Abstract

Abstract. Iceberg calving is the main process that facilitates the dynamic mass loss of ice sheets into the ocean, which accounts for approximately half of the mass loss of the Antarctic ice sheet. Fine-scale calving variability observations can help reveal the calving mechanisms and identify the principal processes that influence how the changing climate affects global sea level through the ice shelf buttressing effect on the Antarctic ice sheet. Iceberg calving from entire ice shelves for short time intervals or from specific ice shelves for long time intervals has been monitored before, but there is still a lack of consistent, long-term, and high-precision records on independent calving events for all of the Antarctic ice shelves. In this study, a 15-year annual iceberg calving product measuring every independent calving event larger than 1 km2 over all of the Antarctic ice shelves that occurred from August 2005 to August 2020 was developed based on 16 years of continuous satellite observations. First, the expansion of the ice shelf frontal coastline was simulated according to ice velocity; following this, the calved areas, which are considered to be the differences between the simulated coastline, were manually delineated, and the actual coastline was derived from the corresponding satellite imagery, based on multisource optical and synthetic aperture radar (SAR) images. The product provides detailed information on each calving event, including the associated year of occurrence, area, size, average thickness, mass, recurrence interval, and measurement uncertainties. A total of 1975 annual calving events larger than 1 km2 were detected on the Antarctic ice shelves from August 2005 to August 2020. The average annual calved area was measured as 3549.1 km2 with an uncertainty value of 14.3 km2, and the average calving rate was measured as 770.3 Gt yr−1 with an uncertainty value of 29.5 Gt yr−1. The number of calving events, calved area, and calved mass fluctuated moderately during the first decade, followed by a dramatic increase from 2015/2016 to 2019/2020. During the dataset period, large ice shelves, such as the Ronne–Filchner and Ross ice shelves, advanced with low calving frequency, whereas small- and medium-sized ice shelves retreated and calved more frequently. Iceberg calving of ice shelves is most prevalent in West Antarctica, followed by the Antarctic Peninsula and Wilkes Land in East Antarctica. The annual iceberg calving event dataset of Antarctic ice shelves provides consistent and precise calving observations with the longest time coverage. The dataset provides multidimensional variables for each independent calving event that can be used to study detailed spatial–temporal variations in Antarctic iceberg calving. The dataset can also be used to study ice sheet mass balance, calving mechanisms, and responses of iceberg calving to climate change. The dataset, entitled “Annual iceberg calving dataset of the Antarctic ice shelves (2005–2020)”, is shared via the National Tibetan Plateau Data Center: https://doi.org/10.11888/Glacio.tpdc.271250 (Qi et al., 2021). In addition, the average annual calving rate of 18.4±6.7 Gt yr−1 for calving events smaller than 1 km2 of the Antarctic ice shelves and the calving rate of 166.7±15.2 Gt yr−1 for the marine-terminating glaciers were estimated.

Highlights

  • The ice shelves surrounding Antarctica’s coastline play an important role in the stability of the Antarctic ice sheet and its mass balance

  • Enhanced iceberg calving can indirectly lead to ice shelf instability, which accelerates the outflow of tributary glaciers into the ocean, causing sea level rise (Berthier et al, 2012; Furst et al, 2016; Rignot et al, 2004)

  • Satellite images used in the development of this product include Wide Swath Mode (WSM) images from Envisat Advanced Synthetic Aperture Radar (ASAR) for 2005 to 2011; MODIS (Moderate-resolution Imaging Spectroradiometer) 250 m Calibrated Radiances product images (MODIS Characterization Support Team, 2017) for 2012 to 2014; the synthetic images of Landsat 8 OLI (Operational Land Imager) for bands 4 (630–680 nm), 3 (525–600 nm), and 2 (450–515 nm) for 2013 to 2020; and the Extra Wide Swath (EW) mode images of Sentinel-1 synthetic aperture radar (SAR) for 2015 to 2020

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Summary

Introduction

The ice shelves surrounding Antarctica’s coastline play an important role in the stability of the Antarctic ice sheet and its mass balance. Different models are used to understand the evolution of and changes in ice shelves (Hill et al, 2018; Lovell et al, 2017; Luckman et al, 2015; Miles et al, 2017) The latter focus on the monitoring and quantitative assessment of calved areas using remotely sensed data, which can be assimilated into ice sheet models to further improve the accuracy of model simulations (Massom et al, 2018; Pattyn and Morlighem, 2020). The long-term and high-precision remote sensing observation of circum-Antarctic independent calving events describes the spatial and temporal features of iceberg calving and provides fundamental data for further investigating calving mechanisms and estimating ice shelf mass balance in response to climate change. We analyze the spatial and temporal characteristics of iceberg calving for the last 15 years

Satellite imagery
Processes of direct observation of an annual independent calving event
Data preprocessing of the remotely sensed image
Iceberg calving extraction of independent calving events
Velocity-based ice shelf front edge simulation
Iceberg calving extraction
Attribute acquisition of independent calving events
Calved area and calved mass
Uncertainty assessment
Recurrence interval
Consistency validation of multisource satellite imagery
Estimation method
Consistency of multisource satellite imagery
Attribute uncertainties of independent calving events
Temporal and spatial variations in Antarctic iceberg calving
Calving scale of independent calving events
Calving recurrence interval of independent calving events
Spatial distribution of independent calving events
Discussion
Findings
Conclusion
Full Text
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