浏览全部资源
扫码关注微信
网络出版日期： 2022-08-12 ，
扫 描 看 全 文
刘易，江利明，张志敏，李超.XXXX.高亚洲冰川消融季遥感反照率与年际物质平衡相关性评估及分析.遥感学报，XX（XX）： 1-17
LIU Yi，JIANG Liming，ZHANG Zhimin，LI Chao. XXXX. Assessment and analysis of correlation between remote sensing albedo in ablation season and annual mass balance for glaciers in High Mountain Asia. National Remote Sensing Bulletin， XX（XX）：1-17
冰川消融季反照率是表征冰川年际物质平衡变化的重要参数之一。高海拔亚洲地区（以下简称高亚洲）冰川类型多样且变化机制复杂，冰面反照率对不同类型冰川的年际物质平衡的表征能力及其区域特征还有待进一步认识。本文基于2000-2019年MODIS冰雪反照率产品和物质平衡时间序列观测数据，分析了高亚洲23条冰川4种消融季反照率参数的变化特征，评估了不同反照率参数与年际物质平衡的相关性，并探讨了反照率变化对不同地区和不同类型冰川的年际物质平衡的影响。结果表明：近20年内，除喜马拉雅西段和祁连山地区的冰川外，其他冰川的反照率均呈下降趋势，消融季最小反照率波动大于平均反照率，后者在相同冰川子区内的年际变化和长期趋势较为一致；共计13条冰川的反照率与年际物质平衡呈现显著线性正相关关系（P<0.05），4种反照率参数中8天合成产品的平均反照率相关性最优；两者线性关系在不同冰川子区和冰川类型中均无明显的区域性分布规律。本文研究可为加深认识冰雪反照率对高亚洲冰川物质平衡的影响规律提供有益参考。
Ablation season albedo is one of the important parameters to characterize the variation of annual glacier mass balance. The types of glaciers in High Mountain Asia are diverse and glacier change mechanism is complex. The ability of glacier surface albedo to characterize the annual mass balance in different types of glaciers
and its regional characteristics need to be further understood. Based on the MODIS ice/snow albedo and mass balance time series from 2000 to 2019
this paper analyzes the variation characteristics of four ablation season albedo parameters of 23 glaciers in the High Mountain Asia
evaluates the correlation between different albedo parameters and annual mass balance
and discusses the impact of albedo change on the annual glacier mass balance in different regions and different types. The results show that in recent 20 years
except for the glaciers in the western Himalayas and Qilian Mountains
the albedo of other glaciers shows a decreased trend
the fluctuation of the minimum albedo in ablation season is more drastic than the averaged albedo
the interannual variation and the long-term trend of albedo are consistent in the same sub-regions; The albedo of 13 glaciers has a significant linear positive correlation with the annual mass balance (P < 0.05). Among the four albedo parameters
the correlation of averaged albedo derived by 8-day composite product is the best; The linear relationship between albedo and mass balance has no obvious regional distribution law in different glaciated sub-regions and types. This study can provide a useful reference for deepening the understanding of the influence of ice and snow albedo on glacier mass balance in the High Mountain Asia.
冰川反照率冰川物质平衡MODIS冰雪反照率高亚洲
glacier albedoglacier mass balanceMODIS ice/snow albedoHigh Mountain Asian
Bhattacharya A, Bolch T, Mukherjee K, King O, Menounos B, Kapitsa V, Neckel N, Yang W and Yao T. 2021. High Mountain Asian glacier response to climate revealed by multi-temporal satellite observations since the 1960s. Nature Communication, 12(1): 4133 [DOI: 10.1038/s41467-021-24180-yhttp://dx.doi.org/10.1038/s41467-021-24180-y]
Brun F, Dumont M, Wagnon P, Berthier E, Azam M F, Shea J M, Sirguey P, Rabatel A and Ramanathan A. 2015. Seasonal changes in surface albedo of Himalayan glaciers from MODIS data and links with the annual mass balance. The Cryosphere, 9(1): 341-355 [DOI: 10.5194/tc-9-341-2015http://dx.doi.org/10.5194/tc-9-341-2015]
Casey K A, Polashenski C M, Chen J and Tedesco M. 2017. Impact of MODIS sensor calibration updates on Greenland Ice Sheet surface reflectance and albedo trends. The Cryosphere, 11(4): 1781-1795 [DOI: 10.5194/tc-11-1781-2017http://dx.doi.org/10.5194/tc-11-1781-2017]
Chen J, Qin X, Kang S, Du W, Sun W and Liu Y. 2018. Effects of clouds on surface melting of Laohugou glacier No. 12, western Qilian Mountains, China. Journal of Glaciology, 64(243): 89-99 [DOI: 10.1017/jog.2017.82http://dx.doi.org/10.1017/jog.2017.82]
Chen J, Qin X, Kang S, Du W, Sun W and Liu Y. 2019. Potential Effect of Black Carbon on Glacier Mass Balance during the Past 55 Years of Laohugou Glacier No. 12, Western Qilian Mountains. Journal of Earth Science, 31(2): 410-418 [DOI: 10.1007/s12583-019-1238-5http://dx.doi.org/10.1007/s12583-019-1238-5]
Davaze L, Rabatel A, Arnaud Y, Sirguey P, Six D, Letreguilly A and Dumont M. 2018. Monitoring glacier albedo as a proxy to derive summer and annual surface mass balances from optical remote-sensing data. The Cryosphere, 12(1): 271-286 [DOI: 10.5194/tc-12-271-2018http://dx.doi.org/10.5194/tc-12-271-2018]
Dehecq A, Gourmelen N, Gardner A S, Brun F, Goldberg D, Nienow P W, Berthier E, Vincent C, Wagnon P and Trouvé E. 2018. Twenty-first century glacier slowdown driven by mass loss in High Mountain Asia. Nature Geoscience, 12(1): 22-27 [DOI: 10.1038/s41561-018-0271-9http://dx.doi.org/10.1038/s41561-018-0271-9]
Dowson A J, Sirguey P and Cullen N J. 2020. Variability in glacier albedo and links to annual mass balance for the gardens of Eden and Allah, Southern Alps, New Zealand. The Cryosphere, 14(10): 3425-3448 [DOI: 10.5194/tc-14-3425-2020http://dx.doi.org/10.5194/tc-14-3425-2020]
Dumont M, Gardelle J, Sirguey P, Guillot A, Six D, Rabatel A and Arnaud Y. 2012. Linking glacier annual mass balance and glacier albedo retrieved from MODIS data. The Cryosphere, 6(6): 1527-1539 [DOI: 10.5194/tc-6-1527-2012http://dx.doi.org/10.5194/tc-6-1527-2012]
Dyurgerov M, Meier M F and Bahr D B. 2009. A new ind-ex of glacier area change: a tool for glacier monitoring. Journal of Glaciology, 55(192): 710-716 [DOI：10.3189/002214309789471030http://dx.doi.org/10.3189/002214309789471030]
Fu D J, Xiao H, Su F Z, Zhou C H, Dong J W, Zeng Y L, Yan K, Li S W, Wu J, Wu W Z and Yan F Q. Remote sensing cloud computing platform development and Earth science application. 2021, National Remote Sensing Bulletin, 25(1): 220-230
付东杰, 肖寒, 苏奋振, 周成虎, 董金玮, 曾也鲁, 闫凯, 李世卫, 吴进, 吴文周, 颜凤芹. 2021. 遥感云计算平台发展及地球科学应用. 遥感学报, 25(1): 220-230 [DOI: 10.11834/jrs.20210447http://dx.doi.org/10.11834/jrs.20210447]
Gardner A S, Moholdt G, Cogley J G, Wouters B, Arendt A A, Wahr J, Berthier E, Hock R, Pfeffer W T and Kaser G. 2013. A Reconciled Estimate of Glacier Contributions to Sea Level Rise: 2003 to 2009. Science, 340(6134): 852-857 [DOI: 10.1126/science.1234532http://dx.doi.org/10.1126/science.1234532]
Greuell W and Oerlemans J. 2005. Assessment of the surface mass balance along the ktransect greenland ice sheet from satellite derived albedos. Annals of Glaciology, 42: 107-117 [DOI: 10.3189/172756405781812682http://dx.doi.org/10.3189/172756405781812682]
Hock R. 2003. Temperature Index Melt Modelling in Mountain Areas. Journal of Hydrology, 282(1): 104-115 [DOI: 10.1016/S0022-1694(03)00257-9http://dx.doi.org/10.1016/S0022-1694(03)00257-9]
Hugonnet R, McNabb R, Berthier E, Menounos B, Nuth C, Girod L, Farinotti D, Huss M, Dussaillant I, Brun F and Kääb A. 2021. Accelerated global glacier mass loss in the early twenty-first century. Nature, 592(7856): 726-731 [DOI: 10.1038/s41586-021-03436-zhttp://dx.doi.org/10.1038/s41586-021-03436-z]
Jacob T, Wahr J, Pfeffer W T and Swenson S. 2012. Recent contributions of glaciers and ice caps to sea level rise. Nature, 482(7386): 514-518 [DOI: 10.1038/nature10847http://dx.doi.org/10.1038/nature10847]
Klein A G and Stroeve J. 2002. Development and validation of a snow albedo algorithm for the MODIS instrument. Annals of Glaciology, 34: 45-52 [DOI: 10.3189/172756402781817662http://dx.doi.org/10.3189/172756402781817662]
Kraaijenbrink P D A, Stigter E E, Yao T and Immerzeel W W. 2021. Climate change decisive for Asia’s snow me-ltwater supply. Nature Climate Change, 11(7): 591-597 [DOI: 10.1038/s41558-021-01074-xhttp://dx.doi.org/10.1038/s41558-021-01074-x].
Li X, Che T and Li X W. 2020. Remote Sensing of Cryosphere. Beijing: Science Press: 43-44
李新, 车涛, 李新武. 2020. 冰冻圈遥感学. 北京: 科学出版社: 43-44
Lin X W, Wen J G, Wu S B, Hao D L, Xiao Q and Liu Q H. 2020. Advances in topographic correction methods for optical remote sensing imageries. National Remote Sensing Bulletin, 24(8): 958-974
林兴稳, 闻建光, 吴胜标, 郝大磊, 肖青, 柳钦火. 2020. 地表反射率地形校正物理模型与效果评价方法研究进展. 遥感学报, 24(8): 958-974 [DOI: 10.11834/jrs.20209167http://dx.doi.org/10.11834/jrs.20209167]
Liu Y. 2018. Dataset of mass balance on the Laohugou Gl-acier No. 12, western Qilian Mountains (2014-2018). N-ational Tibetan Plateau Data Center
刘宇硕. 2018. 祁连山老虎沟12号冰川物质平衡数据(2014-2018）. 国家青藏高原科学数据中心 [DOI: 10.11888/Glacio.tpdc.270006http://dx.doi.org/10.11888/Glacio.tpdc.270006]
Mao R J, Wu H B, He J Q, Guo Z M, Wu Y W and Wu X J. Spatiotemporal Variation of Albedo of Muztagh Glacier in the Kunlun Mountains and Its Relation to Dust. Journal of Glaciology and Geocryology 2013, 35(5): 1133-1142
毛瑞娟, 吴红波, 贺建桥, 郭忠明, 吴玉伟, 吴雪娇. 2013. 昆仑山木孜塔格冰川反照率变化特征及其与粉尘的关系. 冰川冻土, 35(5): 1133-1142 [DOI: 10.7522/j.issn.1000-0240.2013.0128http://dx.doi.org/10.7522/j.issn.1000-0240.2013.0128]
Matsuo K and Heki K. 2010. Time-variable ice loss in Asian high mountains from satellite gravimetry. Earth & Pl-anetary Science Letters, 290(1-2): 30-36 [DOI: 10.1016/j.epsl.2009.11.053http://dx.doi.org/10.1016/j.epsl.2009.11.053]
Mu J X, Li Z Q, Zhang H and Liang P B. The global glacierized area: current situation and recent change, based on the Randolph Glacier Inventory (RGI 6.0) published in 2017. Journal of Glaciology and Geocryology, 2018, 40(2): 238-248 (牟建新, 李忠勤, 张慧, 梁鹏斌. 2018. 全球冰川面积现状及近期变化——基于2017年发布的第6版Randolph冰川编目. 冰川冻土, 40(2): 238-248) [D-OI: 10.7522/j.issn.1000-0240.2018.0028http://dx.doi.org/10.7522/j.issn.1000-0240.2018.0028]
Oerlemans J., Klok E. 2004. Effect of summer snowfall on glacier mass balance. Annals of Glaciology, 38, 97-100 [DOI: 10.3189/172756404781815158http://dx.doi.org/10.3189/172756404781815158]
Pang S J, Ke C Q, Zhou X H, Zhang Q B, Fan Y B and Yu X N. 2021. Glacier Mass Balance Changes in Malan Mountain Based on Synthetic Aperture Radar Interferometry and LIDAR Altimetry. National Remote Sensing Bulletin.
庞书剑, 柯长青, 周兴华, 张其兵, 范宇宾, 喻薛凝. 2021. 基于InSAR与激光雷达测高的马兰冰川物质平衡变化. 遥感学报 [DOI: 10.11834/jrs.20210389http://dx.doi.org/10.11834/jrs.20210389]
Qie Y F. 2020. Spatial and Temporal Variations of Glacier Surface Temperature and Albedo in the Qinghai-Tibetan Plateau during the Past 20 Years using MODIS Data. Xi’an: Northwest University.
郄宇凡. 2020. 基于MODIS数据的近20年青藏高原冰川表面温度与反照率时空变化研究. 西安: 西北大学
Rabatel A, Sirguey P, Drolon V, Maisongrande P, Arnaud Y, Berthier E, Davaze L, Dedieu J-P and Dumont M. 2017. Annual and Seasonal Glacier-Wide Surface Mass Balance Quantified from Changes in Glacier Surface State: A Review on Existing Methods Using Optical Satellite Imagery. Remote Sensing, 9(5) [DOI: 10.3390/rs9050507]
Radić V and Hock R. 2010. Regional and global volumes of glaciers derived from statistical upscaling of glacier inventory data. Journal of Geophysical Research Earth Surface, 115(F1) [DOI: 10.1029/2009jf001373]
Scherler, D, Wulf, H, and Gorelick, N. 2018. Global assessment of supraglacial debris-cover extents. Geophysical Research Letters, 45, 11798–11805 [DOI: 10.1029/2018GL080158http://dx.doi.org/10.1029/2018GL080158]
Shean D E, Bhushan S, Montesano P, Rounce D R, Arendt A and Osmanoglu B. 2020. A Systematic, Regional Assessment of High Mountain Asia Glacier Mass Balance. Frontiers in Earth Science, 7 [DOI: 10.3389/feart.2019.00363http://dx.doi.org/10.3389/feart.2019.00363]
Shi Y F, Huang M H and Ren B H. 1988. An Introduction of glaciers in China. Beijing: Science Press
施雅风, 黄茂桓, 任炳辉. 1988. 中国冰川概论. 北京: 科学出版社
Shi Y F and Liu S Y. 2000. Estimation on the response of glaciers in China to the global. Chinese Science Bulletin, 45(7): 668-672 [DOI: 10.1007/BF02886048http://dx.doi.org/10.1007/BF02886048]
Sirguey P, Mathieu R and Arnaud Y. 2009. Subpixel monitoring of the seasonal snow cover with MODIS at 250 m spatial resolution in the Southern Alps of New Zealand: Methodology and accuracy assessment. Remote Sensing of Environment, 113(1): 160-181 [DOI: 10.1016/j.rse.2008.09.008http://dx.doi.org/10.1016/j.rse.2008.09.008]
Sirguey P, Still H, Cullen N J, Dumont M, Arnaud Y and Conway J P. 2016. Reconstructing the mass balance of Brewster Glacier, New Zealand, using MODIS-derived glacier-wide albedo. The Cryosphere, 10(5): 2465-2484 [DOI: 10.5194/tc-10-2465-2016http://dx.doi.org/10.5194/tc-10-2465-2016]
Spiess M, Maussion F, Möller M, Scherer D and Schneider C. 2015. MODIS derived equilibrium line altitude estimates for Purogangri ice cap, Tibetan Plateau, and their relation to climatic predictors(2001–2012). Geografiska Annaler: Series A, Physical Geography, 97(3), 599-614 [DOI: 10.1111/geoa.12102http://dx.doi.org/10.1111/geoa.12102]
Stamnes K, Tsay S C, Wiscombe W J and Jayaweera K. 1988. Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media. Applied Optics, 27(12): 2502-2509 [DOI: 10.1364/AO.27.002502http://dx.doi.org/10.1364/AO.27.002502]
Su B, Li Z Q, Zhang M J, Guo R, Sun M P, Che Y J and Ying X. 2015. A comparative study on mass balance between the continental glaciers and the temperate glaciers: Taking the typical glaciers in the Tianshan Mountains and the Alps as example. Journal of Glaciology and Geocryology, 37(5): 1131-1140
苏勃, 李忠勤, 张明军, 郭蓉, 孙美平, 车彦军, 应雪. 2015. 大陆型冰川与海洋型冰川物质平衡对比研究——以天山和阿尔卑斯山典型冰川为例. 冰川冻土, 37(5): 1131-1140 [DOI: 10.7522 /j.isnn.1000-0240.2015.0127http://dx.doi.org/10.7522/j.isnn.1000-0240.2015.0127]
Tang Z G, Wang J, Wang X, Peng H H and Liang J. 2017. Spatiotemporal variation of snonw cover in Tianshan Mountains based on MODIS. Remote Sensing Technology and Application, 32(3): 556-563
唐志光, 王建, 王欣, 彭焕华, 梁继. 2017. 近15年天山地区积雪时空变化遥感研究. 遥感技术与应用, 32(3): 556-563 [DOI: 10.11873/j.issn.1004-0323.2017.3.0556http://dx.doi.org/10.11873/j.issn.1004-0323.2017.3.0556]
Vincent C, Ramanathan A, Wagnon P, Dobhal D P, Linda A, Berthier E, Sharma P, Arnaud Y, Azam M F and Jose P G. 2013. Balanced conditions or slight mass gain of glaciers in the Lahaul and Spiti region (northern India, Himalaya) during the nineties preceded recent mass loss. The Cryosphere, 7(2): 569-582 [DOI: 10.5194/tc-7-569-2013http://dx.doi.org/10.5194/tc-7-569-2013]
Wang J, Ye B, Cui Y, Yang G, He X and Sun W. 2011. A-ccuracy assessment of MODIS daily snow albedo produ-ct based on scaling transformation. 2011 International C-onference on Remote Sensing, Environment and Transp-ortation Engineering, Nanjing: 2865-2870 [DOI: 10.1109/RSETE.2011.5964912http://dx.doi.org/10.1109/RSETE.2011.5964912]
Wang J, Ye B, Cui Y, He X and Yang G. 2013. Spatial and temporal variations of albedo on nine glaciers in western China from 2000 to 2011. Hydrological Processes, 28(9): 3454-3465 [DOI: 10.1002/hyp.9883http://dx.doi.org/10.1002/hyp.9883]
Wang N L, Yao T D, Xu B Q, Chen A A and Wang W C. 2019. Spatiotemporal Pattern, Trend, and Influence of Glacier Change in Tibetan Plateau and Surroundings under Global Warming. Bulletin of Chinese Academy of Sciences, 34(11): 1220-1232.
王宁练, 姚檀栋, 徐柏青, 陈安安, 王伟财. 2019. 全球变暖背景下青藏高原及周边地区冰川变化的时空格局与趋势及影响. 中国科学院院刊, 34(11): 1220-1232 [DOI: 10.16418/j.issn.1000-3045.2019.11.005http://dx.doi.org/10.16418/j.issn.1000-3045.2019.11.005]
Wang Q, Yi S and Sun W. 2021. Continuous Estimates of Glacier Mass Balance in High Mountain Asia Based on ICESat-1,2 and GRACE/GRACE Follow-on Data. Geophysical Research Letters, 48(2) [DOI: 10.1002/essoar.10504473.1]
Wang R, Liu S, Shangguan D, Radi V and Zhang Y. 2019. Spatial Heterogeneity in Glacier Mass-Balance Sensitivity across High Mountain Asia. Water, 11(4): 776 [DOI: 10.3390/w11040776http://dx.doi.org/10.3390/w11040776]
Williamson S N, Copland L, Thomson L and Burgess D. 2020. Comparing simple albedo scaling methods for estimating Arctic glacier mass balance. Remote Sensing of Environment, 246 [DOI: 10.1016/j.rse.2020.111858http://dx.doi.org/10.1016/j.rse.2020.111858]
Wu X, Wang N, Lu A, Pu J, Guo Z and Zhang H. 2015. Variations in Albedo on Dongkemadi Glacier in Tanggula Range on the Tibetan Plateau during 2002–2012 and Its Linkage with Mass Balance. Arctic, Antarctic, and ResearchAlpine, 47(2): 281-292 [DOI: 10.1657/aaar00c-13-307http://dx.doi.org/10.1657/aaar00c-13-307]
Xie Z C. 1994. Glacier mass balance research in High Mountain Asia. Chinese Academy of Sciences, 9(3): 245-248
谢自楚. 1994. 高亚洲冰川物质平衡研究. 中国科学院院刊, 9(3): 245-248 [DOI: 10.16418/j .issn.1000-3045.1994.03.012http://dx.doi.org/10.16418/j.issn.1000-3045.1994.03.012]
Xu B, Cao J, Hansen J and Wang N. 2009. Black soot and the survival of Tibetan glaciers. Proceedings of the National Academy of Sciences, 106(52): 22114-22118 [DOI: 10.1073pnas.0910444106http://dx.doi.org/10.1073pnas.0910444106]
Xu T L, Wu G J, and Zhang X L. 2018. Albedo on glaciers in the Tibetan Plateau based on MODIS data: spatiotemporal distribution and variation. Journal of Glaciology and Geocryology, 40(5): 875-883
徐田利, 邬光剑, 张学磊. 2018. 基于MODIS数据的青藏高原冰川反照率时空分布及变化研究. 冰川冻土, 40(5): 875-883 [DOI: 10.7522/j.issn.1000-0240.2018.0094http://dx.doi.org/10.7522/j.issn.1000-0240.2018.0094]
Yao T D, Qin D H, Shen Y P, Zhao L, Wang N L and Lu A. 2013. Cryospheric changes and their impacts on regional water cycle and ecological conditions in the Qinghai-Tibetan Plateau. Chinese Journal of Nature, 35(3): 179-186
姚檀栋, 秦大河, 沈永平, 赵林, 王宁练, 鲁安新. 2013. 青藏高原冰冻圈变化及其对区域水循环和生态条件的影响. 自然杂志, 35(3): 179-186 [DOI: 10.3969/j.issn.0253-9608.2013.03.004http://dx.doi.org/10.3969/j.issn.0253-9608.2013.03.004]
Ye W H, Wang F T, Li Z Q, Zhang H, Xu C H and Huai B J. 2016. Temporal and spatial distributions of the equilibrium line altitudes of the monitoring glaciers in High Mountain Asia. Journal of Glaciology and Geocryology, 38(6): 1459-1469
叶万花, 王飞腾, 李忠勤, 张慧, 徐春海, 怀保娟. 2016. 高亚洲定位监测冰川平衡线高度时空分布特征研究. 冰川冻土, 38(6): 1459-1469 [DOI: 10.7522/j.issn.1000-0240.2016.0171http://dx.doi.org/10.7522/j.issn.1000-0240.2016.0171]
Zhang T G, Gao T G, Diao W Q and Zhang Y L. 2021. Snow/ice albedo variation and its impact on glacier mass balance in the Qilian Mountains. Journal of Glaciology and Geocryology, 43(1): 145-157
张太刚, 高坛光, 刁文钦, 张玉兰. 2021. 祁连山区雪冰反照率变化及其对冰川物质平衡的影响. 冰川冻土, 43(1): 145-157 [DOI: 10. 7522/j. issn. 1000-0240. 2021. 0038http://dx.doi.org/10.7522/j.issn.1000-0240.2021.0038]
Zhang Y, Gao T, Kang S, Shangguan D and Luo X. 2021. Albedo reduction as an important driver for glacier melting in Tibetan Plateau and its surrounding areas. Earth-Science Reviews, 220 [DOI: 10.1016/j.earscirev.2021.103735http://dx.doi.org/10.1016/j.earscirev.2021.103735]
Zhang Z, Jiang L, Liu L, Sun Y and Wang H. 2018. Annual Glacier-Wide Mass Balance (2000–2016) of the Interior Tibetan Plateau Reconstructed from MODIS Albedo Products. Remote Sensing, 10(7) [DOI: 10.3390/rs10071031]
相关文章
相关作者
相关机构
京公网安备11010802024621