On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data
The first airborne hyperspectral campaign in the Antarctic Peninsula region was carried out by the British Antarctic Survey and partners in February 2011. This paper presents an insight into the applicability of currently available radiative transfer modelling and atmospheric correction techniques f...
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ftdoajarticles:oai:doaj.org/article:15f83cb7de844ecc97eaf34efe1c29c5 2023-05-15T13:36:43+02:00 On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data Martin Black Andrew Fleming Teal Riley Graham Ferrier Peter Fretwell John McFee Stephen Achal Alejandra Umana Diaz 2014-05-01T00:00:00Z https://doi.org/10.3390/rs6054498 https://doaj.org/article/15f83cb7de844ecc97eaf34efe1c29c5 EN eng MDPI AG http://www.mdpi.com/2072-4292/6/5/4498 https://doaj.org/toc/2072-4292 2072-4292 doi:10.3390/rs6054498 https://doaj.org/article/15f83cb7de844ecc97eaf34efe1c29c5 Remote Sensing, Vol 6, Iss 5, Pp 4498-4514 (2014) airborne hyperspectral data atmospheric correction Antarctica radiative transfer modelling MODTRAN ATCOR Science Q article 2014 ftdoajarticles https://doi.org/10.3390/rs6054498 2022-12-31T15:19:35Z The first airborne hyperspectral campaign in the Antarctic Peninsula region was carried out by the British Antarctic Survey and partners in February 2011. This paper presents an insight into the applicability of currently available radiative transfer modelling and atmospheric correction techniques for processing airborne hyperspectral data in this unique coastal Antarctic environment. Results from the Atmospheric and Topographic Correction version 4 (ATCOR-4) package reveal absolute reflectance values somewhat in line with laboratory measured spectra, with Root Mean Square Error (RMSE) values of 5% in the visible near infrared (0.4–1 µm) and 8% in the shortwave infrared (1–2.5 µm). Residual noise remains present due to the absorption by atmospheric gases and aerosols, but certain parts of the spectrum match laboratory measured features very well. This study demonstrates that commercially available packages for carrying out atmospheric correction are capable of correcting airborne hyperspectral data in the challenging environment present in Antarctica. However, it is anticipated that future results from atmospheric correction could be improved by measuring in situ atmospheric data to generate atmospheric profiles and aerosol models, or with the use of multiple ground targets for calibration and validation. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica British Antarctic Survey Directory of Open Access Journals: DOAJ Articles Antarctic The Antarctic Antarctic Peninsula Remote Sensing 6 5 4498 4514 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
airborne hyperspectral data atmospheric correction Antarctica radiative transfer modelling MODTRAN ATCOR Science Q |
spellingShingle |
airborne hyperspectral data atmospheric correction Antarctica radiative transfer modelling MODTRAN ATCOR Science Q Martin Black Andrew Fleming Teal Riley Graham Ferrier Peter Fretwell John McFee Stephen Achal Alejandra Umana Diaz On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
topic_facet |
airborne hyperspectral data atmospheric correction Antarctica radiative transfer modelling MODTRAN ATCOR Science Q |
description |
The first airborne hyperspectral campaign in the Antarctic Peninsula region was carried out by the British Antarctic Survey and partners in February 2011. This paper presents an insight into the applicability of currently available radiative transfer modelling and atmospheric correction techniques for processing airborne hyperspectral data in this unique coastal Antarctic environment. Results from the Atmospheric and Topographic Correction version 4 (ATCOR-4) package reveal absolute reflectance values somewhat in line with laboratory measured spectra, with Root Mean Square Error (RMSE) values of 5% in the visible near infrared (0.4–1 µm) and 8% in the shortwave infrared (1–2.5 µm). Residual noise remains present due to the absorption by atmospheric gases and aerosols, but certain parts of the spectrum match laboratory measured features very well. This study demonstrates that commercially available packages for carrying out atmospheric correction are capable of correcting airborne hyperspectral data in the challenging environment present in Antarctica. However, it is anticipated that future results from atmospheric correction could be improved by measuring in situ atmospheric data to generate atmospheric profiles and aerosol models, or with the use of multiple ground targets for calibration and validation. |
format |
Article in Journal/Newspaper |
author |
Martin Black Andrew Fleming Teal Riley Graham Ferrier Peter Fretwell John McFee Stephen Achal Alejandra Umana Diaz |
author_facet |
Martin Black Andrew Fleming Teal Riley Graham Ferrier Peter Fretwell John McFee Stephen Achal Alejandra Umana Diaz |
author_sort |
Martin Black |
title |
On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
title_short |
On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
title_full |
On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
title_fullStr |
On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
title_full_unstemmed |
On the Atmospheric Correction of Antarctic Airborne Hyperspectral Data |
title_sort |
on the atmospheric correction of antarctic airborne hyperspectral data |
publisher |
MDPI AG |
publishDate |
2014 |
url |
https://doi.org/10.3390/rs6054498 https://doaj.org/article/15f83cb7de844ecc97eaf34efe1c29c5 |
geographic |
Antarctic The Antarctic Antarctic Peninsula |
geographic_facet |
Antarctic The Antarctic Antarctic Peninsula |
genre |
Antarc* Antarctic Antarctic Peninsula Antarctica British Antarctic Survey |
genre_facet |
Antarc* Antarctic Antarctic Peninsula Antarctica British Antarctic Survey |
op_source |
Remote Sensing, Vol 6, Iss 5, Pp 4498-4514 (2014) |
op_relation |
http://www.mdpi.com/2072-4292/6/5/4498 https://doaj.org/toc/2072-4292 2072-4292 doi:10.3390/rs6054498 https://doaj.org/article/15f83cb7de844ecc97eaf34efe1c29c5 |
op_doi |
https://doi.org/10.3390/rs6054498 |
container_title |
Remote Sensing |
container_volume |
6 |
container_issue |
5 |
container_start_page |
4498 |
op_container_end_page |
4514 |
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1766082864118497280 |