Frette O, Stamnes J J, Stamnes K
Appl Opt. 1998 Dec 20;37(36):8318-26. doi: 10.1364/ao.37.008318.
Optical remote sensing of ocean color is a well-established technique for inferring ocean properties. However, most retrieval algorithms are based on the assumption that the radiance received by satellite instruments is affected only by the phytoplankton pigment concentration and correlated substances. This assumption works well for open ocean water but becomes questionable for coastal waters. To reduce uncertainties associated with this assumption, we developed a new algorithm for the retrieval of marine constituents in a coastal environment. We assumed that ocean color can be adequately described by a three-component model made up of chlorophyll a, suspended matter, and yellow substance. The simultaneous retrieval of these three marine constituents and of the atmospheric aerosol content was accomplished through an inverse-modeling scheme in which the difference between simulated radiances exiting the atmosphere and radiances measured with a satellite sensor was minimized. Simulated radiances were generated with a comprehensive radiative transfer model that is applicable to the coupled atmosphere-ocean system. The method of simulated annealing was used to minimize the difference between measured and simulated radiances. To evaluate the retrieval algorithm, we used simulated (instead of measured) satellite-received radiances that were generated for specified concentrations of aerosols and marine constituents, and we tested the ability of the algorithm to retrieve assumed concentrations. Our results require experimental validation but show that the retrieval of marine constituents in coastal waters is possible.
海洋颜色的光学遥感是一种成熟的推断海洋特性的技术。然而,大多数反演算法基于这样的假设:卫星仪器接收到的辐射仅受浮游植物色素浓度和相关物质的影响。这个假设在开阔海域效果良好,但在沿海水域就值得怀疑了。为了减少与该假设相关的不确定性,我们开发了一种新算法,用于在沿海环境中反演海洋成分。我们假设海洋颜色可以由一个由叶绿素a、悬浮物和黄色物质组成的三成分模型充分描述。通过一种反演方案同时反演这三种海洋成分和大气气溶胶含量,在该方案中,使从大气出射的模拟辐射与卫星传感器测量的辐射之间的差异最小化。模拟辐射是用一个适用于大气 - 海洋耦合系统的综合辐射传输模型生成的。使用模拟退火方法使测量辐射与模拟辐射之间的差异最小化。为了评估反演算法,我们使用了针对特定气溶胶和海洋成分浓度生成的模拟(而非测量)卫星接收辐射,并测试了该算法反演假设浓度的能力。我们的结果需要实验验证,但表明在沿海水域反演海洋成分是可能的。