Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion

Conducting topographic surveys in active mines is challenging due ongoing operations and hazards, particularly in highwalls subject to constant and active mass movements (rock and earth falls, slides and flows). These vertical and long surfaces are the core of most mines, as the mineral feeding mini...

Full description

Bibliographic Details
Main Authors: Ignacio Zapico, Jonathan B. Laronne, Lázaro Sánchez Castillo, José F. Martín Duque
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/17/3353
id doaj-daa9c4829c2c4e239a26621f6217bd88
record_format Article
spelling doaj-daa9c4829c2c4e239a26621f6217bd882021-09-09T13:54:58ZengMDPI AGRemote Sensing2072-42922021-08-01133353335310.3390/rs13173353Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from MotionIgnacio Zapico0Jonathan B. Laronne1Lázaro Sánchez Castillo2José F. Martín Duque3Geodynamics, Stratigraphy and Paleontology Department, Complutense University, 28040 Madrid, SpainDepartment of Geography and Environmental Development, Ben-Gurion University of the Negev, P.O. Box 653, Beer-Sheva 84105, IsraelDepartment of Mining and Geologic Engineering, Polytechnic University of Madrid, 28003 Madrid, SpainGeodynamics, Stratigraphy and Paleontology Department, Complutense University, 28040 Madrid, SpainConducting topographic surveys in active mines is challenging due ongoing operations and hazards, particularly in highwalls subject to constant and active mass movements (rock and earth falls, slides and flows). These vertical and long surfaces are the core of most mines, as the mineral feeding mining production originates there. They often lack easy and safe access paths. This framework highlights the importance of accomplishing non-contact high-accuracy and detailed topographies to detect instabilities prior to their occurrence. We have conducted drone flights in search of the best settings in terms of altitude mode and camera angle, to produce digital representation of topographies using Structure from Motion. Identification of discontinuities was evaluated, as they are a reliable indicator of potential failure areas. Natural shapes were used as control/check points and were surveyed using a robotic total station with a coaxial camera. The study was conducted in an active kaolin mine near the Alto Tajo Natural Park of East-Central Spain. Here the 140 m highwall is formed by layers of limestone, marls and sands. We demonstrate that for this vertical landscape, a facade drone flight mode combined with a nadir camera angle, and automatically programmed with a computer-based mission planning software, provides the most accurate and detailed topographies, in the shortest time and with increased flight safety. Contrary to previous reports, adding oblique images does not improve accuracy for this configuration. Moreover, neither extra sets of images nor an expert pilot are required. These topographies allowed the detection of 93.5% more discontinuities than the Above Mean Sea Level surveys, the common approach used in mining areas. Our findings improve the present SfM-UAV survey workflows in long highwalls. The versatile topographies are useful for the management and stabilization of highwalls during phases of operation, as well closure-reclamation.https://www.mdpi.com/2072-4292/13/17/3353highwallminingtopographySfM-UAVaccuracy
collection DOAJ
language English
format Article
sources DOAJ
author Ignacio Zapico
Jonathan B. Laronne
Lázaro Sánchez Castillo
José F. Martín Duque
spellingShingle Ignacio Zapico
Jonathan B. Laronne
Lázaro Sánchez Castillo
José F. Martín Duque
Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
Remote Sensing
highwall
mining
topography
SfM-UAV
accuracy
author_facet Ignacio Zapico
Jonathan B. Laronne
Lázaro Sánchez Castillo
José F. Martín Duque
author_sort Ignacio Zapico
title Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
title_short Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
title_full Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
title_fullStr Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
title_full_unstemmed Improvement of Workflow for Topographic Surveys in Long Highwalls of Open Pit Mines with an Unmanned Aerial Vehicle and Structure from Motion
title_sort improvement of workflow for topographic surveys in long highwalls of open pit mines with an unmanned aerial vehicle and structure from motion
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2021-08-01
description Conducting topographic surveys in active mines is challenging due ongoing operations and hazards, particularly in highwalls subject to constant and active mass movements (rock and earth falls, slides and flows). These vertical and long surfaces are the core of most mines, as the mineral feeding mining production originates there. They often lack easy and safe access paths. This framework highlights the importance of accomplishing non-contact high-accuracy and detailed topographies to detect instabilities prior to their occurrence. We have conducted drone flights in search of the best settings in terms of altitude mode and camera angle, to produce digital representation of topographies using Structure from Motion. Identification of discontinuities was evaluated, as they are a reliable indicator of potential failure areas. Natural shapes were used as control/check points and were surveyed using a robotic total station with a coaxial camera. The study was conducted in an active kaolin mine near the Alto Tajo Natural Park of East-Central Spain. Here the 140 m highwall is formed by layers of limestone, marls and sands. We demonstrate that for this vertical landscape, a facade drone flight mode combined with a nadir camera angle, and automatically programmed with a computer-based mission planning software, provides the most accurate and detailed topographies, in the shortest time and with increased flight safety. Contrary to previous reports, adding oblique images does not improve accuracy for this configuration. Moreover, neither extra sets of images nor an expert pilot are required. These topographies allowed the detection of 93.5% more discontinuities than the Above Mean Sea Level surveys, the common approach used in mining areas. Our findings improve the present SfM-UAV survey workflows in long highwalls. The versatile topographies are useful for the management and stabilization of highwalls during phases of operation, as well closure-reclamation.
topic highwall
mining
topography
SfM-UAV
accuracy
url https://www.mdpi.com/2072-4292/13/17/3353
work_keys_str_mv AT ignaciozapico improvementofworkflowfortopographicsurveysinlonghighwallsofopenpitmineswithanunmannedaerialvehicleandstructurefrommotion
AT jonathanblaronne improvementofworkflowfortopographicsurveysinlonghighwallsofopenpitmineswithanunmannedaerialvehicleandstructurefrommotion
AT lazarosanchezcastillo improvementofworkflowfortopographicsurveysinlonghighwallsofopenpitmineswithanunmannedaerialvehicleandstructurefrommotion
AT josefmartinduque improvementofworkflowfortopographicsurveysinlonghighwallsofopenpitmineswithanunmannedaerialvehicleandstructurefrommotion
_version_ 1717759549523361792