| METHOD FOR INTELLIGENT PREDICTION OF PROBABILITY OF OCCURRENCE OF NATURAL FIRES | |
| 2023-12-20 | |
| 专利权人 | SKOLTECH SKOLKOVO INST SCI & TECHNOLOGY (SKOL-Non-standard) |
| 申请日期 | 2023-12-20 |
| 专利号 | RU2832688-C1 |
| 成果简介 | NOVELTY - Invention relates to means of intelligent prediction of probability of occurrence of natural fires. A set of geospatial data is obtained, containing meteorological measurements for 7 days before the probability of occurrence of natural fires, Earth cover data (type of vegetation cover, vegetation indices of vegetation cover, fraction of absorbed photosynthetic active radiation), spatial data (height above sea level, direction of slope, incline, population density and distance from roads). Obtained data set is processed with the help of convolutional neural network (CNN), trained on archive data sets, containing all of the above groups of features, as well as reference marking with coordinates of the actually recorded occurrence of natural fires. Based on this CNN processing, a regular spatial grid is constructed for a given area of prediction of the probability of occurrence of new natural fires. Then the probability of occurrence of natural fires is predicted for each of the next five days on the given regular grid, as a result of which 5 maps are obtained. USE - Information technology. ADVANTAGE - High efficiency of forecasting probability of occurrence of natural fires for five days of forecasting. 9 cl, 3 dwg |
| IPC 分类号 | A62C-003/02 ; G06N-003/02 |
| 国家 | 俄罗斯 |
| 专业领域 | 信息技术 |
| 语种 | 英语 |
| 成果类型 | 专利 |
| 文献类型 | 科技成果 |
| 条目标识符 | http://119.78.100.226:8889/handle/3KE4DYBR/18826 |
| 专题 | 中国科学院新疆生态与地理研究所 |
| 作者单位 | SKOLTECH SKOLKOVO INST SCI & TECHNOLOGY (SKOL-Non-standard) |
| 推荐引用方式 GB/T 7714 | SHADRIN D G,ILLARIONOVA S V,GUBANOV F D,et al. METHOD FOR INTELLIGENT PREDICTION OF PROBABILITY OF OCCURRENCE OF NATURAL FIRES. RU2832688-C1[P]. 2023. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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