articleTop 10% cited
Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest
Forest Ecology and Management · 2012 · Vol. 275 · pp. 117–129
Sandra Oliveira✉(Joint Research Centre)Friderike Oehler(Joint Research Centre)Jesús San-Miguel-Ayanz(Joint Research Centre)Andrea Camia(Joint Research Centre)José M. C. Pereira(University of Lisbon)
Fire effects on ecosystemsLandslides and related hazardsFlood Risk Assessment and ManagementRandom forestEnvironmental scienceScale (ratio)Linear regressionMediterranean climateRegression analysisGeneralized linear modelStatisticsGeographyMathematics
Citations
725
FWCI
10.51
field-weighted impact
References
74
Percentile
99%
vs. same field & year
Citations per year
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References
Changes in Fire and Climate in the Eastern Iberian Peninsula (Mediterranean Basin)
Climatic Change · 2004 · 780 citations
Development of a framework for fire risk assessment using remote sensing and geographic information system technologies
Ecological Modelling · 2009 · 554 citations
The challenge of quantitative risk analysis for wildland fire
Forest Ecology and Management · 2005 · 422 citations
HUMAN INFLUENCE ON CALIFORNIA FIRE REGIMES
Ecological Applications · 2007 · 643 citations
RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY
Ecology · 2007 · 4,648 citations
CONFRONTING MULTICOLLINEARITY IN ECOLOGICAL MULTIPLE REGRESSION
Ecology · 2003 · 2,492 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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