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This article is the product of the research "Developing an Artificial Neural Network Based Model for Estimating Burned Areas in Forest Fires", developed at Karadeniz Technical University in the year 2020. Problem: Forest Fires are an issue that greatly affect human life and the ecological order, leaving long-term issues. It should be estimated because it is not known when, where and how much the fire will be in the area. Objective: The objective of the research is to use artificial neuraldoi:10.16925/2357-6014.2020.03.08 fatcat:e6y7rmqc5rcg5c2far4wpbvn3a