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

机译:从原位到卫星观测热带北大西洋中上层羊栖藻的分布和聚集

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摘要

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, Sargassum 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 m2 area) nested within larger ones (of hundreds of km2). 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年夏季和秋季在北大西洋热带地区进行的观测,记录了使用舰船观测和卫星传感器观测以三种分辨率(MSI-10 m,OLCI-300 m,VIIRS-750 m和MODIS-1公里)。这两个数据集都报告,夏季,Sargassum聚集体主要在巴西附近和加勒比海岛屿附近观察到,而秋季则聚集在非洲海岸附近。基于原位观察,我们提出了五类分类法,可以对原产Sargassum筏形和尺寸的描述进行标准化。最普遍观察到的Sargassum筏类型是稻草行,但也观察到由​​几百米宽的准圆形斑块组成的大型筏。卫星图像显示,这些筏在较大范围内形成了较大的Sargassum聚集体,较小的聚集体(数十m 2 区域)嵌套在较大的聚集体中(数百km 2 )。对于此数据集,不同卫星传感器与原位观测之间的匹配受到限制,这主要是因为观测期间云量较高。尽管如此,两个数据集之间的比较表明,卫星传感器成功地检测到了羊栖菜的丰度和聚集模式,与原位观测结果一致。 MODIS和VIIRS传感器更适合描述大西洋规模上的Sargassum聚集分布和动力学,而新的传感器OLCI和MSI证明了它们能够检测Sargassum聚集并描述其(亚)中尺度嵌套结构的能力。在原位观察到的筏形,大小,厚度,深度和生物量密度的高度可变性意味着在使用卫星藻类分布和生物量估算的卫星地图时需要谨慎。改进将需要更多的原位和机载观测或非常高分辨率的卫星图像。

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