Forest fire forecasting method based on data mining
A technology of forest fire and prediction methods, applied in the fields of electrical digital data processing, special data processing applications, instruments, etc.
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[0035] The present invention uses the real-time meteorological data of a certain year and month in Harbin as an example, and performs short-term prediction on the occurrence rate of fires in this year to illustrate the method in detail.
[0036] Based on the development environment under Windows, use SQL Sever 2005 database to establish corresponding historical and real-time databases, and establish models through Matlab or C#, C++ and other programming tools.
[0037] The main points of redesign and implementation are as follows:
[0038] 1. Determine the characteristic parameters of the system by examining the influencing factors;
[0039] 2. Determine the correlation between characteristic parameters through correlation analysis;
[0040]3. Through the correlation calculation of the characteristic parameters, select the corresponding parameters as the variables required in the model, then estimate the regression parameters through the least square method in the regression ...
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