Abstract

Abstract. Acquiring data to analyse change in topography is often a costly endeavour requiring either extensive, potentially risky, fieldwork and/or expensive equipment or commercial data. Bringing the cost down while keeping the precision and accuracy has been a focus in geoscience in recent years. Structure from motion (SfM) photogrammetric techniques are emerging as powerful tools for surveying, with modern algorithm and large computing power allowing for the production of accurate and detailed data from low-cost, informal surveys. The high spatial and temporal resolution permits the monitoring of geomorphological features undergoing relatively rapid change, such as glaciers, moraines, or landslides. We present a method that takes advantage of light-transport flights conducting other missions to opportunistically collect imagery for geomorphological analysis. We test and validate an approach in which we attach a consumer-grade camera and a simple code-based Global Navigation Satellite System (GNSS) receiver to a helicopter to collect data when the flight path covers an area of interest. Our method is based and builds upon Welty et al. (2013), showing the ability to link GNSS data to images without a complex physical or electronic link, even with imprecise camera clocks and irregular time lapses. As a proof of concept, we conducted two test surveys, in September 2014 and 2015, over the glacier Midtre Lovénbreen and its forefield, in northwestern Svalbard. We were able to derive elevation change estimates comparable to in situ mass balance stake measurements. The accuracy and precision of our DEMs allow detection and analysis of a number of processes in the proglacial area, including the presence of thermokarst and the evolution of water channels.

Highlights

  • High spatial and temporal resolution surveys produced by structure from motion (SfM) photogrammetric techniques are emerging as powerful tools for studying geomorphological objects such as glaciers, moraines, and landslides

  • To assess the quality of our products and evaluate the improvement that can be attributed to the camera time refinements, we compared two 2015 GoPro products with the 2015 IceCam digital elevation model (DEM), which is made from images acquired on the same flight

  • We present a method to derive high-resolution DEMs and orthoimages using simple, inexpensive off-the-shelf cameras and code-based hand-held Global Navigation Satellite System (GNSS) receivers mounted on airborne platforms

Read more

Summary

Introduction

High spatial and temporal resolution surveys produced by structure from motion (SfM) photogrammetric techniques are emerging as powerful tools for studying geomorphological objects such as glaciers, moraines, and landslides. We present a method to take advantage of light-transport flights to collect imagery for precise digital elevation model (DEM) and orthoimage generation, to be used in geomorphological analysis. The camera’s intrinsic parameters (sensor and optics) are determined first, along with the relative camera locations and pointing angles from the photogrammetry itself. By combining this information with surveyed camera position (from embedded GNSS data) and/or ground control points (GCPs), an accurate georeferenced reconstruction of the terrain is generated through dense multi-view stereo matching

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