Improved Understanding of Groundwater Storage Changes under the Influence of River Basin Governance in Northwestern China Using GRACE Data

Groundwater is crucial for economic development in arid and semiarid areas. The Shiyang River Basin (SRB) has the most prominent water use issues in northwestern China, and overexploited groundwater resources have led to continuous groundwater-level decline. The key governance planning project of the SRB was issued in 2007. This paper synthetically combines remote-sensing data from Gravity Recovery and Climate Experiment (GRACE) data and precipitation, actual evapotranspiration, land use, and in situ groundwater-level data to evaluate groundwater storage variations on a regional scale. Terrestrial water storage anomalies (TWSA) and groundwater storage anomalies (GWSA), in addition to their influencing factors in the SRB since the implementation of the key governance project, are analyzed in order to evaluate the effect of governance. The results show that GRACE-derived GWS variations are consistent with in situ observation data in the basin, with a correlation coefficient of 0.68. The GWS in the SRB had a slow downward trend from 2003 to 2016, and this increased by 0.38 billion m³/year after 2018. As the meteorological data did not change significantly, the changes in water storage are mainly caused by human activities, which are estimated by using the principle of water balance. The decline in GWS in the middle and lower reaches of the SRB has been curbed since 2009 and has gradually rebounded since 2014. GWS decreased by 2.2 mm EWH (equivalent water height) from 2011 to 2016, which was 91% lower than that from 2007 to 2010. The cropland area in the middle and lower reaches of the SRB also stopped increasing after 2011 and gradually decreased after 2014, while the area of natural vegetation gradually increased, indicating that the groundwater level and associated ecology significantly recovered after the implementation of the project.

[1]  L. You,et al.  South-to-North Water Diversion stabilizing Beijing’s groundwater levels , 2020, Nature Communications.

[2]  P. Su,et al.  Ecological effects of desertification control and desertified land reclamation in an oasis–desert ecotone in an arid region: A case study in Hexi Corridor, northwest China , 2007 .

[3]  J. Monteith Evaporation and environment. , 1965, Symposia of the Society for Experimental Biology.

[4]  Daniel Fiifi Tawia Hagan,et al.  Comparisons of remote sensing and reanalysis soil moisture products over the Tibetan Plateau, China , 2018 .

[5]  Maosheng Zhao,et al.  Improvements to a MODIS global terrestrial evapotranspiration algorithm , 2011 .

[6]  Frédéric Frappart,et al.  Time variations of land water storage from an inversion of 2 years of GRACE geoids , 2005 .

[7]  Y. Hong,et al.  Global analysis of spatiotemporal variability in merged total water storage changes using multiple GRACE products and global hydrological models , 2017 .

[8]  Guohe Huang,et al.  Achieving the objective of ecological planning for arid inland river basin under uncertainty based on ecological risk assessment , 2016, Stochastic Environmental Research and Risk Assessment.

[9]  Fumin Wang,et al.  Influences of climatic variability and human activities on terrestrial water storage variations across the Yellow River basin in the recent decade , 2019 .

[10]  Matthew Rodell,et al.  Groundwater Storage Changes: Present Status from GRACE Observations , 2016, Surveys in Geophysics.

[11]  H. Gong,et al.  Long-term groundwater storage changes and land subsidence development in the North China Plain (1971–2015) , 2018, Hydrogeology Journal.

[12]  N. Verhoest,et al.  GLEAM v3: satellite-based land evaporation and root-zone soil moisture , 2016 .

[13]  J. Famiglietti,et al.  Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE , 2007 .

[14]  R. Reedy,et al.  Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data , 2018, Proceedings of the National Academy of Sciences.

[15]  T. Holmes,et al.  Global land-surface evaporation estimated from satellite-based observations , 2010 .

[16]  Jianshi Zhao,et al.  Coupled surface water–groundwater model and its application in the arid Shiyang River basin, China , 2009 .

[17]  S. Kanae,et al.  Global Hydrological Cycles and World Water Resources , 2006, Science.

[18]  C. Ndehedehe,et al.  Characterization of the hydro-geological regime of Yangtze River basin using remotely-sensed and modeled products. , 2020, The Science of the total environment.

[19]  Y. Hong,et al.  Deriving scaling factors using a global hydrological model to restore GRACE total water storage changes for China's Yangtze River Basin , 2015 .

[20]  Guoqing Sun,et al.  Hierarchical mapping of Northern Eurasian land cover using MODIS data , 2011 .

[21]  Zizhan Zhang,et al.  Groundwater Depletion in the West Liaohe River Basin, China and Its Implications Revealed by GRACE and In Situ Measurements , 2018, Remote. Sens..

[22]  Chen Li,et al.  Assessing impact of irrigation water on groundwater recharge and quality in arid environment using CFCs, tritium and stable isotopes, in the Zhangye Basin, Northwest China , 2011 .

[23]  Hu Liu,et al.  Evaluation of groundwater sustainability in the arid Hexi Corridor of Northwestern China, using GRACE, GLDAS and measured groundwater data products. , 2020, The Science of the total environment.

[24]  Xiuping Li,et al.  Evaluation of evapotranspiration estimates for two river basins on the Tibetan Plateau by a water balance method , 2013 .

[25]  J. Jiao,et al.  Evaluation of Groundwater Storage Variations in Northern China Using GRACE Data , 2017 .

[26]  L. James,et al.  Watershed science: Linking hydrological science with sustainable management of river basins , 2021, Science China Earth Sciences.

[27]  Eloise Kendy,et al.  Groundwater depletion: A global problem , 2005 .

[28]  Damien Sulla-Menashe,et al.  MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets , 2010 .

[29]  J. Famiglietti The global groundwater crisis , 2014 .

[30]  Yang Hong,et al.  Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data , 2014 .

[31]  Shuanggen Jin,et al.  Large-scale variations of global groundwater from satellite gravimetry and hydrological models, 2002–2012 , 2013 .

[32]  P. Döll,et al.  Will groundwater ease freshwater stress under climate change? , 2009 .

[33]  Yongshuo H. Fu,et al.  Integrating satellite observations and human water use data to estimate changes in key components of terrestrial water storage in a semi-arid region of North China. , 2019, The Science of the total environment.

[34]  Brian C. Gunter,et al.  Improving estimates of water resources in a semi-arid region by assimilating GRACE data into the PCR-GLOBWB hydrological model , 2016 .

[35]  Maosheng Zhao,et al.  Development of a global evapotranspiration algorithm based on MODIS and global meteorology data , 2007 .

[36]  Bridget R. Scanlon,et al.  Impacts of thickening unsaturated zone on groundwater recharge in the North China Plain. , 2016 .