Response of snowmelt over the Mongolian Plateau to air temperature
Received date: 2025-03-17
Revised date: 2025-05-09
Online published: 2025-07-07
Using MODIS snow product data, this study investigates the spatiotemporal variation characteristics of the snowmelt period over the Mongolian Plateau during the 2003-2022 hydrological years. The movement of the snowmelt line toward higher latitudes and its response to air temperature are tracked and analyzed at 15-day intervals. The results show that: (1) The proportion of snow-covered area to the total area of the Mongolian Plateau during the 2003-2022 hydrological years ranged from 55.59% to 87.61%, with the smallest snow cover in 2018 and the largest in 2009. Additionally, over the past 20 years, the snowmelt start time on the Mongolian Plateau exhibited a significant advancing trend at a rate of 0.18 days per decade (P<0.05), while the stable snow-cover area showed a delaying trend. (2) Spatially, snowmelt occurred significantly later in northern regions of the Mongolian Plateau compared to southern regions. Stable snow-cover areas were primarily concentrated in the western Mongolia and northeastern Inner Mongolia, where snowmelt times were generally later. Approximately 64.9% of these areas showed an advancing trend in snowmelt, while regions with delaying trends were mainly distributed in the northwestern part of the study area. (3) Observational analysis at half-monthly scales from January during the winter season revealed that the movement of the snowmelt line demonstrated successive synchronicity with the -5 ℃ and 0 ℃ isotherms. Correlation coefficients between snowmelt line positions and temperature, except for the year 2018 (with the least snow cover), generally fell within the higher range of 0.72 to 0.98, indicating that temperature is a key factor influencing the position of the snowmelt line.
Key words: snow end day; snow line; isotherm; temperature response; Mongolian Plateau
NIU Jin , LIU Yahong , Bao Gang , YUAN Zhihui , TONG Siqin , Chao buga . Response of snowmelt over the Mongolian Plateau to air temperature[J]. Arid Zone Research, 2025 , 42(7) : 1184 -1195 . DOI: 10.13866/j.azr.2025.07.03
| [1] | Barnett T P, Adam J C, Lettenmaier D P. Potential impacts of a warming climate on water availability in snow-dominated regions[J]. Nature, 2005, 438(7066): 303-309. |
| [2] | Samset B H, Zhou C, Fuglestvedt J S, et al. Steady global surface warming from 1973 to 2022 but increased warming rate after 1990[J]. Communications Earth & Environment, 2023, 4(1): 400. |
| [3] | Lee H, Calvin K, Dasgupta D, et al. IPCC, 2023: Climate Change 2023: Synthesis Report, Summary for Policymakers[R]. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC, Geneva, Switzerland, 2023: 1-34. |
| [4] | Hayhoe K, Wake C P, Huntington T G, et al. Past and future changes in climate and hydrological indicators in the US Northeast[J]. Climate Dynamics, 2007, 28: 381-407. |
| [5] | Choi G, Robinson D A, Kang S. Changing northern hemisphere snow seasons[J]. Journal of Climate, 2010, 23(19): 5305-5310. |
| [6] | Notaro M, Lorenz D, Hoving C, et al. Twenty-first-century projections of snowfall and winter severity across central-eastern North America[J]. Journal of Climate, 2014, 27(17): 6526-6550. |
| [7] | Berghuijs W R, Woods R A, Hrachowitz M. A precipitation shift from snow towards rain leads to a decrease in streamflow[J]. Nature Climate Change, 2014, 4(7): 583-586. |
| [8] | Niittynen P, Heikkinen R K, Luoto M. Snow cover is a neglected driver of Arctic biodiversity loss[J]. Nature Climate Change, 2018, 8(11): 997-1001. |
| [9] | Dye D G. Variability and trends in the annual snow-cover cycle in Northern Hemisphere land areas, 1972-2000[J]. Hydrological processes, 2002, 16(15): 3065-3077. |
| [10] | Peng S, Piao S, Ciais P, et al. Change in snow phenology and its potential feedback to temperature in the Northern Hemisphere over the last three decades[J]. Environmental Research Letters, 2013, 8(1): 014008. |
| [11] | Chen X, An S, Inouye D W, et al. Temperature and snowfall trigger alpine vegetation green-up on the world’s roof[J]. Global Change Biology, 2015, 21(10): 3635-3646. |
| [12] | Allchin M I, Déry S J. A spatio-temporal analysis of trends in Northern Hemisphere snow-dominated area and duration, 1971-2014[J]. Annals of Glaciology, 2017, 58(75pt1): 21-35. |
| [13] | Chen X, Liang S, Cao Y, et al. Observed contrast changes in snow cover phenology in northern middle and high latitudes from 2001-2014[J]. Scientific Reports, 2015, 5(1): 16820. |
| [14] | Qin Y, Hong C, Zhao H, et al. Snowmelt risk telecouplings for irrigated agriculture[J]. Nature Climate Change, 2022, 12(11): 1007-1015. |
| [15] | Dai L, Che T. Spatiotemporal variability in snow cover from 1987 to 2011 in northern China[J]. Journal of Applied Remote Sensing, 2014, 8(1): 084693. |
| [16] | 黄坤琳, 吴国周, 徐维新, 等. 呼伦贝尔东部农田区动态融雪过程及其影响因子[J]. 干旱区研究, 2024, 41(9): 1514-1526. |
| [Huang Kunlin, Wu Guozhou, Xu Weixin, et al. Dynamic snowmelt process and its influencing factors in the eastern farmland region of Hulun Buir[J]. Arid Zone Research, 2024, 41(9): 1514-1526.] | |
| [17] | 肖雄新, 张廷军. 基于被动微波遥感的积雪深度和雪水当量反演研究进展[J]. 地球科学进展, 2018, 33(6): 590-605. |
| [Xiao Xiongxin, Zhang Tingjun. Passive microwave remote sensing of snow depth and snow water equivalent: Overview[J]. Advances in Earth Science, 2018, 33(6): 590-605.] | |
| [18] | 张音, 孙从建, 刘庚, 等. 近20 a塔里木河流域山区NDSI对气候变化的响应[J]. 干旱区研究, 2024, 41(10): 1639-1648. |
| [Zhang Yin, Sun Congjian, Liu Geng, et al. Response of NDSI in the Tarim River Basin mountainous areas to climate change over the past 20 years[J]. Arid Zone Research, 2024, 41(10): 1639-1648.] | |
| [19] | 李虹, 李忠勤, 陈普晨, 等. 近20 a新疆阿尔泰山积雪时空变化及其影响因素[J]. 干旱区研究, 2023, 40(7): 1040-1051. |
| [Li Hong, Li Zhongqin, Chen Puchen, et al. Spatio-temporal variation of snow cover in Altai Mountains of Xinjiang in recent 20 years and its influencing factors[J]. Arid Zone Research, 2023, 40(7): 1040-1051.] | |
| [20] | Xiao X, Zhang T, Zhong X, et al. Support vector regression snow-depth retrieval algorithm using passive microwave remote sensing data[J]. Remote Sensing of Environment, 2018, 210: 48-64. |
| [21] | Ma Q, Keyimu M, Li X, et al. Climate and elevation control snow depth and snow phenology on the Tibetan Plateau[J]. Journal of Hydrology, 2023, 617: 128938. |
| [22] | 赵琴, 郝晓华, 和栋材, 等. 1980—2019 年北疆积雪时空变化与气候和植被的关系[J]. 遥感技术与应用, 2021, 36(6): 1247-1258. |
| [Zhao Qin, Hao Xiaohua, He Dongcai, et al. The relationship between the temporal and spatial changes of snow cover and climate and vegetation in Northern Xinjiang from 1980 to 2019[J]. Remote Sensing Technology and Application, 2021, 36(6): 1247-1258.] | |
| [23] | Wei Y, Li X, Gu L, et al. Significant decreasing trends in snow cover and duration in Northeast China during the past 40 years from 1980 to 2020[J]. Journal of Hydrology, 2023, 626: 130318. |
| [24] | 颜伟, 刘景时, 罗光明, 等. 基于 MODIS 数据的 2000—2013 年西昆仑山玉龙喀什河流域积雪面积变化[J]. 地理科学进展, 2014, 33(3): 315-325. |
| [Yan Wei, Liu Jingshi, Luo Guangming, et al. Snow cover area changes in the Yurungkax River Basin of West Kunlun Mountains during 2000-2013 using MODIS data[J]. Progress in Geography, 2014, 33(3): 315-325.] | |
| [25] | 姜康, 包刚, 乌兰图雅, 等. 基于MODIS数据的蒙古高原积雪时空变化研究[J]. 干旱区地理, 2019, 42(4): 782-789. |
| [Jiang Kang, Bao Gang, Wulantuya, et al. Spatiotemporal changes of snow cover in Mongolian Plateau based on MODIS data[J]. Arid Land Geography, 2019, 42(4): 782-789.] | |
| [26] | 刘钟龄. 蒙古高原景观生态区域的分析[J]. 干旱区资源与环境, 1993, 7(Z1): 256-261. |
| [Liu Zhonglin. Analysis of landscape ecological regions of the Mongolian Plateau[J]. Journal of Arid Land Resources and Environment, 1993, 7(Z1): 256-261.] | |
| [27] | 薛浩, 于瑞宏, 张艳霞, 等. 内蒙古典型草原区流域在不同时间尺度下的径流深动态变化——以锡林河流域为例[J]. 中国水土保持科学, 2019, 17(2): 27-36. |
| [Xue Hao, Yu Ruihong, Zhang Yanxia, et al. Temporal variation of runoff depth in the drainage basin of typical grassland area in Inner Mongolia: A case study of Xilin River Basin[J]. Science of Soil and Water Conservation, 2019, 17(2): 27-36.] | |
| [28] | 高彦哲. 2000—2020 年蒙古高原湖泊面积变化分析[D]. 呼和浩特: 内蒙古师范大学, 2023. |
| [Gao Yanzhe. Analysis of Lake Area Changes in the Mongolian Plateau from 2000 to 2020[D]. Hohhot: Inner Mongolia Normal University, 2023.] | |
| [29] | Hall D K, Riggs G A, Salomonson V V, et al. MODIS snow-cover products[J]. Remote Sensing of Environment, 2002, 83(1-2): 181-194. |
| [30] | Wang X, Xie H. New methods for studying the spatiotemporal variation of snow cover based on combination products of MODIS Terra and Aqua[J]. Journal of Hydrology, 2009, 371(1-4): 192-200. |
| [31] | Hall D K, Kelly R E J, Riggs G A, et al. Assessment of the relative accuracy of hemispheric-scale snow-cover maps[J]. Annals of Glaciology, 2002, 34: 24-30. |
| [32] | Chen X, Yang Y, Ma Y, et al. Distribution and attribution of terrestrial snow cover phenology changes over the Northern Hemisphere during 2001-2020[J]. Remote Sensing, 2021, 13(9): 1843. |
| [33] | Harris I, Osborn T J, Jones P, et al. Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset[J]. Scientific Data, 2020, 7(1): 109. |
| [34] | Wipfler E L, Metselaar K, Van Dam J C, et al. Seasonal evaluation of the land surface scheme HTESSEL against remote sensing derived energy fluxes of the Transdanubian region in Hungary[J]. Hydrology and Earth System Sciences, 2011, 15(4): 1257-1271. |
| [35] | Balsamo G, A Beljaars, K Scipal, et al. A revised hydrology for the ECMWF model: Verification from field site to terrestrial water storage and impact in the integrated forecast system[J]. Hydrometeor, 2009, 10: 623-643. |
| [36] | 张港栋. 蒙古高原积雪区植被物候和积雪物候时空差异及其对气温响应[D]. 呼和浩特: 内蒙古师范大学, 2024. |
| [Zhang Gangdong. Spatio-temporal Differences of Vegetation Phenology and Snow Phenology in Snow Cover Area of Mongolian Plateau and Their Responses to Temperature[D]. Hohhot: Inner Mongolia Normal University, 2024.] | |
| [37] | 元志辉. 欧亚草原积雪动态及其对春季物候的影响研究[D]. 呼和浩特: 内蒙古师范大学, 2024. |
| [Yuan Zhihui. Analysis of Snow Dynamics and Their Influence on Spring Phenology in the Eurasian Steppe[D]. Hohhot: Inner Mongolia Normal University, 2024.] | |
| [38] | Kaur R, Kulkarni A V, Chaudhary B S. Using RESOURCESAT-1 data for determination of snow cover and snowline altitude, Baspa Basin, India[J]. Annals of Glaciology, 2010, 51(54): 9-13. |
| [39] | 张廷军, 钟歆玥. 欧亚大陆积雪分布及其类型划分[J]. 冰川冻土, 2014, 36(3): 481-490. |
| [Zhang Tingjun, Zhong Xinyue. Classification and regionalization of the seasonal snow cover across the Eurasian Coninent[J]. Journal of Glaciology and Geocryology, 2014, 36(3): 481-490.] | |
| [40] | 孙慧, 萨楚拉, 孟凡浩, 等. 2000—2020年蒙古高原积雪覆盖率时空变化及其影响因素分析[J]. 赤峰学院学报(自然科学版) 2022, 38(11): 1-6. |
| [Sun Hui, Sa Chula, Meng Fanhao, et al. The spatiotemporal changes in snow cover of the Mongolian Plateau from 2000 to 2020 and analysis of its influencing factors[J]. Journal of Chifeng University (Natural Science Edition), 2022, 38(11): 1-6.] | |
| [41] | 李晨昊, 萨楚拉, 刘桂香, 等. 2000—2017年蒙古高原积雪时空变化及其对气候响应研究[J]. 中国草地学报, 2020, 42(2): 95-104. |
| [Li Chenhao, Sa Chula, Liu Guixiang, et al. Spatiotemporal changes of snow cover and its response to climate changes in the Mongolian Plateau from 2000 to 2017[J]. Chinese Journal of Grassland, 2020, 42(2): 95-104.] | |
| [42] | 赵晓萌, 李栋梁, 陈光宇. 基于GIS的东北及邻近地区积雪深度空间化方法[J]. 干旱区研究, 2012, 29(6): 927-933. |
| [Zhao Xiaomeng, Li Dongliang, Chen Guangyu. GIS-based spatializing method for estimating snow cover depth in Northeast China and its nabes[J]. Arid Zone Research, 2012, 29(6): 927-933.] | |
| [43] | 李培基. 新疆积雪对气候变暖的响应[J]. 气象学报, 2001, 59(4): 491-501. |
| [Li Peiji. Response of Xinjiang snow cover to climate change[J]. Acta Meteorologica Sinica, 2001, 59(4): 491-501.] | |
| [44] | 张人禾, 张若楠, 左志燕. 中国冬季积雪特征及欧亚大陆积雪对中国气候影响[J]. 应用气象学报, 2016, 27(5): 513-526. |
| [Zhang Renhe, Zhang Ruonan, Zuo Zhiyan. An overview of wintertime snow cover characteristics over China and the impact of Eurasian snow cover on Chinese climate[J]. Journal of Applied Meteorogical Science, 2016, 27(5): 513-526.] |
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