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Spatial coherence between remotely sensed ocean color data and vertical distribution of lidar backscattering in coastal stratified waters

机译:沿海分层水域遥感海洋颜色数据与激光雷达后向散射垂直分布之间的空间连贯性

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Detection of sub-surface optical layers in marine waters has important applications in fisheries management, climate modeling, and decision-based systems related to military operations. Concurrent changes in the magnitude and spatial variability of remote sensing reflectance (R_(rs)) ratios and submerged scattering layers were investigated in coastal waters of the northern Gulf of Alaska during summer of 2002 based on high resolution and simultaneous passive (MicroSAS) and active (Fish Lidar Oceanic Experimental, FLOE) optical measurements. Principal Component Analysis revealed that the spatial variability of total lidar backscattering signal (S) between 2.1 and 20m depth was weakly associated with changes in the inherent optical properties (IOPs) of surface waters. Also based on a 250-m footprint, the vertical attenuation of S was inversely related to the IOPs (Spearman Rank Correlation up to -0.43). Low (arithmetic average and standard deviation) and high (skewness and kurtosis) moments of R_(rs)(443)/R_(rs)(490) and R_(rs)(508)/R_(rs)(555) ratios were correlated with vertical changes in total lidar backscattering signal (S) at different locations. This suggests the use of sub-pixel ocean color statistics to infer the spatial distribution of sub-surface scattering layers in coastal waters characterized by stratified conditions, well defined S layers (i.e., magnitude of S maximum comparable to near surface values), and relatively high vertically integrated phytoplankton pigments in the euphotic zone (chlorophyll a concentration >150mgm~(-2)).
机译:海水中水下光学层的检测在渔业管理,气候建模以及与军事行动有关的基于决策的系统中具有重要的应用。基于高分辨率和同时被动(MicroSAS)和主动式(ActiveSAS)技术,研究了2002年夏季在阿拉斯加北部海湾沿海水域遥感反射率(R_(rs))比和淹没散射层的大小和空间变化的并发变化。 (Fish Lidar海洋实验,FLOE)光学测量。主成分分析表明,总激光雷达后向散射信号(S)在2.1至20m深度之间的空间变异性与地表水固有光学特性(IOP)的变化弱相关。同样基于250 m的覆盖区,S的垂直衰减与IOP成反比(Spearman等级相关系数高达-0.43)。 R_(rs)(443)/ R_(rs)(490)和R_(rs)(508)/ R_(rs)(555)比的低(算术平均值和标准偏差)和高(偏斜度和峰度)矩分别为与在不同位置的总激光雷达后向散射信号(S)的垂直变化相关。这表明使用亚像素海洋颜色统计数据来推断沿海水域中亚层散射层的空间分布,这些特征以分层条件,定义良好的S层(即,S的大小可与近地表值相比)和相对在富营养区(叶绿素a浓度> 150mgm〜(-2))中具有高度垂直整合的浮游植物色素。

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