2016
DOI: 10.1109/tgrs.2016.2587798
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Rapid Updating and Improvement of Airborne LIDAR DEMs Through Ground-Based SfM 3-D Modeling of Volcanic Features

Abstract: Abstract-We present a workflow to create, scale, georeference, and integrate digital elevation models (DEMs) created using open-source structure-from-motion (SfM) multiview stereo (MVS) software into existing DEMs (as derived from the light detection and ranging data in the presented cases). The workflow also maps the root-mean-square error between the base DEM and the SfM surface model. This allows DEM creation from field-based surveys using consumer-grade digital cameras with open-source and custom-built sof… Show more

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Cited by 23 publications
(15 citation statements)
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“…Therefore, the variations of the flow behavior of crys− tallizing basalts are controlled by variations in the vol− umetric fractions of crystals and bubbles. These data also reflect the measurement limits of the respective methods that are described in more detail in Kolzenburg et al [2016a]. Concentric cylinder suspension viscometry for these Etnean lavas is confined to <10 4 Pa s and shows that the measured viscosities at constant temperature (i.e.…”
Section: Non-isothermal Cooling-rate and Strain-rate Dependent Rheolosupporting
confidence: 67%
“…Therefore, the variations of the flow behavior of crys− tallizing basalts are controlled by variations in the vol− umetric fractions of crystals and bubbles. These data also reflect the measurement limits of the respective methods that are described in more detail in Kolzenburg et al [2016a]. Concentric cylinder suspension viscometry for these Etnean lavas is confined to <10 4 Pa s and shows that the measured viscosities at constant temperature (i.e.…”
Section: Non-isothermal Cooling-rate and Strain-rate Dependent Rheolosupporting
confidence: 67%
“…The 2012 and 2017 topographic data were here co-registered by minimizing the root mean square (RMS) error between two DEMs. The methods used iteratively vary the three angles of rotation, the translation, and the magnification or reduction factor of one DEM using a custom-made algorithm based on the MINUIT minimization library [43], as described by [44][45][46]. MINUIT is a tool to find the minimum value of multi-parameter functions and can be freely downloaded (http://www.cern.ch/minuit).…”
Section: Topographic Data and Co-registrationmentioning
confidence: 99%
“…Mitigating the hazards posed by lava flows that threaten infras− tructure has only shown moderate success to date [Bar− beri et al, 2003]. This is largely due to an incomplete understanding of how lava flows, how and when flows stop and is further hampered by a lack of methods to provide up−to−date topographic surface models [Cash− man et al, 2013;Farquharson et al, 2015;Favalli et al, 2010;James and Robson, 2014;Kolzenburg et al, 2016a;Kolzenburg et al, 2018c]. These shortfalls drastically re− duce our ability to predict lava flow emplacement.…”
Section: Motivation and Scope Of This Studymentioning
confidence: 99%