Name: Jianguo Song
Academic title: Professor
Research Area:Geophysics
Contact:
Email: sjg@upc.edu.cn
Phone: +86 18563997376
Research Interests:
Reservoir information extraction
Seismic wave propagation theory and application
Machin learning
Offshore seismology
Courses Offered：
Principle of seismic exploration
Processing of seismic data
Theory of geophysics
Scholarly Activities
-Publications：
[1].S Jianguo, M Ntibahanana. Developing deep learning methods for pre-stack seismic data inversion. Journal of Applied Geophysics 222, 105336
[2].M Ntibahanana, S Jianguo, M Luemba, K Tondozi, G Imani, B Mohamed. Ensemble of neural networks utilizing seismic attributes for rock‐property inversion with uncertainty estimation. Earth and Space Science 11 (6), e2023EA003101
[3].A Ma, J Song, Y Su, C Hu. Multiple Elimination Based on Mode Decomposition in the Elastic Half Norm Constrained Radon Domain. Applied Sciences 13 (19), 11041
[4].J Song, SS Gao, KH Liu, M Sun, Y Yu, F Kong, K Mickus. Crustal structure and subsidence mechanisms of the Williston Basin: New constraints from receiver function imaging. Earth and Planetary Science Letters 593, 117686
[5].J Song, KH Liu, Y Yu, KL Mickus, SS Gao. Crustal Structure and Subsidence of the Williston Basin: Evidence from Receiver Function Stacking and Gravity Modeling. AGU Fall Meeting Abstracts 2017, T11C-0474
[6].JG Song, YL Gong, S Li. High-resolution frequency-domain Radon transform and variable-depth streamer data deghosting. Applied Geophysics 12, 564-572
[7].JG Song, Y Deng, XX Tong. The simulation of far-field wavelets using frequency-domain air-gun array near-field wavelets. Applied Geophysics 10, 461-468
[8]. Song Jianguo, Xu Yongchao. An Algorithm for Delaunay Triangulation and Contour Generation Constrained by Fault Plane. Journal of China University of Petroleum 47(6)
[9]. Song Jianguo, Ma An, Huang Sheng, Liu Jiong, Chen Feixu. A Multi-Iteration Ghost Wave Suppression Method Using Green Function. Oil Geophysical Prospecting 57(1), 91-100
[10]. Wang Guangyu, Song Jianguo, Xu Fei, Zhang Wen, Liu Jiong, Chen Feixu. Random Forest Lithology Prediction Method for Unbalanced Sample Sets. Oil Geophysical Prospecting 56 (4), 679-687
[11]. Mu Xing, Han Yongliang, Song Jianguo. A New Method for Calculating Rock Elastic Modulus of Kuster-Toksöz Model. CT Theory and Applications Research 28(3), 279-290
[12]. Song Jianguo, Liu Shengyue. Inter-well Seismic Angular Gather Extraction Method Based on Reverse Time Migration. Progress in Geophysics 33(2), 707-714
[13]. Song Jianguo, Guo Yu, Ran Ran. Young's Modulus Inversion Method Based on Ratio Root Mean Square. Chinese Journal of Geophysics 61(4), 1508-1518
[14]. Song Jianguo, Li Fuzhen, Xu Weixiu, Li Zhe. Improved Neural Network Cascade Correlation Algorithm and Its Application in First Arrival Picking. Oil Geophysical Prospecting 53(1), 8-16
[15]. Song Jianguo, Yang Lu, Gao Qiangshan, Liu Jiong. Application of Strong Noise-Tolerant Random Forest Algorithm in Seismic Reservoir Prediction. Oil Geophysical Prospecting 53(5), 954-960
[16]. Ran Ran, Song Jianguo. P- and S-Wave Modulus Inversion Based on Zoeppritz Equation. Geophysical and Geochemical Exploration 41 (4), 707-714
[17]. You Longting, Song Jianguo, Yu Huizhen, Wang Yueli. Analysis of Influencing Factors of Time-Frequency Spectrum of Synchronous Squeezing Wavelet Transform Based on Analytic Signal Reconstruction. CT Theory and Applications Research 26(3), 267-278
[18]. Cheng Liang, Kong Qingfeng, Song Jianguo. Frequency Band Extension Processing of Well-to-Ground Joint Seismic Data by Stepwise Iteration Method. Oil Geophysical Prospecting 52(4), 696-703
[19]. Song Jianguo, Gao Qiangshan, Li Zhe. Application of Random Forest Regression in Seismic Reservoir Prediction. Oil Geophysical Prospecting 51(6), 1202-1211
[20]. Song Jianguo, Cheng Liang, Meng Xianjun, Wei Guohua. Matching Processing of Logging and Wellside Seismic Data by Stepwise Iteration Method. Oil Geophysical Prospecting 51(1), 80-86
-Research Project：
[1]. National Natural Science Foundation of China: "Pre-stack Data Mining and Nonlinear Prediction of Reservoir Parameters";
[2]. Special topic of major project of PetroChina: "Key Technologies for Improving Signal-to-Noise Ratio and Enhancing Weak Signals of Deep Seismic Data";
[3]. CNOOC: "Research and Development of Software for Broadband Acquisition and Processing of Variable-depth Streamer in the Ocean";
[4]. CNOOC: "Software Development for Multiple Wave Attenuation Processing";
[5]. Shengli Oilfield: "Evaluation of Physical Properties of Tight Reservoir Rocks and Prediction of Compressibility";
[6]. Shengli Branch of Sinopec Engineering Company: "Research on Forward Modeling of Gaussian Ray Beam and Optimization Method of Observation System";
[7]. Shengli Oilfield: "Estimation Method of Nonlinear Reservoir Characteristic Parameters Based on Soft Modeling Technology";
[8]. CNOOC: "Research on Seismic Wave Propagation Theory and Imaging in TI Medium";
[9. Shengli Oilfield: "Research on Fracture Prediction Method Based on Regional Stress Field";
[10]. CNOOC: "Research and Application of Broadband Data Processing Technology";
