Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data

As global temperatures rise, the Greenland ice sheet (GrIS) is undergoing accelerating mass loss, with significant implications for sea level rise and climate systems. Using GRACE and GRACE Follow-On (GRACE-FO) RL06 data from April 2002 to May 2023, alongside MARv3.14 regional climate model outputs...

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Published in:Land
Main Authors: Kaifeng Ma, Jing Han, Zhen Li, Junzhen Meng, Qingfeng Hu, Peipei He, Changxu Yao
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2025
Subjects:
Online Access:https://doi.org/10.3390/land14040705
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author Kaifeng Ma
Jing Han
Zhen Li
Junzhen Meng
Qingfeng Hu
Peipei He
Changxu Yao
author_facet Kaifeng Ma
Jing Han
Zhen Li
Junzhen Meng
Qingfeng Hu
Peipei He
Changxu Yao
author_sort Kaifeng Ma
collection MDPI Open Access Publishing
container_issue 4
container_start_page 705
container_title Land
container_volume 14
description As global temperatures rise, the Greenland ice sheet (GrIS) is undergoing accelerating mass loss, with significant implications for sea level rise and climate systems. Using GRACE and GRACE Follow-On (GRACE-FO) RL06 data from April 2002 to May 2023, alongside MARv3.14 regional climate model outputs (ice melting, runoff, rainfall, snowfall, and land surface temperature (LST)), we investigated the drivers of GrIS mass changes. Continuous wavelet transform analysis revealed significant annual signals in all variables except snowfall, with wavelet decomposition showing the largest annual amplitudes for ice melting (58.8 Gt/month) and runoff (44.5 Gt/month), surpassing those of GRACE/GRACE-FO (31.1 Gt/month). Cross-correlation analysis identified ice melting, runoff, rainfall, snowfall, and LST as significantly correlated with GrIS mass changes, with ice melting, runoff, and LST emerging as primary drivers, while snowfall and runoff exerted secondary influences. Temporal lags of 3, 4, 4, 7, and 4 months were observed for ice melting, runoff, rainfall, snowfall, and LST, respectively. These findings highlight the complex interplay of climatic and hydrological processes driving GrIS mass loss.
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spelling ftmdpi:oai:mdpi.com:/2073-445X/14/4/705/ 2025-04-27T14:29:54+00:00 Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data Kaifeng Ma Jing Han Zhen Li Junzhen Meng Qingfeng Hu Peipei He Changxu Yao agris 2025-03-26 application/pdf https://doi.org/10.3390/land14040705 eng eng Multidisciplinary Digital Publishing Institute Land Systems and Global Change https://dx.doi.org/10.3390/land14040705 https://creativecommons.org/licenses/by/4.0/ Land Volume 14 Issue 4 Pages: 705 GrIS GRACE/GRACE-FO mass change driving factors lagging Text 2025 ftmdpi https://doi.org/10.3390/land14040705 2025-03-31T14:26:03Z As global temperatures rise, the Greenland ice sheet (GrIS) is undergoing accelerating mass loss, with significant implications for sea level rise and climate systems. Using GRACE and GRACE Follow-On (GRACE-FO) RL06 data from April 2002 to May 2023, alongside MARv3.14 regional climate model outputs (ice melting, runoff, rainfall, snowfall, and land surface temperature (LST)), we investigated the drivers of GrIS mass changes. Continuous wavelet transform analysis revealed significant annual signals in all variables except snowfall, with wavelet decomposition showing the largest annual amplitudes for ice melting (58.8 Gt/month) and runoff (44.5 Gt/month), surpassing those of GRACE/GRACE-FO (31.1 Gt/month). Cross-correlation analysis identified ice melting, runoff, rainfall, snowfall, and LST as significantly correlated with GrIS mass changes, with ice melting, runoff, and LST emerging as primary drivers, while snowfall and runoff exerted secondary influences. Temporal lags of 3, 4, 4, 7, and 4 months were observed for ice melting, runoff, rainfall, snowfall, and LST, respectively. These findings highlight the complex interplay of climatic and hydrological processes driving GrIS mass loss. Text Greenland Ice Sheet MDPI Open Access Publishing Greenland Land 14 4 705
spellingShingle GrIS
GRACE/GRACE-FO
mass change
driving factors
lagging
Kaifeng Ma
Jing Han
Zhen Li
Junzhen Meng
Qingfeng Hu
Peipei He
Changxu Yao
Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title_full Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title_fullStr Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title_full_unstemmed Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title_short Study on Annual Signals of Greenland Ice Sheet Mass and Associated Influencing Factors Based on GRACE/GRACE-FO Data
title_sort study on annual signals of greenland ice sheet mass and associated influencing factors based on grace/grace-fo data
topic GrIS
GRACE/GRACE-FO
mass change
driving factors
lagging
topic_facet GrIS
GRACE/GRACE-FO
mass change
driving factors
lagging
url https://doi.org/10.3390/land14040705