Development of the system to prevent the forest fire expansion in Siberia by field simulation informatics

我们将a）到e）分成5个子组，并随着信息的变化而向前研究：a）火灾检测：我们试图制定一种方法，通过每个区域和季节来改变参数来检测误报，并试图提高检测率。B）植被分类利用NOAA和MODIS影像对森林植被进行了分类。（3）地图和火历史数据库：利用森林防火数据，对林火的严重程度和活跃程度进行分析。因此，森林中地面上的死木是影响林火蔓延的主要因素之一。d）火蔓延模拟建立了考虑天气因素的林火蔓延模拟，天气因素对火行为有很大影响。我们正在将区域气象模拟纳入森林火灾扩展模拟。因此，调整率增长更好。e）下一个时代的GIS我们收取组从a）到d）。实现了林火模拟结果的可视化。我们正在准备通过互联网发布消防员需要的信息。我们利用遥感技术和地面实况为消防员提供了许多研究和帮助。

We made 5 subgroups of a) to e) and studied forward with changing the information:a) Fire Detection:We tried to make a method to change the parameters by each area and season to detect false alarms, and we tried to improve the detection rate. And we made a new method of fire detection with the edge of the smoke in order to detect small fires.b) Classification VegetationWe classified the vegetation from NOAA and MODIS imagery. We also analyzed the observed data by fire service and validated the vegetation classification.c) Database of Maps and Fire History:We analyzed the severely and activity of the forest fire with the data of the fire service. As a result, one of the main factors is the dead woods on the ground in the forest.d) Fire Expansion SimulationWe built the forest fire expansion simulation about weather which makes the great effect to the fire behavior. We are incorporating the regional meteorological simulation into the forest fire expansion simulation. As a result, the adjusting rate grew better.e) Next Age GISWe charged the groups from a) to d). The results of the forest fire simulation were visualized. We are preparing to publish the information which fire fighters need thorough internet.We contributed many study and helps to the fire fighters with remote sensing technology and the ground truth.