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- 2018
利用附加系统误差参数的升降轨InSAR-GPS数据融合方法建立三维形变场
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Abstract:
针对合成孔径雷达干涉测量技术(interferometric synthetic aperture radar,InSAR)监测形变时高空间分辨率的优势以及GPS监测数据高精度、高时间分辨率的特点,对升、降轨InSAR与GPS数据融合获取高精度的三维形变场的方法展开研究。提出以高精度的GPS观测值为约束,对升、降轨InSAR观测方程分别添加一个跟点的位置有关的系统误差函数,以对InSAR数据中残留的系统误差进行修正,减弱或消除系统误差的影响。模拟数据和实测数据表明,该方法能够有效地补偿不同轨道InSAR数据与GPS数据间的系统误差影响,且计算简单;采用附加系统误差参数的升、降轨InSAR-GPS综合形变分析模型建立的三维形变场具有更高的精度
[1] | He Xiufeng, Shi Guoqiang, Xiao Ruya. Integration of GPS and DInSAR for 3-D Deformation Monitoring Based on Ant Colony Optimization[J]. <em>Journal of Tongji University (Natural Science)</em>, 2015, 43(10):1594-1600(何秀凤, 史国强, 肖儒雅. 基于蚁群优化的GPS/DInSAR三维形变监测方法[J]. 同济大学学报(自然科学版), 2015,43(10):1594-1600) |
[2] | Catalao J, Nico G, Hanssen R, et al. Merging GPS and Atmospherically Corrected InSAR Data to Map 3-D Terrain Displacement Velocity[J]. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2011, 49(6):2354-2360 |
[3] | Luo Haibin, He Xiufeng, Liu Yanxiong. Estimation of Three-Dimensional Surface Motion Velocities Using Integration of D-InSAR and GPS[J]. <em>Acta Geodaetica et Cartographica Sinica</em>, 2008, 37(2):960-963(罗海滨, 何秀凤, 刘焱雄. 利用DInSAR和GPS综合方法估计地表3维形变速率[J]. 测绘学报, 2008, 37(2):960-963) |
[4] | Gudmundsson S, Sigmundsson F. Three-Dimensional Surface Motion Maps Estimated from Combined Interferometric Synthetic Aperture Radar and GPS Data[J]. <em>Journal of Geophysical Research</em>, 2002, 107(B10):2250-2264 |
[5] | Samsonov S V, Tiampo K F, Rundle J B. Application of InSAR-GPS Optimization for Derivation of Three-Dimensional Surface Motion of the Southern California Region Along the San Andreas Fault[J]. <em>Computers & Geosciences</em>, 2008, 34(5):503-514 |
[6] | Hu J, Li Z W, Sun Q, et al. Three-Dimensional Surface Displacements from InSAR and GPS Mea-surements with Variance Component Estimation[J]. <em>IEEE Geoscience and Remote Sensing Letters</em>, 2012, 9(4):754-758 |
[7] | Zhang Qin, Zhang Juqing, Yue Dongjie, et al. Advanced Theory and Application of Surveying Data[M]. Beijing:Surveying and Mapping Press, 2011(张勤,张菊清,岳东杰,等. 近代测量数据处理与应用[M]. 北京:测绘出版社, 2011) |
[8] | Zhang Qin, Zhao Chaoying, Ding Xiaoli, et al. Research on Recent Characteristics of Spatio-Temporal Evolution and Mechanism of Xi'an Land Subsidence and Ground Fissure by Using GPS and InSAR Techniques[J]. <em>Chinese Journal of Geophysics</em>, 2009,52(5):1214-1222(张勤, 赵超英, 丁晓利,等. 利用GPS与InSAR研究西安现今地面沉降与地裂缝时空演化特征[J]. 地球物理学报, 2009, 52(5):1214-1222) |
[9] | Lee C W, Lu Z, Jung H S. Simulation of Time-Series Surface Deformation to Validate a Multi-interferogram InSAR Processing Technique[J]. <em>International Journal of Remote Sensing</em>, 2012, 33(22):7075-7087 |
[10] | Huang Weibin. Modern Adjustment Theory and Its Application[M]. Beijing:Chinese People's Liberation Army Publishing House, 1992(黄维彬. 近代平差理论及其应用[M]. 北京:解放军出版社,1992) |
[11] | Zhang Yongzhi. Dislocation Theory and Its Application in the Study of the Deformation of the Earth[M]. Xi'an:Xi'an Jiaotong University Press, 2011(张永志. 位错理论及其在大地变形研究中的应用[M]. 西安:西安交通大学出版社, 2011) |
[12] | Samsonov S V, Tiampo K F, Rundle J B, et al. Application of InSAR-GPS Optimization for Derivation of Fine Scale Surface Motion Maps of Southern California[J]. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2007, 45(2):512-521 |
[13] | Hu Jun. Theory and Method of Estimating Three-Dimensional Displacement with InSAR Based on the Modern Surveying Adjustment[D]. Changsha:Central South University, 2012(胡俊. 基于现代测量平差的InSAR三维形变估计理论与方法[D]. 长沙:中南大学,2012) |
[14] | Guglielmino F, Nunnari G, Puglisi G, et al. Simultaneous and Integrated Strain Tensor Estimation from Geodetic and Satellite Deformation Measurements to Obtain Three-Dimensional Displacement Maps[J]. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2011, 49(6):1815-1826 |
[15] | Hu Jun, Li Zhiwei, Zhu Jianjun, et al. Measuring Three-Dimensional Surface Displacements from Combined InSAR and GPS Data Based on BFGS Method[J]. <em>Chinese Journal of Geophysics</em>, 2013,56(1):117-126(胡俊, 李志伟,朱建军,等. 基于BFGS法融合InSAR和GPS技术监测地表三维形变[J]. 地球物理学报,2013,56(1):117-126) |