Monitoring of supraglacial lake distribution and full-year changes using multisource time-series satellite imagery

Zhu, Dongyu; Zhou, Chunxia; Zhu, Yikai; Wang, Tao; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 Monitoring of supraglacial lake distribution and full-year changes using multisource time-series satellite imagery [in special issue: Remote sensing of cryosphere and related processes] Remote Sensing, 15 (24), 5726. 16, pp. 10.3390/rs15245726

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Official URL: http://dx.doi.org/10.3390/rs15245726

Abstract/Summary

Change of supraglacial lakes (SGLs) is an important hydrological activity on the Greenland ice sheet (GrIS), and storage and drainage of SGLs occur throughout the year. However, current studies tend to split SGL changes into melt/non-melt seasons, ignoring the effect of buried lakes in the exploration of drainage, and the existing threshold-based approach to SGL extraction in a synthetic aperture radar (SAR) is influenced by the choice of the study area mask. In this study, a new method (Otsu–Canny–Otsu (OCO)), which accesses the features of SGLs on optical and SAR images objectively, is proposed for full-year SGL extraction with Google Earth Engine (GEE). The SGLs on the Petermann Glacier were monitored well by OCO throughout 2021, including buried lakes and more detailed rapid drainage events. Some SGLs’ extent varied minimally in a year (area varying by 10–25%) while some had very rapid drainage (a rapid drainage event from July 26 to 30). The SGL extraction results were influenced by factors such as the mode of polarization, the surface environment, and the depth of the lake. The OCO method can provide a more comprehensive analysis for SGL changes throughout the year.

Item Type:	Publication - Article
Digital Object Identifier (DOI):	10.3390/rs15245726
UKCEH and CEH Sections/Science Areas:	UKCEH Fellows
ISSN:	2072-4292
Additional Information. Not used in RCUK Gateway to Research.:	Open Access paper - full text available via Official URL link.
Additional Keywords:	supraglacial lakes, full-year monitoring, OCO method, buried lake, Google Earth Engine, Petermann Glacier
NORA Subject Terms:	Earth Sciences Electronics, Engineering and Technology Glaciology
Date made live:	20 Dec 2023 10:06 +0 (UTC)
URI:	https://nora.nerc.ac.uk/id/eprint/536523

Item Type:

Publication - Article

Digital Object Identifier (DOI):

10.3390/rs15245726

UKCEH and CEH Sections/Science Areas:

UKCEH Fellows

ISSN:

2072-4292

Additional Information. Not used in RCUK Gateway to Research.:

Open Access paper - full text available via Official URL link.

Additional Keywords:

supraglacial lakes, full-year monitoring, OCO method, buried lake, Google Earth Engine, Petermann Glacier