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From In Situ to satellite observations of pelagic Sargassum distribution and aggregation in the Tropical North Atlantic Ocean

机译:从原位到热带北大西洋中Pelagic Sargassum分布与聚集的卫星观察

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The present study reports on observations carried out in the Tropical North Atlantic in summer and autumn 2017, documenting Sargassum aggregations using both ship-deck observations and satellite sensor observations at three resolutions (MSI-10 m, OLCI-300 m, VIIRS-750 m and MODIS-1 km). Both datasets reported that in summer, S argassum aggregations were mainly observed off Brazil and near the Caribbean Islands, while they accumulated near the African coast in autumn. Based on in situ observations, we propose a five-class typology allowing standardisation of the description of in situ Sargassum raft shapes and sizes. The most commonly observed Sargassum raft type was windrows, but large rafts composed of a quasi-circular patch hundreds of meters wide were also observed. Satellite imagery showed that these rafts formed larger Sargassum aggregations over a wide range of scales, with smaller aggregations (of tens of m 2 area) nested within larger ones (of hundreds of km 2 ). Match-ups between different satellite sensors and in situ observations were limited for this dataset, mainly because of high cloud cover during the periods of observation. Nevertheless, comparisons between the two datasets showed that satellite sensors successfully detected Sargassum abundance and aggregation patterns consistent with in situ observations. MODIS and VIIRS sensors were better suited to describing the Sargassum aggregation distribution and dynamics at Atlantic scale, while the new sensors, OLCI and MSI, proved their ability to detect Sargassum aggregations and to describe their (sub-) mesoscale nested structure. The high variability in raft shape, size, thickness, depth and biomass density observed in situ means that caution is called for when using satellite maps of Sargassum distribution and biomass estimation. Improvements would require additional in situ and airborne observations or very high-resolution satellite imagery.
机译:本研究报告了2017年夏季和秋季热带北大西洋中的观察结果,记录了三种分辨率的船甲板观测和卫星传感器观测的Sargassum汇编(MSI-10 M,OLCI-300M,VIIRS-750米和modis-1 km)。两个数据集报告说,在夏季,S argassum聚集主要涉及巴西和加勒比海群岛附近,同时在秋季在非洲海岸附近积累。基于原位观察,我们提出了一种五类类型,允许标准化原位Sargassum Raft形状和尺寸。最常见的Sargassum Raft类型是Windrows,但也观察到由​​数百米宽的准圆形贴片组成的大筏。卫星图像显示,这些筏在宽范围的尺度上形成了较大的Sargassum聚集,较小的聚集(数十米的区域)嵌套在较大的尺寸范围内(数百km 2)。不同卫星传感器和原位观测之间的匹配对该数据集有限,主要是由于观察期间的高云覆盖。然而,两个数据集之间的比较显示,卫星传感器成功地检测到与原位观察一致的Sargassum丰富和聚集模式。 MODIS和VIIRS传感器更适合于描述大西洋规模的Sargassum聚集分布和动态,而新传感器,OLCI和MSI证明了它们检测Sargassum聚集的能力,并描述其(子)Mescle嵌套结构。在原位观察到的筏形状,尺寸,厚度,深度和生物质密度的高可变性意味着在使用Sargassum分布和生物质估计的卫星图时,要求谨慎。改进需要额外的原位和空中观察或非常高分辨率的卫星图像。

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