S. Archibald, D. Roy, B. Van-wilgen, and R. Scholes, What limits fire? An examination of drivers of burnt area in Southern Africa, Global Change Biology, vol.2, issue.3, pp.613-630, 2009.
DOI : 10.1186/1750-0680-2-1

E. Batllori, M. Parisien, M. Krawchuk, and M. Moritz, Climate change-induced shifts in fire for 468, 2013.

A. Bar-massada, A. Syphard, S. Stewart, and V. Radeloff, Wildfire ignition-distribution modelling: a comparative study in the Huron?Manistee National Forest, Michigan, USA, International Journal of Wildland Fire, vol.22, issue.2, pp.174-183, 2013.
DOI : 10.1071/WF11178

M. Boer, D. Bowman, B. Murphy, G. Cary, M. Cochrane et al., Future changes in climatic water balance 475 determine potential for transformational shifts in Australian fire regimes, Environmental Research, vol.476, issue.65002116, pp.10-1088, 2016.

T. Swetnam, The human dimension of fire regimes on Earth, Journal of Biogeography, vol.38, issue.480, pp.2223-2236, 2011.

R. Bradstock, A biogeographic model of fire regimes in Australia: current and future implications, Global Ecology and Biogeography, vol.23, issue.1, 2010.
DOI : 10.1111/j.1365-2699.1996.tb00036.x

L. Brotons, N. Aquilué, M. De-cáceres, and M. Fortin, Fall A (2013) How Fire History, Fire Suppression 485 Practices and Climate Change Affect Wildfire Regimes in Mediterranean Landscapes, PLoS ONE, vol.486, issue.8

J. Cardille and S. Ventura, Environmental and Social Factors Influencing Wildfires in the Upper 488, 2001.

F. Mouillot, Comparison of the sensitivity of landscape-fire-succession models to variation 492 in terrain, fuel pattern, climate and weather, Landscape Ecology, vol.21, pp.121-137, 2006.

T. Curt, T. Fréjaville, and S. Lahaye, Modelling the spatial patterns of ignition causes and fire regime 495 features in southern France: Implications for fire prevention policy, International Journal, p.496, 2016.

G. De-'ath, Boosted trees for ecological modeling and prediction, Ecology, vol.88, pp.243-251, 2007.

A. Duane, M. Piqué, M. Castellnou, and L. Brotons, Predictive modelling of fire occurrences from 500 different fire spread patterns in Mediterranean landscapes, European Environmental Agency) Available at 503 http, pp.407-418, 1994.

J. Elith, J. Leathwick, and T. Hastie, A working guide to boosted regression trees, Journal of Animal Ecology, vol.27, issue.4, 2008.
DOI : 10.1111/j.1365-2656.2006.01141.x

URL : http://onlinelibrary.wiley.com/doi/10.1111/j.1365-2656.2008.01390.x/pdf

N. Faivre, Y. Jin, M. Goulden, and J. Randerson, Controls on the spatial pattern of wildfire ignitions in Southern California, International Journal of Wildland Fire, vol.23, issue.6, pp.799-811, 2014.
DOI : 10.1071/WF13136

T. Fréjaville and C. T. , Spatiotemporal patterns of changes in fire regime and climate: defining the pyroclimates of south-eastern France (Mediterranean Basin), Climatic Change, vol.10, issue.1-2, pp.239-251, 2015.
DOI : 10.2307/3237182

J. Gaultier, J. Legros, M. Bornand, D. King, J. Favrot et al., L'organisation et la gestion des 516 données pédologiques spatialisées: Le projet DONESOL, pp.235-253, 1993.

S. Hantson, S. Pueyo, and E. Chuvieco, Global fire size distribution is driven by human impact and climate, Global Ecology and Biogeography, vol.17, issue.1, pp.77-86, 2015.
DOI : 10.1071/WF07150

W. W. Hargrove, R. H. Gardner, M. G. Turner, W. Romme, and D. Despain, Simulating fire patterns in heterogeneous landscapes, Ecological Modelling, vol.135, issue.2-3, pp.243-26310, 2000.
DOI : 10.1016/S0304-3800(00)00368-9

T. Hawbaker, V. Radeloff, S. Stewart, R. Hammer, N. Keuler et al., Human and 523 biophysical influences on fire occurrence in the United States, Ecological Applications, vol.231, pp.565-524, 2013.

E. Heyerdahl, L. Brubaker, and J. Agee, SPATIAL CONTROLS OF HISTORICAL FIRE REGIMES: A MULTISCALE EXAMPLE FROM THE INTERIOR WEST, USA, Ecology, vol.82, issue.3, pp.660-678, 2001.
DOI : 10.2307/2389612

P. Higuera, J. Abatzoglou, J. Littell, and P. Morgan, The changing strength and nature of fire-climate 529 relationships in the northern Rocky Mountains, Institut Géographique National. Available at 532 http, 1902.

M. Krawchuk, M. Moritz, M. Parisien, J. Van-dorn, and K. Hayhoe, Global Pyrogeography: the Current and Future Distribution of Wildfire, PLoS ONE, vol.11, issue.4, 2009.
DOI : 10.1371/journal.pone.0005102.s013

C. Lampin-maillet, M. Jappiot, M. Long, C. Bouillon, D. Morge et al., Mapping wildland-urban interfaces at large scales integrating housing density and vegetation aggregation for fire prevention in the South of France, Journal of Environmental Management, vol.91, issue.3, pp.732-741, 2010.
DOI : 10.1016/j.jenvman.2009.10.001

URL : https://hal.archives-ouvertes.fr/hal-00456152

M. Tsimplis, U. Ulbrich, and E. Xoplaki, The Mediterranean climate: An overview of the main 544 characteristics and issues, Developments in Earth and Environmental Sciences, vol.4, pp.1-26, 2006.

Z. Liu and M. Wimberly, Direct and indirect effects of climate change on projected future fire regimes in the western United States, Science of The Total Environment, vol.542, pp.65-75, 2016.
DOI : 10.1016/j.scitotenv.2015.10.093

Z. Liu, Y. J. He, and H. , Identifying the threshold of dominant controls on fire spread in a boreal 550 forest landscape of Northeast China, PloS ONE, vol.8, 2013.

J. Lobo, A. Jiménez-valverde, and R. Real, AUC: a misleading measure of the performance of predictive distribution models, Global Ecology and Biogeography, vol.39, issue.2, pp.145-151, 2008.
DOI : 10.5670/oceanog.2003.42

J. López-moreno, S. Goyette, and M. Beniston, Climate change prediction over complex areas: spatial variability of uncertainties and predictions over the Pyrenees from a set of regional climate models, International Journal of Climatology, vol.30, issue.8, pp.1535-1550, 2008.
DOI : 10.1016/j.gloenvcha.2006.11.007

J. Marlon, P. Bartlein, C. Carcaillet, D. Gavin, S. Harrison et al., Climate and human influences on global??biomass burning over the past two??millennia, Nature Geoscience, vol.6, issue.10, p.565, 2008.
DOI : 10.1029/2002JD002559

J. Martínez, C. Vega-garcia, and E. Chuvieco, Human-caused wildfire risk rating for prevention planning in Spain, Journal of Environmental Management, vol.90, issue.2, pp.1241-1252, 2009.
DOI : 10.1016/j.jenvman.2008.07.005

K. Mcgarigal, S. Cushman, M. Neel, and E. Ene, FRAGSTATS: Spatial Pattern Analysis Program 570 for Categorical Maps. Analysis 3.3, The following citation is recommended by the autho, 2002.

F. Moreira, F. Catry, F. Rego, and F. Bacao, Size-dependent pattern of wildfire ignitions in Portugal, p.573, 2010.

G. Xanthopoulos, F. Mouillot, and E. Bilgili, Landscape--wildfire interactions in southern Europe: 577 implications for landscape management, Journal of Environmental Management, vol.92, pp.2389-402, 2011.

M. Moritz, M. Morais, L. Summerell, J. Carlson, and J. Doyle, Wildfires, complexity, and highly 580 optimized tolerance, Proceedings of the National Academy of Sciences of the United States, p.581, 2005.
DOI : 10.1073/pnas.0508985102

URL : http://europepmc.org/articles/pmc1312407?pdf=render

M. Moritz, T. Moody, M. Krawchuk, M. Hughes, and A. Hall, Spatial variation in extreme winds 583 predicts large wildfire locations in chaparral ecosystems, Geophysical Research Letters, vol.37, pp.584-04801, 2010.

F. Mouillot, J. Ratte, R. Joffre, J. Moreno, and S. Rambal, Some determinants of the spatio-temporal fire cycle in a mediterranean landscape (Corsica, France), Landscape Ecology, vol.18, issue.7, pp.665-674, 2003.
DOI : 10.1023/B:LAND.0000004182.22525.a9

J. Olden, J. Lawler, and N. Poff, Machine Learning Methods Without Tears: A Primer for Ecologists, The Quarterly Review of Biology, vol.83, issue.2, p.589, 2008.
DOI : 10.1086/587826

M. Parisien, S. Parks, M. Krawchuk, M. Flannigan, L. Bowman et al., Scale- 595 dependent controls on the area burned in the boreal forest of Canada, Ecological 596 Applications, pp.789-805, 1980.

M. Parisien, S. Parks, M. Krawchuk, J. Little, M. Flannigan et al., An 601 analysis of controls on fire activity in boreal Canada: Comparing models built with different 602 temporal resolutions, Ecological Applications, vol.241, pp.1341-1356, 2014.

M. Parisien and M. Moritz, Environmental controls on the distribution of wildfire at multiple spatial scales, Ecological Monographs, vol.62, issue.1, pp.127-154, 2009.
DOI : 10.1016/S0304-3800(02)00199-0

M. Parisien, C. Miller, S. Parks, E. Delancey, F. Robinne et al., The spatially 606 varying influence of humans on fire probability in North America, Environmental Research Letters, vol.607, issue.75005117, pp.1748-9326075005, 2016.

M. Parisien, S. Snetsinger, J. Greenberg, C. Nelson, T. Schoennagel et al., Spatial variability in wildfire probability across the western United States, International Journal of Wildland Fire, vol.21, issue.4, p.610, 2012.
DOI : 10.1071/WF11044

S. Parks, M. Parisien, and C. Miller, Spatial bottom-up controls on fire likelihood vary across western, p.612, 2012.
DOI : 10.1890/es11-00298.1

URL : http://onlinelibrary.wiley.com/doi/10.1890/ES11-00298.1/pdf

J. Pausas and P. S. , Fuel shapes the fire-climate relationship: evidence from Mediterranean ecosystems, Global Ecology and Biogeography, vol.7, issue.11, 2012.
DOI : 10.18637/jss.v007.i02

J. Piñol, J. Terradas, and F. Lloret, Climate warming, p.617, 1998.

G. Ridgeway, Generalized boosted regression models. Documentation on the R Package 'gbm, 2006.

F. Robinne, M. Parisien, and M. Flannigan, Anthropogenic influence on wildfire activity in Alberta, Canada, International Journal of Wildland Fire, vol.25, issue.11, p.621, 2016.
DOI : 10.1071/WF16058

R. Rothermel, Predicting behavior and size of crown fires in the northern Rocky Mountains, 1991.
DOI : 10.2737/INT-RP-438

J. Ruffault, V. Moron, R. Trigo, and C. T. , Daily synoptic conditions associated with large fire 625 occurrence in Mediterranean France: evidence for a wind-driven fire regime, International Journal Climatology, vol.626, issue.37, pp.524-533, 2017.

J. Ruffault, V. Moron, R. Trigo, and C. T. , Objective identification of multiple large fire 628 climatologies: an application to a Mediterranean ecosystem, Environmental Research Letters, vol.11, issue.629117, pp.7500610-1088, 2016.

J. Ruffault and F. Mouillot, How a new fire-suppression policy can abruptly reshape the fire-weather 631 relationship, 2015.

J. Ruffault, N. Martin-stpaul, S. Rambal, and F. Mouillot, Differential regional responses in drought 633 length, intensity and timing to recent climate changes in a Mediterranean forested ecosystem, p.634, 2013.

J. Ruffault, N. Martin-stpaul, C. Duffet, F. Goge, and F. Mouillot, Projecting future drought in 636, 2014.

J. Vidal, E. Martin, L. Franchistéguy, M. Baillon, and J. Soubeyroux, A 50-year high-resolution 645, 2010.

O. Viedma, D. Angeler, and J. Moreno, Landscape structural features control fire size in a 648, 2009.

N. Buenning, D. Noone, N. Mcdowell, N. Hryniw, C. Mora et al., Correlations between 655 components of the water balance and burned area reveal new insights for predicting forest fire area 656 in the southwest United States, International Journal of Wildland Fire, vol.24, pp.14-26, 2015.