2019
DOI: 10.1017/jog.2018.105
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Tracking icebergs with time-lapse photography and sparse optical flow, LeConte Bay, Alaska, 2016–2017

Abstract: We present a workflow to track icebergs in proglacial fjords using oblique time-lapse photos and the Lucas-Kanade optical flow algorithm. We employ the workflow at LeConte Bay, Alaska, where we ran five time-lapse cameras between April 2016 and September 2017, capturing more than 400 000 photos at frame rates of 0.5–4.0 min−1. Hourly to daily average velocity fields in map coordinates illustrate dynamic currents in the bay, with dominant downfjord velocities (exceeding 0.5 m s−1 intermittently) and several edd… Show more

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Cited by 18 publications
(40 citation statements)
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References 31 publications
(41 reference statements)
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“…This paper focuses on the time series data that were collected during the course of the project and captured the ephemeral ice mélange that was present in the fjord from February to April 2017. Much of the data and methods have been discussed previously; here we describe the key features of the data and methods but refer the reader to Kienholz and others (2019) and Sutherland and others (2019) for further details. Also, we note that all data were recorded (and are presented here) in Coordinate Universal Time (UTC).…”
Section: Study Area and Methodsmentioning
confidence: 99%
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“…This paper focuses on the time series data that were collected during the course of the project and captured the ephemeral ice mélange that was present in the fjord from February to April 2017. Much of the data and methods have been discussed previously; here we describe the key features of the data and methods but refer the reader to Kienholz and others (2019) and Sutherland and others (2019) for further details. Also, we note that all data were recorded (and are presented here) in Coordinate Universal Time (UTC).…”
Section: Study Area and Methodsmentioning
confidence: 99%
“…During ice mélange break-up, the icebergs moved too quickly to be tracked across daily images. Instead of changing our sampling strategy, we instead rely on the results of Kienholz and others (2019), who applied sparse optical flow to track icebergs over short time periods (15–120 s) and used the iceberg velocity fields as proxies for fjord surface currents. Although the workflow was designed to track freely flowing icebergs, it also works well in other applications as long as changes in illumination between successive images are small (i.e., the time-lapse interval is small).…”
Section: Study Area and Methodsmentioning
confidence: 99%
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“…where f j is the 2000-2010 mean observed ice flux (Enderlin et al, 2014;King et al, 2018) and the sum runs over all glaciers j in ice-ocean sector i. This ensures that the largest glaciers are treated as the most important when generating a retreat projection per sector.…”
Section: Averaging Retreat Per Ice-ocean Sectormentioning
confidence: 99%
“…The summer and winter terminus exposures gradually decreased as the morainal bank complex grew (winter exposures were affected to a greater degree). Fjord circulation is generally stratified as noted in (a) and (b), and more variable in winter than in summer (see Kienholz et al, 2019).…”
Section: Sediment Dynamics and Moraine Growthmentioning
confidence: 89%