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Multi-Decadal Variability of Polynya Characteristics and Ice Production in the North Water Polynya by Means of Passive Microwave and Thermal Infrared Satellite Imagery

机译:利用被动微波和热红外卫星成像技术研究北水多产多生菌的多年代际变化和产冰

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The North Water (NOW) Polynya is a regularly-forming area of open-water and thin-ice, located between northwestern Greenland and Ellesmere Island (Canada) at the northern tip of Baffin Bay. Due to its large spatial extent, it is of high importance for a variety of physical and biological processes, especially in wintertime. Here, we present a long-term remote sensing study for the winter seasons 1978/1979 to 2014/2015. Polynya characteristics are inferred from (1) sea ice concentrations and brightness temperatures from passive microwave satellite sensors (Advanced Microwave Scanning Radiometer (AMSR-E and AMSR2), Scanning Multichannel Microwave Radiometer (SMMR), Special Sensor Microwave Imager/Sounder (SSM/I-SSMIS)) and (2) thin-ice thickness distributions, which are calculated using MODIS ice-surface temperatures and European Center for Medium-Range Weather Forecasts (ECMWF) atmospheric reanalysis data in a 1D thermodynamic energy-balance model. Daily ice production rates are retrieved for each winter season from 2002/2003 to 2014/2015, assuming that all heat loss at the ice surface is balanced by ice growth. Two different cloud-cover correction schemes are applied on daily polynya area and ice production values to account for cloud gaps in the MODIS composites. Our results indicate that the NOW polynya experienced significant seasonal changes over the last three decades considering the overall frequency of polynya occurrences, as well as their spatial extent. In the 1980s, there were prolonged periods of a more or less closed ice cover in northern Baffin Bay in winter. This changed towards an average opening on more than 85% of the days between November and March during the last decade. Noticeably, the sea ice cover in the NOW polynya region shows signs of a later-appearing fall freeze-up, starting in the late 1990s. Different methods to obtain daily polynya area using passive microwave AMSR-E/AMSR2 data and SSM/I-SSMIS data were applied. A comparison with MODIS data (thin-ice thickness ≤ 20 cm) shows that the wintertime polynya area estimates derived by MODIS are about 30 to 40% higher than those derived using the polynya signature simulation method (PSSM) with AMSR-E data. In turn, the difference in polynya area between PSSM and a sea ice concentration (SIC) threshold of 70% is fairly low (approximately 10%) when applied to AMSR-E data. For the coarse-resolution SSM/I-SSMIS data, this difference is much larger, particularly in November and December. Instead of a sea ice concentration threshold, the PSSM method should be used for SSM/I-SSMIS data. Depending on the type of cloud-cover correction, the calculated ice production based on MODIS data reaches an average value of 264.4 ± 65.1 km 3 to 275.7 ± 67.4 km 3 (2002/2003 to 2014/2015) and shows a high interannual variability. Our achieved long-term results underline the major importance of the NOW polynya considering its influence on Arctic ice production and associated atmosphere/ocean processes.
机译:北水(NOW)波利尼亚河是规则形成的开阔水域和薄冰区,位于巴芬湾北端,位于格陵兰岛西北部和加拿大埃尔斯米尔岛之间。由于其较大的空间范围,因此对于各种物理和生物过程(特别是在冬季)非常重要。在这里,我们提出了从1978/1979到2014/2015冬季的长期遥感研究。从(1)无源微波卫星传感器(高级微波扫描辐射仪(AMSR-E和AMSR2),扫描多通道微波辐射仪(SMMR),特殊传感器微波成像仪/测深仪(SSM / I) -SSMIS))和(2)薄冰厚度分布,它们是使用MODIS冰表面温度和欧洲中距离天气预报中心(ECMWF)在一维热力学能量平衡模型中进行的大气再分析数据计算得出的。假定2002年至2003年至2014/2015年每个冬季的每日冰产量均取回,假设冰面的所有热量损失都由冰的生长来平衡。将两种不同的云量覆盖校正方案应用于日均年面积和产冰量,以解决MODIS复合材料中的云隙。我们的结果表明,考虑到polynya发生的总体频率及其空间范围,在过去的三十年中,NOW polynya经历了明显的季节性变化。在1980年代,冬季北部巴芬湾的冰盖或多或少处于封闭状态。在过去十年中,从11月到3月之间,平均开放时间超过了85%。值得注意的是,现在波利尼亚地区的海冰覆盖物显示出从1990年代后期开始出现秋季冻结的迹象。应用了使用被动微波AMSR-E / AMSR2数据和SSM / I-SSMIS数据获取每日多卵期面积的不同方法。与MODIS数据(薄冰厚度≤20 cm)的比较表明,由MODIS得出的冬季多产面积估计值比使用带有AMSR-E数据的多产签名模拟方法(PSSM)得出的估计值高约30%至40%。反过来,当应用于AMSR-E数据时,PSSM与70%的海冰浓度(SIC)阈值之间的polynya面积差异相当低(约10%)。对于SSM / I-SSMIS粗分辨率数据,此差异要大得多,尤其是在11月和12月。代替海冰浓度阈值,应该将PSSM方法用于SSM / I-SSMIS数据。根据云覆盖校正的类型,基于MODIS数据计算出的冰产量达到平均值264.4±65.1 km 3至275.7±67.4 km 3(2002/2003至2014/2015),并且年际变化较大。我们取得的长期成果强调了NOW多年生植物对北极冰生产和相关大气/海洋过程的影响,这一点非常重要。

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