Variation and Correlation Analysis of Lakewater Storage and Terrestrial Water Storage Anomaly in Poyang Lake

LI Xiao-ying, TONG Ze-chun, WANG Bi-lei, LEI Sheng

Journal of Changjiang River Scientific Research Institute ›› 2023, Vol. 40 ›› Issue (5) : 38-43.

PDF(6418 KB)
PDF(6418 KB)
Journal of Changjiang River Scientific Research Institute ›› 2023, Vol. 40 ›› Issue (5) : 38-43. DOI: 10.11988/ckyyb.20220914
Water Resources

Variation and Correlation Analysis of Lakewater Storage and Terrestrial Water Storage Anomaly in Poyang Lake

  • LI Xiao-ying1, TONG Ze-chun1, WANG Bi-lei1, LEI Sheng2
Author information +
History +

Abstract

Due to human activities and climate change, the hydrological regime of Poyang Lake has undergone significant changes. Understanding the variation in its water storage is of great significance for the comprehensive utilization of water resources in the basin. In this study, we used the Google Earth Engine (GEE) platform to analyze the long-term monthly trends of lake area changes from 2003 to 2020 and combined them with measured water levels to estimate the variation in water storage of Poyang Lake. We also calculated the variation in terrestrial water storage in the lake area using the GRACE Mascon product data and analyzed the relationship between the variation in lake water storage and terrestrial water storage. The results showed that the long-term trends in the extracted lake area based on the GEE platform and the variation in terrestrial water storage retrieved from GRACE data were consistent with the measured water level changes at the Xingzi station. Remote sensing images indicated that the water body area in the southern part of the lake changed slightly, and the area with perennial water expanded. The GRACE data also manifested that the average terrestrial water storage in the south part was slightly higher than that in the north. The consistency between the abrupt change points in the variation of terrestrial water storage and the water level at Xingzi station was confirmed by a change point analysis. Wavelet analysis revealed a significant correlation between the variation in lake water storage calculated using the volume method and the variation in terrestrial water storage. Moreover, the variation in lake water storage had a significant impact on the variation in terrestrial water storage of Poyang Lake.

Key words

terrestrial water storage / lake water storage / GRACE / GEE / wavelet analysis / Poyang Lake

Cite this article

Download Citations
LI Xiao-ying, TONG Ze-chun, WANG Bi-lei, LEI Sheng. Variation and Correlation Analysis of Lakewater Storage and Terrestrial Water Storage Anomaly in Poyang Lake[J]. Journal of Changjiang River Scientific Research Institute. 2023, 40(5): 38-43 https://doi.org/10.11988/ckyyb.20220914

References

[1] 郭振天, 黄 峰, 郭利丹, 等. 鄱阳湖水文情势演变原因及对策[J]. 长江科学院院报, 2021, 38(6): 27-31.
[2] 雷 声. 2020年鄱阳湖洪水回顾与思考[J]. 水资源保护, 2021, 37(6): 7-12.
[3] 吴常雪, 田碧青, 高 鹏, 等. 近40年鄱阳湖枯水期水体面积变化特征及驱动因素分析[J]. 水土保持学报, 2021, 35(3): 177-184, 189.
[4] 田碧青, 吴常雪, 穆兴民, 等. 长时间序列下鄱阳湖汛期水体面积变化特征及驱动因素分析[J]. 水土保持研究, 2021, 28(4): 212-217.
[5] 雷 声, 张秀平, 许新发. 基于遥感技术的鄱阳湖水体面积及容积动态监测与分析[J]. 水利水电技术, 2010, 41(11): 83-86, 90.
[6] 张 文, 崔长露, 李林宜, 等. 基于长时间序列遥感数据的鄱阳湖水面面积监测分析[J]. 水文, 2019, 39(3): 29-35, 21.
[7] TOBÓN-MARÍN A,CAÑÓN BARRIGA J.Analysis of Changes in Rivers Planforms Using Google Earth Engine[J]. International Journal of Remote Sensing, 2020, 41(22): 8654-8681.
[8] GORELICK N, HANCHER M, DIXON M, et al. Google Earth Engine: Planetary-Scale Geospatial Analysis for everyone[J]. Remote Sensing of Environment, 2017, 202: 18-27.
[9] 王诗蕾, 罗 晋, 陈泽强. 基于Google Earth Engine的湖泊水位与水体面积关系研究[J]. 计算机系统应用, 2021, 30(6): 238-245.
[10] 姬梦飞, 汤 军, 高贤君, 等. 基于Google Earth Engine的鄱阳湖面积时空变化及驱动因素分析[J]. 水文, 2021, 41(6): 40-47.
[11] SAVE H, BETTADPUR S, TAPLEY B D. High-Resolution CSR GRACE RL05 Mascons[J]. Journal of Geophysical Research: Solid Earth, 2016, 121(10): 7547-7569.
[12] 张 岚, 孙文科. 重力卫星GRACE Mascon产品的应用研究进展与展望[J]. 地球与行星物理论评, 2022, 53(1): 35-52.
[13] ZHANG L, YI S,WANG Q Y,et al. Evaluation of GRACE Mascon Solutions for Small Spatial Scales and Localized Mass Sources[J]. Geophysical Journal International,2019,218(2):1307-1321.
[14] XU Y, LI J, WANG J, et al. Assessing Water Storage Changes of Lake Poyang from Multi-mission Satellite Data and Hydrological Models[J]. Journal of Hydrology, 2020, 590: 125229.
[15] 李晓英, 蔡晨凯, 叶根苗, 等. 基于GRACE和GLDAS的长江下游陆地水储量变化预测[J]. 天津大学学报(自然科学与工程技术版), 2017, 50(7): 732-738.
[16] 韩昊宇, 丁文峰, 许文涛,等. 基于GRACE卫星数据的汉江流域旱情反演及影响因素定量分析[J]. 长江科学院院报, 2021, 38(11): 44-51.
[17] 熊景华, 王兆礼. 基于GRACE重力卫星的珠江流域陆地水储量时空变化研究[J]. 水文, 2021, 41(6): 33-39.
[18] 周志博, 刘 杰, 杨 超, 等. GRACE重力卫星探究我国华北地区陆地水储量变化[J]. 南水北调与水利科技(中英文), 2020, 18(5): 66-73.
[19] ZHANG C,LÜ A,JIA S,et al. Longterm Multisource Satellite Data Fusion Reveals Dynamic Expansion of Lake Water Area and Storage in a Hyperarid Basin of China[J]. Journal of Hydrology, 2022, 610: 127888.
[20] DONG N, WEI J, YANG M, et al. Model Estimates of China's Terrestrial Water Storage Variation Due to Reservoir Operation[J].Water Resources Research, 2022, Doi: 10.1029/2021WR031787.
[21] PEKEL J-F, COTTAM A, GORELICK N, et al. High-Resolution Mapping of Global Surface Water and Its Long-Term Changes[J]. Nature, 2016, 540(7633): 418-422.
[22] ZHONG Y, FENG W, HUMPHREY V, et al. Human-Induced and Climate-Driven Contributions to Water Storage Variations in the Haihe River Basin, China[J].Remote Sensing, 2019, 11(24), Doi: 10.3390/rs11243050.
[23] 徐 蓉, 张增祥, 赵春哲. 湖泊水体遥感提取方法比较研究[J]. 遥感信息, 2015, 30(1): 111-118.
[24] OTSU N. A Threshold Selection Method from Gray-Level Histograms[J]. IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1): 62-66.
[25] 张 媛, 李常斌, 王刘明, 等. 几种河川径流序列突变检验方法的对比[J]. 水利水电技术, 2020, 51(2): 38-47.
[26] 胡 琦, 马雪晴, 胡莉婷, 等. Matlab在气象专业教学中的应用: 气象要素的M-K检验突变分析[J]. 实验室研究与探索, 2019, 38(12): 48-51, 107.
[27] 蔡宜晴, 李文辉, 于泽兴,等. 长江源区降水时空演变规律[J]. 长江科学院院报, 2022, 39(5): 28-35.
[28] GRINSTED A, MOORE J C, JEVREJEVA S. Application of the Cross Wavelet Transform and Wavelet Coherence to Geophysical Time Series[J]. Nonlinear Processes in Geophysics, 2004, 11(40): 561-566.
[29] TORRENCE C, WEBSTER P J. Interdecadal Changes in the ENSO-monsoon System[J]. Journal of Climate, 1999, 12(8): 2679-2690.
[30] 叶许春, 吴 娟, 李相虎. 鄱阳湖水位变化的复合驱动机制[J]. 地理科学, 2022, 42(2): 352-361.
PDF(6418 KB)

Accesses

Citation

Detail

Sections
Recommended

/