小型无人机非测量相机在林业调查中的应用研究

doi:10.13466/j.cnki.lyzygl.2017.02.018

CORC > 北京大学 > 城市与环境学院

	小型无人机非测量相机在林业调查中的应用研究; Application of Small Unmanned Aerial Vehicle with Non-measuring Camera in Forestry Investigation
	孙志超 ; 杨雪清 ; 李超
刊名	林业资源管理
	2017
关键词	无人机林业调查非量测相机树高面积 unmanned aerial vehicle forestry investigation non-measurement camera tree height forest area
DOI	10.13466/j.cnki.lyzygl.2017.02.018
英文摘要	为提升林业调查的技术水平,研究小型无人机搭载非测量相机在林业调查中的应用技术.选择北京十三陵林场开展低空航拍试验,针对非测量相机的镜头畸变和小型无人机相机云台外方位元素误差较大的特点,分别通过相机检校算法和外方位元素逆向求解,进行内外方位元素定向,生成立体像对和正射影像;用地面控制点对相片整体进行几何精校正,采用3D量测工具测量立体区域树高,用地面控制点测量图像拼接区域面积和周长,用现地实测树高、面积和周长对图测结果进行检验和模型拟合.结果表明,通过适当的校正和调整,小型无人机搭载非测量相机基本能够满足林业调查对树高、面积及周长等的量测精度要求,应用前景广阔.; To enhance the technology for forestry investigation,our study focused on the application of small unmanned aerial vehicle (UAV) equipped with non-measuring camera in forestry investigation.In the study,we selected the Shisanling Forest Farm in Beijing as the study area to implement the test of airborne photographing.Moreover,intended for the characteristics of lens distortion in camera and large error of exterior orientation elements of the camera platform in UAV,we utilized a camera calibration algorithm and exterior orientation elements to inverse the accuracy exterior and interior orientation,and obtained the stereo images and orthophotos.In addition,the ground control points (GCPs) were used to carry on the geometric correction in the whole photo,and 3D measurement tools to measure the tree height in the three-dimensional area,and the GCPs to measure the area and perimeter of the mosaic area.Finally,the photo-measured results of tree height,area and perimeter were fitted to the field-measured results with empirical models,which also tested the photo-measured results.The results show that the small UAV equipped with non-measuring cameras can meet the accuracy requirements of the height,area and perimeter for the forestry surveying,if the device could be adjusted and calibrated properly.And it,therefore,has broad prospects of application in forest investigation.; 2; 103-109
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/466573]
专题	城市与环境学院
推荐引用方式 GB/T 7714	孙志超,杨雪清,李超. 小型无人机非测量相机在林业调查中的应用研究, Application of Small Unmanned Aerial Vehicle with Non-measuring Camera in Forestry Investigation[J]. 林业资源管理,2017.
APA	孙志超,杨雪清,&李超.(2017).小型无人机非测量相机在林业调查中的应用研究.林业资源管理.
MLA	孙志超,et al."小型无人机非测量相机在林业调查中的应用研究".林业资源管理 (2017).