Observing the evolution of summer melt on multiyear sea ice with ICESat-2 and Sentinel-2

IF 4.4 2区 地球科学 Q1 GEOGRAPHY, PHYSICAL Cryosphere Pub Date : 2023-08-31 DOI:10.5194/tc-17-3695-2023
Ellen M. Buckley, S. Farrell, U. Herzfeld, M. Webster, T. Trantow, O. Baney, K. Duncan, Huiling Han, M. Lawson
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引用次数: 4

Abstract

Abstract. We investigate sea ice conditions during the 2020 melt season, when warm air temperature anomalies in spring led to early melt onset, an extended melt season, and the second-lowest September minimum Arctic ice extent observed. We focus on the region of the most persistent ice cover and examine melt pond depth retrieved from Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) using two distinct algorithms in concert with a time series of melt pond fraction and ice concentration derived from Sentinel-2 imagery to obtain insights about the melting ice surface in three dimensions. We find the melt pond fraction derived from Sentinel-2 in the study region increased rapidly in June, with the mean melt pond fraction peaking at 16 % ± 6 % on 24 June 2020, followed by a slow decrease to 8 % ± 6 % by 3 July, and remained below 10 % for the remainder of the season through 15 September. Sea ice concentration was consistently high (>95 %) at the beginning of the melt season until 4 July, and as floes disintegrated, it decreased to a minimum of 70 % on 30 July and then became more variable, ranging from 75 % to 90 % for the remainder of the melt season. Pond depth increased steadily from a median depth of 0.40 m ± 0.17 m in early June and peaked at 0.97 m ± 0.51 m on 16 July, even as melt pond fraction had already started to decrease. Our results demonstrate that by combining high-resolution passive and active remote sensing we now have the ability to track evolving melt conditions and observe changes in the sea ice cover throughout the summer season.
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利用ICESat-2和Sentinel-2观测多年海冰夏季融化的演变
摘要我们研究了2020年融冰季节的海冰状况,春季暖空气温度异常导致融冰开始提前,融冰季节延长,9月北极冰面积最小。我们将重点放在最持久的冰盖区域,并使用两种不同的算法,结合从Sentinel-2图像中获得的融化池分数和冰浓度的时间序列,检查从冰、云和陆地高程卫星2 (ICESat-2)获取的融化池深度,以获得有关融化冰表面的三维信息。我们发现,6月份研究区Sentinel-2的熔池分数迅速增加,平均熔池分数在2020年6月24日达到16%±6%的峰值,随后在7月3日缓慢下降至8%±6%,并在9月15日之前保持在10%以下。海冰浓度在融冰季开始时一直很高,直到7月4日,随着浮冰的分解,在7月30日下降到最低的70%,然后变得更加多变,在融冰季的剩余时间里,海冰浓度在75%到90%之间变化。熔池深度从6月初的中位深度0.40 m±0.17 m稳步增加,7月16日达到峰值0.97 m±0.51 m,尽管熔池比例已经开始下降。我们的研究结果表明,通过结合高分辨率被动和主动遥感,我们现在有能力跟踪不断变化的融化条件,并观察整个夏季海冰覆盖的变化。
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来源期刊
Cryosphere
Cryosphere GEOGRAPHY, PHYSICAL-GEOSCIENCES, MULTIDISCIPLINARY
CiteScore
8.70
自引率
17.30%
发文量
240
审稿时长
4-8 weeks
期刊介绍: The Cryosphere (TC) is a not-for-profit international scientific journal dedicated to the publication and discussion of research articles, short communications, and review papers on all aspects of frozen water and ground on Earth and on other planetary bodies. The main subject areas are the following: ice sheets and glaciers; planetary ice bodies; permafrost and seasonally frozen ground; seasonal snow cover; sea ice; river and lake ice; remote sensing, numerical modelling, in situ and laboratory studies of the above and including studies of the interaction of the cryosphere with the rest of the climate system.
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