Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021)
The Lena Delta in Siberia is the largest delta in the Arctic and as a snow-dominated ecosystem particularly vulnerable to climate change. Using the two decades of MODerate resolution Imaging Spectroradiometer satellite acquisitions, this study investigates interannual and spatial variability of snow...
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Online Access: | https://doi.org/10.1088/1748-9326/ac8066 https://doaj.org/article/c4b4771dc7624f8a990f4c44f4ffbfcd |
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ftdoajarticles:oai:doaj.org/article:c4b4771dc7624f8a990f4c44f4ffbfcd 2023-09-05T13:17:23+02:00 Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) Birgit Heim Simeon Lisovski Mareike Wieczorek Anne Morgenstern Bennet Juhls Iuliia Shevtsova Stefan Kruse Julia Boike Irina Fedorova Ulrike Herzschuh 2022-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/ac8066 https://doaj.org/article/c4b4771dc7624f8a990f4c44f4ffbfcd EN eng IOP Publishing https://doi.org/10.1088/1748-9326/ac8066 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/ac8066 1748-9326 https://doaj.org/article/c4b4771dc7624f8a990f4c44f4ffbfcd Environmental Research Letters, Vol 17, Iss 8, p 085005 (2022) Arctic vegetation tundra snow cover duration NDVI NDSI MODIS Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2022 ftdoajarticles https://doi.org/10.1088/1748-9326/ac8066 2023-08-13T00:36:58Z The Lena Delta in Siberia is the largest delta in the Arctic and as a snow-dominated ecosystem particularly vulnerable to climate change. Using the two decades of MODerate resolution Imaging Spectroradiometer satellite acquisitions, this study investigates interannual and spatial variability of snow-cover duration and summer vegetation vitality in the Lena Delta. We approximated snow by the application of the normalized difference snow index and vegetation greenness by the normalized difference vegetation index (NDVI). We consolidated the analyses by integrating reanalysis products on air temperature from 2001 to 2021, and air temperature, ground temperature, and the date of snow-melt from time-lapse camera (TLC) observations from the Samoylov observatory located in the central delta. We extracted spring snow-cover duration determined by a latitudinal gradient. The ‘regular year’ snow-melt is transgressing from mid-May to late May within a time window of 10 days across the delta. We calculated yearly deviations per grid cell for two defined regions, one for the delta, and one focusing on the central delta. We identified an ensemble of early snow-melt years from 2012 to 2014, with snow-melt already starting in early May, and two late snow-melt years in 2004 and 2017, with snow-melt starting in June. In the times of TLC recording, the years of early and late snow-melt were confirmed. In the three summers after early snow-melt, summer vegetation greenness showed neither positive nor negative deviations. Whereas, vegetation greenness was reduced in 2004 after late snow-melt together with the lowest June monthly air temperature of the time series record. Since 2005, vegetation greenness is rising, with maxima in 2018 and 2021. The NDVI rise since 2018 is preceded by up to 4 °C warmer than average June air temperature. The ongoing operation of satellite missions allows to monitor a wide range of land surface properties and processes that will provide urgently needed data in times when logistical challenges lead to ... Article in Journal/Newspaper Arctic Climate change lena delta Tundra Siberia Directory of Open Access Journals: DOAJ Articles Arctic Environmental Research Letters 17 8 085005 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Arctic vegetation tundra snow cover duration NDVI NDSI MODIS Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
spellingShingle |
Arctic vegetation tundra snow cover duration NDVI NDSI MODIS Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 Birgit Heim Simeon Lisovski Mareike Wieczorek Anne Morgenstern Bennet Juhls Iuliia Shevtsova Stefan Kruse Julia Boike Irina Fedorova Ulrike Herzschuh Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
topic_facet |
Arctic vegetation tundra snow cover duration NDVI NDSI MODIS Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 |
description |
The Lena Delta in Siberia is the largest delta in the Arctic and as a snow-dominated ecosystem particularly vulnerable to climate change. Using the two decades of MODerate resolution Imaging Spectroradiometer satellite acquisitions, this study investigates interannual and spatial variability of snow-cover duration and summer vegetation vitality in the Lena Delta. We approximated snow by the application of the normalized difference snow index and vegetation greenness by the normalized difference vegetation index (NDVI). We consolidated the analyses by integrating reanalysis products on air temperature from 2001 to 2021, and air temperature, ground temperature, and the date of snow-melt from time-lapse camera (TLC) observations from the Samoylov observatory located in the central delta. We extracted spring snow-cover duration determined by a latitudinal gradient. The ‘regular year’ snow-melt is transgressing from mid-May to late May within a time window of 10 days across the delta. We calculated yearly deviations per grid cell for two defined regions, one for the delta, and one focusing on the central delta. We identified an ensemble of early snow-melt years from 2012 to 2014, with snow-melt already starting in early May, and two late snow-melt years in 2004 and 2017, with snow-melt starting in June. In the times of TLC recording, the years of early and late snow-melt were confirmed. In the three summers after early snow-melt, summer vegetation greenness showed neither positive nor negative deviations. Whereas, vegetation greenness was reduced in 2004 after late snow-melt together with the lowest June monthly air temperature of the time series record. Since 2005, vegetation greenness is rising, with maxima in 2018 and 2021. The NDVI rise since 2018 is preceded by up to 4 °C warmer than average June air temperature. The ongoing operation of satellite missions allows to monitor a wide range of land surface properties and processes that will provide urgently needed data in times when logistical challenges lead to ... |
format |
Article in Journal/Newspaper |
author |
Birgit Heim Simeon Lisovski Mareike Wieczorek Anne Morgenstern Bennet Juhls Iuliia Shevtsova Stefan Kruse Julia Boike Irina Fedorova Ulrike Herzschuh |
author_facet |
Birgit Heim Simeon Lisovski Mareike Wieczorek Anne Morgenstern Bennet Juhls Iuliia Shevtsova Stefan Kruse Julia Boike Irina Fedorova Ulrike Herzschuh |
author_sort |
Birgit Heim |
title |
Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
title_short |
Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
title_full |
Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
title_fullStr |
Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
title_full_unstemmed |
Spring snow cover duration and tundra greenness in the Lena Delta, Siberia: two decades of MODIS satellite time series (2001–2021) |
title_sort |
spring snow cover duration and tundra greenness in the lena delta, siberia: two decades of modis satellite time series (2001–2021) |
publisher |
IOP Publishing |
publishDate |
2022 |
url |
https://doi.org/10.1088/1748-9326/ac8066 https://doaj.org/article/c4b4771dc7624f8a990f4c44f4ffbfcd |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Climate change lena delta Tundra Siberia |
genre_facet |
Arctic Climate change lena delta Tundra Siberia |
op_source |
Environmental Research Letters, Vol 17, Iss 8, p 085005 (2022) |
op_relation |
https://doi.org/10.1088/1748-9326/ac8066 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/ac8066 1748-9326 https://doaj.org/article/c4b4771dc7624f8a990f4c44f4ffbfcd |
op_doi |
https://doi.org/10.1088/1748-9326/ac8066 |
container_title |
Environmental Research Letters |
container_volume |
17 |
container_issue |
8 |
container_start_page |
085005 |
_version_ |
1776198572447891456 |