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Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2

机译:春天熔体池塘在加拿大北极群岛中预测到雷达拉特-2

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Melt ponds form on the surface of Arctic sea ice during spring, influencing how much solar radiation is absorbed into the sea ice–ocean system, which in turn impacts the ablation of sea ice during the melt season. Accordingly, melt pond fraction (fp) has been shown to be a useful predictor of sea ice area during the summer months. Sea ice dynamic and thermodynamic processes operating within the narrow channels and inlets of the Canadian Arctic Archipelago (CAA) during the summer months are difficult for model simulations to accurately resolve. Additional information on fp variability in advance of the melt season within the CAA could help constrain model simulations and/or provide useful information in advance of the shipping season. Here, we use RADARSAT-2 imagery to predict and analyze peak melt pond fraction (fpk) and evaluate its utility to provide predictive information with respect to sea ice area during the melt season within the CAA from 2009–2018. The temporal variability of RADARSAT-2 fpk over the 10-year record was found to be strongly linked to the variability of mean April multi-year ice area with a statistically significant detrended correlation (R) of R=-0.89. The spatial distribution of RADARSAT-2 fpk was found to be in excellent agreement with the sea ice stage of development prior to the melt season. RADARSAT-2 fpk values were in good agreement with fpk observed from in situ observations but were found to be ~?0.05 larger compared to MODIS fpk observations. Dynamically stable sea ice regions within the CAA exhibited higher detrended correlations between RADARSAT-2 fpk and summer sea ice area. Our results show that RADARSAT-2 fpk can be used to provide predictive information about summer sea ice area for a key shipping region of the Northwest Passage.
机译:在春天的北极海冰表面上形成融化池,影响太阳辐射被吸收到海冰海洋系统中,这反过来又影响了海冰的融化季节。因此,熔体池级分(FP)已被证明在夏季期间海冰区的有用预测因子。在夏季的狭窄通道和狭窄通道和入口处运行的海冰动态和热力学过程难以模拟模拟难以准确地解决。 CAA内熔体季节提前有关FP变异性的附加信息可以帮助限制模型模拟和/或在运输季节之前提供有用的信息。在这里,我们使用Radarsat-2图像来预测和分析峰熔池级分(FPK),并评估其实用性在2009 - 2018年CAA内的熔体季节期间为海冰区域提供预测信息。发现Radarsat-2 FPK在10年记录中的时间变异性与平均4月份冰面积的变异性强烈相关,r = -0.89的统计学显着的贬值相关性(r)。发现Radarsat-2 FPK的空间分布与融化季节之前的海冰阶段的良好一致。雷达拉-2 FPK值与原位观察观察到的FPK非常一致,但与MODIS FPK观察相比,被发现是~~ 0.05。 CAA内的动态稳定的海冰区在Radarsat-2 FPK和夏季海冰区之间表现出更高的妇女相关性。我们的研究结果表明,Radarsat-2 FPK可用于提供有关夏季海冰区的预测信息,了解西北通道的关键送货区。

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