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: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2023
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Online Access:https://doi.org/10.3390/rs15030636
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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
collection MDPI Open Access Publishing
container_issue 3
container_start_page 636
container_title Remote Sensing
container_volume 15
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.
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spelling ftmdpi:oai:mdpi.com:/2072-4292/15/3/636/ 2025-01-16T22:13:15+00:00 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 agris 2023-01-21 application/pdf https://doi.org/10.3390/rs15030636 EN eng Multidisciplinary Digital Publishing Institute Environmental Remote Sensing https://dx.doi.org/10.3390/rs15030636 https://creativecommons.org/licenses/by/4.0/ Remote Sensing; Volume 15; Issue 3; Pages: 636 light-absorbing particles (LAPs) remote sensing snow albedo radiative forcing Text 2023 ftmdpi https://doi.org/10.3390/rs15030636 2023-08-01T08:25:08Z 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. Text Greenland MDPI Open Access Publishing Greenland Remote Sensing 15 3 636
spellingShingle light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
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
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_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_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_sort spatio-temporal variability in the radiative forcing of light-absorbing particles in snow of 2003–2018 over the northern hemisphere from modis
topic light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
topic_facet light-absorbing particles (LAPs)
remote sensing
snow albedo
radiative forcing
url https://doi.org/10.3390/rs15030636