Abstract

Unmanned Aerial Vehicle (UAV) systems, sensors, and photogrammetric processing techniques have enabled timely and highly detailed three-dimensional surface reconstructions at a scale that bridges the gap between conventional remote-sensing and field-scale observations. In this work 29 rotary and fixed-wing UAV surveys were conducted during multiple field campaigns, totaling 47 flights and over 14.3 km2, to document permafrost thaw subsidence impacts on or close to road infrastructure in the Northwest Territories, Canada. This paper provides four case studies: (1) terrain models and orthomosaic time series revealed the morphology and daily to annual dynamics of thaw-driven mass wasting phenomenon (retrogressive thaw slumps; RTS). Scar zone cut volume estimates ranged between 3.2 × 103 and 5.9 × 106 m3. The annual net erosion of RTS surveyed ranged between 0.35 × 103 and 0.39 × 106 m3. The largest RTS produced a long debris tongue with an estimated volume of 1.9 × 106 m3. Downslope transport of scar zone and embankment fill materials was visualized using flow vectors, while thermal imaging revealed areas of exposed ground ice and mobile lobes of saturated, thawed materials. (2) Stratigraphic models were developed for RTS headwalls, delineating ground-ice bodies and stratigraphic unconformities. (3) In poorly drained areas along road embankments, UAV surveys detected seasonal terrain uplift and settlement of up to 0.5 m (>1700 m2 in extent) as a result of injection ice development. (4) Time series of terrain models highlighted the thaw-driven evolution of a borrow pit (6.4 × 105 m3 cut volume) constructed in permafrost terrain, whereby fluvial and thaw-driven sediment transfer (1.1 and 3.9 × 103 m3 a−1 respectively) was observed and annual slope profile reconfiguration was monitored to gain management insights concerning site stabilization. Elevation model vertical accuracies were also assessed as part of the case studies and ranged between 0.02 and 0.13 m Root Mean Square Error. Photogrammetric models processed with Post-processed Kinematic image solutions achieved similar accuracies without ground control points over much larger and complex areas than previously reported. The high resolution of UAV surveys, and the capacity to derive quantitative time series provides novel insights into permafrost processes that are otherwise challenging to study. The timely emergence of these tools bridges field-based research and applied studies with broad-scale remote-sensing approaches during a period when climate change is transforming permafrost environments.

Highlights

  • Circumpolar warming has heightened the need to develop and implement new tools to visualize and quantify permafrost terrain dynamics and related infrastructure impacts

  • For the Unmanned Aerial Vehicle (UAV) surveys, horizontal accuracies ranged between 0.01 and 0.04 m (0.6–1.2 ground sampling distance (GSD)) Root Mean Square Error (RMSE) and vertical accuracies ranged between 0.02 and 0.10 m (0.6–3 GSD) RMSE, similar to values reported in previous UAV-based Structure from Motion (SfM) studies [50,54,55]

  • Imagery acquired with the eBee RTK/PPK platform provided the opportunity to test the model accuracy based on RTK/PPK image solutions without any ground control points (GCPs) and using all available Global Navigation Satellite System (GNSS) ground measurements as check points (CPs)

Read more

Summary

Introduction

Circumpolar warming has heightened the need to develop and implement new tools to visualize and quantify permafrost terrain dynamics and related infrastructure impacts. The acceleration of climate-driven permafrost thaw is modifying landscapes [1,2,3] and placing infrastructure at increased risk [4,5]. Permafrost terrain processes are largely governed by freeze-thaw of the active-layer [6]. With climate warming these processes commonly occur in concert with thaw of upper permafrost and surface subsidence, producing a suite of characteristic thermokarst landforms [1]. Knowledge gaps associated with the intersections of ice-rich permafrost, changing hydrological conditions, and infrastructure provides new opportunities for advancing pure and applied research into the processes and feedbacks that will shape the warming Arctic [10]

Objectives
Methods
Results
Conclusion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call