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
樊晶 1杨志刚 1练丽 1苏雅丽 1陈莲好 1罗钰绚1
作者信息
- 1. 广东省林业调查规划院,广东 广州 510520
- 折叠
摘要
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 hm2,占国家公园总面积的比例为0.6‰.
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 hu-man activities,including image production,automatic identification,human-computer interactive interpreta-tion,and on-site verification.The results shoe that the accuracy of AI intelligent identification of human activi-ties 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 hm2,which accounts for 0.6‰ of the total park area.
关键词
南岭国家公园/人工智能/人类活动Key words
nanling national park/artificial intelligence/human activity引用本文复制引用
出版年
2024
NETL
NSTL
万方数据