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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
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
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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