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基于 AI 识别的南岭国家公园人类活动监测研究∗
樊晶,杨志刚,练丽,苏雅丽,陈莲好,罗钰绚
0
(广东省林业调查规划院)
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

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