Analysis of the Spatiotemporal Variation in Land Subsidence on the Beijing Plain, China

Since the 1970s, land subsidence has been developing rapidly in the Beijing Plain, the systematic study of its evolution mechanism is of great significance to the sustainable development of the regional economy. First, based on ENVISAT ASAT and RADARSAT2 data, the land subsidence data in Beijing Plain were obtained using permanent interferometer technology. Second, based on the GIS platform and using fishing net tools, vector data of ground settlement with different resolutions were obtained. Through a series of tests, a scale of 960 metres was selected as the research unit, and the subsidence rate of the grid was obtained from 2004 to 2015. Finally, based on the Mann-Kendall mutation test method, a trend analysis of land subsidence changes in various grids was carried out. The results showed that single-year mutation mainly distributed in the middle and lower parts of the Yongding River alluvial fan and the Chaobai River alluvial fan, mainly occurring in 2015, 2005 and 2013, respectively. The upper and middle alluvial fan of the Chaobai River, the vicinity of the emergency water source and the edge velocity of the groundwater funnel have undergone several sudden changes. Combined with hydrogeology, basic geological conditions and the impact of the South-to-North Water transfer project, we analysed the causes of the mutations in the grid. The research results can provide a basis for the study and prevention of land subsidence in this area and help to further explore the trend characteristics of land subsidence in this area.

[1]  H. Gong,et al.  Detection of human‐induced evapotranspiration using GRACE satellite observations in the Haihe River basin of China , 2017 .

[2]  Michele Manunta,et al.  A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Alfonso Rivera,et al.  Land subsidence in major cities of Central Mexico: Interpreting InSAR-derived land subsidence mapping with hydrogeological data , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[4]  Gerardo Herrera,et al.  Persistent Scatterer Interferometry subsidence data exploitation using spatial tools: The Vega Media of the Segura River Basin case study , 2011 .

[5]  Matteo Albano,et al.  Subsidence Detected by Multi-Pass Differential SAR Interferometry in the Cassino Plain (Central Italy): Joint Effect of Geological and Anthropogenic Factors? , 2014, Remote. Sens..

[6]  E. Kahya,et al.  Trend analysis of streamflow in Turkey , 2004 .

[7]  Riccardo Lanari,et al.  A quantitative assessment of the SBAS algorithm performance for surface deformation retrieval from DInSAR data , 2006 .

[8]  Gidon Baer,et al.  High-resolution InSAR constraints on flood-related subsidence and evaporite dissolution along the Dead Sea shores: Interplay between hydrology and rheology , 2017 .

[9]  Shujun Ye,et al.  Progression and mitigation of land subsidence in China , 2016, Hydrogeology Journal.

[10]  Jun Yu,et al.  Imaging Land Subsidence Induced by Groundwater Extraction in Beijing (China) Using Satellite Radar Interferometry , 2016, Remote. Sens..

[11]  Kui Zhang,et al.  Mapping land subsidence in Jakarta, Indonesia using persistent scatterer interferometry (PSI) technique with ALOS PALSAR , 2012, Int. J. Appl. Earth Obs. Geoinformation.

[12]  Huili Gong,et al.  Spatial–temporal evolution patterns of land subsidence with different situation of space utilization , 2015, Natural Hazards.

[13]  Huili Gong,et al.  Spatio-temporal variation of groundwater recharge in response to variability in precipitation, land use and soil in Yanqing Basin, Beijing, China , 2012, Hydrogeology Journal.

[14]  Shujun Ye,et al.  Characteristics of aquifer system deformation in the Southern Yangtse Delta, China , 2007 .

[15]  Timothy A. Warner,et al.  Spatiotemporal Evolution of Land Subsidence in the Beijing Plain 2003-2015 Using Persistent Scatterer Interferometry (PSI) with Multi-Source SAR Data , 2018, Remote. Sens..

[16]  Zhong Lu,et al.  Large-area landslide detection and monitoring with ALOS/PALSAR imagery data over Northern California and Southern Oregon, USA , 2012 .

[17]  Jichun Wu,et al.  Land subsidence in China , 2005 .

[18]  Wei Lv,et al.  Land subsidence lagging quantification in the main exploration aquifer layers in Beijing plain, China , 2019, Int. J. Appl. Earth Obs. Geoinformation.

[19]  Huili Gong,et al.  Spatial-temporal characteristics of land subsidence corresponding to dynamic groundwater funnel in Beijing Municipality, China , 2011 .

[20]  Zhong Lu,et al.  Land subsidence and ground fissures in Xi'an, China 2005-2012 revealed by multi-band InSAR time-series analysis , 2014 .

[21]  Feng Zhu,et al.  InSAR Time-Series Analysis of Land Subsidence under Different Land Use Types in the Eastern Beijing Plain, China , 2017, Remote. Sens..

[22]  Hongan Wu,et al.  Ground Subsidence in the Beijing-Tianjin-Hebei Region from 1992 to 2014 Revealed by Multiple SAR Stacks , 2016, Remote. Sens..

[23]  Huili Gong,et al.  Multi-Scale Analysis of the Relationship between Land Subsidence and Buildings: A Case Study in an Eastern Beijing Urban Area Using the PS-InSAR Technique , 2018, Remote. Sens..

[24]  Matteo Albano,et al.  An innovative procedure for monitoring the change in soil seismic response by InSAR data: application to the Mexico City subsidence , 2016, Int. J. Appl. Earth Obs. Geoinformation.

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

[26]  Qingquan Li,et al.  Land Subsidence over Oilfields in the Yellow River Delta , 2015, Remote. Sens..

[27]  J. Danneberg Changes in runoff time series in Thuringia, Germany – Mann-Kendall trend test and extreme value analysis , 2012 .

[28]  Gianfranco Fornaro,et al.  A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms , 2002, IEEE Trans. Geosci. Remote. Sens..

[29]  Huili Gong,et al.  Land subsidence under different land use in the eastern Beijing plain, China 2005-2013 revealed by InSAR timeseries analysis , 2016 .

[30]  Andrew Hooper,et al.  A multi‐temporal InSAR method incorporating both persistent scatterer and small baseline approaches , 2008 .

[31]  R. Wilby,et al.  Modelling the impact of land subsidence on urban pluvial flooding: A case study of downtown Shanghai, China. , 2016, The Science of the total environment.

[32]  Fabio Rocca,et al.  Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry , 2000, IEEE Trans. Geosci. Remote. Sens..

[33]  F. Casu,et al.  An Overview of the Small BAseline Subset Algorithm: a DInSAR Technique for Surface Deformation Analysis , 2007 .

[34]  Ramon F. Hanssen,et al.  Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran , 2013 .

[35]  Khaled H. Hamed,et al.  A modified Mann-Kendall trend test for autocorrelated data , 1998 .

[36]  Zhong Lu,et al.  Deformation of Linfen-Yuncheng Basin (China) and its mechanisms revealed by Π-RATE InSAR technique , 2018, Remote Sensing of Environment.

[37]  H. Zebker,et al.  Sensing the ups and downs of Las Vegas: InSAR reveals structural control of land subsidence and aquifer-system deformation , 1999 .

[38]  Masoome Amighpey,et al.  Studying land subsidence in Yazd province, Iran, by integration of InSAR and levelling measurements , 2016 .

[39]  Huili Gong,et al.  Spatiotemporal evolution of land subsidence around a subway using InSAR time-series and the entropy method , 2017 .

[40]  E. Chaussard,et al.  Sinking cities in Indonesia: ALOS PALSAR detects rapid subsidence due to groundwater and gas extraction , 2013 .

[41]  Abduwasit Ghulam,et al.  Evaluation of land subsidence from underground coal mining using TimeSAR (SBAS and PSI) in Springfield, Illinois, USA , 2015, Natural Hazards.

[42]  Wen-Yuan Li,et al.  Microelectronics-embedded channel bridging and signal regeneration of injured spinal cords , 2009 .

[43]  C. Da Lio,et al.  Land subsidence in the Friuli Venezia Giulia coastal plain, Italy: 1992-2010 results from SAR-based interferometry. , 2018, The Science of the total environment.

[44]  Antonio Pepe,et al.  Surface displacements associated with the L'Aquila 2009 Mw 6.3 earthquake (central Italy): New evidence from SBAS‐DInSAR time series analysis , 2010 .

[45]  Federico Raspini,et al.  From ERS 1/2 to Sentinel-1: Subsidence Monitoring in Italy in the Last Two Decades , 2018, Front. Earth Sci..

[46]  Huili Gong,et al.  Regional Land Subsidence Analysis in Eastern Beijing Plain by InSAR Time Series and Wavelet Transforms , 2018, Remote. Sens..

[47]  Xiaojing Li,et al.  Land subsidence characteristics of Bandung Basin as revealed by ENVISAT ASAR and ALOS PALSAR interferometry , 2014 .

[48]  Antonio Pepe,et al.  Analysis of Ground Deformation Detected Using the SBAS-DInSAR Technique in Umbria, Central Italy , 2009 .

[49]  Tim J. Wright,et al.  InSAR slip rate determination on the Altyn Tagh Fault, northern Tibet, in the presence of topographically correlated atmospheric delays , 2008 .

[50]  Mingliang Gao,et al.  Characterization and causes of land subsidence in Beijing, China , 2017 .

[51]  E. Chaussard,et al.  Land subsidence in central Mexico detected by ALOS InSAR time-series , 2014 .

[52]  S. Saatchi,et al.  InSAR monitoring of progressive land subsidence in Neyshabour, northeast Iran , 2009 .

[53]  Yanguo Teng,et al.  Hydrogeochemical and isotopic evidence of groundwater evolution and recharge in aquifers in Beijing Plain, China , 2013, Environmental Earth Sciences.

[54]  H. Gong,et al.  Land subsidence due to groundwater withdrawal in the northern Beijing plain, China , 2015 .

[55]  Yihui Ding,et al.  Inter‐decadal variation of the summer precipitation in East China and its association with decreasing Asian summer monsoon. Part I: Observed evidences , 2008 .

[56]  T. Törnqvist,et al.  Mississippi Delta subsidence primarily caused by compaction of Holocene strata , 2008 .

[57]  H. Zebker,et al.  A new method for measuring deformation on volcanoes and other natural terrains using InSAR persistent scatterers , 2004 .

[58]  U. Wegmüller,et al.  Widespread surface subsidence measured with satellite SAR interferometry in the Swiss alpine range associated with the construction of the Gotthard Base Tunnel , 2017 .