Pyrenees;
snow;
trends;
weather types;
CLIMATE-CHANGE;
SPANISH PYRENEES;
FRENCH ALPS;
CURRENT STATE;
VARIABILITY;
WINTER;
PRECIPITATION;
REANALYSIS;
ACCUMULATION;
TEMPERATURE;
D O I:
10.1002/joc.6571
中图分类号:
P4 [大气科学(气象学)];
学科分类号:
0706 ;
070601 ;
摘要:
This study investigated the temporal variability and changes in snow cover duration and the average snow depth from December to April in the Pyrenees at 1,500 and 2,100 m a.s.l. for the period 1958-2017. This is the first such analysis for the entire mountain range using SAFRAN-Crocus simulations run for this specific purpose. The SAFRAN-Crocus simulations were evaluated for the period 1980-2016 using 28 in situ snow depth data time series, and for the period 2000-2017 using MODIS observations of the snow cover duration. Following confirmation that the simulated snow series satisfactorily reproduced the observed evolution of the snowpack, the Mann-Kendall test showed that snow cover duration and average depth decreased during the full study period, but this was only statistically significant at 2,100 m a.s.l. The temporal evolution in the snow series indicated marked differences among massifs, elevations, and snow variables. In general, the most western massifs of the French Pyrenees underwent a greater decrease in the snowpack, while in some eastern massifs the snowpack did not decrease, and in some cases increased at 1,500 m a.s.l. The results suggest that the trends were consistent over time, as they were little affected by the start and end year of the study period, except if trends are computed only starting after 1980, when no significant trends were apparent. Most of the observed negative trends were not correlated with changes in the atmospheric circulation patterns during the snow season. This suggests that the continuous warming in the Pyrenees since the beginning of the industrial period, and particularly the sharp increase since 1955, is a major driver explaining the snow cover decline in the Pyrenees.
机构:
Snow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, IndiaSnow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, India
Singh, Dan
Juyal, Vikas
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机构:
Snow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, IndiaSnow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, India
Juyal, Vikas
Sharma, Vikas
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机构:
Snow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, IndiaSnow & Avalanche Study Estab, Ctr Res & Dev, Sect 37 A, Chandigarh 160036, India
机构:
Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
GuangDong Univ Finance, Guangzhou 510521, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Liao, Wenhui
Wang, Xuemei
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Wang, Xuemei
Fan, Qi
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Fan, Qi
Zhou, Shengzhen
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Zhou, Shengzhen
Chang, Ming
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Chang, Ming
Wang, Zhimin
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Wang, Zhimin
Wang, Yu
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Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
Wang, Yu
Tu, Qiulan
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机构:
Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
机构:
Institute of Earth Surface Dynamics, Faculty of Geosciences and Environment, University of Lausanne, Lausanne, SwitzerlandInstitute of Earth Surface Dynamics, Faculty of Geosciences and Environment, University of Lausanne, Lausanne, Switzerland
Zakeri, Fatemeh
Mariethoz, Gregoire
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机构:
Institute of Earth Surface Dynamics, Faculty of Geosciences and Environment, University of Lausanne, Lausanne, SwitzerlandInstitute of Earth Surface Dynamics, Faculty of Geosciences and Environment, University of Lausanne, Lausanne, Switzerland
机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Hebei Univ, Coll Life Sci, Baoding, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Wang, Jing
Liu, Weixing
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Liu, Weixing
Li, Ping
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Li, Ping
Jia, Zhou
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Jia, Zhou
Deng, Meifeng
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Deng, Meifeng
Yang, Sen
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Yang, Sen
Liu, Lingli
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机构:
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing, Peoples R China