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gencve (version 0.3)

fires: Forest Fires in Montesinho Natural Park

Description

The forest fire data were collected during January 2000 to December 2003 for fires in theMontesinho natural park located in the northeast region of Portugal. The response variable of interest was area burned in ha. When the area burned as less than one-tenth of a hectare, the response variable as set to zero. In all there were 517 fires and 247 of them recorded as zero. The region was divided into a 10-by-10 grid with coordinates X and Y running from 1 to 9.

Usage

data(fires)

Arguments

Format

A data frame with 517 observations on the following 13 variables.
X
X coordinate for region, 0-10
Y
X coordinate for region, 0-10
month
an ordered factor with 12 levels
day
an ordered factor with 7 levels
FFMC
fine fuel moisture code
DMC
Duff moisture code
DC
drought code
ISI
initial spread index
temp
average ambient temperature
RH
a numeric vector
wind
wind speed
rain
rainfall
burned
area burned in hectares

Details

This is the original data taken from the website below.

References

P. Cortez and A. Morais, 2007. A Data Mining Approach to Predict Forest Fires using Meteorological Data. In J. Neves, M. F. Santos and J. Machado Eds., New Trends in Artificial Intelligence, Proceedings of the 13th EPIA 2007 - Portuguese Conference on Artificial Intelligence, December, Guimaraes, Portugal, pp. 512-523, 2007.

Examples

Run this code
#Anova for month
summary(aov(burned~month, data=fires))

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