Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data

The increasing trend of larch forests burning in the permafrost zone (60–65° N, 95–105° E) is observed in Siberia. Up to 10–15% of entire larch forests were damaged by wildfire during the last two decades. Current research analysed the reflectance and thermal anomalies of the post-pyrogenic sites un...

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Published in:3rd International Electronic Conference on Remote Sensing
Main Authors: Evgenii Ponomarev, Tatiana Ponomareva, Oxana Masyagina, Evgeny Shvetsov, Oleg Ponomarev, Konstantin Krasnoshchekov, Alexander Dergunov
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2019
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Online Access:https://doi.org/10.3390/ECRS-3-06202
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spelling ftmdpi:oai:mdpi.com:/2504-3900/18/1/6/ 2023-08-20T04:09:11+02:00 Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data Evgenii Ponomarev Tatiana Ponomareva Oxana Masyagina Evgeny Shvetsov Oleg Ponomarev Konstantin Krasnoshchekov Alexander Dergunov 2019-06-04 application/pdf https://doi.org/10.3390/ECRS-3-06202 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/ECRS-3-06202 https://creativecommons.org/licenses/by/4.0/ Proceedings; Volume 18; Issue 1; Pages: 6 remote sensing permafrost larch forests thermal anomaly post-pyrogenic sites seasonal thawed layer Text 2019 ftmdpi https://doi.org/10.3390/ECRS-3-06202 2023-07-31T22:25:05Z The increasing trend of larch forests burning in the permafrost zone (60–65° N, 95–105° E) is observed in Siberia. Up to 10–15% of entire larch forests were damaged by wildfire during the last two decades. Current research analysed the reflectance and thermal anomalies of the post-pyrogenic sites under the conditions of permafrost. Studies are based on a long-term Terra and Aqua/MODIS (Moderate Resolution Imaging Spectroradiometer) survey for 2006–2018. We used IR thermal range data of 10.780–11.280 microns (MOD11A1 product) and we evaluated the Normalized Difference Vegetation Index (NDVI) from MOD09GQ product as well. The averaged temperature and NDVI dynamics were investigated in total for 50 post-fire plots under different stages of succession (1, 2, 5 and 10 years after burning) in comparison with non-disturbed vegetation cover sites under the same conditions. We recorded higher temperatures (20–47% higher than average background value) and lower NDVI values (9–63% lower than non-disturbed vegetation cover) persisting for the first 10 years after the fire. Under conditions of natural restoration, thermal anomalies of the ground cover remained significant for more than 15 years, which was reflected in long-term satellite data and confirmed by ground-based measurements. To estimate the impact of thermal anomalies on soil temperature and thawed layer depth we used the Stefan’s solution for the thermal conductivity equation. According to the results of numerical simulation, depth of the seasonal thawed layer could increase more than 20% in comparison with the average statistical norm under the conditions of excessive heating of the underlying layers. This is a significant factor in the stability of Siberian permafrost ecosystems requiring long-term monitoring. Text permafrost Siberia MDPI Open Access Publishing 3rd International Electronic Conference on Remote Sensing 6
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic remote sensing
permafrost
larch forests
thermal anomaly
post-pyrogenic sites
seasonal thawed layer
spellingShingle remote sensing
permafrost
larch forests
thermal anomaly
post-pyrogenic sites
seasonal thawed layer
Evgenii Ponomarev
Tatiana Ponomareva
Oxana Masyagina
Evgeny Shvetsov
Oleg Ponomarev
Konstantin Krasnoshchekov
Alexander Dergunov
Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
topic_facet remote sensing
permafrost
larch forests
thermal anomaly
post-pyrogenic sites
seasonal thawed layer
description The increasing trend of larch forests burning in the permafrost zone (60–65° N, 95–105° E) is observed in Siberia. Up to 10–15% of entire larch forests were damaged by wildfire during the last two decades. Current research analysed the reflectance and thermal anomalies of the post-pyrogenic sites under the conditions of permafrost. Studies are based on a long-term Terra and Aqua/MODIS (Moderate Resolution Imaging Spectroradiometer) survey for 2006–2018. We used IR thermal range data of 10.780–11.280 microns (MOD11A1 product) and we evaluated the Normalized Difference Vegetation Index (NDVI) from MOD09GQ product as well. The averaged temperature and NDVI dynamics were investigated in total for 50 post-fire plots under different stages of succession (1, 2, 5 and 10 years after burning) in comparison with non-disturbed vegetation cover sites under the same conditions. We recorded higher temperatures (20–47% higher than average background value) and lower NDVI values (9–63% lower than non-disturbed vegetation cover) persisting for the first 10 years after the fire. Under conditions of natural restoration, thermal anomalies of the ground cover remained significant for more than 15 years, which was reflected in long-term satellite data and confirmed by ground-based measurements. To estimate the impact of thermal anomalies on soil temperature and thawed layer depth we used the Stefan’s solution for the thermal conductivity equation. According to the results of numerical simulation, depth of the seasonal thawed layer could increase more than 20% in comparison with the average statistical norm under the conditions of excessive heating of the underlying layers. This is a significant factor in the stability of Siberian permafrost ecosystems requiring long-term monitoring.
format Text
author Evgenii Ponomarev
Tatiana Ponomareva
Oxana Masyagina
Evgeny Shvetsov
Oleg Ponomarev
Konstantin Krasnoshchekov
Alexander Dergunov
author_facet Evgenii Ponomarev
Tatiana Ponomareva
Oxana Masyagina
Evgeny Shvetsov
Oleg Ponomarev
Konstantin Krasnoshchekov
Alexander Dergunov
author_sort Evgenii Ponomarev
title Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
title_short Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
title_full Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
title_fullStr Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
title_full_unstemmed Post-Fire Effect Modeling for the Permafrost Zone in Central Siberia on the Basis of Remote Sensing Data
title_sort post-fire effect modeling for the permafrost zone in central siberia on the basis of remote sensing data
publisher Multidisciplinary Digital Publishing Institute
publishDate 2019
url https://doi.org/10.3390/ECRS-3-06202
genre permafrost
Siberia
genre_facet permafrost
Siberia
op_source Proceedings; Volume 18; Issue 1; Pages: 6
op_relation https://dx.doi.org/10.3390/ECRS-3-06202
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/ECRS-3-06202
container_title 3rd International Electronic Conference on Remote Sensing
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