Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed
These datasets were acquired in the 2010/2011 and 2012/2013 Summer seasons from a multi-rotor unmanned aircraft system (UAS), also known as OktoKopter. This research focuses on the development of novel remote sensing techniques to map the spatial variability of moss bed health. At each site we flew...
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Format: | Dataset |
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Australian Antarctic Data Centre
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Online Access: | https://researchdata.ands.org.au/unmanned-aircraft-systems-red-shed/698997 https://doi.org/10.4225/15/555D755E50DB8 https://data.aad.gov.au/metadata/records/AAS_4046_UAS http://nla.gov.au/nla.party-617536 |
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ftands:oai:ands.org.au::698997 |
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record_format |
openpolar |
institution |
Open Polar |
collection |
Research Data Australia (Australian National Data Service - ANDS) |
op_collection_id |
ftands |
language |
unknown |
topic |
biota imageryBaseMapsEarthCover CLUB MOSSES EARTH SCIENCE BIOLOGICAL CLASSIFICATION PLANTS FERNS AND ALLIES SNOW COVER CLIMATE INDICATORS CRYOSPHERIC INDICATORS Remote Sensing ASPA Moss OktoKopter ASC > All-Sky Camera AVCS Nimbus-1 > Advanced Vidicon Camera System on Nimbus-1 AVCS Nimbus-2 > Advanced Vidicon Camera System on Nimbus-2 GPS RECEIVERS MULTI-SPECTRAL > Multispectral Camera UAV > Unmanned Aerial Vehicle AERIAL PHOTOGRAPHS CONTINENT > ANTARCTICA GEOGRAPHIC REGION > POLAR |
spellingShingle |
biota imageryBaseMapsEarthCover CLUB MOSSES EARTH SCIENCE BIOLOGICAL CLASSIFICATION PLANTS FERNS AND ALLIES SNOW COVER CLIMATE INDICATORS CRYOSPHERIC INDICATORS Remote Sensing ASPA Moss OktoKopter ASC > All-Sky Camera AVCS Nimbus-1 > Advanced Vidicon Camera System on Nimbus-1 AVCS Nimbus-2 > Advanced Vidicon Camera System on Nimbus-2 GPS RECEIVERS MULTI-SPECTRAL > Multispectral Camera UAV > Unmanned Aerial Vehicle AERIAL PHOTOGRAPHS CONTINENT > ANTARCTICA GEOGRAPHIC REGION > POLAR Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
topic_facet |
biota imageryBaseMapsEarthCover CLUB MOSSES EARTH SCIENCE BIOLOGICAL CLASSIFICATION PLANTS FERNS AND ALLIES SNOW COVER CLIMATE INDICATORS CRYOSPHERIC INDICATORS Remote Sensing ASPA Moss OktoKopter ASC > All-Sky Camera AVCS Nimbus-1 > Advanced Vidicon Camera System on Nimbus-1 AVCS Nimbus-2 > Advanced Vidicon Camera System on Nimbus-2 GPS RECEIVERS MULTI-SPECTRAL > Multispectral Camera UAV > Unmanned Aerial Vehicle AERIAL PHOTOGRAPHS CONTINENT > ANTARCTICA GEOGRAPHIC REGION > POLAR |
description |
These datasets were acquired in the 2010/2011 and 2012/2013 Summer seasons from a multi-rotor unmanned aircraft system (UAS), also known as OktoKopter. This research focuses on the development of novel remote sensing techniques to map the spatial variability of moss bed health. At each site we flew the OktoKopter with three sensors: 1) an RGB digital SLR camera resulting in ultra-high resolution aerial photography, 2) a 6-band multispectral sensor, and 3) a thermal imaging sensor. A structure-from-motion (SfM) workflow was applied to derive orthomosaics from the hundreds of overlapping images acquired by each sensor. For the 2011 datasets, a very detailed description of the data collection process is provided in Turner et al. (2014) and Lucieer et al. (2013). For ASPA135, Robinson Ridge, and Red Shed the following datasets were generated: - "name of site"_vis_1cm.bsq: RGB orthomosaic from overlapping DSLR photography - "name of site"_mca_3cm.bsq: 6-band multispectral image mosaic - "name of site"_tir_10cm.bsq: thermal image mosaic These datasets are provided in the Exelis IDL/ENVI band sequential (.bsq) format, which is compatible with ArcGIS. For the Robinson Ridge site several additional data products were generated as described in Turner et al. (2014) and Lucieer et al. (2013): - Robbos50m_DEM2cm.bsq and LnFlowAccMC.bsq: digital elevation model (DEM) and flow accumulation modelled with a Monte Carlo simulation based on a 2 cm resolution DEM derived from SfM (Lucieer et al.,2013). ArcMap project: Lucieer2013_Robbos_DEMFlowAccumulation.mxd - Robbos_MCA_new_3cm_refl.bsq: raw multispectral imagery converted from DN-values to reflectance value based on calibration panels and spectral field observations. - Robbos_MCA_new_3cm_MTVI2.bsq: MTVI2 vegetation index derived from multispectral reflectance imagery - moss_health_map.img: MTVI2 values converted to % moss health based on a regression of quadrat observations - robbos_tir_3cm_calibrated_bl.bsq: thermal imagery resampled to 3 cm to match the multispectral imagery and calibrated to absolute temperature based on field temperature observations - moss_temp_map.img: temperature for moss areas only, where moss was identified through thresholding the MTVI2 image - ArcMap projects and figures corresponding to figure numbers in Turner et al. (2014) The ASPA135 10 Feb 2013 datasets were collected with an RGB DSLR camera. The datasets in this folder are an RGB orthomosaic and DEM for the main melt puddle in ASPA135 when there was less snow cover than Feb 2011. The processing workflow was identical to the Robbos workflow described in Lucieer et al. (2013). The Videos folder contains two videos: - 3D model of Robbos Lucieer et al. (2013) - UAS flight with hyperspectral SkyJib multi-rotor 5 Feb 2013 at Robinson Ridge (hyperspectral data still to be processed and published) |
author2 |
LUCIEER, ARKO (hasPrincipalInvestigator) LUCIEER, ARKO (processor) ROBINSON, SHARON (hasPrincipalInvestigator) ROBINSON, SHARON (processor) TURNER, DARREN (processor) MALENOVSKY, ZBYNEK (processor) Australian Antarctic Data Centre (publisher) |
format |
Dataset |
title |
Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
title_short |
Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
title_full |
Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
title_fullStr |
Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
title_full_unstemmed |
Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed |
title_sort |
unmanned aircraft systems (uas) remote sensing datasets for aspa135, robinson ridge, and red shed |
publisher |
Australian Antarctic Data Centre |
url |
https://researchdata.ands.org.au/unmanned-aircraft-systems-red-shed/698997 https://doi.org/10.4225/15/555D755E50DB8 https://data.aad.gov.au/metadata/records/AAS_4046_UAS http://nla.gov.au/nla.party-617536 |
op_coverage |
Spatial: northlimit=-66.36764; southlimit=-66.36892; westlimit=110.58501; eastLimit=110.58664; projection=WGS84 Spatial: northlimit=-66.28237; southlimit=-66.28382; westlimit=110.52646; eastLimit=110.53007; projection=WGS84 Spatial: northlimit=-66.28158; southlimit=-66.2828; westlimit=110.53716; eastLimit=110.54049; projection=WGS84 Temporal: From 2011-02-20 to 2011-02-24 |
long_lat |
ENVELOPE(110.594,110.594,-66.369,-66.369) ENVELOPE(110.58501,110.58664,-66.36764,-66.36892) ENVELOPE(110.52646,110.53007,-66.28237,-66.28382) ENVELOPE(110.53716,110.54049,-66.28158,-66.2828) |
geographic |
Robinson Ridge |
geographic_facet |
Robinson Ridge |
genre |
Antarc* Antarctica |
genre_facet |
Antarc* Antarctica |
op_source |
Australian Antarctic Data Centre |
op_relation |
https://researchdata.ands.org.au/unmanned-aircraft-systems-red-shed/698997 3a86ac12-c60b-48c6-970f-297bd3078be8 doi:10.4225/15/555D755E50DB8 AAS_4046_UAS https://data.aad.gov.au/metadata/records/AAS_4046_UAS http://nla.gov.au/nla.party-617536 |
op_doi |
https://doi.org/10.4225/15/555D755E50DB8 |
_version_ |
1766245791812288512 |
spelling |
ftands:oai:ands.org.au::698997 2023-05-15T13:46:57+02:00 Unmanned Aircraft Systems (UAS) remote sensing datasets for ASPA135, Robinson Ridge, and Red Shed LUCIEER, ARKO (hasPrincipalInvestigator) LUCIEER, ARKO (processor) ROBINSON, SHARON (hasPrincipalInvestigator) ROBINSON, SHARON (processor) TURNER, DARREN (processor) MALENOVSKY, ZBYNEK (processor) Australian Antarctic Data Centre (publisher) Spatial: northlimit=-66.36764; southlimit=-66.36892; westlimit=110.58501; eastLimit=110.58664; projection=WGS84 Spatial: northlimit=-66.28237; southlimit=-66.28382; westlimit=110.52646; eastLimit=110.53007; projection=WGS84 Spatial: northlimit=-66.28158; southlimit=-66.2828; westlimit=110.53716; eastLimit=110.54049; projection=WGS84 Temporal: From 2011-02-20 to 2011-02-24 https://researchdata.ands.org.au/unmanned-aircraft-systems-red-shed/698997 https://doi.org/10.4225/15/555D755E50DB8 https://data.aad.gov.au/metadata/records/AAS_4046_UAS http://nla.gov.au/nla.party-617536 unknown Australian Antarctic Data Centre https://researchdata.ands.org.au/unmanned-aircraft-systems-red-shed/698997 3a86ac12-c60b-48c6-970f-297bd3078be8 doi:10.4225/15/555D755E50DB8 AAS_4046_UAS https://data.aad.gov.au/metadata/records/AAS_4046_UAS http://nla.gov.au/nla.party-617536 Australian Antarctic Data Centre biota imageryBaseMapsEarthCover CLUB MOSSES EARTH SCIENCE BIOLOGICAL CLASSIFICATION PLANTS FERNS AND ALLIES SNOW COVER CLIMATE INDICATORS CRYOSPHERIC INDICATORS Remote Sensing ASPA Moss OktoKopter ASC > All-Sky Camera AVCS Nimbus-1 > Advanced Vidicon Camera System on Nimbus-1 AVCS Nimbus-2 > Advanced Vidicon Camera System on Nimbus-2 GPS RECEIVERS MULTI-SPECTRAL > Multispectral Camera UAV > Unmanned Aerial Vehicle AERIAL PHOTOGRAPHS CONTINENT > ANTARCTICA GEOGRAPHIC REGION > POLAR dataset ftands https://doi.org/10.4225/15/555D755E50DB8 2020-01-05T21:15:41Z These datasets were acquired in the 2010/2011 and 2012/2013 Summer seasons from a multi-rotor unmanned aircraft system (UAS), also known as OktoKopter. This research focuses on the development of novel remote sensing techniques to map the spatial variability of moss bed health. At each site we flew the OktoKopter with three sensors: 1) an RGB digital SLR camera resulting in ultra-high resolution aerial photography, 2) a 6-band multispectral sensor, and 3) a thermal imaging sensor. A structure-from-motion (SfM) workflow was applied to derive orthomosaics from the hundreds of overlapping images acquired by each sensor. For the 2011 datasets, a very detailed description of the data collection process is provided in Turner et al. (2014) and Lucieer et al. (2013). For ASPA135, Robinson Ridge, and Red Shed the following datasets were generated: - "name of site"_vis_1cm.bsq: RGB orthomosaic from overlapping DSLR photography - "name of site"_mca_3cm.bsq: 6-band multispectral image mosaic - "name of site"_tir_10cm.bsq: thermal image mosaic These datasets are provided in the Exelis IDL/ENVI band sequential (.bsq) format, which is compatible with ArcGIS. For the Robinson Ridge site several additional data products were generated as described in Turner et al. (2014) and Lucieer et al. (2013): - Robbos50m_DEM2cm.bsq and LnFlowAccMC.bsq: digital elevation model (DEM) and flow accumulation modelled with a Monte Carlo simulation based on a 2 cm resolution DEM derived from SfM (Lucieer et al.,2013). ArcMap project: Lucieer2013_Robbos_DEMFlowAccumulation.mxd - Robbos_MCA_new_3cm_refl.bsq: raw multispectral imagery converted from DN-values to reflectance value based on calibration panels and spectral field observations. - Robbos_MCA_new_3cm_MTVI2.bsq: MTVI2 vegetation index derived from multispectral reflectance imagery - moss_health_map.img: MTVI2 values converted to % moss health based on a regression of quadrat observations - robbos_tir_3cm_calibrated_bl.bsq: thermal imagery resampled to 3 cm to match the multispectral imagery and calibrated to absolute temperature based on field temperature observations - moss_temp_map.img: temperature for moss areas only, where moss was identified through thresholding the MTVI2 image - ArcMap projects and figures corresponding to figure numbers in Turner et al. (2014) The ASPA135 10 Feb 2013 datasets were collected with an RGB DSLR camera. The datasets in this folder are an RGB orthomosaic and DEM for the main melt puddle in ASPA135 when there was less snow cover than Feb 2011. The processing workflow was identical to the Robbos workflow described in Lucieer et al. (2013). The Videos folder contains two videos: - 3D model of Robbos Lucieer et al. (2013) - UAS flight with hyperspectral SkyJib multi-rotor 5 Feb 2013 at Robinson Ridge (hyperspectral data still to be processed and published) Dataset Antarc* Antarctica Research Data Australia (Australian National Data Service - ANDS) Robinson Ridge ENVELOPE(110.594,110.594,-66.369,-66.369) ENVELOPE(110.58501,110.58664,-66.36764,-66.36892) ENVELOPE(110.52646,110.53007,-66.28237,-66.28382) ENVELOPE(110.53716,110.54049,-66.28158,-66.2828) |