Abstract
We evaluated the spatiotemporal changes in wildfire regime and exposure in a fire-prone Mediterranean area (Sardinia, Italy) in relation to changes in ignition patterns, weather, suppression activities, and land uses. We also used wildfire simulations to identify fine-scale changes in wildfire exposure of important features on the island. Sardinia experienced a sharp reduction in fire number and area burned between the periods 1980–1994 and 1995–2009. Despite this decrease, losses and fatalities from wildfires continue. This suggests that localized areas and seasons of high wildfire risk persist on the island. Our analysis showed (1) a reduction in area burned (60,000–20,000 ha/year) and ignitions (3,700–2,600 fires/year), (2) an advance of 15 days for the fire season peak, (3) an increase in spring temperatures, and (4) an increase in fire exposure for WUI areas. Little change was noted for land use types and associated fuels. Most likely the reduction in fire activity may be due to a combination of social factors and suppression capabilities. On the other hand, simulation modeling suggested pockets of high wildfire exposure in specific places. The combined empirical analyses and simulation modeling provided a robust approach to understanding the spatiotemporal dynamics of wildfire risk on the island.
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References
Abatzoglou JT, Kolden CA (2011) Relative importance of weather and climate on wildfire growth in interior Alaska. Int J Wildland Fire 20(4):479–486
Ager AA, Finney MA, Kerns BK, Maffei H (2007) Modeling wildfire risk to northern spotted owl (Strix occidentalis caurina) habitat in Central Oregon, USA. For Ecol Manage 246:45–56
Ager AA, Finney MA, McMahan A (2010a) Measuring the effect of fuel treatments on forest carbon using landscape risk analysis. Nat Hazard Earth Syst Sci 10:2515–2526
Ager AA, Vaillant NM, Finney MA (2010b) A comparison of landscape fuel treatment strategies to mitigate wildland fire risk in the urban interface and preserve old forest structure. For Ecol Manage 259:1556–1570
Ager AA, Vaillant N, Finney MA (2011) Application of fire behavior models and geographic information systems for wildfire risk assessment and fuel management planning. J Combust. doi:10.1155/2011/572452
Anderson HE (1982) Aids to determining fuel models for estimating fire behaviour. USDA Forest Service, Intermountain Forest and Range Experiment Station, General Technical Report INT-GTR-122
Andrews PL, Finney MA, Fischetti M (2007) Predicting wildfires. Sci Am August, 47–55
Arca B, Duce P, Laconi M, Pellizzaro G, Salis M, Spano D (2007) Evaluation of FARSITE simulator in Mediterranean maquis. Int J Wildland Fire 16:563–572
Arca B, Bacciu V, Pellizzaro G, Salis M, Ventura A, Duce P, Spano D, Brundu G (2009) Fuel model mapping by IKONOS imagery to support spatially explicit fire simulators. In ‘7th international workshop on advances in remote sensing and GIS applications in forest fire management towards an operational use of remote sensing in forest fire management.’ (Matera, Italy)
Badia A, Pallarès-Barberà M (2006) Spatial distribution of ignitions in Mediterranean periurban and rural areas: the case of Catalonia. Int J Wildland Fire 15:187–196
Badia A, Saurì D, Cerdan R, Llurdés J-C (2002) Causality and management of forest fires in Mediterranean environments: an example from Catalonia. Environ Hazards 4:23–32
Baeza MJ, De Luis M, Raventos J, Escarré A (2002) Factors influencing fire behaviour in shrublands of different stand ages and the implications for using prescribed burning to reduce wildfire risk. J Environ Manage 65:199–208. doi:10.1006/JEMA2002.0545
Bodini A, Entrade E, Cossu QA, Fiorucci P, Biondi G (2012) Analysis of climatic conditions influencing wildfire static risk in Sardinia and Liguria (Italy). In: Spano D, Bacciu V, Salis M, Sirca C (eds.) Modelling fire behaviour and risk, pp. 63–69, ISBN 978-88-904409-7-7. Nuova Stampacolor, Muros (SS)—Italy. Available at: http://desa.uniss.it/Modelling%20Fire%20Behaviour%20and%20Risk.pdf
Bond WJ, Woodward FI, Midgley GF (2005) The global distribution of ecosystems in a world without fire. New Phyt 165:525–538
Bonet A, Pausas JG (2007) Old field dynamics on the dry side of the Mediterranean Basin: patterns and processes in semiarid SE Spain. In: Cramer VA, Hobbs RJ (eds) Old fields dynamics and restoration of abandoned farmland. Island Press, Washington, DC, pp 247–264
Boni C (2004) Il fenomeno degli incendi in Sardegna. In: Proceedings of the conference incendi boschivi e rurali in Sardegna—Dall’analisi delle cause alle proposte di intervento, pp. 9–17. Cagliari, 14-15 May 2004. Available at: http://www.regione.sardegna.it/documenti/1_39_20050927125327.pdf
Bridge S, Miyanishi K, Johnson E (2005) A critical evaluation of fire suppression effects in the boreal forest of Ontario. Forest Sci 51:41–50
Brotons L, Aquilué N, de Cáceres M, Fortin M-J, Fall A (2013) How fire history, fire suppression practices and climate change affect wildfire regimes in Mediterranean landscapes. PLoS One 8(5):e62392. doi:10.1371/journal.pone.0062392
Brown TJ, Hall BL, Westerling AL (2004) The impact of twenty-first century climate change on wildland fire danger in the western United States: an applications perspective. Clim Change 62:365–388
Caballero D, Beltrán I, Velasco A (2007) Forest fires and wildland-urban interface in Spain: types and risk distribution. In: Proceedings of the IV international wildfire conference, May 13–17, 2007. Seville, Spain
Camia A, Amatulli G (2009) Weather factors and fire danger in the Mediterranean. In: Chuvieco E (ed) Earth observation of wildland fires in Mediterranean ecosystems. Springer, Berlin, pp 71–82
Camia A, Amatulli G, San-Miguel-Ayanz J (2008) Forest fires and climate in southern Europe: preliminary analysis of current trends. EUR technical report (EUR 25853)
Cardil A, Molina DM, Ramirez J, Vega-García C (2013) Trends in adverse weather patterns and large wildland fires in Aragón (NE Spain) from 1978 to 2010. Nat Hazards Earth Syst Sci 13:1393–1399. doi:10.5194/nhess-13-1393-2013
Carmel Y, Paz S, Jahashan F, Shoshany M (2009) Assessing fire risk using Monte Carlo simulations of fire spread. For Ecol Manage 257:370–377
Carmona-Moreno C, Belward A, Malingreau J-P, Hartley A, Garcia-Alegre M, Antonovskiy M, Buchshtaber V, Pivovarov V (2005) Characterizing interannual variations in global fire calendar using data from Earth observing satellites. Glob Chang Biol 11:1537–1555
Carvalho A, Flannigan M, Logan K, Gowman L, Miranda A, Borrego C (2010) The impact of spatial resolution on area burned and fire occurrence projections in Portugal under climate change. Clim Change 98:177–197
Castellnou M, Miralles M (2009) The great fire changes in the Mediterranean—the example of Catalonia, Spain. Crisis Response 5:56–57
Castellnou M, Kraus D, Miralles M (2010) Prescribed burning and suppression fire techniques: from fuel to landscape management. In: Montiel C and Kraus D (ed.), Best practices of fire use-prescribed burning and suppression fire programmes in selected case-study regions in Europe
CFS (2010) Incendi boschivi: 2010. 121 pp. http://www3.corpoforestale.it/flex/cm/pages/ServeBLOB.php/L/IT/IDPagina/3888
Chessa PA, Delitala A (1997) Il clima della Sardegna. In: Milella A (ed) ‘Collana Note Tecniche di Agrometeorologia per la Sardegna’ (Chiarella: Sassari)
Chuvieco E, Aguado I, Yebra M, Nieto H, Salas J, Martin MP, Vilar L, Martinez J, Martı′n S, Ibarra P, de la Riva J, Baeza J, Rodriguez F, Molina JR, Herrera MA, Zamora R (2010) Development of a framework for fire risk assessment using remote sensing and geographic information system technologies. Ecol Model 221:46–58. doi:10.1016/J.ECOLMODEL.2008.11.017
Cumming SG (2005) Effective fire suppression in boreal forests. Can J For Res 35:772–786. doi:10.1139/x04-174
De Luis M, Baeza MJ, Raventós J, Gonzáles-Hidalgo JC (2004) Fuel characteristics and fire behaviour in mature Mediterranenan gorse shrublands. Int J Wildland Fire 13:79–87. doi:10.1071/WF03005
Dimitrakopoulos AP (2002) Mediterranean fuel models and potential fire behavior in Greece. Int J Wildland Fire 11:127–130. doi:10.1071/WF02018
EEA (2002) Corine land cover update 2000—Technical guidelines. European Environment Agency, Technical Report 89. (European Environment Agency: Copenhagen). Available at http://reports.eea.europa.eu/technical_report_2002_89/en
FAO (2007) Fire management—Global assessment 2006. FAO Forestry Paper No. 151, Rome. Available at ftp://ftp.fao.org/docrep/fao/009/a0969e/a0969e00.pdf
Fernandes PM (2001) Fire spread prediction in shrub fuels in Portugal. For Ecol Manage 144:67–74. doi:10.1016/S0378-1127(00)00363-7
Finney MA (2002) Fire growth using minimum travel time methods. Can J For Res 32:1420–1424
Finney MA (2006) An overview of FlamMap fire modeling capabilities. In ‘Fuels Management-How to Measure Success: Conference Proceedings’, 28–30 March, Portland, OR. (Comp PL Andrews, BW Butler), USDA Forest Service, Rocky Mountain Research Station Proceedings RMRS-P-41, pp. 213–220
Finney MA, Grenfell IC, McHugh CW (2009) Modeling large fire containment using generalized linear mixed model analysis. Forest Sci 55:249–255
Finney MA, McHugh CW, Grenfell IC, Riley KL, Short KC (2011) A simulation of probabilistic wildfire risk components for the continental United States. Stoch Environ Res Risk Assess 25:973–1000
FPA (Fire Program Analysis) (2010) <http://www.fpa.nifc.gov/Library/Papers/index.html>
Gonzalez-Olabarria JR, Brotons L, Gritten D, Tudela A, Teres JA (2012) Identifying location and causality of fire ignition hotspots in a Mediterranean region. Int J Wildland Fire, http://dx.doi.org/10.1071/WF11039
INFC (2005) Inventario Nazionale delle Foreste e dei Serbatoi Forestali di Carbonio. Ministero delle Politiche Agricole Alimentari e Forestali, Ispettorato Generale—Corpo Forestale dello Stato. CRA—Istituto Sperimentale per l’Assestamento Forestale e per l’Alpicoltura
Keeley JE, Zedler PH (2009) Large, high intensity fire events in southern California shrublands: debunking the fine-grained age-patch model. Ecol Appl 19:69–94
Keeley JE, Fotheringham C, Morais M (1999) Reexamining fire suppression impacts on brushland fire regimes. Science 284:1829–1832
Koutsias N, Martínez-Fernández J, Allgower B (2010) Do factors causing wildfires vary in space? Evidence from geographically weighted regression. GIsci Remote Sens 47:221–240
Koutsias N, Xanthopoulos G, Founda D, Xystrakis F, Nioti F, Pleniou M, Mallinis G (2012) On the relationships between forest fires and weather conditions in Greece from long-term 20 national observations (1894–2010). Int J Wildland Fire. doi:10.1071/WF12003
Lampin-Maillet C, Mantzavelas A, Galiana L, Jappiot M, Long M, Herrero G, Karlsson O, Apostolopoulou I, Lazaridou T, Partozis T (2010) Wildland urban interfaces, fire behaviour and vulnerability: characterization, mapping and assessment. Research Report—European Forest Institute (EFI). 23:71–92. (http://www.eufirelab.org/toolbox2/library/upload/2694.pdf)
Lazaro A (2010) Development of prescribed burning and suppression fire in Europe. In: Montiel C, Krauss D (eds)“Best practices of fire use—Prescribed burning and suppression fire programmes in selected case-study regions in Europe”. Research Report 24, European Forest Research Institute, pp. 17–31
Lebourgeois F, Granier A, Breda N (2001) Une analyse des changements climatiques régionaux en France entre 1956 et 1997. Réflexions en terme de conséquences pour les écosystems forestiers. Ann For Sci 58:733–754
Littell JS, McKenzie D, Peterson DL, Westerling AL (2009) Climate and wildfire area burned in western U.S. ecoprovinces, 1916–2003. Ecol Appl 19:1003–1021
Lloret F, Marí G (2001) A comparison of the medieval and the current fire regimes in managed pine forests of Catalonia (NE Spain). For Ecol Manage 141:155–163
Marques S, Borges JG, Garcia-Gonzalo J, Moreira F, Carreiras JMB, Oliveira MM, Cantarinha A, Botequim B, Pereira JMC (2011) Characterization of wildfires in Portugal. Eur J For Res 130:775–784
Martinez J, Vega-Garcia C, Chuvieco E (2009) Human-caused wildfire risk rating for prevention planning in Spain. J Environ Manage 90:1241–1252
MMA (2007) Los incendios forestales en Espana. Decenio 1996–2005. Area de Defensa Contra Incendios Forestales. Ministerio de Medio Ambiente, Madrid, pp. 106
Molina MJ, Sanroque P (1996) Impact of forest fires on desertification processes: a review in relation to soil eroditibility. In: Rubio J, Calvo A (eds) Soil degradation and desertification in mediterranean environments. Geoforma Ediciones, Logroño, pp 145–163
Moreira F, Rego FC, Godinho-Ferreira P (2001) Temporal (1958–1995) pattern of change in a cultural landscape of northwestern Portugal: implications for fire occurrence. Landscape Ecol 16(6):557–567
Moreira F, Viedma O, Arianoutsou M, Curt T, Koutsias N, Rigolot E, 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 Manage 92:2389–2402
Moreno JM, Vázquez A, Vélez R (1998) Recent history of forest fires in Spain. In: Moreno JM (ed) Large forest fires. Backhuys Publishers, Leiden, pp 159–185
Oliveras I, Gracia M, Moré G, Retana J (2009) Factors influencing the pattern of fire severities in a large wildfire under extreme meteorological conditions in the Mediterranean Basin. Int J Wildland Fire 18:755–764
Pausas JG (2004) Changes in fire and climate in the eastern Iberian peninsula (Mediterranean Basin). Clim Change 63:337–350
Pausas JG, Fernández-Muñoz S (2012) Fire regime changes in the Western Mediterranean Basin: from fuel-limited to drought-driven fire regime. Clim Change 110:215–226
Pausas JG, Keeley JE (2009) A burning story: the role of fire in the history of life. Bioscience 59:593–601
Pausas JG, Llovet J, Rodrigo A, Vallejo R (2008) Are wildfires a disaster in the Mediterranean Basin?—a review. Int J Wildland Fire 17:713–723
Pechony O, Shindell DT (2010) Driving forces of global wildfires over the past millennium and the forthcoming century. Proc Natl Acad Sci 107:19167–19170. doi:10.1073/pnas.1003669107
Pellizzaro G, Cesaraccio C, Asunis C, Caria C (2003) Analysis of fuel type and vegetation structure for fire risk index development. In: Proceedings 5th symposium on fire and forest meteorology and ‘2nd international wildland fire ecology and fire management congress’. 16–20 November 2003, Orlando, FL. P1.9. (CDROM) (American Meteorological Society: Boston, MA) Available at http://ams.confex.com/ams/FIRE2003/techprogram/paper_67131.htm
Pellizzaro G, Ventura A, Zara P (2005) Influence of seasonal weather variations on fuel status for some shrubs typical of Mediterranean Basin. In: Proceedings 6th fire and forest meteorology symposium and ‘19th Interior West Fire Council Meeting’. 24–27 October 2005, Canmore, AB, Canada. P1.16. (CD-ROM) (American Meteorological Society: Boston, MA) Available at http://ams.confex.com/ams/6FireJoint/techprogram/paper_97607.htm
Pellizzaro G, Duce P, Ventura A, Zara P (2007) Seasonal variations of live moisture content and ignitability in shrubs of the Mediterranean Basin. Int J Wildland Fire 16:633–641. doi:10.1071/WF05088
Pereira MG, Trigo RM, DaCamara CC, Pereira JMC, Leite SM (2005) Synoptic patterns associated with large summer forest fires in Portugal. Agric For Meteorol 129:11–25. doi:10.1016/J.AGRFORMET.2004.12.007
Pinol J, Terradas J, Lloret F (1998) Climate warming, wildfire hazard, and wildfire occurrence in coastal eastern Spain. Clim Change 38:345–357
Preisler HK, Westerling AL, Gebert KM, Munozarriola F, Holmes TP (2011) Spatially explicit forecasts of large wildland fire probability and suppression costs for California. Int J Wildland Fire 20:508–517
Pulina G, D’Angelo M, Enne G (1999) Agropastoralism and fires in the Mediterranean. Rela Report n. 200, Reykjavik (Iceland): 35–40. http://www.rala.is/rade/ralareport/pulina.pdf
Pyne SJ, Andrews P, Laven RD (1996) Introduction to wildland fire, 2nd edn. Wiley, New York
Richards GD (1990) An elliptical growth model of forest fire fronts and its numerical solution. Int J Numer Methods Eng 30:1163–1179
Romero-Calcerrada R, Novillo JC, Millington JDA, Gomez-Jimenez I (2010) GIS analysis of spatial patterns of human-caused wildfire ignition risk in the SW of Madrid (Central Spain). Landscape Ecol 23:341–354
Rothermel RC (1972) A mathematical model for predicting fire spread in wildland fuels. USDA forest service research paper, INT-115. Intermountain Forest and Range Experiment Station, Ogden, UT
Salis M (2008) Fire behaviour simulation in Mediterranean maquis using FARSITE (Fire Area Simulator). Tesi di dottorato. Università degli Studi di Sassari. Available at http://eprints.uniss.it/23/
Salis M, Ager AA, Arca B, Finney MA, Bacciu V, Duce P, Spano D (2012a) Assessing exposure of human and ecological values to wildfire in Sardinia, Italy. International Journal of Wildland Fire, http://dx.doi.org/10.1071/WF11060
Salis M, Diana G, Casula F, Farris G, Farris O, Licheri F, Musina G, Orotelli S, Peluffo L, Pirisi AM, Bacciu V, Fois C, Sirca C, Spano D (2012b). Potential effects of prescribed burning and tactical fires on fire risk mitigation. In: Spano D, Bacciu V, Salis M, Sirca C (eds.) Modelling fire behaviour and risk, pp. 174–180, ISBN 978-88-904409-7-7. Nuova Stampacolor, Muros (SS)—Italy. Available at: http://desa.uniss.it/Modelling%20Fire%20Behaviour%20and%20Risk.pdf
Salis M, Mavuli S, Falchi S, Piga A, Desole G, Montesu GP, Spano D (2012c). Extreme wildfire spread and behavior: a case study from North Sardinia. In: Spano D, Bacciu V, Salis M, Sirca C (eds.) Modelling fire behaviour and risk, pp. 138–144. ISBN: 978-88-904409-7-7. Nuova Stampacolor, Muros (SS)—Italy. Available at: http://desa.uniss.it/Modelling%20Fire%20Behaviour%20and%20Risk.pdf
San Miguel J, Moreno JM, Camia A (2013) Analysis of large fires in European Mediterranean landscapes: lessons learnt and perspectives. For Ecol Manage. doi:10.1016j.foreco.2012.10.050
Sardegna R (1976). Piano Regionale di Difesa Antincendi (Legge 1-3-1975 n.47)
Sardegna R (2011) Progetto esecutivo di interventi per la prevenzione e la mitigazione del rischio da incendi boschivi per la Sardegna—aree limitrofe ad esposti vulnerabili critici. Deliverable PR6.2.4, Progetto Italia-Francia Marittimo (http://www.proterina-c.eu/prodotti/PR624_6210.pdf)
Sardegna R (2012) Laboratorio Pilota in Sardegna. Deliverable PR6.2.7, Progetto Itlia-Francia Marittimo (http://www.proterina-c.eu/prodotti/PR627.pdf)
Schmuck G, San-Miguel-Ayanz J, Camia A, Durrant T, Santos de Oliveira S, Boca R, Whitmore C, Giovando C, Libertà G, Corti P (2011) Forest fires in Europe 2010. EUR 24910 EN, JRC 66167, JRC Scientific and technical reports, Ispra, Italy. http://forest.jrc.ec.europa.eu/media/cms_page_media/9/forest-firesin-europe-2010.pdf
Schoennagel T, Smithwick EA, Turner MG (2008) Landscape heterogeneity following large fires: insights from Yellowstone National Park, USA. Int J Wildland Fire 17:742–753
Scott JH (2006) An analytical framework for quantifying wildland fire risk and fuel treatment benefit. In: Andrews, PL, Butler BW (Comps), Fuels management-how to measure success: conference proceedings, March 28–30, Portland, OR. USDA Forest Service, Rocky Mountain Research Station Proceedings RMRS-P-41, pp. 169–184
Scott JH, Burgan R (2005) Standard fire behavior fuel models: a comprehensive set for use with Rothermel’s Surface Fire Spread Model. USDA Forest Service, Rocky Mountain Research Station, RMRS-GTR-153. (Fort Collins, CO)
Stephens SL, Ruth LW (2005) Federal forest fire policy in the United States. Ecol Appl 15:532–542
Susmel L (1974) Studio di pianificazione antincendio per la Regione Autonoma della Sardegna. Regione Autonoma della Sardegna, Cagliari
Terradas J, Pinol J, Lloret F (1998) Risk factors in wildfires along the Mediterranean Iberian Peninsula. In: Traboud L (ed) Fire management and landscape ecology. International Association of Wildland Fire, Fairfield, Washington, pp 297–304
Thompson MP, Calkin DE, Finney MA, Ager AA, Gilbertson-Day JW (2011) Integrated national-scale assessment of wildfire risk to human and ecological values. Stoch Environ Res Risk Assess. doi:10.1007/s00477-011-0461-0
Thompson MP, Ager AA, Finney MA, Calkin DE, Vaillant NM (2012a) The science and opportunity of wildfire risk assessment (Chapter 6). In: Luo Yuzhou (ed) Novel approaches and their applications in risk assessment. InTech, New York, NY, pp 99–120
Thompson MP, Calkin DE, Finney MA, Gebert KM, Hand MS (2012b) A risk-based approach to wildland fire budgetary planning. For Sci 59:63–77
Tutiempo Network SL (2012) Clima en Italia. http://www.tutiempo.net/clima/Italia/IT.html
Velez R (2000) La defensa contra incendios forestales: fundamentos y experiencias. McGraw-Hill, Madrid
Velez R (2002) Causes of forest fires in the Mediterranean Basin. In: Arbez M, Birot Y, Carnus JM (eds) Risk management and sustainable forestry. EFI Proceedings 42. European Forest Institute. pp 35–42
Velez R (2010) Prescribed burning for improved grazing and social fire prevention: the spanish EPRIF programme. In: Montiel C, Krauss D (eds) Best practices of fire use—prescribed burning and suppression fire programs in selected case-study regions in Europe. Research Report 24, European Forest Institute, Joensuu, Finland, pp. 117–122
Verde JC, Zezere JL (2010) Assessment and validation of wildfire susceptibility and hazard in Portugal. Nat Hazard Earth Syst Sci 10:485–497
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
Viegas DX (2004) High mortality. Wildfire 13:22–26
Viegas DX, Viegas MT (1994) A relationship between rainfall and burned area for Portugal. Int J Wildland Fire 4:11–16
Westerling AL, Bryant BP (2008) Climate change and wildfire in California. Clim Change 87:231–249. doi:10.1007/s10584-007-9363-z
Westerling AL, Hidalgo H, Cayan DR, Swetnam T (2006) Warming and earlier spring increases western US forest wildfire activity. Science 313:940–943
Xanthopoulos G (2007) Olympic flames. Wildfire 16:10–18
Xystrakis F, Kallimanis AS, Dimopoulos P, Halley JM, Koutsias N (2013). Precipitation dominates fire occurrence in Greece (1900–2010) Nat Hazards Earth Syst Sci 1:693–720 www.nat-hazards-earth-syst-sci-discuss.net/1/693/2013/ doi:10.5194/nhessd-1-693-2013
Acknowledgments
The authors would like to thank the Forest Service of Sardinia for collaborating in this study. This work was partially funded by the GEMINA Project—MIUR/MATTM n. 232/2011, by the FUME Project—FP7/2007-2013, Grant Agreement 243888, and by the Project “Modeling approach to evaluate fire risk and mitigation planning actions” (P.O.R. SARDEGNA F.S.E. 2007-2013, Asse IV Capitale umano, Linea di Attività l.3.1).
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Salis, M., Ager, A.A., Finney, M.A. et al. Analyzing spatiotemporal changes in wildfire regime and exposure across a Mediterranean fire-prone area. Nat Hazards 71, 1389–1418 (2014). https://doi.org/10.1007/s11069-013-0951-0
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DOI: https://doi.org/10.1007/s11069-013-0951-0