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2.2 MethodsThis work used multi-temporal values of the Normalized Difference Vegetation Index (NDVI) as inputs for feedforward ANNs. The NDVI values were obtained from the MOD13Q1 product (Justice et al., 2002a), which provides 16 days image compositions of vegetation indexes calculated from the MODIS/Terra-Aqua sensors images.The time period selected to perform this study was the year of 2005. The dates of the images were chosen based on the results of previous works that show the peak of forest fire occurring approximately six months after the peak of the rainy season (Aragão et al., 2008).
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