Gernot Seier

Dr. Gernot Seier

Department of Geography and Regional Science, WG Geospatial Technologies, University of Graz, Heinrichstraße 36, 8010 Graz, Austria
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Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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15 April 2020 in Remote Sensing
Verified
Journal Article
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MAMichael Avian
Michael Avian
CBChristian Bauer
Christian Bauer
MSMatthias Schlögl
Matthias Schlögl
BWBarbara Widhalm
Barbara Widhalm
KGKarlheinz Gutjahr
Karlheinz Gutjahr
WSWolfgang Sulzer
Wolfgang Sulzer
Earth observation offers a variety of techniques for monitoring and characterizing geomorphic processes in high mountain environments. Terrestrial laserscanning and unmanned aerial vehicles provide very high resolution data with high accuracy. Automatic cameras have become a valuable source of information—mostly in a qualitative manner—in recent years. The availability of satellite data with very high revisiting time has gained momentum through the European Space Agency’s Sentinel missions, offering new application potential for Earth observation. This paper reviews the status of recent techniques such as terrestrial laserscanning, remote sensed imagery, and synthetic aperture radar in monitoring high mountain environments with a particular focus on the impact of new platforms such as Sentinel-1 and -2 as well as unmanned aerial vehicles. The study area comprises the high mountain glacial environment at the Pasterze Glacier, Austria. The area is characterized by a highly dynamic geomorphological evolution and by being subject to intensive scientific research as well as long-term monitoring. We primarily evaluate landform classification and process characterization for: (i) the proglacial lake; (ii) icebergs; (iii) the glacier river; (iv) valley-bottom processes; (v) slope processes; and (vi) rock wall processes. We focus on assessing the potential of every single method both in spatial and temporal resolution in characterizing different geomorphic processes. Examples of the individual techniques are evaluated qualitatively and quantitatively in the context of: (i) morphometric analysis; (ii) applicability in high alpine regions; and (iii) comparability of the methods among themselves. The final frame of this article includes considerations on scale dependent process detectability and characterization potentials of these Earth observation methods, along with strengths and limitations in applying these methods in high alpine regions.

1 June 2017 in Remote Sensing
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Journal Article
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GSGernot Seier
Gernot Seier
AKAndreas Kellerer-Pirklbauer
Andreas Kellerer-Pirklbauer
MWMatthias Wecht
Matthias Wecht
SHSimon Hirschmann
Simon Hirschmann
VKViktor Kaufmann
Viktor Kaufmann
VKViktor Kaufmann
Viktor Kaufmann
Glacier-related applications of unmanned aircraft systems (UAS) in high mountain regions with steep topography are relatively rare. This study makes a contribution to the lack of UAS applications in studying alpine glaciers in the European Alps. We transferred an established workflow of UAS-based change detection procedures to Austria’s largest glacier, the Pasterze Glacier. We focused on a selected part of the glacier tongue and its proglacial vicinity to obtain detailed knowledge of (i) the behavior of a lateral crevasse field, (ii) the evolution of glacier surface structures and velocity fields, (iii) glacier ablation behavior and the current glacier margin, and (iv) proglacial dead ice conditions and dead ice ablation. Based on two UAS flight campaigns, accomplished in 2016 (51 days apart), we produced digital elevation models (DEMs) and orthophotos with a ground sampling distance (GSD) of 0.15 m using Structure-from-Motion (SfM) photogrammetry. Electrical resistivity tomography (ERT) profiling was additionally conducted in the proglacial area. Results indicate distinct changes in the crevasse field with massive ice collapses, rapid glacier recession, surface lowering (mean of −0.9 m), and ice disintegration at the margins, calculated degree day factors on the order of −7 to −11 mm d−1·°C−1 for clean ice parts, and minimal changes of the debris-covered dead ice in the proglacial area. With this contribution we highlight the benefit of UAS in comparison to commonly used terrestrial methods and satellite-related approaches.

4 October 2023 in Land Degradation & Development
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Journal Article
Open access
GSGernot Seier
Gernot Seier
JAJakob Abermann
Jakob Abermann
LALiss M. Andreassen
Liss M. Andreassen
JCJonathan L. Carrivick
Jonathan L. Carrivick
PKPål H. Kielland
Pål H. Kielland
JYJacob C. Yde
Jacob C. Yde
The Jostedalsbreen is the largest ice cap in Norway and mainland Europe. Rapid retreat of many of its outlet glaciers since the 2000s has led to the formation of several glacial lakes. Processes causing the formation and expansion of glacial lakes and their interaction with a glacier and terminal moraine have not been widely addressed yet. In this study, we investigate the degradation of the front of the southeast‐facing outlet glacier Austerdalsbreen. Based on a variety of remotely sensed data (UAV‐based and airborne orthophotos and DEMs, satellite images), we analyze the coincident glacial and proglacial changes of Austerdalsbreen and quantify the evolution of this transition zone during the last decades. In particular, we focus on the short‐term evolution of the glacial lake since 2010, we examine the context of a glacier advance in the 1990s, and we report long‐term changes by utilizing 1960s imagery. We discuss the evolution and conditions of Austerdalsbreen compared to other outlet glaciers of Jostedalsbreen. Overall, the glacier terminus has experienced a recession in the last decades. The 1990s terminus advance was more restricted than at other nearby outlet glaciers due to glacier surface debris cover, which is a critical factor for the glacier and lake evolution. However, in the most recent period, since 2012, a distinct expansion of a glacial lake is quantifiable. Since the rates of glacier surface lowering also considerably increased since approximately 2017 and the glacier retreated since the beginning of the 2000s with a clear maximum length decrease in 2015, we interpret the recently formed glacial lake as a contributory factor of glacial changes.

13 January 2017 in International Journal of Remote Sensing
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Journal Article
Closed access
GSGernot Seier
Gernot Seier
JSJohannes Stangl
Johannes Stangl
SSStefan Schöttl
Stefan Schöttl
WSWolfgang Sulzer
Wolfgang Sulzer
OSOliver Sass
Oliver Sass
Flood events often endangered and damaged the small town of Oberwölz (Styria, Austria) and its nearby surroundings. In 2011 the last bigger flood occurred. After that, the main watercourse, the Schöttlbach creek, became a centre of a national funded research project. A wide variety of methods were applied together with intra- and extra-universitarian project partners to investigate that creek from a fluvial-geomorphological point of view. Apart from hydrological, meteorological, and geophysical methods, both, terrestrial and airborne remote-sensing techniques were applied. In particular, terrestrial laser scanning data as well as terrestrial and aerial photographs were frequently recorded since 2012. On the one hand the terrestrial monitoring focused on some representative erosion sites to quantify detailed erosion rates. On the other hand recording the sediment catchment output at the flood detention basin was intended. The aerial-based monitoring included three flight campaigns using mainly a fixed-wing unmanned aerial vehicle to cover approximately an area of about 170 ha that corresponds roughly to the major parts of the Schöttlbach creek. The main focus of the study lies on the adequate processing, georeferencing, and qualitative and quantitative comparison of the recorded elevation data. This was primarily done by using structure from motion photogrammetry and geodetic measurements. The resulting point clouds, digital elevation models, and orthophotos allow a visualization and quantification of morphodynamic processes. As a main outcome of this study, the combined usage of the mentioned methods can be seen. In this way, data recording from diverse perspectives is possible and allows a consideration of the varying terrain inclination. In addition, the significance of the resulting data for a geomorphological interpretation was assessed by describing the uncertainties. Beyond that, this methodology meets the need for observation at different scales.

31 May 2024 in Landslides
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Journal Article
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SESiri H. Engen
Siri H. Engen
MGMarthe Gjerde
Marthe Gjerde
TSThomas Scheiber
Thomas Scheiber
GSGernot Seier
Gernot Seier
HEHallgeir Elvehøy
Hallgeir Elvehøy
Jacob Clement YdeJacob Clement Yde
Jacob Clement Yde
Rock avalanches onto glaciers are rare in Norway. Here, we examine a rock avalanche that spread onto the regenerated Brenndalsbreen, an outlet glacier from Jostedalsbreen ice cap. The rock avalanche is intriguing in that limited information exists with respect to the exact time of failure, location of detachment area, and preparatory and triggering processes. Based on an analysis of ice stratigraphy and photographic documentation, we assess that the event happened between mid-March and June 4, 2010. A potential triggering factor could have been heavy snow and rainfall combined with above freezing air temperatures on March 18–19, 2010. We use digital terrain models to determine that the detachment area is at an almost vertical rock slope in a narrow gorge above Lower Brenndalsbreen. The deposit volume is estimated to 0.130 ± 0.065 Mm3, and the H/L ratio and fahrböschung are 0.45 and 24°, respectively. We apply a Voellmy flow model to confirm the detachment location and volume estimate by producing realistic runout lengths. Although glacial debuttressing may have been a likely preparatory process, the detachment area was exposed for 45–70 years before the rock avalanche occurred. The supraglacial rock avalanche debris was separated into two branches with a distinct melt-out line across the glacier. The debris reached the glacier front in 2019 and 2020, where it started being deposited proglacially while Lower Brenndalsbreen kept receding. The 2010 Brenndalsbreen rock avalanche may not be a unique event, as deposits constituting evidence of an old rock avalanche are currently melting out at the glacier front.

19 September 2020 in Remote Sensing
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Journal Article
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GSGernot Seier
Gernot Seier
SSStefan Schöttl
Stefan Schöttl
AKAndreas Kellerer-Pirklbauer
Andreas Kellerer-Pirklbauer
RGRaphael Glück
Raphael Glück
GLGerhard K. Lieb
Gerhard K. Lieb
WSWolfgang Sulzer
Wolfgang Sulzer
The alluvial channel of the Langgriesgraben (Austria) is a highly active geomorphic riverine subcatchment of the Johnsbach River with intermittent discharge and braided river structures. The high sediment yield entails both issues and opportunities. For decades, the riverbed was exploited as a gravel pit. Today, as part of the Gesäuse National Park and after renaturation, the sediment yield endangers a locally important bridge located at the outlet of the subcatchment. High-resolution geospatial investigations are vital for the quantification of sediment redistribution, which is relevant in terms of river management. Based on unmanned aerial system (UAS) surveys in 2015 (July, September, and October) and 2019 (August and October), high-resolution digital elevation models (DEMs) were generated, which enable us to quantify intra- and multiannual sediment changes. As surface runoff at the subcatchment occurs on only a few days per year with flash floods and debris flows that are not predictable and thus hardly observable, the subsurface water conditions were assessed based on electrical resistivity tomography (ERT) measurements, which were conducted in 2019 (November) and 2020 (May, June). Results of the UAS-based surveys showed that, considering the data quality, intra-annual sediment changes affected only small subareas, whereas multiannual changes occurred in the entire study area and amount to net sediment deposition of ≈0.3–0.4 m3m−2, depending on the channel section. In addition, the elevation differences for both intra-annual surveys revealed linear patterns that can be interpreted as braided river channels. As in both survey periods the same areas were affected by changes, it can be concluded that the channel mainly affected by reshaping persisted within the 4-year observation period. The subsurface investigations showed that although both near-surface and groundwater conditions changed, near-surface sediments are mostly dry with a thickness of several meters during the observations.