Kehrli Matthew D, Stramski Dariusz, Reynolds Rick A, Joshi Ishan D
Appl Opt. 2024 Jun 1;63(16):4252-4270. doi: 10.1364/AO.517706.
Non-algal particles and chromophoric dissolved organic matter (CDOM) are two major classes of seawater constituents that contribute substantially to light absorption in the ocean within the ultraviolet (UV) and visible (VIS) spectral regions. The similarities in the spectral shape of these two constituent absorption coefficients, () and (), respectively, have led to their common estimation as a single combined non-phytoplankton absorption coefficient, (), in optical remote-sensing applications. Given the different biogeochemical and ecological roles of non-algal particles and CDOM in the ocean, it is important to determine and characterize the absorption coefficient of each of these constituents separately. We describe an ADG model that partitions () into () and (). This model improves upon a recently published model [Appl. Opt.58, 3790 (2019)APOPAI0003-693510.1364/AO.58.003790] through implementation of a newly assembled dataset of hyperspectral measurements of () and () from diverse oceanic environments to create the spectral shape function libraries of these coefficients, a better characterization of variability in spectral shape of () and (), and a spectral extension of model output to include the near-UV (350-400 nm) in addition to the VIS (400-700 nm) part of the spectrum. We developed and tested two variants of the ADG model: the ADG_UV-VIS model, which determines solutions over the spectral range from 350 to 700 nm, and the ADG_VIS model, which determines solutions in the VIS but can also be coupled with an independent extrapolation model to extend output to the near-UV. This specific model variant is referred to as - . Evaluation of the model with development and independent datasets demonstrates good performance of both ADG_UV-VIS and - . Comparative analysis of model-derived and measured values of () and () indicates negligible or small median bias, generally within ±5 over the majority of the 350-700 nm spectral range but extending to or above 10% near the ends of the spectrum, and the median percent difference generally below 20% with a maximum reaching about 30%. The presented ADG models are suitable for implementation as a component of algorithms in support of satellite ocean color missions, especially the NASA PACE mission.
非藻类颗粒和发色溶解有机物(CDOM)是海水成分的两大主要类别,它们在紫外(UV)和可见(VIS)光谱区域对海洋中的光吸收有很大贡献。这两种成分的吸收系数(分别为 和 )在光谱形状上的相似性,导致在光学遥感应用中,它们通常被共同估算为单一的非浮游植物组合吸收系数 。鉴于非藻类颗粒和CDOM在海洋中具有不同的生物地球化学和生态作用,分别确定和表征这些成分的吸收系数非常重要。我们描述了一种ADG模型,该模型将 分解为 和 。通过实施一个新组装的数据集,该数据集包含来自不同海洋环境的 和 的高光谱测量值,以创建这些系数的光谱形状函数库,更好地表征 的光谱形状变异性,并将模型输出的光谱范围扩展到包括近紫外(350 - 400 nm)以及可见光谱(400 - 700 nm)部分,此ADG模型改进了最近发表的一个模型[《应用光学》58, 3790 (2019)APOPAI0003 - 693510.1364/AO.58.003790]。我们开发并测试了ADG模型的两个变体:ADG_UV - VIS模型,它在350至700 nm的光谱范围内确定解;以及ADG_VIS模型,它在可见光范围内确定解,但也可以与一个独立的外推模型耦合,将输出扩展到近紫外。这个特定的模型变体被称为 - 。使用开发数据集和独立数据集对模型进行评估,结果表明ADG_UV - VIS模型和 - 模型都具有良好的性能。对模型推导值和测量值的 和 进行比较分析表明,中值偏差可忽略不计或很小,在350 - 700 nm光谱范围的大部分区域通常在±5%以内,但在光谱两端附近会扩展到10%或更高,中值百分比差异通常低于20%,最大值约为30%。所提出的ADG模型适合作为支持卫星海洋颜色任务(特别是美国国家航空航天局的PACE任务)的算法组件来实施。