Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data
International audience Regions of anomalously low backscatter in C-band synthetic aperture radar (SAR) imagery of lake ice of Lake Neyto in northwestern Siberia have been suggested to be caused by emissions of gas (methane from hydrocarbon reservoirs) through the lake's sediments. However, to a...
Published in: | The Cryosphere |
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Main Authors: | , , , |
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Format: | Article in Journal/Newspaper |
Language: | English |
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HAL CCSD
2021
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Online Access: | https://hal-insu.archives-ouvertes.fr/insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344/document https://hal-insu.archives-ouvertes.fr/insu-03671344/file/tc-15-1907-2021.pdf https://doi.org/10.5194/tc-15-1907-2021 |
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Open Polar |
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Université de Nantes: HAL-UNIV-NANTES |
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English |
topic |
[SDU]Sciences of the Universe [physics] |
spellingShingle |
[SDU]Sciences of the Universe [physics] Pointner, Georg Bartsch, Annett Dvornikov, Yury A. Kouraev, Alexei V. Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
topic_facet |
[SDU]Sciences of the Universe [physics] |
description |
International audience Regions of anomalously low backscatter in C-band synthetic aperture radar (SAR) imagery of lake ice of Lake Neyto in northwestern Siberia have been suggested to be caused by emissions of gas (methane from hydrocarbon reservoirs) through the lake's sediments. However, to assess this connection, only analyses of data from boreholes in the vicinity of Lake Neyto and visual comparisons to medium-resolution optical imagery have been provided due to a lack of in situ observations of the lake ice itself. These observations are impeded due to accessibility and safety issues. Geospatial analyses and innovative combinations of satellite data sources are therefore proposed to advance our understanding of this phenomenon. In this study, we assess the nature of the backscatter anomalies in Sentinel-1 C-band SAR images in combination with very high resolution (VHR) WorldView-2 optical imagery. We present methods to automatically map backscatter anomaly regions from the C-band SAR data (40 m pixel spacing) and holes in lake ice from the VHR data (0.5 m pixel spacing) and examine their spatial relationships. The reliability of the SAR method is evaluated through comparison between different acquisition modes. The results show that the majority of mapped holes (71 %) in the VHR data are clearly related to anomalies in SAR imagery acquired a few days earlier, and similarities to SAR imagery acquired more than a month before are evident, supporting the hypothesis that anomalies may be related to gas emissions. Further, a significant expansion of backscatter anomaly regions in spring is documented and quantified in all analysed years 2015 to 2019. Our study suggests that the backscatter anomalies might be caused by lake ice subsidence and consequent flooding through the holes over the ice top leading to wetting and/or slushing of the snow around the holes, which might also explain outcomes of polarimetric analyses of auxiliary L-band Advanced Land Observing Satellite (ALOS) Phased Array type L-band ... |
author2 |
Université Paris Cité (UPCité) Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS) |
format |
Article in Journal/Newspaper |
author |
Pointner, Georg Bartsch, Annett Dvornikov, Yury A. Kouraev, Alexei V. |
author_facet |
Pointner, Georg Bartsch, Annett Dvornikov, Yury A. Kouraev, Alexei V. |
author_sort |
Pointner, Georg |
title |
Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
title_short |
Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
title_full |
Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
title_fullStr |
Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
title_full_unstemmed |
Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data |
title_sort |
mapping potential signs of gas emissions in ice of lake neyto, yamal, russia, using synthetic aperture radar and multispectral remote sensing data |
publisher |
HAL CCSD |
publishDate |
2021 |
url |
https://hal-insu.archives-ouvertes.fr/insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344/document https://hal-insu.archives-ouvertes.fr/insu-03671344/file/tc-15-1907-2021.pdf https://doi.org/10.5194/tc-15-1907-2021 |
genre |
The Cryosphere Siberia |
genre_facet |
The Cryosphere Siberia |
op_source |
The Cryosphere https://hal-insu.archives-ouvertes.fr/insu-03671344 The Cryosphere, 2021, 15, pp.1907-1929. ⟨10.5194/tc-15-1907-2021⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-1907-2021 insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344/document https://hal-insu.archives-ouvertes.fr/insu-03671344/file/tc-15-1907-2021.pdf BIBCODE: 2021TCry.15.1907P doi:10.5194/tc-15-1907-2021 |
op_rights |
http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess |
op_doi |
https://doi.org/10.5194/tc-15-1907-2021 |
container_title |
The Cryosphere |
container_volume |
15 |
container_issue |
4 |
container_start_page |
1907 |
op_container_end_page |
1929 |
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1766216293021646848 |
spelling |
ftunivnantes:oai:HAL:insu-03671344v1 2023-05-15T18:32:13+02:00 Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data Pointner, Georg Bartsch, Annett Dvornikov, Yury A. Kouraev, Alexei V. Université Paris Cité (UPCité) Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS) 2021 https://hal-insu.archives-ouvertes.fr/insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344/document https://hal-insu.archives-ouvertes.fr/insu-03671344/file/tc-15-1907-2021.pdf https://doi.org/10.5194/tc-15-1907-2021 en eng HAL CCSD info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-1907-2021 insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344 https://hal-insu.archives-ouvertes.fr/insu-03671344/document https://hal-insu.archives-ouvertes.fr/insu-03671344/file/tc-15-1907-2021.pdf BIBCODE: 2021TCry.15.1907P doi:10.5194/tc-15-1907-2021 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess The Cryosphere https://hal-insu.archives-ouvertes.fr/insu-03671344 The Cryosphere, 2021, 15, pp.1907-1929. ⟨10.5194/tc-15-1907-2021⟩ [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2021 ftunivnantes https://doi.org/10.5194/tc-15-1907-2021 2023-02-22T01:57:33Z International audience Regions of anomalously low backscatter in C-band synthetic aperture radar (SAR) imagery of lake ice of Lake Neyto in northwestern Siberia have been suggested to be caused by emissions of gas (methane from hydrocarbon reservoirs) through the lake's sediments. However, to assess this connection, only analyses of data from boreholes in the vicinity of Lake Neyto and visual comparisons to medium-resolution optical imagery have been provided due to a lack of in situ observations of the lake ice itself. These observations are impeded due to accessibility and safety issues. Geospatial analyses and innovative combinations of satellite data sources are therefore proposed to advance our understanding of this phenomenon. In this study, we assess the nature of the backscatter anomalies in Sentinel-1 C-band SAR images in combination with very high resolution (VHR) WorldView-2 optical imagery. We present methods to automatically map backscatter anomaly regions from the C-band SAR data (40 m pixel spacing) and holes in lake ice from the VHR data (0.5 m pixel spacing) and examine their spatial relationships. The reliability of the SAR method is evaluated through comparison between different acquisition modes. The results show that the majority of mapped holes (71 %) in the VHR data are clearly related to anomalies in SAR imagery acquired a few days earlier, and similarities to SAR imagery acquired more than a month before are evident, supporting the hypothesis that anomalies may be related to gas emissions. Further, a significant expansion of backscatter anomaly regions in spring is documented and quantified in all analysed years 2015 to 2019. Our study suggests that the backscatter anomalies might be caused by lake ice subsidence and consequent flooding through the holes over the ice top leading to wetting and/or slushing of the snow around the holes, which might also explain outcomes of polarimetric analyses of auxiliary L-band Advanced Land Observing Satellite (ALOS) Phased Array type L-band ... Article in Journal/Newspaper The Cryosphere Siberia Université de Nantes: HAL-UNIV-NANTES The Cryosphere 15 4 1907 1929 |