AZPH).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Carlo Ricotta.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ricotta, C., Di Vito, S. Modeling the Landscape Drivers of Fire Recurrence in Sardinia (Italy). Environmental Management 53, 1077–1084 (2014). https://doi.org/10.1007/s00267-014-0269-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00267-014-0269-z

Keywords

Navigation