A data-driven approach to assess large fire size generation in Greece
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[1] Christopher Lucas,et al. Prediction of the probability of large fires in the Sydney region of south-eastern Australia using fire weather , 2009 .
[2] A. P. Dimitrakopoulos,et al. PYROSTAT -- a computer program for forest fire data inventory and analysis in Mediterranean countries , 2001, Environ. Model. Softw..
[3] F. Moreira,et al. Landscape--wildfire interactions in southern Europe: implications for landscape management. , 2011, Journal of environmental management.
[4] R. Trigo,et al. Daily synoptic conditions associated with large fire occurrence in Mediterranean France: evidence for a wind‐driven fire regime , 2017 .
[5] Yu Chang,et al. Land Use and Land Cover Change Analysis and Prediction in the Upper Reaches of the Minjiang River, China , 2009, Environmental management.
[6] J. Carreiras,et al. Fire frequency analysis in Portugal (1975-2005), using Landsat-based burnt area maps , 2012 .
[7] S. Ventura,et al. ENVIRONMENTAL AND SOCIAL FACTORS INFLUENCING WILDFIRES IN THE UPPER MIDWEST, UNITED STATES , 2001 .
[8] J. L. Parra,et al. Very high resolution interpolated climate surfaces for global land areas , 2005 .
[9] E. Chuvieco,et al. Estimation of dead fuel moisture content from meteorological data in Mediterranean areas. Applications in fire danger assessment , 2007 .
[10] Heiko Balzter,et al. Mapping regional patterns of large forest fires in Wildland-Urban Interface areas in Europe. , 2016, Journal of environmental management.
[11] J. M. Moreno,et al. Spatial distribution of forest fires in Sierra de Gredos (Central Spain) , 2001 .
[12] R. Rothermel,et al. How to Predict the Spread and Intensity of Forest and Range Fires , 2017 .
[13] Bruce Shindler,et al. Trust, acceptance, and citizen–agency interactions after large fires: influences on planning processes , 2010 .
[14] Qianlai Zhuang,et al. Modeling Large Fire Frequency and Burned Area in Canadian Terrestrial Ecosystems with Poisson Models , 2012, Environmental Modeling & Assessment.
[15] Ulric J. Lund,et al. Identifying geographical patterns of wildfire orientation: A watershed-based analysis , 2012 .
[16] David J. Hand,et al. A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems , 2001, Machine Learning.
[17] T. Sisk,et al. Mapping the probability of large fire occurrence in northern Arizona, USA , 2006, Landscape Ecology.
[18] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[19] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[20] Jiaxing Zu,et al. Quantifying influences and relative importance of fire weather, topography, and vegetation on fire size and fire severity in a Chinese boreal forest landscape , 2015 .
[21] J. Hanley,et al. The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.
[22] D. Hosmer,et al. Applied Logistic Regression , 1991 .
[23] Susan I. Stewart,et al. Human and biophysical influences on fire occurrence in the United States. , 2013, Ecological applications : a publication of the Ecological Society of America.
[24] J. Abatzoglou,et al. Modeling very large-fire occurrences over the continental United States from weather and climate forcing , 2014 .
[25] J. Seibert,et al. On the calculation of the topographic wetness index: evaluation of different methods based on field observations , 2005 .
[26] F. Moreira,et al. Modeling and mapping wildfire ignition risk in Portugal , 2009 .
[27] David R. Brillinger,et al. Probability based models for estimation of wildfire risk , 2004 .
[28] Zhihua Liu,et al. Climatic and Landscape Influences on Fire Regimes from 1984 to 2010 in the Western United States , 2015, PloS one.
[29] A. Gill,et al. Large fires, fire effects and the fire-regime concept , 2008 .
[30] Robert Tibshirani,et al. The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.
[31] Lluís Brotons,et al. Predictive modelling of fire occurrences from different fire spread patterns in Mediterranean landscapes , 2015 .
[32] Francisco Moreira,et al. Size-dependent pattern of wildfire ignitions in Portugal: when do ignitions turn into big fires? , 2010, Landscape Ecology.
[33] Xavier Pons,et al. Spatial patterns of fire occurrence in Catalonia, NE, Spain , 2004, Landscape Ecology.
[34] David L. Martell,et al. A simulation model of the growth and suppression of large forest fires in Ontario , 2007 .
[35] T. Curt,et al. Spatiotemporal patterns of changes in fire regime and climate: defining the pyroclimates of south-eastern France (Mediterranean Basin) , 2015, Climatic Change.
[36] J. W. Wagtendonk,et al. Fire Frequency, Area Burned, and Severity: A Quantitative Approach to Defining a Normal Fire Year , 2011 .
[37] K. Hirsch,et al. Large forest fires in Canada, 1959–1997 , 2002 .
[38] Iván Torres,et al. Fire Severity in a Large Fire in a Pinus pinaster Forest is Highly Predictable from Burning Conditions, Stand Structure, and Topography , 2014, Ecosystems.
[39] Futao Guo,et al. What drives forest fire in Fujian, China? Evidence from logistic regression and Random Forests , 2016 .
[40] Zhihua Liu,et al. Identifying the Threshold of Dominant Controls on Fire Spread in a Boreal Forest Landscape of Northeast China , 2013, PloS one.
[41] Nairanjana Dasgupta,et al. Land Cover Type and Fire in Portugal: Do Fires Burn Land Cover Selectively? , 2005, Landscape Ecology.
[42] Rodney X. Sturdivant,et al. Applied Logistic Regression: Hosmer/Applied Logistic Regression , 2005 .
[43] Wenhui Wang,et al. Modeling Anthropogenic Fire Occurrence in the Boreal Forest of China Using Logistic Regression and Random Forests , 2016 .
[44] J. Dupuy,et al. Size of wildfires in the Euro-Mediterranean region: observations and theoretical analysis , 2015 .
[45] Marielle Jappiot,et al. What causes large fires in Southern France , 2013 .
[46] Thomas Curt,et al. Wildfire frequency varies with the size and shape of fuel types in southeastern France: implications for environmental management. , 2013, Journal of environmental management.
[47] P. Fernandes,et al. Changes in wildfire severity from maritime pine woodland to contiguous forest types in the mountains of northwestern Portugal , 2010 .
[48] J. Abatzoglou,et al. Multi‐scalar influence of weather and climate on very large‐fires in the Eastern United States , 2015 .
[49] E. Chuvieco,et al. Fire regime changes and major driving forces in Spain from 1968 to 2010 , 2014 .
[50] P. Bermudez,et al. Spatial and temporal extremes of wildfire sizes in Portugal (1984–2004) , 2009 .
[51] P. Fernandes,et al. The role of fire-suppression force in limiting the spread of extremely large forest fires in Portugal , 2016, European Journal of Forest Research.
[52] John E. Deeming,et al. The National Fire-Danger Rating System , 2018 .
[53] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[54] James M. Dyer. Assessing topographic patterns in moisture use and stress using a water balance approach , 2009, Landscape Ecology.
[55] N. Guiomar,et al. Bottom-Up Variables Govern Large-Fire Size in Portugal , 2016, Ecosystems.
[56] David L. Martell,et al. The impact of fire suppression, vegetation, and weather on the area burned by lightning-caused forest fires in Ontario , 2008 .
[57] Isaac C. Grenfell,et al. The relationship of large fire occurrence with drought and fire danger indices in the western USA, 1984-2008: the role of temporal scale , 2013 .
[58] D. Ruppert. The Elements of Statistical Learning: Data Mining, Inference, and Prediction , 2004 .
[59] Francesco Neri,et al. Analysis of Helicopter Activities in Forest Fire-Fighting , 2014 .
[60] José M. C. Pereira,et al. Synoptic patterns associated with large summer forest fires in Portugal , 2005 .
[61] Jennifer A. Miller,et al. Mapping Species Distributions: Spatial Inference and Prediction , 2010 .
[62] I. Mitsopoulos,et al. Statistical analysis of the fire environment of large forest fires (>1000 ha) in Greece , 2011 .
[63] Carol Miller,et al. Contributions of Ignitions, Fuels, and Weather to the Spatial Patterns of Burn Probability of a Boreal Landscape , 2011, Ecosystems.
[64] E. Johnson,et al. The Relative Importance of Fuels and Weather on Fire Behavior in Subalpine Forests , 1995 .
[65] Lasse Loepfe,et al. Feedbacks between fuel reduction and landscape homogenisation determine fire regimes in three Mediterranean areas , 2010 .
[66] Juan de la Riva,et al. An insight into machine-learning algorithms to model human-caused wildfire occurrence , 2014, Environ. Model. Softw..
[67] Steven E. Franklin,et al. Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests , 2012 .
[68] B. McCune,et al. Analysis of Ecological Communities , 2002 .
[69] C. E. Van Wagner,et al. Development and structure of the Canadian Forest Fire Weather Index System , 1987 .
[70] J. San-Miguel-Ayanz,et al. Analysis of large fires in European Mediterranean landscapes: Lessons learned and perspectives , 2013 .
[71] Robert Mavsar,et al. Analysis of factors influencing deployment of fire suppression resources in Spain using artificial neural networks , 2016 .