BRDF modeling and analysis of the pseudo-invariant calibration site in northwest China

wenjie hu, Yuqing He, Xiuqing Hu, Jiabiao Zhu, Xingwei He
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Abstract

As an important parameter characterizing the bi-directional reflectance of objects, the Bidirectional Reflectance Distribution Function (BRDF) is one of the key parameters in the on-orbit substitute calibration of satellite remote sensors based on stable ground targets. It is a crucial factor affecting the calibration accuracy. With the development of quantitative remote sensing, hyperspectral BRDF measurement for calibration and spectral analysis of land surface features has become increasingly important. Efficient and high-quality methods for collecting multi-angle reflectance data of land surfaces are currently a research focus. This study uses co-observation of two spectrometer to measure the BRDF characteristics of the pseudo-invariant calibration site in wild environment. Based on the selected results of the pseudo-invariant calibration site in Northwest China by previous research, BRDF for three different types of land surfaces were measured including desert, Gobi, and saline-alkali land. Based on the Ross-li kernel-driven model, a hyperspectral BRDF characteristic data set of the three different surface types is fitted, and the spatial distribution characteristics and hotspot effects of the BRDF directional reflection of the ground targets are analyzed. The results show that different surface types have different directional reflectance values and different hot spot effects. Therefore, a stable target radiation reference library with different radiation brightness levels can be constructed to provide a benchmark model for long-term consistent radiometric calibration of Chinese remote sensing satellites.
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中国西北地区伪不变量校准点的 BRDF 建模与分析
作为表征物体双向反射率的重要参数,双向反射率分布函数(BRDF)是基于稳定地面目标的卫星遥感器在轨替代校准的关键参数之一。它是影响校准精度的关键因素。随着定量遥感技术的发展,用于地表特征校准和光谱分析的高光谱 BRDF 测量变得越来越重要。高效、高质量的陆地表面多角度反射率数据采集方法是目前的研究重点。本研究利用两台光谱仪的共同观测来测量野外环境中伪不变量校准点的 BRDF 特性。在前人对中国西北地区伪不变标定点选取结果的基础上,测量了沙漠、戈壁和盐碱地等三种不同类型地表的 BRDF。基于 Ross-li 核驱动模型,拟合了三种不同地表类型的高光谱 BRDF 特征数据集,分析了地面目标 BRDF 方向反射的空间分布特征和热点效应。结果表明,不同类型的地表具有不同的方向反射率值和不同的热点效应。因此,可以构建不同辐射亮度等级的稳定目标辐射参考库,为中国遥感卫星长期稳定的辐射定标提供基准模型。
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