基于AI识别的南岭国家公园人类活动监测研究

The Research of Human Activity Monitoring in Nanling National Park Based on AI Recognition

为实时监测,快速发现,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环境,文章基于多源遥感和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‰。

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 hu-man 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 detec-ted,covering an area of 107.61 hm^(2),which accounts for 0.6‰of the total park area.