The relationship between landscape patterns and human-caused fire occurrence in Spain

Aim of study: Human settlements and activities have completely modified landscape structure in the Mediterranean region. Vegetation patterns show the interactions between human activities and natural processes on the territory, and allow understanding historical ecological processes and socioeconomic factors. The arrangement of land uses in the rural landscape can be perceived as a proxy for human activities that often lead to the use, and escape, of fire, the most important disturbance in our forest landscapes. In this context, we tried to predict human-caused fire occurrence in a 5-year period by quantifying landscape patterns. Area of study: This study analyses the Spanish territory included in the Iberian Peninsula and Balearic Islands (497,166 km 2 ). Material and Methods : We evaluated spatial pattern applying a set of commonly used landscape ecology metrics to landscape windows of 10x10 sq km (4751 units in the UTM grid) overlaid on the Forest Map of Spain, MFE200. Main results : The best logistic regression model obtained included Shannon’s Diversity Index, Mean Patch Edge and Mean Shape Index as explicative variables and the global percentage of correct predictions was 66.3 %. Research highlights : Our results suggested that the highest probability of fire occurrence at that time was associated with areas with a greater diversity of land uses and with more compact patches with fewer edges. Keywords: human-caused wildfires; landscape ecology; logistic regression.

[1]  P. White,et al.  The Ecology of Natural Disturbance and Patch Dynamics , 1986 .

[2]  Xavier Pons,et al.  Spatial patterns of fire occurrence in Catalonia, NE, Spain , 2004, Landscape Ecology.

[3]  Cristina Vega-García,et al.  Pastoral wildfires in the Mediterranean: understanding their linkages to land cover patterns in managed landscapes. , 2012, Journal of environmental management.

[4]  L. V. D. Hoyo,et al.  Empleo de técnicas de regresión logística para la obtención de modelos de riesgo humano de incendio forestal a escala regional , 2008 .

[5]  Juli G. Pausas,et al.  Mediterranean vegetation dynamics: modelling problems and functional types , 2004, Plant Ecology.

[6]  F. D. Pineda,et al.  Modelling of landscape changes derived from the dynamics of socio-ecological systems: A case of study in a semiarid Mediterranean landscape , 2008 .

[7]  Robert C. Frohn,et al.  Remote Sensing for Landscape Ecology: New Metric Indicators for Monitoring, Modeling, and Assessment of Ecosystems , 1998 .

[8]  R. Bunce,et al.  The relative dependence of Spanish landscape pattern on environmental and geographical variables over time , 2008 .

[9]  S. Saura,et al.  Landscape vulnerability to wildfires at the forest-agriculture interface: half-century patterns in Spain assessed through the SISPARES monitoring framework , 2011, Agroforestry Systems.

[10]  A. Hansen,et al.  VEGETATION DYNAMICS UNDER FIRE EXCLUSION AND LOGGING IN A ROCKY MOUNTAIN WATERSHED, 1856–1996 , 2003 .

[11]  E. Chuvieco,et al.  Applying Local Measures of Spatial Heterogeneity to Landsat-TM Images for Predicting Wildfire Occurrence in Mediterranean Landscapes , 2006, Landscape Ecology.

[12]  P. White,et al.  The Ecology of Natural Disturbance and Patch Dynamics , 1986 .

[13]  S. Saura Effects of minimum mapping unit on land cover data spatial configuration and composition , 2002 .

[14]  W. Budd Land mosaics: The ecology of landscapes and regions , 1996 .

[15]  Brian R. Sturtevant,et al.  Human and biophysical factors influencing modern fire disturbance in northern Wisconsin , 2007 .

[16]  Zev Naveh,et al.  LANDSCAPE ECOLOGY: THEORY AND APPLICATION , 1983, Landscape Journal.

[17]  F. Lefort,et al.  New Pythium Taxa Causing Root Rot on Mediterranean Quercus Species in South-west Spain and Portugal , 2007 .

[18]  B. Guindon,et al.  Landscape analysis of human impacts on forest fragmentation in the Great Lakes region , 2005 .

[19]  Giovanni Bovio,et al.  Comparative study of various methods of fire danger evaluation in southern Europe , 1994 .

[20]  G. Foody Assessing the Accuracy of Remotely Sensed Data: Principles and Practices , 2010 .

[21]  P. Regato,et al.  CAMBIOS RECIENTES EN LOS PAISAJES DE LOS SISTEMAS FORESTALES MEDITERRÁNEOS DE ESPAÑA , 1999 .

[22]  Cristina Vega-García,et al.  On the comparative importance of fire danger rating indices and their integration with spatial and temporal variables for predicting daily human-caused fire occurrences in Spain , 2011 .

[23]  M. S. Jamnick,et al.  A logit analysis of private woodlot owner's harvesting decisions in New Brunswick , 1988 .

[24]  Mary C. Henry,et al.  Assessing Relationships between Forest Spatial Patterns and Fire History with Fusion of Optical and Microwave Remote Sensing , 2004 .

[25]  A. Farina Principles and methods in landscape ecology : toward a science of landscape , 2006 .

[26]  Juli G. Pausas,et al.  Simulating Mediterranean landscape pattern and vegetation dynamics under different fire regimes , 2006, Plant Ecology.

[27]  R. Forman Land Mosaics: The Ecology of Landscapes and Regions , 1995 .

[28]  George L. W. Perry,et al.  The role of land abandonment in landscape dynamics in the SPA 'Encinares del río Alberche y Cofio, Central Spain, 1984-1999 , 2004 .

[29]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[30]  Piermaria Corona,et al.  European forest types: Categories and types for sustainable forest management reporting and policy , 2006 .

[31]  J. Hernández‐Stefanoni Relationships between landscape patterns and species richness of trees, shrubs and vines in a tropical forest , 2005, Plant Ecology.

[32]  D. Fuller,et al.  Forest fragmentation in Loudoun County, Virginia, USA evaluated with multitemporal Landsat imagery , 2001, Landscape Ecology.

[33]  D. Theobald,et al.  Using indicators of deforestation and land-use dynamics to support conservation strategies: a case study of central Rondônia, Brazil. , 2009 .

[34]  E. Chuvieco,et al.  Prediction of fire occurrence from live fuel moisture content measurements in a Mediterranean ecosystem , 2009 .

[35]  E. Chuvieco,et al.  Human-caused wildfire risk rating for prevention planning in Spain. , 2009, Journal of environmental management.

[36]  Yu Chang,et al.  Long-term forest landscape responses to fire exclusion in the Great Xing'an Mountains, China , 2007 .

[37]  Montserrat Pallares-Barbera,et al.  Spatial distribution of ignitions in Mediterranean periurban and rural areas: The case of Catalonia , 2006 .

[38]  E. Salinero,et al.  Fundamentos de teledetección espacial , 1990 .

[39]  Russell G. Congalton,et al.  Assessing the accuracy of remotely sensed data : principles and practices , 1998 .

[40]  G. Palmer,et al.  Principles and Methods in Landscape Ecology: Towards a Science of Landscape , 2008 .

[41]  J. Kouki,et al.  Scale and dynamics of a transforming forest landscape , 2003 .

[42]  David L. Martell,et al.  A logistic model for predicting daily people-caused forest fire occurrence in Ontario , 1987 .

[43]  E. Lambin,et al.  Interprovincial and interannual differences in the causes of land-use fires in Sumatra, Indonesia , 2003, Environmental Conservation.

[44]  Raul Romero-Calcerrada,et al.  GIS analysis of spatial patterns of human-caused wildfire ignition risk in the SW of Madrid (Central Spain) , 2008, Landscape Ecology.

[45]  A. Newton,et al.  Impacts of forest fragmentation on species composition and forest structure in the temperate landscape of southern Chile , 2007 .

[46]  Paul R. Moorcroft,et al.  Landscape-scale patterns of forest pest and pathogen damage in the Greater Yellowstone Ecosystem , 2010 .

[47]  Xavier Pons,et al.  Wildfires and landscape patterns in the Eastern Iberian Peninsula , 2002, Landscape Ecology.

[48]  Wiktor L. Adamowicz,et al.  A Logit Model for Predicting the Daily Occurrence of Human Caused Forest-Fires , 1995 .

[49]  Xavier Pons,et al.  Land-cover and land-use change in a Mediterranean landscape: A spatial analysis of driving forces integrating biophysical and human factors , 2008 .

[50]  Del rodal al paisaje: un cambio de escala, nuevas perspectivas para la planificación y ordenación forestal , 1998 .