Earth system science data · 2021 · 74 citations · 42 references
Natural SciencesEarth SciencesGeophysicsCryosphere StudiesGlaciologyRemote SensingCryospheric Remote SensingIce MonitoringRemote Sensing Of IceSatellite Data ValidationSatellite InstrumentationSea Ice Remote SensingData SelectionIce Sheet MonitoringIce Sheet Velocity FieldsIce Surface Velocity MappingIn-situ MeasurementsOutlier RemovalSynthetic Aperture RadarSynthetic Aperture Radar Data
Abstract. We present the Programme for Monitoring of the Greenland Ice Sheet (PROMICE) Ice Velocity product (https://doi.org/10.22008/promice/data/sentinel1icevelocity/greenlandicesheet, Solgaard and Kusk, 2021), which is a time series of Greenland Ice Sheet ice velocity mosaics spanning September 2016 through to the present. The product is based on Sentinel-1 synthetic aperture radar data and has a 500 m grid spacing. A new mosaic is available every 12 d and spans two consecutive Sentinel-1 cycles (24 d). The product is made available within ∼ 10 d of the last acquisition and includes all possible 6 and 12 d pairs within the two Sentinel-1A cycles. We describe our operational processing chain from data selection, mosaicking, and error estimation to final outlier removal. The product is validated against in situ GPS measurements. We find that the standard deviation of the difference between satellite- and GPS-derived velocities (and bias) is 20 m yr−1 (−3 m yr−1) and 27 m yr−1 (−2 m yr−1) for the components in an eastern and northern direction, respectively. Over stable ground the values are 8 m yr−1 (0.1 m yr−1) and 12 m yr−1 (−0.6 m yr−1) in an eastern and northern direction, respectively. This is within the expected values; however, we expect that the GPS measurements carry a considerable part of this uncertainty. We investigate variations in coverage from both a temporal and spatial perspective. The best spatial coverage is achieved in winter due to the comprehensive data coverage by Sentinel-1 and high coherence, while summer mosaics have the lowest coverage due to widespread melt. The southeast Greenland Ice Sheet margin, along with other areas of high accumulation and melt, often has gaps in the ice velocity mosaics. The spatial comprehensiveness and temporal consistency make the product ideal both for monitoring and for studying ice-sheet-wide and glacier-specific ice discharge and dynamics of glaciers on seasonal scales.
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Changes in the Velocity Structure of the Greenland Ice Sheet
Eric Rignot, Pannir Kanagaratnam · Science · 2006 · 1.3K citations · Full text
Universal outlier detection for PIV data
Jerry Westerweel, Fulvio Scarano · Experiments in Fluids · 2005 · 1.2K citations
Mass balance of the Greenland Ice Sheet from 1992 to 2018