The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS

Light-absorbing particles (LAPs) deposited on snow can significantly reduce surface albedo and contribute to positive radiative forcing. This study firstly estimated and attributed the spatio-temporal variability in the radiative forcing (RF) of LAPs in snow over the northern hemisphere during the s...

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Published in:Remote Sensing
Main Authors: Jiecan Cui, Xiaoying Niu, Yang Chen, Yuxuan Xing, Shirui Yan, Jin Zhao, Lijun Chen, Shuaixi Xu, Dongyou Wu, Tenglong Shi, Xin Wang, Wei Pu
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2023
Subjects:
Q
Online Access:https://doi.org/10.3390/rs15030636
https://doaj.org/article/1886c24b80e048bf8b1ace94a5e458fc
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spelling ftdoajarticles:oai:doaj.org/article:1886c24b80e048bf8b1ace94a5e458fc 2023-05-15T16:29:57+02:00 The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS Jiecan Cui Xiaoying Niu Yang Chen Yuxuan Xing Shirui Yan Jin Zhao Lijun Chen Shuaixi Xu Dongyou Wu Tenglong Shi Xin Wang Wei Pu 2023-01-01T00:00:00Z https://doi.org/10.3390/rs15030636 https://doaj.org/article/1886c24b80e048bf8b1ace94a5e458fc EN eng MDPI AG https://www.mdpi.com/2072-4292/15/3/636 https://doaj.org/toc/2072-4292 doi:10.3390/rs15030636 2072-4292 https://doaj.org/article/1886c24b80e048bf8b1ace94a5e458fc Remote Sensing, Vol 15, Iss 636, p 636 (2023) light-absorbing particles (LAPs) remote sensing snow albedo radiative forcing Science Q article 2023 ftdoajarticles https://doi.org/10.3390/rs15030636 2023-02-12T01:25:51Z Light-absorbing particles (LAPs) deposited on snow can significantly reduce surface albedo and contribute to positive radiative forcing. This study firstly estimated and attributed the spatio-temporal variability in the radiative forcing (RF) of LAPs in snow over the northern hemisphere during the snow-covered period 2003–2018 by employing Moderate Resolution Imaging Spectroradiometer (MODIS) data, coupled with snow and atmospheric radiative transfer modelling. In general, the RF for the northern hemisphere shows a large spatial variability over the whole snow-covered areas and periods, with the highest value (12.7 W m −2 ) in northeastern China (NEC) and the lowest (1.9 W m −2 ) in Greenland (GRL). The concentration of LAPs in snow is the dominant contributor to spatial variability in RF in spring (~73%) while the joint spatial contributions of snow water equivalent (SWE) and solar irradiance (SI) are the most important (>50%) in winter. The average northern hemisphere RF gradually increases from 2.1 W m −2 in December to 4.1 W m −2 in May and the high-value area shifts gradually northwards from mid-altitude to high-latitude over the same period, which is primarily due to the seasonal variability of SI (~58%). More interestingly, our data reveal a significant decrease in RF over high-latitude Eurasia (HEUA) of −0.04 W m −2 a −1 and northeastern China (NEC) of −0.14 W m −2 a −1 from 2003 to 2018. By employing a sensitivity test, we find the concurrent decline in the concentration of LAPs in snow accounted for the primary responsibility for the decrease in RF over these two areas, which is further confirmed by in situ observations. Article in Journal/Newspaper Greenland Directory of Open Access Journals: DOAJ Articles Greenland Remote Sensing 15 3 636
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
Science
Q
spellingShingle light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
Science
Q
Jiecan Cui
Xiaoying Niu
Yang Chen
Yuxuan Xing
Shirui Yan
Jin Zhao
Lijun Chen
Shuaixi Xu
Dongyou Wu
Tenglong Shi
Xin Wang
Wei Pu
The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
topic_facet light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
Science
Q
description Light-absorbing particles (LAPs) deposited on snow can significantly reduce surface albedo and contribute to positive radiative forcing. This study firstly estimated and attributed the spatio-temporal variability in the radiative forcing (RF) of LAPs in snow over the northern hemisphere during the snow-covered period 2003–2018 by employing Moderate Resolution Imaging Spectroradiometer (MODIS) data, coupled with snow and atmospheric radiative transfer modelling. In general, the RF for the northern hemisphere shows a large spatial variability over the whole snow-covered areas and periods, with the highest value (12.7 W m −2 ) in northeastern China (NEC) and the lowest (1.9 W m −2 ) in Greenland (GRL). The concentration of LAPs in snow is the dominant contributor to spatial variability in RF in spring (~73%) while the joint spatial contributions of snow water equivalent (SWE) and solar irradiance (SI) are the most important (>50%) in winter. The average northern hemisphere RF gradually increases from 2.1 W m −2 in December to 4.1 W m −2 in May and the high-value area shifts gradually northwards from mid-altitude to high-latitude over the same period, which is primarily due to the seasonal variability of SI (~58%). More interestingly, our data reveal a significant decrease in RF over high-latitude Eurasia (HEUA) of −0.04 W m −2 a −1 and northeastern China (NEC) of −0.14 W m −2 a −1 from 2003 to 2018. By employing a sensitivity test, we find the concurrent decline in the concentration of LAPs in snow accounted for the primary responsibility for the decrease in RF over these two areas, which is further confirmed by in situ observations.
format Article in Journal/Newspaper
author Jiecan Cui
Xiaoying Niu
Yang Chen
Yuxuan Xing
Shirui Yan
Jin Zhao
Lijun Chen
Shuaixi Xu
Dongyou Wu
Tenglong Shi
Xin Wang
Wei Pu
author_facet Jiecan Cui
Xiaoying Niu
Yang Chen
Yuxuan Xing
Shirui Yan
Jin Zhao
Lijun Chen
Shuaixi Xu
Dongyou Wu
Tenglong Shi
Xin Wang
Wei Pu
author_sort Jiecan Cui
title The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
title_short The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
title_full The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
title_fullStr The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
title_full_unstemmed The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS
title_sort spatio-temporal variability in the radiative forcing of light-absorbing particles in snow of 2003–2018 over the northern hemisphere from modis
publisher MDPI AG
publishDate 2023
url https://doi.org/10.3390/rs15030636
https://doaj.org/article/1886c24b80e048bf8b1ace94a5e458fc
geographic Greenland
geographic_facet Greenland
genre Greenland
genre_facet Greenland
op_source Remote Sensing, Vol 15, Iss 636, p 636 (2023)
op_relation https://www.mdpi.com/2072-4292/15/3/636
https://doaj.org/toc/2072-4292
doi:10.3390/rs15030636
2072-4292
https://doaj.org/article/1886c24b80e048bf8b1ace94a5e458fc
op_doi https://doi.org/10.3390/rs15030636
container_title Remote Sensing
container_volume 15
container_issue 3
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