Name: Forest Fire Area
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Forest Fire Area

Content

The dataset contains 517 fires from the Montesinho Natural Park in Portugal. For each incident weekday, month, coordinates, and the burnt area are recorded, as well as several meteorological data such as rain, temperature, humidity, and wind. The workflow reads the data and trains a regression model based on the spatial, temporal, and weather variables.

Acknowledgements

P. Cortez and A. Morais. 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. APPIA, ISBN-13 978-989-95618-0-9.

Tables

Forestfires

@kaggle.sumitm004_forest_fire_area.forestfires

18.88 kB
517 rows
13 columns

CREATE TABLE forestfires (
  "x" BIGINT,
  "y" BIGINT,
  "month" VARCHAR,
  "day" VARCHAR,
  "ffmc" DOUBLE,
  "dmc" DOUBLE,
  "dc" DOUBLE,
  "isi" DOUBLE,
  "temp" DOUBLE,
  "rh" BIGINT,
  "wind" DOUBLE,
  "rain" DOUBLE,
  "area" DOUBLE
);