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01_​Forest_​Fire_​Prediction

Forest Fire Prediction

This workflow trains a support vector machine regression model to predict the burning area in a forest fire in the Montesinho natural park in Portugal. The prediction is based on the current weather data and the location of the fire. The results are shown in a report.

This workflow predict the potential burning area when a fire occurs in the Montesinho natural park in Portugal. The user is supposed toprovide the rough coordinates where the fire was spotted and the API key for api.openweathermap.org. How to open the reportIn order to see the report execute the entire workflowand then click "Open the report" button in the toolbar. ln(predicted area)=> real predicted arealn(area) => real areafix negative areasDefine area Math Formula Math Formula Math Formula Get position andweather data OSM Map View OSM Map to Image Image to Report Data to Report Create model Adjust area domain Table Creator Preparevisualization Weka Predictor(3.7) Weka Predictor(3.7) Table Rowto Variable This workflow predict the potential burning area when a fire occurs in the Montesinho natural park in Portugal. The user is supposed toprovide the rough coordinates where the fire was spotted and the API key for api.openweathermap.org. How to open the reportIn order to see the report execute the entire workflowand then click "Open the report" button in the toolbar. ln(predicted area)=> real predicted arealn(area) => real areafix negative areasDefine area Math Formula Math Formula Math Formula Get position andweather data OSM Map View OSM Map to Image Image to Report Data to Report Create model Adjust area domain Table Creator Preparevisualization Weka Predictor(3.7) Weka Predictor(3.7) Table Rowto Variable

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: thor
Created at: 2014-10-01
On NodePit since: 2019-07-12
Last update: 2023-06-07
Created with KNIME version: v4.1.0
Tags: support vector machine