A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION

Detalhes bibliográficos
Autor(a) principal: Torres, Fernanda Magri
Data de Publicação: 2018
Outros Autores: Tommaselli, Antonio Maria Garcia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1590/s1982-21702018000300021
http://hdl.handle.net/11449/158213
Resumo: Abstract Lightweight Unmanned Aerial Vehicles (UAVs) have become a cost effective alternative for studies which use aerial Remote Sensing with high temporal frequency requirements for small areas. Laser scanner devices are widely used for rapid tridimensional data acquisition, mainly as a complementary data source to photogrammetric surveying. Recent studies using laser scanner systems onboard UAVs for forestry inventory and mapping applications have presented encouraging results. This work describes the development and accuracy assessment of a low cost mapping platform composed by an Ibeo Lux scanner, a GNSS (Global Navigation Satellite System) antenna, an Inertial Navigation System Novatel Span-IGM-S1, integrating a GNSS receiver and an IMU (Inertial Measurement Unit), a Raspberry PI portable computer and an octopter UAV. The system was assessed in aerial mode using an UAV octopter developed by SensorMap Company. The resulting point density in a plot with trees concentration was also evaluated. The point density of this device is lower than conventional Airborne Laser Systems but the results showed that altimetric accuracy with this system is around 30 cm, which is acceptable for forest applications. The main advantages of this system are their low weight and low cost, which make it attractive for several applications.
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spelling A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATIONUm sistema de varredura a laser leve baseado em VANT para aplicação florestalMobile LASER Scanning SystemUAVmapping toolpoint cloudSistema de Varredura a LASER móvelVANTferramenta de mapeamentonuvem de pontosAbstract Lightweight Unmanned Aerial Vehicles (UAVs) have become a cost effective alternative for studies which use aerial Remote Sensing with high temporal frequency requirements for small areas. Laser scanner devices are widely used for rapid tridimensional data acquisition, mainly as a complementary data source to photogrammetric surveying. Recent studies using laser scanner systems onboard UAVs for forestry inventory and mapping applications have presented encouraging results. This work describes the development and accuracy assessment of a low cost mapping platform composed by an Ibeo Lux scanner, a GNSS (Global Navigation Satellite System) antenna, an Inertial Navigation System Novatel Span-IGM-S1, integrating a GNSS receiver and an IMU (Inertial Measurement Unit), a Raspberry PI portable computer and an octopter UAV. The system was assessed in aerial mode using an UAV octopter developed by SensorMap Company. The resulting point density in a plot with trees concentration was also evaluated. The point density of this device is lower than conventional Airborne Laser Systems but the results showed that altimetric accuracy with this system is around 30 cm, which is acceptable for forest applications. The main advantages of this system are their low weight and low cost, which make it attractive for several applications.Resumo Veículos aéreos não tripulados (VANT) leves tornaram-se uma alternativa de baixo custo para estudos que dependem de Sensoriamento Remoto aéreo com alta frequência temporal em pequenas áreas. Dispositivos de varredura a LASER são amplamente utilizados para aquisição rápida de dados tridimensionais, principalmente como uma fonte de dados complementar ao levantamento fotogramétrico. Estudos recentes utilizando sistemas de varredura a LASER embarcados em VANT para aplicações de inventário florestal e mapeamento apresentaram resultados positivos. Este trabalho descreve o desenvolvimento e avaliação de uma plataforma de mapeamento de baixo custo composto por um scanner Ibeo LUX, uma antena GNSS, um Sistema de Navegação Inercial Novatel SPAN-IGM-S1, que integra um receptor GNSS e uma Unidade de Medida Inercial, um computador portátil Raspberry Pi e um octóptero. O sistema foi avaliado para o modo aéreo usando um octocóptero desenvolvido pela empresa Sensormap. A densidade de pontos resultante em área com concentração de árvores também foi avaliada. A densidade de pontos obtida com este sistema é menor que a coletada por um sistema de varredura aérea LASER convencional, mas os resultados mostram que a precisão altimétrica com este sistema é de cerca de 30 cm, que é aceitável para aplicações florestais. As maiores vantagens deste sistema são o baixo peso e baixo custo que o torna atraente para várias aplicações.Universidade Estadual Paulista (Unesp) Departamento de CartografiaUniversidade Estadual Paulista (Unesp) Departamento de CartografiaUniversidade Federal do ParanáUniversidade Estadual Paulista (Unesp)Torres, Fernanda MagriTommaselli, Antonio Maria Garcia2018-11-12T17:28:51Z2018-11-12T17:28:51Z2018-08-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article318-334application/pdfhttp://dx.doi.org/10.1590/s1982-21702018000300021Boletim de Ciências Geodésicas. Universidade Federal do Paraná, v. 24, n. 3, p. 318-334, 2018.1982-2170http://hdl.handle.net/11449/15821310.1590/s1982-21702018000300021S1982-21702018000300318S1982-21702018000300318.pdfSciELOreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBoletim de Ciências Geodésicasinfo:eu-repo/semantics/openAccess2024-06-18T15:01:53Zoai:repositorio.unesp.br:11449/158213Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-06-18T15:01:53Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
Um sistema de varredura a laser leve baseado em VANT para aplicação florestal
title A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
spellingShingle A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
Torres, Fernanda Magri
Mobile LASER Scanning System
UAV
mapping tool
point cloud
Sistema de Varredura a LASER móvel
VANT
ferramenta de mapeamento
nuvem de pontos
title_short A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
title_full A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
title_fullStr A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
title_full_unstemmed A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
title_sort A LIGHTWEIGHT UAV-BASED LASER SCANNING SYSTEM FOR FOREST APPLICATION
author Torres, Fernanda Magri
author_facet Torres, Fernanda Magri
Tommaselli, Antonio Maria Garcia
author_role author
author2 Tommaselli, Antonio Maria Garcia
author2_role author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Torres, Fernanda Magri
Tommaselli, Antonio Maria Garcia
dc.subject.por.fl_str_mv Mobile LASER Scanning System
UAV
mapping tool
point cloud
Sistema de Varredura a LASER móvel
VANT
ferramenta de mapeamento
nuvem de pontos
topic Mobile LASER Scanning System
UAV
mapping tool
point cloud
Sistema de Varredura a LASER móvel
VANT
ferramenta de mapeamento
nuvem de pontos
description Abstract Lightweight Unmanned Aerial Vehicles (UAVs) have become a cost effective alternative for studies which use aerial Remote Sensing with high temporal frequency requirements for small areas. Laser scanner devices are widely used for rapid tridimensional data acquisition, mainly as a complementary data source to photogrammetric surveying. Recent studies using laser scanner systems onboard UAVs for forestry inventory and mapping applications have presented encouraging results. This work describes the development and accuracy assessment of a low cost mapping platform composed by an Ibeo Lux scanner, a GNSS (Global Navigation Satellite System) antenna, an Inertial Navigation System Novatel Span-IGM-S1, integrating a GNSS receiver and an IMU (Inertial Measurement Unit), a Raspberry PI portable computer and an octopter UAV. The system was assessed in aerial mode using an UAV octopter developed by SensorMap Company. The resulting point density in a plot with trees concentration was also evaluated. The point density of this device is lower than conventional Airborne Laser Systems but the results showed that altimetric accuracy with this system is around 30 cm, which is acceptable for forest applications. The main advantages of this system are their low weight and low cost, which make it attractive for several applications.
publishDate 2018
dc.date.none.fl_str_mv 2018-11-12T17:28:51Z
2018-11-12T17:28:51Z
2018-08-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1590/s1982-21702018000300021
Boletim de Ciências Geodésicas. Universidade Federal do Paraná, v. 24, n. 3, p. 318-334, 2018.
1982-2170
http://hdl.handle.net/11449/158213
10.1590/s1982-21702018000300021
S1982-21702018000300318
S1982-21702018000300318.pdf
url http://dx.doi.org/10.1590/s1982-21702018000300021
http://hdl.handle.net/11449/158213
identifier_str_mv Boletim de Ciências Geodésicas. Universidade Federal do Paraná, v. 24, n. 3, p. 318-334, 2018.
1982-2170
10.1590/s1982-21702018000300021
S1982-21702018000300318
S1982-21702018000300318.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Boletim de Ciências Geodésicas
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 318-334
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do Paraná
publisher.none.fl_str_mv Universidade Federal do Paraná
dc.source.none.fl_str_mv SciELO
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803045531430158336