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利用哨兵 - 2 影像绘制格陵兰西南部峡湾的潮间带大型植物图。

Mapping intertidal macrophytes in fjords in Southwest Greenland using Sentinel-2 imagery.

作者信息

Carlson Daniel F, Vivó-Pons Antoni, Treier Urs A, Mätzler Eva, Meire Lorenz, Sejr Mikael, Krause-Jensen Dorte

机构信息

Arctic Research Centre, Aarhus University, Ole Worms Allé 1, Aarhus 8000, Denmark; Optical Oceanography, Institute of Carbon Cycles, Helmholtz-Zentrum Hereon, Max-Planck Str. 1, 21502 Geesthacht, Germany.

Arctic Research Centre, Aarhus University, Ole Worms Allé 1, Aarhus 8000, Denmark; Centre for Ocean Life, National Institute of Aquatic Resources, Technical University of Denmark, Kemitorvet, Lyngby 2800, Denmark.

出版信息

Sci Total Environ. 2023 Mar 20;865:161213. doi: 10.1016/j.scitotenv.2022.161213. Epub 2022 Dec 27.

Abstract

Changes in the distribution of coastal macrophytes in Greenland, and elsewhere in the Arctic are difficult to quantify as the region remains challenging to access and monitor. Satellite imagery, in particular Sentinel-2 (S2), may enable large-scale monitoring of coastal areas in Greenland but its use is impacted by the optically complex environments and the scarcity of supporting data in the region. Additionally, the canopies of the dominant macrophyte species in Greenland do not extend to the sea surface, limiting the use of indices that exploit the reflection of near-infrared radiation by vegetation due to its absorption by seawater. Three hypotheses are tested: I) 10-m S2 imagery and commonly used detection methods can identify intertidal macrophytes that are exposed at low tide in an optically complex fjord system in Greenland impacted by marine and land terminating glaciers; II) detached and floating macrophytes accumulate in patches that are sufficiently large to be detected by 10-m S2 images; III) iceberg scour and/or turbid meltwater runoff shape the spatial distribution of intertidal macroalgae in fjord systems with marine-terminating glaciers. The NDVI produced the best results in optically complex fjord systems in Greenland. 12 km of exposed intertidal macrophytes were identified in the study area at low tide. Floating mats of macrophytes ranged in area from 400 m to 326,800 m and were most common at the mouth of the fjord. Icebergs and turbidity appear to play a role in structuring the distribution of intertidal macrophytes and the retreat of marine terminating glaciers could allow macrophytes cover to expand. The challenges and solutions presented here apply to most fjords in Greenland and, therefore, the methodology may be extended to produce a Greenland-wide estimate of intertidal macrophytes.

摘要

格陵兰岛及北极其他地区沿海大型植物分布的变化难以量化,因为该地区的访问和监测仍具有挑战性。卫星图像,特别是哨兵 - 2(S2)卫星图像,或许能够对格陵兰岛的沿海地区进行大规模监测,但其应用受到该地区光学复杂环境以及辅助数据稀缺的影响。此外,格陵兰岛主要大型植物物种的冠层不会延伸至海面,这限制了利用植被对近红外辐射的反射(因其被海水吸收)的指数的使用。本文检验了三个假设:I)10米分辨率的S2卫星图像和常用检测方法能够识别在受海洋和陆地末端冰川影响的格陵兰岛光学复杂峡湾系统中,退潮时暴露的潮间带大型植物;II)分离和漂浮的大型植物会聚集在足够大的斑块中,能够被10米分辨率的S2图像检测到;III)冰山冲刷和/或浑浊的融水流径塑造了具有海洋末端冰川的峡湾系统中潮间带大型藻类的空间分布。在格陵兰岛光学复杂的峡湾系统中,归一化植被指数(NDVI)产生了最佳结果。在研究区域退潮时,识别出了12公里长的暴露潮间带大型植物。大型植物的漂浮垫层面积从400平方米到326,800平方米不等,在峡湾口最为常见。冰山和浊度似乎在构建潮间带大型植物的分布中发挥作用,海洋末端冰川的退缩可能会使大型植物覆盖范围扩大。这里提出的挑战和解决方案适用于格陵兰岛的大多数峡湾,因此,该方法可能会扩展以对格陵兰岛潮间带大型植物进行全岛范围的估算。

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