Assessing spatio-temporal characteristics of water storage changes in the mountainous areas of Central Asia based on GRACE

Chinese Geographical Science - Tập 27 - Trang 918-933 - 2017
Pengfei Zhang1,2, Xi Chen1, Anming Bao1, Tie Liu1, Felix Ndayisaba1,2
1Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Ürümqi, China
2University of Chinese Academy of Sciences, Beijing, China

Tóm tắt

The mountainous areas of Central Asia provide substantial water resources, and studying change in water storage and the impacts of precipitation and snow cover in the mountain ranges of Central Asia is of the greatest importance for understanding regional water shortages and the main factors. Data from the GRACE (Gravity Recovery and Climate Experiment) satellites, precipitation products and snow-covered area data were used to analyze the spatio-temporal characteristics of water storage changes and the effects of precipitation and snow cover from April 2002 to December 2013. The results were computed for each mountain ranges, and the following conclusions were drawn. The water storage in the mountainous areas of Central Asia as a whole increases in summer and winter, whereas it decreases in autumn. The water storage is affected by precipitation to some extent and some areas exhibit hysteresis. The area of positive water storage changes moves from west to east over the course of the year. The water storage declined during the period 2002–2004. It then returned to a higher level in 2005–2006 and featured lower levels in 2007–2009 Subsequently, the water storage increased gradually from 2010 to 2013. The Eastern Tianshan Mountains and Western Tianshan Mountain subzones examined in this study display similar tendencies, and the trends observed in the Karakorum Mountains and the Kunlun Mountains are also similar. However, the Eastern Tianshan Mountains and Western Tianshan Mountains were influenced by precipitation to a greater degree than the latter two ranges. The water storage in Qilian Mountains showed a pronounced increasing trend, and this range is the most strongly affected by precipitation. Based on an analysis of all investigated subzones, precipitation has the greatest influence on total water storage relative to the snow covered area in some areas of Central Asia. The results obtained from this study will be of value for scientists studying the mechanisms that influence changes in water storage in Central Asia.

Tài liệu tham khảo

Andersen O B, Hinderer J, 2005. Global inter-annual gravity changes from grace: early results. Geophysical Research Letters, 32(1): L01402. doi: 10.1029/2004GL020948 Baker R H A, Sansford C E, Jarvis C H et al., 2000. The role of climatic mapping in predicting the potential geographical distribution of non-indigenous pests under current and future climates. Agriculture, Ecosystems & Environment, 82(1–3): 57–71. doi: 10.1016/S0167-8809(00)00216-4 Crowley J W, Mitrovica J X, Bailey R C et al., 2008. Annual variations in water storage and precipitation in the Amazon Basin. Journal of Geodesy, 82(1): 9–13. doi: 10.1007/s00190-007-0153-1 Chen J L, Wilson C R, Seo K W, 2006. Spatial sensitivity of the gravity recovery and climate experiment (GRACE) time-variable gravity observations. Journal of Geophysical Research, 111(B6): B08408. doi: 10.1029/2005JB004064 Güntner A, 2008. Improvement of global hydrological models using GRACE data. Surveys in Geophysics, 29(4–5): 375–397. doi: 10.1007/s10712-008-9038-y Hu X G, Chen J L, Zhou Y H et al., 2006. Seasonal water storage change of the Yangtze River basin detected by GRACE. Science in China Series D, 49(5): 483–491. doi: 10.1007/s11430-006-0483-5 Lemoine J M, Bruinsma S, Loyer S, et al., 2007. Temporal gravity field models inferred from GRACE data. Advances in Space Research, 39(10): 1620–1629. doi: 10.1016/j.asr.2007.03.062 Nastula J, Salstein D A, Popiński W, 2015. Hydrological excitations of polar motion from GRACE gravity field solutions. In: Rizos C, Willis P. IAG 150 Years. International Association of Geodesy Symposia. Cham: Springer, 513–519. doi: 10.1007/1345_2015_85 Rodell M, Famiglietti J S, 2001. An analysis of terrestrial water storage variations in Illinois with implications for the Gravity Recovery and Climate Experiment (GRACE). Water Resources Research, 37(5): 1327–1339. doi: 10.1029/2000WR900306 Rodell M, Houser P R, Jambor U et al., 2004. The global land data assimilation system. Bulletin of the American Meteorological Society, 85(3): 381–394. doi: 10.1175/BAMS-85-3-381 Rodell M, Velicogna I, Famiglietti J S, 2009. Satellite-based estimates of groundwater depletion in India. Nature, 460(7258): 999–1002. doi: 10.1038/nature08238 Seyoum W M, Milewski A M, 2016. Monitoring and comparison of terrestrial water storage changes in the northern high plains using GRACE and in-situ based integrated hydrologic model estimates. Advances in Water Resources, 94: 31–44. doi: 10.1016/j.advwatres.2016.04.014 Seyoum W M, Milewski A M, 2016. Monitoring and comparison of terrestrial water storage changes in the northern high plains using GRACE and in-situ based integrated hydrologic model estimates. Advances in Water Resources, 94: 31–44. doi: 10.1016/j.advwatres.2016.04.014 Shi Yafeng, Shen Yongping, Hu Ruji, 2002. Preliminary study on signal, impact and foreground of climatic shift from warm-dry to warm-humid in northwest China. Journal of Glaciolgy and Geocryology, 24(3): 219–226. doi: 10.3969/j.issn.1000-0240.2002.03.001 (in Chinese) Sun Guiyan, Guo Lingpeng, Chang Cun et al., 2006. Contrast and analysis of water storage changes in the north slopes and south slopes of the central Tianshan Mountains in Xinjiang. Arid Land Geography, 39(2): 254–264. doi: 10.13826/j.cnki.cn65-1103/x.2016.02.004 (in Chinese) Sun Qian, Tashpolat T, Ding Jianli et al., 2014. GRACE data-based estimation of spatial variations in water storage over the central Asia during 2003-2013. Acta Astronomica Sinica, 55(6): 498–511. (in Chinese) Swenson S, Wahr J, 2002. Methods for inferring regional surface- mass anomalies from Gravity Recovery and Climate Experiment (GRACE) measurements of time-variable gravity. Journal of Geophysical Research, 107(B9): 2193. doi: 10.1029/2001JB000576 Swenson S, Wahr J, Milly P C D, 2003. Estimated accuracies of regional water storage variations inferred from the Gravity Recovery and Climate Experiment (GRACE). Water Resources Research, 39(8): 1223. doi: 10.1029/2002WR001808 Tangdamrongsub N, Hwang C, Kao Y C, 2011. Water storage loss in central and south Asia from GRACE satellite gravity: correlations with climate data. Natural Hazards, 59(2): 749–769. doi: 10.1007/s11069-011-9793-9 Tapley B D, Bettadpur S, Watkins M, et al., 2004. The gravity recovery and climate experiment: Mission overview and early results. Geophysical Research Letters, 31(31): 4 PP. doi: 10.1029/2004GL019779 Wahr J, Molenaar M, Bryan F, 1998. Time variability of the Earth’s gravity field: hydrological and oceanic effects and their possible detection using GRACE. Journal of Geophysical Research, 103(B12): 30205–30229. doi: 10.1029/98JB02844 Wahr J, Swenson S, Zlotnicki V et al., 2004. Time-variable gravity from GRACE: first results. Geophysical Research Letters, 31(11): L11501. doi: 10.1029/2004GL019779 Wang Puyu, Li Zhongqin, Wang Wenbin et al., 2014. Glacier volume calculation from ice-thickness data for mountain glaciers- a case study of glacier No. 4 of Sigong River over Mt. Bogda, Eastern Tianshan, Central Asia. Journal of Earth Science, 25(2): 371–378. doi: 10.1007/s12583-014-0427-5 Xu Min, Ye Baisheng, Zhao Qiudong et al., 2013. Spatiotemporal Change Of Water Reserves in the Tianshan Mountains, Xinjiang Based on GRACE. Arid Zone Research, 30(3): 404–411. doi: 10.13866/j.azr.2013.03.003 (in Chinese) Xu Min, Zhang Shiqiang, Wang Jian et al., 2014. Temporal and spatial patterns of water storage change of Qilian Mountains in recent 8 years based on GRACE. Arid Land Geography, 37(3): 458–467. doi: 10.13826/j.cnki.cn65-1103/x.2014.03.006 (in Chinese) Yamamoto K, Fukuda Y, Nakaegawa T et al., 2007. Landwater variation in four major river basins of the Indochina peninsula as revealed by GRACE. Earth, Planets and Space, 59(4): 193–200. doi: 10.1186/BF03353095 Yu Y T, Yang T B, Li J J et al., 2006. Millennial-scale Holocene climate variability in the NW China drylands and links to the tropical Pacific and the North Atlantic. Palaeogeography, Palaeoclimatology, Palaeoecology, 233(1–2): 149–162. doi: 10.1016/j.palaeo.2005.09.008 Zhang Guanghui, Liu Shaoyu, Zhang Cuiyun et al., 2004. Evolution of groundwater circulation in the Heihe River drainage area. Chinese Geology, 31(3): 289–293. doi: 10.3969/j.issn.1000-3657.2004.03.008 (in Chinese) Zhang Z Z, Chao B F, Chen J L et al., 2015. Terrestrial water storage anomalies of Yangtze River Basin droughts observed by GRACE and connections with ENSO. Global and Planetary Change, 126: 35–45. doi: 10.1016/j.gloplacha.2015.01.002