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首页> 外文期刊>Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of >Snow Cover Distribution in the Aksu Catchment (Central Tien Shan) 1986–2013 Based on AVHRR and MODIS Data
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Snow Cover Distribution in the Aksu Catchment (Central Tien Shan) 1986–2013 Based on AVHRR and MODIS Data

机译:基于AVHRR和MODIS数据的阿克苏集水区(中天山)1986-2013年的积雪分布

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Variability in snow cover strongly influences mass budgets of glaciers, permafrost distribution, and seasonal discharge of rivers. In times of a changing climate, the spatio-temporal patterns of snow cover are of high interest. In this study, snow cover time series for the Aksu catchment in Central Tien Shan have been generated from optical remote sensing imagery. The analyses span a period between 1986 and 2013 and imbed Advanced Very High Resolution Radiometer (AVHRR) level 1b scenes, which were classified using a dichotomous decision scheme, as well as the preprocessed Moderate Resolution Imaging Spectrometer (MODIS) snow cover product. High congruence of the results could be achieved in spite of different sensors involved. However, a small bias appears especially at high elevations. The results from 2000 to 2013 reveal that snow accumulation begins in October and melting starts in March. Above an elevation of around 5200 m a.s.l., permanent snow cover can be expected, which is mirrored by a zonal mean of more than 85% of snow for the whole period 1986–2013. Anomalies are very indicative and reveal a high interannual variability of snow cover in terms of quantity and spatial distribution. Change detection of snow cover probability (SCP) shows a slight decrease in lower altitudes up to 4000 m a.s.l. and an opposite trend above. However, the negative trends are not significant. Significant gradients have been found only at high elevations where the two data sources could not perfectly be harmonized. Comparisons with climatic variables show a similar temporal behavior of SCP and temperatures.
机译:积雪的变化强烈影响冰川的大量预算,多年冻土的分布以及河流的季节性排放。在气候变化的时期,人们非常关注积雪的时空分布。在这项研究中,从光学遥感影像中得出了天山中部阿克苏流域的积雪时间序列。这些分析涵盖了1986年至2013年之间的一段时间,并嵌入了超高分辨率辐射仪(AVHRR)的1b级场景,这些场景使用二分决策方案以及经过预处理的中分辨率成像光谱仪(MODIS)雪盖产品进行了分类。尽管涉及不同的传感器,也可以实现高度一致的结果。但是,特别是在高海拔地区,会出现较小的偏差。 2000年至2013年的结果表明,积雪始于10月,融化始于3月。在海拔约5200 m.s.l.的地方,可以预见永久性积雪,这在1986年至2013年的整个期间都反映了区域平均积雪超过85%的积雪。异常非常具有指示性,并且在数量和空间分布方面揭示了积雪的高年际变化。积雪变化概率(SCP)的变化检测显示,在海拔最高达到4000 m a.s.l的较低海拔上略有下降。与上述相反的趋势。但是,负面趋势并不明显。仅在无法完美协调两个数据源的高海拔地区才发现明显的梯度。与气候变量的比较显示出SCP和温度的类似时间行为。

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