Urmia University Forest Research and Development 2476-3551 6 1 2020 05 21 Forest fire hazard zone mapping in Ilam county forests Forest fire hazard zone mapping in Ilam county forests 135 152 120830 10.30466/jfrd.2020.120830 FA Sara Polat Master of Forestry Student, Faculty of Natural Resource and Environment, Malayer University, Malayer, I. R. Iran. Farhad Ghasemi Aghbash Assistant Professor, Department of Rangeland and Watershed Management, Faculty of Natural Resource and Environment, Malayer University, Malayer, I. R. Iran. Ali Mahdavi Associate Professor, Department of Forestry, Faculty of Natural Resource, Ilam University, Ilam, I. R. Iran. Journal Article 2018 10 07 Several factors play an important role in the occurrence of fire in forests. So accurate prediction of the time and place of the fire is difficult, but using the GIS, it is possible to identify points of high fire risk. The purpose of this study was to investigate the possibility of preparing a fire hazard zonation map for Ilam district. Socioeconomic, climatic, topographic and vegetation factors were considered as suitable criteria for assessing the status of fire risk of these forests and were evalutaed Using satellite imagery data, geographic information system and neural network system. According to the results, the variable of distance from cities with a weight of 100% is the most influential variable in creating fire and height variable with a weight of 1.5% as the least important variable in the occurrence of forest fire in study area. Based on the results of the assessment of the accuracy of the fire hazard zonation map using the error matrix, it was found that the produced map with a general accuracy of 73.73% is highly true. Also, based on Kappa agreement coefficient (0.77) between the map and actual fire data, it can be concluded that the map prepared with the actual data was highly adapted. Several factors play an important role in the occurrence of fire in forests. So accurate prediction of the time and place of the fire is difficult, but using the GIS, it is possible to identify points of high fire risk. The purpose of this study was to investigate the possibility of preparing a fire hazard zonation map for Ilam district. Socioeconomic, climatic, topographic and vegetation factors were considered as suitable criteria for assessing the status of fire risk of these forests and were evalutaed Using satellite imagery data, geographic information system and neural network system. According to the results, the variable of distance from cities with a weight of 100% is the most influential variable in creating fire and height variable with a weight of 1.5% as the least important variable in the occurrence of forest fire in study area. Based on the results of the assessment of the accuracy of the fire hazard zonation map using the error matrix, it was found that the produced map with a general accuracy of 73.73% is highly true. Also, based on Kappa agreement coefficient (0.77) between the map and actual fire data, it can be concluded that the map prepared with the actual data was highly adapted. https://jfrd.urmia.ac.ir/article_120830_390247b28323020605a9fdd0da188ebd.pdf