Articles | Volume 13, issue 3
https://doi.org/10.5194/tc-13-955-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-13-955-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
High-accuracy UAV photogrammetry of ice sheet dynamics with no ground control
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Poul Christoffersen
Scott Polar Research Institute, University of Cambridge, Cambridge, UK
Samuel H. Doyle
Centre for Glaciology, Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, UK
Antonio Abellan
Institute of Applied Geoscience, School of Earth and Environment, University of Leeds, Leeds, UK
Neal Snooke
Department of Computer Science, Aberystwyth University, Aberystwyth, UK
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Thomas R. Chudley, Ian M. Howat, Bidhyananda Yadav, and Myoung-Jong Noh
The Cryosphere, 16, 2629–2642, https://doi.org/10.5194/tc-16-2629-2022, https://doi.org/10.5194/tc-16-2629-2022, 2022
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Sentinel-2 images are subject to distortion due to orthorectification error, which makes it difficult to extract reliable glacier velocity fields from images from different orbits. Here, we use a complete record of velocity fields at four Greenlandic outlet glaciers to empirically estimate the systematic error, allowing us to correct cross-track glacier velocity fields to a comparable accuracy to other medium-resolution satellite datasets.
Yu Wang, Chen Zhao, Rupert Gladstone, Thomas Zwinger, Benjamin K. Galton-Fenzi, and Poul Christoffersen
The Cryosphere, 18, 5117–5137, https://doi.org/10.5194/tc-18-5117-2024, https://doi.org/10.5194/tc-18-5117-2024, 2024
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Our research delves into the future evolution of Antarctica's Wilkes Subglacial Basin (WSB) and its potential contribution to sea level rise, focusing on how basal melt is implemented at the grounding line in ice flow models. Our findings suggest that these implementation methods can significantly impact the magnitude of future ice loss projections. Under a high-emission scenario, the WSB ice sheet could undergo massive and rapid retreat between 2200 and 2300.
Xabier Blanch, Marta Guinau, Anette Eltner, and Antonio Abellan
Nat. Hazards Earth Syst. Sci., 23, 3285–3303, https://doi.org/10.5194/nhess-23-3285-2023, https://doi.org/10.5194/nhess-23-3285-2023, 2023
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We present cost-effective photogrammetric systems for high-resolution rockfall monitoring. The paper outlines the components, assembly, and programming codes required. The systems utilize prime cameras to generate 3D models and offer comparable performance to lidar for change detection monitoring. Real-world applications highlight their potential in geohazard monitoring which enables accurate detection of pre-failure deformation and rockfalls with a high temporal resolution.
Anja Løkkegaard, Kenneth D. Mankoff, Christian Zdanowicz, Gary D. Clow, Martin P. Lüthi, Samuel H. Doyle, Henrik H. Thomsen, David Fisher, Joel Harper, Andy Aschwanden, Bo M. Vinther, Dorthe Dahl-Jensen, Harry Zekollari, Toby Meierbachtol, Ian McDowell, Neil Humphrey, Anne Solgaard, Nanna B. Karlsson, Shfaqat A. Khan, Benjamin Hills, Robert Law, Bryn Hubbard, Poul Christoffersen, Mylène Jacquemart, Julien Seguinot, Robert S. Fausto, and William T. Colgan
The Cryosphere, 17, 3829–3845, https://doi.org/10.5194/tc-17-3829-2023, https://doi.org/10.5194/tc-17-3829-2023, 2023
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This study presents a database compiling 95 ice temperature profiles from the Greenland ice sheet and peripheral ice caps. Ice viscosity and hence ice flow are highly sensitive to ice temperature. To highlight the value of the database in evaluating ice flow simulations, profiles from the Greenland ice sheet are compared to a modeled temperature field. Reoccurring discrepancies between modeled and observed temperatures provide insight on the difficulties faced when simulating ice temperatures.
Thomas R. Chudley, Ian M. Howat, Bidhyananda Yadav, and Myoung-Jong Noh
The Cryosphere, 16, 2629–2642, https://doi.org/10.5194/tc-16-2629-2022, https://doi.org/10.5194/tc-16-2629-2022, 2022
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Sentinel-2 images are subject to distortion due to orthorectification error, which makes it difficult to extract reliable glacier velocity fields from images from different orbits. Here, we use a complete record of velocity fields at four Greenlandic outlet glaciers to empirically estimate the systematic error, allowing us to correct cross-track glacier velocity fields to a comparable accuracy to other medium-resolution satellite datasets.
Tun Jan Young, Carlos Martín, Poul Christoffersen, Dustin M. Schroeder, Slawek M. Tulaczyk, and Eliza J. Dawson
The Cryosphere, 15, 4117–4133, https://doi.org/10.5194/tc-15-4117-2021, https://doi.org/10.5194/tc-15-4117-2021, 2021
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If the molecules that make up ice are oriented in specific ways, the ice becomes softer and enhances flow. We use radar to measure the orientation of ice molecules in the top 1400 m of the Western Antarctic Ice Sheet Divide. Our results match those from an ice core extracted 10 years ago and conclude that the ice flow has not changed direction for the last 6700 years. Our methods are straightforward and accurate and can be applied in places across ice sheets unsuitable for ice coring.
Iain Wheel, Poul Christoffersen, and Sebastian H. Mernild
The Cryosphere Discuss., https://doi.org/10.5194/tc-2020-194, https://doi.org/10.5194/tc-2020-194, 2020
Manuscript not accepted for further review
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Down-fjord winds, known as katabatic winds, are shown to increase water temperatures close to Helheim Glacier through circulation changes. More importantly, strong winds are shown to break up the sea-ice and iceberg matrix in front of the glacier which through a loss of support to the glacier leads to retreat of up to 1.5 km. Therefore katabatic winds are hypothesised to play an important role in the retreat of Helheim Glacier and to be important in the retreat of other Greenland glaciers.
Samuel J. Cook, Poul Christoffersen, Joe Todd, Donald Slater, and Nolwenn Chauché
The Cryosphere, 14, 905–924, https://doi.org/10.5194/tc-14-905-2020, https://doi.org/10.5194/tc-14-905-2020, 2020
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This paper models how water flows beneath a large Greenlandic glacier and how the structure of the drainage system it flows in changes over time. We also look at how this affects melting driven by freshwater plumes at the glacier front, as well as the implications for glacier flow and sea-level rise. We find an active drainage system and plumes exist year round, contradicting previous assumptions and suggesting more melting may not slow the glacier down, unlike at other sites in Greenland.
Joe Todd, Poul Christoffersen, Thomas Zwinger, Peter Råback, and Douglas I. Benn
The Cryosphere, 13, 1681–1694, https://doi.org/10.5194/tc-13-1681-2019, https://doi.org/10.5194/tc-13-1681-2019, 2019
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The Greenland Ice Sheet loses 30 %–60 % of its ice due to iceberg calving. Calving processes and their links to climate are not well understood or incorporated into numerical models of glaciers. Here we use a new 3-D calving model to investigate calving at Store Glacier, West Greenland, and test its sensitivity to increased submarine melting and reduced support from ice mélange (sea ice and icebergs). We find Store remains fairly stable despite these changes, but less so in the southern side.
Jérémie Voumard, Antonio Abellán, Pierrick Nicolet, Ivanna Penna, Marie-Aurélie Chanut, Marc-Henri Derron, and Michel Jaboyedoff
Nat. Hazards Earth Syst. Sci., 17, 2093–2107, https://doi.org/10.5194/nhess-17-2093-2017, https://doi.org/10.5194/nhess-17-2093-2017, 2017
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We discuss the challenges and limitations of surveying rock slope failures using 3-D reconstruction from images acquired from street view imagery (SVI) and processed with modern photogrammetric workflows. Despite some clear limitations and challenges, we demonstrate that this original approach could help obtain preliminary 3-D models of an area without on-field images. Furthermore, the pre-failure topography can be obtained for sites where it would not be available otherwise.
Antoine Guerin, Antonio Abellán, Battista Matasci, Michel Jaboyedoff, Marc-Henri Derron, and Ludovic Ravanel
Nat. Hazards Earth Syst. Sci., 17, 1207–1220, https://doi.org/10.5194/nhess-17-1207-2017, https://doi.org/10.5194/nhess-17-1207-2017, 2017
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The coupling of terrestrial lidar scans acquired in 2011 and a photogrammetric model created from 30 old Web-retrieved images enabled reconstructing in 3-D the Drus west face before the 2005 rock avalanche and estimating the volume of this event. The volume is calculated as 292 680 m3 (±5.6 %). However, despite functioning well for the Drus (legendary peak), this method would have been difficult to implement on a less-well-known site with fewer images available to be collected and downloaded.
Ryan A. Kromer, Antonio Abellán, D. Jean Hutchinson, Matt Lato, Marie-Aurelie Chanut, Laurent Dubois, and Michel Jaboyedoff
Earth Surf. Dynam., 5, 293–310, https://doi.org/10.5194/esurf-5-293-2017, https://doi.org/10.5194/esurf-5-293-2017, 2017
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We developed and tested an automated terrestrial laser scanning (ATLS) system with near-real-time change detection at the Séchilienne landslide. We monitored the landslide for a 6-week period collecting a point cloud every 30 min. We detected various slope processes including movement of scree material, pre-failure deformation of discrete rockfall events and deformation of the main landslide body. This system allows the study of slope processes a high level of temporal detail.
Céline Longchamp, Antonio Abellan, Michel Jaboyedoff, and Irene Manzella
Earth Surf. Dynam., 4, 743–755, https://doi.org/10.5194/esurf-4-743-2016, https://doi.org/10.5194/esurf-4-743-2016, 2016
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The main objective of this research is to analyze rock avalanche dynamics by means of a detailed structural analysis of the deposits coming from data of 3-D measurements. The studied deposits are of different magnitude: (1) decimeter level scale laboratory experiments and (2) well-studied rock avalanches.
Filtering techniques were developed and applied to a 3-D dataset in order to detect fault structures present in the deposits and to propose kinematic mechanisms for the propagation.
Anette Eltner, Andreas Kaiser, Carlos Castillo, Gilles Rock, Fabian Neugirg, and Antonio Abellán
Earth Surf. Dynam., 4, 359–389, https://doi.org/10.5194/esurf-4-359-2016, https://doi.org/10.5194/esurf-4-359-2016, 2016
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Three-dimensional reconstruction of earth surfaces from overlapping images is a promising tool for geoscientists. The method is very flexible, cost-efficient and easy to use, leading to a high variability in applications at different scales. Performance evaluation reveals that good accuracies are achievable but depend on the requirements of the individual case study. Future applications and developments (i.e. big data) will consolidate this essential tool for digital surface mapping.
J. C. Ryan, A. L. Hubbard, J. E. Box, J. Todd, P. Christoffersen, J. R. Carr, T. O. Holt, and N. Snooke
The Cryosphere, 9, 1–11, https://doi.org/10.5194/tc-9-1-2015, https://doi.org/10.5194/tc-9-1-2015, 2015
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An unmanned aerial vehicle (UAV) equipped with a commercial digital camera enabled us to obtain high-resolution digital images of the calving front of Store glacier, Greenland. The three sorties flown enabled key glaciological parameters to be quantified in sufficient detail to reveal that the terminus of Store glacier is a complex system with large variations in crevasse patterns surface velocities, calving processes, surface elevations and front positions at a daily and seasonal timescale.
J. Todd and P. Christoffersen
The Cryosphere, 8, 2353–2365, https://doi.org/10.5194/tc-8-2353-2014, https://doi.org/10.5194/tc-8-2353-2014, 2014
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Many iceberg-calving glaciers in Greenland have recently been observed to accelerate and retreat, prompting fears about their future stability in the face of climate change. We present results from a flow modelling study of Store Glacier, West Greenland, which suggest that glacier geometry may play an important role in determining calving glacier stability. Store Glacier flows into a narrow, shallow fjord and our model suggests this may make it insensitive to future ocean warming.
J. De Rydt, G. H. Gudmundsson, H. F. J. Corr, and P. Christoffersen
The Cryosphere, 7, 407–417, https://doi.org/10.5194/tc-7-407-2013, https://doi.org/10.5194/tc-7-407-2013, 2013
M. O'Leary and P. Christoffersen
The Cryosphere, 7, 119–128, https://doi.org/10.5194/tc-7-119-2013, https://doi.org/10.5194/tc-7-119-2013, 2013
Related subject area
Discipline: Ice sheets | Subject: Instrumentation
A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
Brief communication: RADIX (Rapid Access Drilling and Ice eXtraction) dust logger test in the EastGRIP hole
Array processing in cryoseismology: a comparison to network-based approaches at an Antarctic ice stream
Progress of the RADIX (Rapid Access Drilling and Ice eXtraction) fast-access drilling system
Autonomous ice sheet surface mass balance measurements from cosmic rays
Ian E. McDowell, Kaitlin M. Keegan, S. McKenzie Skiles, Christopher P. Donahue, Erich C. Osterberg, Robert L. Hawley, and Hans-Peter Marshall
The Cryosphere, 18, 1925–1946, https://doi.org/10.5194/tc-18-1925-2024, https://doi.org/10.5194/tc-18-1925-2024, 2024
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Accurate knowledge of firn grain size is crucial for many ice sheet research applications. Unfortunately, collecting detailed measurements of firn grain size is difficult. We demonstrate that scanning firn cores with a near-infrared imager can quickly produce high-resolution maps of both grain size and ice layer distributions. We map grain size and ice layer stratigraphy in 14 firn cores from Greenland and document changes to grain size and ice layer content from the extreme melt summer of 2012.
Jakob Schwander, Thomas Franziskus Stocker, Remo Walther, Samuel Marending, Tobias Erhardt, Chantal Zeppenfeld, and Jürg Jost
EGUsphere, https://doi.org/10.5194/egusphere-2024-372, https://doi.org/10.5194/egusphere-2024-372, 2024
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The RADIX optical dust logger is part of the exploratory 20-mm drilling system of the University of Bern. The logger is inserted into the borehole after drilling. The temperature, inclination and compass sensors were successfully tested, but not the dust sensor, because no RADIX hole reached down to the required bubble-free ice. In June 2023, we tested the logger with an adapter for the large East GRIP deep borehole. An excellent dust record was obtained for the Late Glacial/Holocene.
Thomas Samuel Hudson, Alex M. Brisbourne, Sofia-Katerina Kufner, J.-Michael Kendall, and Andy M. Smith
The Cryosphere, 17, 4979–4993, https://doi.org/10.5194/tc-17-4979-2023, https://doi.org/10.5194/tc-17-4979-2023, 2023
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Earthquakes (or icequakes) at glaciers can shed light on fundamental glacier processes. These include glacier slip, crevassing, and imaging ice structure. To date, most studies use networks of seismometers, primarily sensitive to icequakes within the spatial extent of the network. However, arrays of seismometers allow us to detect icequakes at far greater distances. Here, we investigate the potential of such array-processing methods for studying icequakes at glaciers.
Jakob Schwander, Thomas F. Stocker, Remo Walther, and Samuel Marending
The Cryosphere, 17, 1151–1164, https://doi.org/10.5194/tc-17-1151-2023, https://doi.org/10.5194/tc-17-1151-2023, 2023
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RADIX (Rapid Access Drilling and Ice eXtraction) is a fast-access ice-drilling system for prospecting future deep-drilling sites on glaciers and polar ice sheets. It consists of a 40 mm rapid firn drill, a 20 mm deep drill and a logger. The maximum depth range of RADIX is 3100 m by design. The nominal drilling speed is on the order of 40 m h-1. The 15 mm diameter logger provides data on the hole inclination and direction and measures temperature and dust in the ice surrounding the borehole.
Ian M. Howat, Santiago de la Peña, Darin Desilets, and Gary Womack
The Cryosphere, 12, 2099–2108, https://doi.org/10.5194/tc-12-2099-2018, https://doi.org/10.5194/tc-12-2099-2018, 2018
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In this paper we present the first application of cosmic ray neutron sensing for continuously measuring in situ accumulation on an ice sheet. We validate these results with manual snow coring and snow stake measurements, showing that the cosmic ray observations are of similar if not better accuracy. We also present our observations of variability in accumulation over 24 months at Summit Camp, Greenland. We conclude that cosmic ray sensing has a high potential for measuring surface mass balance.
Cited articles
Bhardwaj, A., Sam, L., Akanksha, Martín-Torres, F. J., and Kumar, R.:
UAVs as remote sensing platform in glaciology: Present applications and
future prospects, Remote Sens. Environ., 175, 196–204,
https://doi.org/10.1016/j.rse.2015.12.029, 2016. a
Blankenberg, L. E.: GPS-supported aerial triangulation – state of the art,
The Photogrammetric Journal of Finland, 13, 4–16, 1992. a
Burkhart, J. F., Kylling, A., Schaaf, C. B., Wang, Z., Bogren, W., Storvold,
R., Solbø, S., Pedersen, C. A., and Gerland, S.: Unmanned aerial system
nadir reflectance and MODIS nadir BRDF-adjusted surface reflectances
intercompared over Greenland, The Cryosphere, 11, 1575–1589,
https://doi.org/10.5194/tc-11-1575-2017, 2017. a
Carrivick, J. L., Smith, M. W., and Quincey, D. J.: Structure from Motion in
the Geosciences, John Wiley & Sons, Chichester, UK, 2016. a
Chen, G.: GPS kinematic positioning for the airborne laser altimetry at Long
Valley, California, PhD thesis, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA,
1998. a
Dow, J. M., Neilan, R. E., and Rizos, C.: The international GNSS service in a
changing landscape of global navigation satellite systems, J.
Geodesy, 83, 191–198, 2009. a
Doyle, S. H., Hubbard, A., van de Wal, R. S. W., Box, J. E., van As, D.,
Scharrer, K., Meierbachtol, T. W., Smeets, P. C. J. P., Harper, J. T.,
Johansson, E., Mottram, R. H., Mikkelsen, A. B., Wilhelms, F., Patton, H.,
Christoffersen, P., and Hubbard, B.: Amplified melt and flow of the
Greenland ice sheet driven by late-summer cyclonic rainfall, Nat.
Geosci., 8, 647–653, https://doi.org/10.1038/ngeo2482, 2015. a
Eltner, A., Kaiser, A., Castillo, C., Rock, G., Neugirg, F., and Abellán,
A.: Image-based surface reconstruction in geomorphometry – merits, limits
and developments, Earth Surf. Dynam., 4, 359–389,
https://doi.org/10.5194/esurf-4-359-2016, 2016. a
Fazeli, H., Samadzadegan, F., and Dadrasjavan, F.: Evaluating the potential
of RTK-UAV for automatic point cloud generation in 3D rapid mapping, Int.
Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B6, 221–226,
https://doi.org/10.5194/isprs-archives-XLI-B6-221-2016, 2016. a, b
Fonstad, M. A., Dietrich, J. T., Courville, B. C., Jensen, J. L., and
Carbonneau, P. E.: Topographic structure from motion: a new development in
photogrammetric measurement, Earth Surf. Proc. Land., 38,
421–430, 2013. a
Gindraux, S., Boesch, R., and Farinotti, D.: Accuracy Assessment of Digital
Surface Models from Unmanned Aerial Vehicles' Imagery on
Glaciers, Remote Sensing, 9, 186, https://doi.org/10.3390/rs9020186, 2017. a, b, c, d
Hugenholtz, C., Brown, O., Walker, J., Barchyn, T., Nesbit, P., Kucharczyk, M.,
and Myshak, S.: Spatial Accuracy of UAV-Derived Orthoimagery and
Topography: Comparing Photogrammetric Models Processed with
Direct Geo-Referencing and Ground Control Points, GEOMATICA, 70,
21–30, https://doi.org/10.5623/cig2016-102, 2016. a
Immerzeel, W. W., Kraaijenbrink, P. D. A., Shea, J. M., Shrestha, A. B.,
Pellicciotti, F., Bierkens, M. F. P., and de Jong, S. M.: High-resolution
monitoring of Himalayan glacier dynamics using unmanned aerial vehicles,
Remote Sens. Environ., 150, 93–103, https://doi.org/10.1016/j.rse.2014.04.025,
2014. a, b
Johnson, K., Nissen, E., Saripalli, S., Arrowsmith, J. R., McGarey, P.,
Scharer, K., Williams, P., and Blisniuk, K.: Rapid mapping of ultrafine fault
zone topography with structure from motion, Geosphere, 10, 969–986, 2014. a
King, M.: Rigorous GPS data-processing strategies for glaciological
applications, J. Glaciol., 50, 601–607, 2004. a
Kraaijenbrink, P., Meijer, S. W., Shea, J. M., Pellicciotti, F., Jong, S.
M. D., and Immerzeel, W. W.: Seasonal surface velocities of a Himalayan
glacier derived by automated correlation of unmanned aerial vehicle imagery,
Ann. Glaciol., 57, 103–113, https://doi.org/10.3189/2016AoG71A072, 2016. a, b
Leick, A.: GPS satellite surveying, A Wiley – Interscience publication,
Hoboken, New Jersey, USA, 2004. a
Mian, O., Lutes, J., Lipa, G., Hutton, J., Gavelle, E., and Borghini, S.:
Direct georeferencing on small unmanned aerial platforms for improved
reliability and accuracy of mapping without the need for ground control
points, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XL-1/W4, 397–402,
https://doi.org/10.5194/isprsarchives-XL-1-W4-397-2015, 2015. a
Minchew, B., Simons, M., Riel, B., and Milillo, P.: Tidally induced variations
in vertical and horizontal motion on Rutford Ice Stream, West
Antarctica, inferred from remotely sensed observations, J.
Geophys. Res.-Earth, 122, 167–190, 2017. a
Morlighem, M., Williams, C. N., Rignot, E., An, L., Arndt, J. E., Bamber,
J. L., Catania, G., Chauché, N., Dowdeswell, J. A., Dorschel, B., Fenty,
I., Hogan, K., Howat, I., Hubbard, A., Jakobsson, M., Jordan, T. M.,
Kjeldsen, K. K., Millan, R., Mayer, L., Mouginot, J., Noël, B. P. Y.,
O'Cofaigh, C., Palmer, S., Rysgaard, S., Seroussi, H., Siegert, M. J.,
Slabon, P., Straneo, F., van den Broeke, M. R., Weinrebe, W., Wood, M., and
Zinglersen, K. B.:
BedMachine v3: Complete bed topography and ocean bathymetry mapping of
Greenland from multibeam echo sounding combined with mass conservation,
Geophys. Res. Lett., 44, 11051–11061, https://doi.org/10.1002/2017GL074954, 2017. a, b
Mulsow, C., Kenner, R., Bühler, Y., Stoffel, A., and Maas, H.-G.:
Subaquatic digital elevation models from UAV-imagery, Int. Arch.
Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 739–744,
https://doi.org/10.5194/isprs-archives-XLII-2-739-2018, 2018. a
Nesbit, P. R. and Hugenholtz, C. H.: Enhancing UAV–SfM 3D Model
Accuracy in High-Relief Landscapes by Incorporating Oblique
Images, Remote Sensing, 11, 239, https://doi.org/10.3390/rs11030239, 2019. a
Ng, Y. H. and Buchheim, J.: WingtraOne PPK Assessment, White Paper,
Wingtra, Zurich, Switzerland, 2018. a
Palmer, S., Shepherd, A., Nienow, P., and Joughin, I.: Seasonal speedup of the
Greenland Ice Sheet linked to routing of surface water, Earth
Planet. Sci. Lett., 302, 423–428, 2011. a
Porter, C., Morin, P., Howat, I., Noh, M.-J., Bates, B., Peterman, K., Keesey,
S., Schlenk, M., Gardiner, J., Tomko, K., Willis, M., Cloutier, M., Husby,
E., Foga, S., Nakamura, H., Platson, M., Wethington, Michael, J., Williamson,
C., Bauer, G., Enos, J., Arnold, G., Kramer, W., Becker, P., Doshi, A.,
D'Souza, C., Cummens, P., Laurier, F., and Bojesen, M.: ArcticDEM,
https://doi.org/10.7910/DVN/OHHUKH, 2018. a
Quincey, D. J., Glasser, N. F., Cook, S. J., and Luckman, A.: Heterogeneity in
Karakoram glacier surges, J. Geophys. Res.-Earth,
120, 1288–1300, 2015. a
Rignot, E., Box, J., Burgess, E., and Hanna, E.: Mass balance of the
Greenland ice sheet from 1958 to 2007, Geophys. Res. Lett., 35, L20502,
https://doi.org/10.1029/2008GL035417, 2008. a
Roze, A., Zufferey, J.-C., Beyeler, A., and McClellan, A.: eBee RTK
Accuracy Assessment, White Paper, SenseFly, Cheseaux-sur-Lausanne, Switzerland, 2014. a
Ryan, J. C., Hubbard, A. L., Box, J. E., Todd, J., Christoffersen, P., Carr,
J. R., Holt, T. O., and Snooke, N.: UAV photogrammetry and structure from
motion to assess calving dynamics at Store Glacier, a large outlet draining
the Greenland ice sheet, The Cryosphere, 9, 1–11,
https://doi.org/10.5194/tc-9-1-2015, 2015. a, b, c, d, e, f, g, h, i, j, k, l, m, n, o, p, q
Ryan, J. C., Hubbard, A., Box, J. E., Brough, S., Cameron, K., Cook, J. M.,
Cooper, M., Doyle, S. H., Edwards, A., Holt, T., Irvine-Fynn, T., Jones, C.,
Pitcher, L. H., Rennermalm, A. K., Smith, L. C., Stibal, M., and Snooke, N.:
Derivation of High Spatial Resolution Albedo from UAV Digital
Imagery: Application over the Greenland Ice Sheet, Front.
Earth Sci., 5, 40, https://doi.org/10.3389/feart.2017.00040, 2017. a
Seier, G., Kellerer-Pirklbauer, A., Wecht, M., Hirschmann, S., Kaufmann, V.,
Lieb, G. K., and Sulzer, W.: UAS-Based Change Detection of the
Glacial and Proglacial Transition Zone at Pasterze Glacier,
Austria, Remote Sensing, 9, 549, https://doi.org/10.3390/rs9060549, 2017. a
Shahbazi, M., Sohn, G., Théau, J., and Menard, P.: Development and
evaluation of a UAV-photogrammetry system for precise 3D environmental
modeling, Sensors, 15, 27493–27524, 2015. a
Strick, R. J., Ashworth, P. J., Sambrook Smith, G. H., Nicholas, A. P., Best,
J. L., Lane, S. N., Parsons, D. R., Simpson, C. J., Unsworth, C. A., and
Dale, J.: Quantification of bedform dynamics and bedload sediment flux in
sandy braided rivers from airborne and satellite imagery, Earth Surf.
Proc. Landf., https://doi.org/10.1002/esp.4558, 2018. a
Tahar, K.: An evaluation on different number of ground control points in
unmanned aerial vehicle photogrammetric block, Int. Arch. Photogramm. Remote
Sens. Spat. Inf. Sci, 40, 93–98, 2013. a
Taylor, Z. J., Gurka, R., Kopp, G. A., and Liberzon, A.: Long-duration
time-resolved PIV to study unsteady aerodynamics, IEEE T. Instrum. Meas.,
59, 3262–3269, 2010. a
Tedstone, A. J., Nienow, P. W., Gourmelen, N., Dehecq, A., Goldberg, D., and
Hanna, E.: Decadal slowdown of a land-terminating sector of the Greenland
Ice Sheet despite warming, Nature, 526, 692–695, https://doi.org/10.1038/nature15722, 2015. a
Todd, J., Christoffersen, P., Zwinger, T., Råback, P., Chauché, N., Benn, D.,
Luckman, A., Ryan, J., Toberg, N., Slater, D., and Hubbard, A.: A
Full-Stokes 3D Calving Model applied to a large Greenlandic
Glacier, J. Geophys. Res.-Earth, 123, 410–432,
https://doi.org/10.1002/2017JF004349, 2018. a, b, c, d
Tonkin, T. N. and Midgley, N. G.: Ground-Control Networks for Image
Based Surface Reconstruction: An Investigation of Optimum
Survey Designs Using UAV Derived Imagery and
Structure-from-Motion Photogrammetry, Remote Sensing, 8, 786,
https://doi.org/10.3390/rs8090786, 2016.
a, b
van der Sluijs, J., Kokelj, S., Fraser, R., Tunnicliffe, J., and Lacelle, D.:
Permafrost Terrain Dynamics and Infrastructure Impacts Revealed by
UAV Photogrammetry and Thermal Imaging, Remote Sensing, 10, 1734, https://doi.org/10.3390/rs10111734,
2018. a, b, c
Weidick, A.: Greenland, with a section on Landsat images of Greenland, in:
Satellite image atlas of glaciers of the world, edited by: Williams, R. S.
and Ferrigno, J. G., US Geological Survey, Washington, D.C., USA, C1-C105,
USGS Professional Paper 1386-C, 1995. a
Westoby, M. J., Brasington, J., Glasser, N. F., Hambrey, M. J., and Reynolds,
J.: “Structure-from-Motion” photogrammetry: A low-cost, effective tool
for geoscience applications, Geomorphology, 179, 300–314, 2012. a
Wigmore, O. and Mark, B.: Monitoring tropical debris-covered glacier dynamics
from high-resolution unmanned aerial vehicle photogrammetry, Cordillera
Blanca, Peru, The Cryosphere, 11, 2463–2480,
https://doi.org/10.5194/tc-11-2463-2017, 2017. a
Short summary
Unmanned Aerial Vehicles (UAVs) are increasingly common tools in the geosciences, but their use requires good ground control in order to make accurate georeferenced models. This is difficult in applications such as glaciology, where access to study sites can be hazardous. We show that a new technique utilising on-board GPS post-processing can match and even improve on ground-control-based methods, and, as a result, can produce accurate glacier velocity fields even on an inland ice sheet.
Unmanned Aerial Vehicles (UAVs) are increasingly common tools in the geosciences, but their use...