The main objective of this study was the application of CORS and single-frequency GPS system for continuous deformation monitoring on natural events, especially for geological disasters and development of a large-scale region monitoring system within Guangdong Province. In this paper, a near-real-time slope slide monitoring technique was presented, which is applied in Guangdong Province. The method and algorithm to achieve centimeter-level (even mm-level) deformation monitoring was discussed in detail. The system was integrated with low-cost devices including both the single-frequency GPS receiver and the GPS multi-antenna System(GMS), based on the Guang-Dong Continuously Operating Reference Stations (GDCORS). After the coordinates reference system was formed by GDCORS system, the displacement of surface deformation in geological disasters were monitored by GPS/CORS integration algorism with mm accuracy level. It is pivotal to detect the distinct geological disaster-related displacement deformation evidence automatically and extract the temporal and spatial characteristics in the whole process of the deformation, which includes the following four steps: outlier detection, adaptive threshold classification, deformation evaluation and deformation parameters auto-detection. The hypothesis and test, threshold classification tools were used, based on Kalman filter analysis, to realize uniform deformation parameters auto-detection applicable to multi-scale accuracy demand from decimeter to millimeter level.Experimental data from both GDCORS based geological disaster monitoring simulation and the the slope at Si-hui high School were used to evaluate the performance of the technique. It showed that 2 mm accuracy for 40.7km distance for deformation monitoring was reached. It is pivotal to provide a potential and applicable reference to monitor geological hazard continuously with high spatial and temporal resolution, especially at a largescale,e.g. the whole provincial region.
WEI Pingxin, LI Chenggang, XU Feng, SHI Xiaochun
. Study on Slope Slide Real-Time Monitoring System in Guangdong Using GPS/CORS Integration Technique[J]. Journal of Geo-information Science, 2011
, 13(4)
: 562
-570
.
DOI: 10.3724/SP.J.1047.2011.00562
[1] Rizos C and Han S. Reference Station Network Based RTK Systems-Concepts & Progress[J].Wuhan University Journal of Nature Sciences, 2003, 8(2B):566-574.
[2] Bennet R A, Wernicke B P, and Davis J L. Continuous GPS Measurements of Contemporary Deformation across the Northern Basin and Range Province[J]. Geophys. Res. Lett.,1998,25(4):563-566.
[3] Bock Y and Bevis M. Regional Permanent GPS Arrays, Trends and Prospects. International Symposium on GPS, Tsukuba, Japan,1999:18-22.
[4] Salzmann M. MDB: A Design Tool for Integrated Navigation Systems. Kinematic Systems in Geodesy, Surveying and Remote Sensing Symposium,Banff, Alberta, Canada, September,1990(107):218-227.
[5] Teunissen P J G. Some Aspects of Real-Time Validation Techniques for Use in Integrated Systems. Kinematic Systems in Geodesy. Surveying and Remote Sensing Symposium,Banff, Alberta, Canada, September, 1990(107):191-200.
[6] Chen Wu, Hu Congwei, Ding Xiaoli, Chen Yongqi, Kwok Simon. Critical Issues on GPS RTK Operation using HongKong GPS Active Network [J].Journal of Geospatial Engineering, 2002, 4(1):31-40.
[7] 李成钢,黄丁发,袁林果,等. GPS参考站网络的电离层延迟建模技术[J]. 西南交通大学学报,2005(5):45-50.
[8] 李成钢,黄丁发,周乐韬,等. GPS/VRS参考站网络的对流层误差建模技术研究[J]. 测绘科学, 2007,32(4):29-31.)
[9] 黄丁发,李成钢,吴耀强,等. GPS/VRS实时网络改正数生成算法研究[J]. 测绘学报,2007,36(3): 256-261.
[10] 周乐韬,黄丁发,李成钢,等. 一种参考站间双差模糊度快速解算策略[J]. 大地测量与地球动力学,2006(4):34-40.
[11] LI Cheng-gang, Shi Xiao-chun, Tang Li-ming, Qiu Hong-hua, Tan Ming. Real-time Geological Disaster Monitoring with Deformation Parameters Auto-detection Technique. The Second Conference on Earth Observation for Global Changes (EOGC2009),Chengdu, China,2009.
[12] 李成钢,唐力明,石晓春,等. GMS/CORS滑坡灾害动态监测技术及其误差分析[J].测绘通报,2009,18(9):7-11.
[13] 李成钢,唐力明,张建国,等. 广东省GMS/CORS滑坡远程动态监测技术."全国测绘科技信息网中南分网第24次学术信息交流会论文集",2010,74-80.
[14] Chen Yongqi, Ding Xiaoli, Huang Dingfa. A New GPS System for Continuous Deformation Monitoring [J]. Journal of Southwest Jiaotong University, 2000,(2): 169-176.
[15] LI Cheng-gang, Shi Xiao-chun, Tang Li-ming, Huang Ding-fa, Qiu Hong-hua, Tan MingPrecise Monitoring Technique for Regional Surface Deformation using GPS/CORS Observation.The Second Conference on Earth Observation for Global Changes (EOGC2009),Chengdu, China,2009.
[16] 唐力明,李成钢,石晓春,等. GPS/CORS精密区域地表位移动态监测技术研究[J],测绘通报,2010(5):6-9.