Modeling and simulation of topographic effects for hyperspectral remote sensing
-
摘要: 针对地形起伏对高光谱遥感图像几何变形和辐射变化的影响,建立高光谱遥感地形影响模型.该模型利用传感器位置、姿态和视场角建立模拟图像像元坐标和地面空间坐标之间的成像几何关系,利用地表反射率、数字高程模型等数据,考虑大气辐射传输过程,计算起伏地形下传感器入瞳辐亮度图像,并经过空间分辨率转换,生成最终遥感模拟图像,实现高光谱遥感地形影响精确建模.利用西藏驱龙地区Hyperion数据和其它相关数据进行仿真分析,将模拟图像和原始图像进行对比,结果比较吻合,表明该模型具有较好的模拟效果.Abstract: Aiming at geometric deformations and radiation changes caused by rugged terrain for the hyperspectral remote sensing images, a model of topographic effects for hyperspectral remote sensing was proposed. In the model, the imaging geometry relationship between simulation image pixel coordinates and ground space coordinates was established by using the sensor-s position, attitude and field of view. With the surface reflectivity, the digital elevation model(DEM) and the atmospheric radiation transfer model, the radiance image at sensor entrance slit in rugged terrain was calculated. After spatial resolution conversion the simulated remote sensing image was generated. Accurate modeling of topographic effects for hyperspectral remote sensing was achieved. Simulation was implemented to Hyperion data and other relevant data in Qulong, Tibetan. The simulation radiance image and the original radiance image show high consistent, which indicates that the fine simulation results are obtained by the proposed model.
-
Key words:
- hyperspectral remote sensing /
- image simulation /
- topographic effect /
- radiative transfer
-
[1] 韩意,孙华燕,李迎春,等.用Vega生成真实传感器效果的光电成像模拟方法[J].计算机应用,2009,29(6):342-344 Han Yi,Sun Huayan,Li Yingchun,et al.Imaging simulation method for modeling real sensor effect by Vega[J].Journal of Computer Applications,2009,29(6):342-344(in Chinese) [2] Brner A,Wiest L,Reulke R,et al.Sensor:a tool for the simulation of hyperspectral remote sensing system[J].ISPRS Journal of Photogrammetry and Remote Sensing,2001,55(6):299-312 [3] 王刚,禹秉熙.基于图像仿真的对地遥感过程科学可视化研究[J].系统仿真学报,2002,14(6):756-760 Wang Gang,Yu Bingxi.Study on scientific visualization of earth remote sensing based on imagery simulation[J].Journal of System Simulation,2002,14(6):756-760(in Chinese) [4] 顾有林,张冬英,易维宁,等.基于航空图像的航天光学遥感器成像的仿真[J].系统仿真学报,2008,20(14):3730-3732 Gu Youlin,Zhang Dongying,Yi Weining,et al.Simulation of space optical remote sensor imaging based on aviation image[J].Journal of System Simulation,2008,20(14):3730-3732(in Chinese) [5] 叶泽田,顾行发.利用MIVIS数据进行遥感图像模拟的研究[J].测绘学报,2000,29(3):235-239 Ye Zetian,Gu Xingfa.Simulation of remote sensing images based on MIVIS data[J].Acta Geodaetica et Cartographica Sinica,2000,29(3):235-239(in Chinese) [6] 肖青,李敏.机载光学图像至卫星光学图像转换方法研究[J].北京师范大学学报:自然科学版,2007,43(3):234-240 Xiao Qing,Li Min.A study on the transformation of airborne Remote sensing image to spaceborne remote sensing image[J].Journal of Beijing Normal University:Natural Science,2007,43(3):234-240(in Chinese) [7] Li D H W,Lam J C.Evaluation of slope irradiance and illuminance models against measured Hongkong data[J].Building and Environment,2000,35 (6):501-509 [8] Sandmerier S,Itten K I. A physically-based model to correct atmospheric and illumination effects in optical satellite data of rugged terrain[J].IEEE Transactions on Geoscience and Remote Sensing, 1997,35(3):708-717 [9] Dozier J,Frew J.Rapid calculation of terrain parameters for radiation modeling from digital elevation data[J].IEEE Transactions on Geoscience and Remote Sensing,1990,28(5):963-969
点击查看大图
计量
- 文章访问数: 4539
- HTML全文浏览量: 239
- PDF下载量: 1609
- 被引次数: 0