| 摘要: |
| 为实时监测, 快速发现,
环境, 文章
及时预警自然保护地人类活动, 更有效地保护南岭国家公园的生态
基于多源遥感和 AI 识别技术探索构建了集影像生产、 自动识别提取、 人机交互解译、 实地核
验于一体的自然保护地人类活动智能监测方法, 结果显示 AI 智能识别南岭国家公园人类活动的精度为
74. 58%, 2022 年共监测发现 63 个人类活动变化图斑, 变化图斑面积为 107. 61 hm
2
, 占国家公园总面积
的比例为 0. 6‰。 |
| 关键词: 南岭国家公园 人工智能 人类活动 |
| DOI： |
| 投稿时间：2023-09-25修订日期：2023-11-01 |
| 基金项目:省级财政专项( 23116 ) |
|
| The Research of Human Activity Monitoring in Nanling National Park Based on AI Recognition |
| Fan Jing,Yang Zhigang,Lian Li,Su Yali,Chen Lianhao,Luo Yuxuan |
| (Guangdong Forestry Survey and Planning Institute,Guangzhou Guangdong,510520) |
| Abstract: |
| To monitor in real-time, quickly detect, and promptly alert about human activities in protected
natural areas, and to more effectively protect the ecological environment of Nanling National Park. This paper is
based on multi-source remote sensing and AI recognition to develop an integrated approach for monitoring human activities, including image production, automatic identification, human -computer interactive interpretation, and on-site verification. The results shoe that the accuracy of AI intelligent identification of human activities in Nanling National Park is 74. 58%. In 2022, a total of 63 patches of human activity changes were detected, covering an area of 107. 61 hm
2
, which accounts for 0. 6‰ of the total park area. |
| Key words: nanling national park artificial intelligence human activity |
