Argañaraz, J.P.; Radeloff, V.C.; Bar-Massada, A.; Gavier-Pizarro, G.I.; Scavuzzo, C.M.; Bellis, L.M. "Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina" (2017) Journal of Environmental Management. 196:499-510
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Wildfires are a major threat to people and property in Wildland Urban Interface (WUI) communities worldwide, but while the patterns of the WUI in North America, Europe and Oceania have been studied before, this is not the case in Latin America. Our goals were to a) map WUI areas in central Argentina, and b) assess wildfire exposure for WUI communities in relation to historic fires, with special emphasis on large fires and estimated burn probability based on an empirical model. We mapped the WUI in the mountains of central Argentina (810,000 ha), after digitizing the location of 276,700 buildings and deriving vegetation maps from satellite imagery. The areas where houses and wildland vegetation intermingle were classified as Intermix WUI (housing density > 6.17 hu/km2 and wildland vegetation cover > 50%), and the areas where wildland vegetation abuts settlements were classified as Interface WUI (housing density > 6.17 hu/km2, wildland vegetation cover < 50%, but within 600 m of a vegetated patch larger than 5 km2). We generated burn probability maps based on historical fire data from 1999 to 2011; as well as from an empirical model of fire frequency. WUI areas occupied 15% of our study area and contained 144,000 buildings (52%). Most WUI area was Intermix WUI, but most WUI buildings were in the Interface WUI. Our findings suggest that central Argentina has a WUI fire problem. WUI areas included most of the buildings exposed to wildfires and most of the buildings located in areas of higher burn probability. Our findings can help focus fire management activities in areas of higher risk, and ultimately provide support for landscape management and planning aimed at reducing wildfire risk in WUI communities. © 2017 Elsevier Ltd


Documento: Artículo
Título:Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina
Autor:Argañaraz, J.P.; Radeloff, V.C.; Bar-Massada, A.; Gavier-Pizarro, G.I.; Scavuzzo, C.M.; Bellis, L.M.
Filiación:Instituto de Diversidad y Ecología Animal (IDEA), CONICET-UNC and Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Av. Vélez Sarsfield 299, Córdoba, Argentina
SILVIS Lab, Department of Forest and Wildlife Ecology, University of Wisconsin–Madison, 1630 Linden Drive, Madison, WI, United States
Department of Biology and Environment, University of Haifa – Oranim, Kiryat Tivon, Israel
Instituto de Recursos Biológicos (Centro de Investigación en Recursos Naturales, Instituto Nacional de Tecnología Agropecuaria -INTA), De los Reseros y Las Cabañas S/N, HB1712WAA, Hurlingham, Buenos Aires, Argentina
Comisión Nacional de Actividades Espaciales (CONAE), Instituto Gulich, Falda del Carmen, Córdoba, Argentina
Palabras clave:Burn probability; Latin America; Point-based approach; Wildfire exposure; WUI mapping
Página de inicio:499
Página de fin:510
Título revista:Journal of Environmental Management
Título revista abreviado:J. Environ. Manage.


  • Ager, A.A., Vaillant, N.M., Finney, M.A., A comparison of landscape fuel treatment strategies to mitigate wildland fire risk in the urban interface and preserve old forest structure (2010) For. Ecol. Manag, 259, pp. 1556-1570
  • Ager, A.A., Vaillant, N.M., Finney, M.A., Preisler, H.K., Analyzing wildfire exposure and source–sink relationships on a fire prone forest landscape (2012) For. Ecol. Manag, 267, pp. 271-283
  • Alexandre, P.M., Mockrin, M.H., Stewart, S.I., Hammer, R.B., Radeloff, V.C., Rebuilding and new housing development after wildfire (2015) Int. J. Wildland Fire, 24, pp. 138-149
  • Alston, K.P., Richardson, D.M., The roles of habitat features, disturbance, and distance from putative source populations in structuring alien plant invasions at the urban/wildland interface on the Cape Peninsula (2006) South Afr. Biol. Conserv., 132, pp. 183-198
  • Argañaraz, J.P., Gavier Pizarro, G., Zak, M., Bellis, L.M., Fire regime, climate, and vegetation in the Sierras de Córdoba, Argentina (2015) Fire Ecol., 11, pp. 55-73
  • Argañaraz, J.P., Gavier Pizarro, G., Zak, M., Landi, M.A., Bellis, L.M., Human and biophysical drivers of fires in Semiarid Chaco mountains of Central Argentina (2015) Sci. Total Environ., 520, pp. 1-12
  • Bachmann, A., Allgöwer, B., The need for a consistent wildfire risk terminology (2000) Proceedings of the Joint Fire Science Conference and Workshop: Crossing the Millenium: Integrating Spatial Technologies and Ecological Principles for a New Age in Fire Management, pp. 67-77. , L.F. Neuenschwander K.C. Ryan G. Gollberg J.D. Greer University of Idaho Boise Idaho
  • Bar-Massada, A., Radeloff, V.C., Stewart, S.I., Biotic and abiotic effects of human settlements in the Wildland-Urban Interface (2014) BioScience, 64, pp. 429-437
  • Bar-Massada, A., Radeloff, V.C., Stewart, S.I., Allocating fuel breaks to optimally protect structures in the wildland-urban interface (2011) Int. J. Wildland Fire, 20, pp. 59-68
  • Bar-Massada, A., Radeloff, V.C., Stewart, S.I., Hawbaker, T.J., Wildfire risk in the wildland–urban interface: a simulation study in northwestern Wisconsin (2009) For. Ecol. Manag, 258, pp. 1990-1999
  • Bar-Massada, A., Stewart, S.I., Hammer, R.B., Mockrin, M.H., Radeloff, V.C., Using structure locations as a basis for mapping the wildland urban interface (2013) J. Environ. Manage, 128, pp. 540-547
  • Bastarrika, A., Chuvieco, E., Martín, M.P., Mapping burned areas from Landsat TM/ETM+ data with a two-phase algorithm: balancing omission and commission errors (2011) Remote Sens. Environ., 115, pp. 1003-1012
  • BCFS-PNMF, Guía para la prevencion de incendios de interfase en la República Argentina (2002); Bolay, J.C., Rabinovich, A., André de la Porte, C., Interfase urbano-rural en Ecuador: hacia un desarrollo territorial integrado (2004); Bond, W.J., Woodward, F.I., Midgley, G.F., The global distribution of ecosystems in a world without fire (2005) New Phytol., 165, pp. 525-538
  • Caballero, D., Wildland-urban interface fire risk management: WARM project (2008) Proceedings of the Second International Symposium on Fire Economics, Planning, and Policy: a Global View, pp. 473-484. , U.S. Department of Agriculture, Forest Service, Pacific Southwest Research Station Albany, CA
  • Calkin, D.E., Cohen, J.D., Finney, M.A., Thompson, M.P., How risk management can prevent future wildfire disasters in the wildland-urban interface (2014) Proc. Natl. Acad. Sci., 111, pp. 746-751
  • Carmel, Y., Paz, S., Jahashan, F., Shoshany, M., Assessing fire risk using Monte Carlo simulations of fire spread (2009) For. Ecol. Manag, 257, pp. 370-377
  • Castillo Soto, M.E., Molina-Martínez, J.R., Rodríguez y Silva, F., Alvear, G.H.J., A territorial fire vulnerability model for Mediterranean ecosystems in South America (2013) Ecol. Inf., 13, pp. 106-113
  • Cohen, J.D., Preventing disaster: home ignitability in the wildland-urban interface (2000) J. For., 98, pp. 15-21
  • Cova, T.J., Theobald, D.M., Norman, J.B., Siebeneck, L.K., Mapping wildfire evacuation vulnerability in the western US: the limits of infrastructure (2013) GeoJournal, 78, pp. 273-285
  • de Torres Curth, M., Biscayart, C., Ghermandi, L., Pfister, G., Wildland–urban interface fires and socioeconomic conditions: a case study of a Northwestern Patagonia city (2012) Environ. Manage, 49, pp. 876-891
  • Dondo Bühler, M., de Torres Curth, M., Garibaldi, L.A., Demography and socioeconomic vulnerability influence fire occurrence in Bariloche (Argentina) (2013) Landsc. Urban Plan., 110, pp. 64-73
  • Dubinin, M., Luschekina, A., Radeloff, V.C., Climate, livestock, and vegetation: what drives fire increase in the arid ecosystems of Southern Russia? (2011) Ecosystems, 14, pp. 547-562
  • Elia, M., Lafortezza, R., Colangelo, G., Sanesi, G., A streamlined approach for the spatial allocation of fuel removals in wildland–urban interfaces (2014) Landsc. Ecol., 29, pp. 1771-1784
  • Elith, J., Leathwick, J.R., Hastie, T., A working guide to boosted regression trees (2008) J. Anim. Ecol., 77, pp. 802-813
  • Farooq, S., Ahmad, S., Urban sprawl developed around Aligarh City: a study aided by satellite remote sensing and GIS (2008) J. Indian Soc. Remote Sens., 36, pp. 77-88
  • Finney, M.A., The challenge of quantitative risk analysis for wildland fire (2005) For. Ecol. Manag, 211, pp. 97-108
  • Fischer, M.A., Di Bella, C.M., Jobbágy, E.G., Fire patterns in central semiarid Argentina (2012) J. Arid. Environ., 78, pp. 161-168
  • Gavier, G.I., Bucher, E.H., Deforestación de las Sierras Chicas de Córdoba (Argentina) en el período 1970-1997 (2004) Acad. Nac. Cienc. Miscelánea, 101, pp. 1-27
  • Gavier-Pizarro, G.I., Kuemmerle, T., Hoyos, L.E., Stewart, S.I., Huebner, C.D., Keuler, N.S., Radeloff, V.C., Monitoring the invasion of an exotic tree (Ligustrum lucidum) from 1983 to 2006 with Landsat TM/ETM+ satellite data and Support Vector Machines in Córdoba, Argentina (2012) Remote Sens. Environ., 122, pp. 134-145
  • Ghermandi, L., Beletzky, N.A., de Torres Curth, M.I., Oddi, F.J., From leaves to landscape: a multiscale approach to assess fire hazard in wildland-urban interface areas (2016) J. Environ. Manage, 183, pp. 925-937
  • Gill, A.M., Stephens, S.L., Scientific and social challenges for the management of fire-prone wildland–urban interfaces (2009) Environ. Res. Lett., 4, p. 34014
  • Giorgis, M., Caracterización florística y estructural del Bosque Chaqueño Serrano (Córdoba) en relación a gradientes ambientales y de uso (2011), Universidad Nacional de Córdoba Córdoba, Argentina; Giorgis, M.A., Cingolani, A.M., Cabido, M., El efecto del fuego y las características topográficas sobre la vegetación y las propiedades del suelo en la zona de transición entre bosques y pastizales de las sierras de Córdoba, Argentina (2013) Bol. Soc. Argent. Botánica, 48, pp. 493-513
  • González-Cabán, A., Hallazgos y conclusiones del Segundo Simposio Internacional sobre políticas, planificación, y economía de los programas de protección contra incendios forestales: una visión global (2004), Presented at the Segundo Simposio Internacional sobre políticas, planificación y economía de los programas de protección contra incendios forestales: una visión global, Córdoba, España; Gutman, G., Byrnes, R., Masek, J., Covington, S., Justice, C., Franks, S., Headley, R., Towards monitoring land cover and land-use changes at a global scale: the Global Land Survey 2005 (2008) Photogramm. Eng. Remote Sens., 74, pp. 6-10
  • Haas, J.R., Calkin, D.E., Thompson, M.P., A national approach for integrating wildfire simulation modeling into Wildland Urban Interface risk assessments within the United States (2013) Landsc. Urban Plan., 119, pp. 44-53
  • Haight, R.G., Cleland, D.T., Hammer, R.B., Radeloff, V.C., Rupp, T.S., Assessing fire risk in the wildland-urban interface (2004) J. For., 102, pp. 41-48
  • Hammer, R.B., Radeloff, V.C., Fried, J.S., Stewart, S.I., Wildland–urban interface housing growth during the 1990s in California, Oregon, and Washington (2007) Int. J. Wildland Fire, 16, pp. 255-265
  • Hantson, S., Pueyo, S., Chuvieco, E., Global fire size distribution is driven by human impact and climate (2015) Glob. Ecol. Biogeogr., 24, pp. 77-86
  • Hardy, C.C., Schmidt, K.M., Menakis, J.P., Sampson, R.N., Spatial data for national fire planning and fuel management (2001) Int. J. Wildland Fire, 10, pp. 353-372
  • Hawbaker, T.J., Radeloff, V.C., Stewart, S.I., Hammer, R.B., Keuler, N.S., Clayton, M.K., Human and biophysical influences on fire occurrence in the United States (2013) Ecol. Appl., 23, pp. 565-582
  • Herrero-Corral, G., Jappiot, M., Bouillon, C., Long-Fournel, M., Application of a geographical assessment method for the characterization of wildland–urban interfaces in the context of wildfire prevention: a case study in western Madrid (2012) Appl. Geogr., 35, pp. 60-70
  • Jaureguiberry, P., Bertone, G., Díaz, S., Device for the standard measurement of shoot flammability in the field (2011) Austral Ecol., 36, pp. 821-829
  • Keeley, J.E., Fotheringham, C.J., Morais, M., Reexamining fire suppression impacts on brushland fire regimes (1999) Science, 284, pp. 1829-1832
  • Lampin-Maillet, C., Jappiot, M., Long, M., Bouillon, C., Morge, D., Ferrier, J.-P., Mapping wildland-urban interfaces at large scales integrating housing density and vegetation aggregation for fire prevention in the South of France (2010) J. Environ. Manage, 91, pp. 732-741
  • Lampin-Maillet, C., Jappiot, M., Long, M., Morge, D., Ferrier, J.-P., Characterization and mapping of dwelling types for forest fire prevention (2009) Comput. Environ. Urban Syst., 33, pp. 224-232
  • Lampin-Maillet, C., Long-Fournel, M., Ganteaume, A., Jappiot, M., Ferrier, J.P., Land cover analysis in wildland–urban interfaces according to wildfire risk: a case study in the South of France (2011) For. Ecol. Manag., 261, pp. 2200-2213. , The FIRE PARADOX project: Understanding fire ecology and implications for management
  • Lowell, K., Shamir, R., Siqueira, A., White, J., O'Connor, A., Butcher, G., Garvey, M., Niven, M., Assessing the capabilities of geospatial data to map built structures and evaluate their bushfire threat (2009) Int. J. Wildland Fire, 18, pp. 1010-1020
  • Makita, K., Fèvre, E.M., Waiswa, C., Bronsvoort, M.D.C., Eisler, M.C., Welburn, S.C., Population-dynamics focussed rapid rural mapping and characterisation of the peri-urban interface of Kampala, Uganda (2010) Land Use Policy, 27, pp. 888-897
  • Mell, W.E., Manzello, S.L., Maranghides, A., Butry, D., Rehm, R.G., The wildland–urban interface fire problem – current approaches and research needs (2010) Int. J. Wildland Fire, 19, p. 238
  • Miller, C., Ager, A.A., A review of recent advances in risk analysis for wildfire management (2013) Int. J. Wildland Fire, 22, p. 1
  • Mitsopoulos, I., Mallinis, G., Arianoutsou, M., Wildfire risk assessment in a typical mediterranean wildland–urban interface of Greece (2014) Environ. Manage, pp. 1-16
  • Morgan, P., Hardy, C.C., Swetnam, T.W., Rollins, M.G., Long, D.G., Mapping fire regimes across time and space: understanding coarse and fine-scale fire patterns (2001) Int. J. Wildland Fire, 10, pp. 329-342
  • Openshaw, S., (1984) The Modifiable Areal Unit Problem, Concepts and Techniques in Modern Geography, 38. , GeoBooks Norwich, UK
  • Pauchard, A., Aguayo, M., Peña, E., Urrutia, R., Multiple effects of urbanization on the biodiversity of developing countries: the case of a fast-growing metropolitan area (Concepción, Chile) (2006) Biol. Conserv., 127, pp. 272-281
  • R Core Team, R: a Language and Environment for Statistical Computing (2016), R Foundation for Statistical Computing Vienna, Austria; Radeloff, V.C., Hammer, R.B., Stewart, S.I., Fried, J.S., Holcomb, S.S., McKeefry, J.F., The wildland-urban interface in the United States (2005) Ecol. Appl., 15, pp. 799-805
  • Romero-Calcerrada, R., Novillo, C.J., Millington, J.D.A., Gomez-Jimenez, I., GIS analysis of spatial patterns of human-caused wildfire ignition risk in the SW of Madrid (Central Spain) (2008) Landsc. Ecol., 23, pp. 341-354
  • Salis, M., Ager, A.A., Arca, B., Finney, M.A., Bacciu, V., Duce, P., Spano, D., Assessing exposure of human and ecological values to wildfire in Sardinia, Italy (2013) Int. J. Wildland Fire, 22, p. 549
  • Sánchez-Guisández, M., Cui, W., Martell, D.L., FireSmart strategies for wildland urban interface landscapes (2002) Proceedings, IV International Conference on Forest Fire Research, Luso, Coimbra, Portugal, pp. 121-130. , Millpress Rotterdam
  • Schoennagel, T., Nelson, C.R., Theobald, D.M., Carnwath, G.C., Chapman, T.B., Implementation of National Fire Plan treatments near the wildland–urban interface in the western United States (2009) Proc. Natl. Acad. Sci., 106, pp. 10706-10711
  • Scott, J.H., Thompson, M.P., Calkin, D.E., A Wildfire Risk Assessment Framework for Land and Resource Management (2013), (No. General Technical Report RMRS-GTR-315) USDA Forest Service Rocky Mountain Research Station; Secretaría de Ambiente y Desarrollo Sustentable, Estadística de incendios forestales (2001), Ministerio de Ambiente y Desarrollo Sustentable de la República Argentina; Silva, J.S., Rego, F., Fernandes, P., Rigolot, E., Towards Integrated Fire Management: Outcomes of the European Project Fire Paradox (2010), European Forest Institute; Simon, D., Urban environments: issues on the peri-urban fringe (2008) Annu. Rev. Environ. Resour., 33, pp. 167-185
  • Stewart, S.I., Radeloff, V.C., Hammer, R.B., Hawbaker, T.J., Defining the wildland–urban interface (2007) J. For., 105, pp. 201-207
  • Syphard, A.D., Keeley, J.E., Massada, A.B., Brennan, T.J., Radeloff, V.C., Housing arrangement and location determine the likelihood of housing loss due to wildfire (2012) PLoS ONE, 7, p. e33954
  • Syphard, A.D., Radeloff, V.C., Hawbaker, T.J., Stewart, S.I., Conservation threats due to human-caused increases in fire frequency in mediterranean-climate ecosystems (2009) Conserv. Biol., 23, pp. 758-769
  • Zacharias, G.C., de Andrade, R.M.T., Adaptive management of forest fires in periurban areas in the Federal District, Brazil: a case study from the Urubu Valley Rural Community (2013) Proceedings of the Fourth International Symposium on Fire Economics, Planning, and Policy: Climate Change and Wildfires. Gen. Tech.Rep. PSW-GTR-245, pp. 246-255. , A. González-Cabán U.S. Department of Agriculture, Forest Service, Pacific Southwest Research Station Albany, CA
  • Zak, M.R., Cabido, M., Spatial patterns of the Chaco vegetation of central Argentina: integration of remote sensing and phytosociology (2002) Appl. Veg. Sci., 5, pp. 213-226


---------- APA ----------
Argañaraz, J.P., Radeloff, V.C., Bar-Massada, A., Gavier-Pizarro, G.I., Scavuzzo, C.M. & Bellis, L.M. (2017) . Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina. Journal of Environmental Management, 196, 499-510.
---------- CHICAGO ----------
Argañaraz, J.P., Radeloff, V.C., Bar-Massada, A., Gavier-Pizarro, G.I., Scavuzzo, C.M., Bellis, L.M. "Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina" . Journal of Environmental Management 196 (2017) : 499-510.
---------- MLA ----------
Argañaraz, J.P., Radeloff, V.C., Bar-Massada, A., Gavier-Pizarro, G.I., Scavuzzo, C.M., Bellis, L.M. "Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina" . Journal of Environmental Management, vol. 196, 2017, pp. 499-510.
---------- VANCOUVER ----------
Argañaraz, J.P., Radeloff, V.C., Bar-Massada, A., Gavier-Pizarro, G.I., Scavuzzo, C.M., Bellis, L.M. Assessing wildfire exposure in the Wildland-Urban Interface area of the mountains of central Argentina. J. Environ. Manage. 2017;196:499-510.