Gravity and magnetic correlation analysis based on the second-order vertical derivative of gravity anomaly and normalized source strength of magnetic anomaly with noise disturbance: A case of Xiangshan uranium orefields
WANG Yanguo1,2, TIAN Ye1, DENG Juzhi1,2, GE Kunpeng1,2
1. State Key Laboratory of Nuclear Resources and Environment, East China University of Technology, Nanchang, Jiangxi 330013, China; 2. School of Geophysics and Measurement-Control Technology, East China University of Technology, Nanchang, Jiangxi 330013, China
Abstract:Comprehensive processing and interpretation of gravity and magnetic data can be employed to reduce multi-solutions and improve geological interpretation reliability.The gravity and magnetic correspondence analysis method is a commonly adopted method for joint quantitative interpretation of gravity and magnetic anomalies.However, the method is affected by remanent magnetization to cause spurious information, and thus the practicality is low.Therefore, this paper derives Poisson's formula of gravity and magnetic anomalies based on the expressions of the second-order vertical derivative of gravity anomaly and normalized source strength of magnetic anomaly.Additionally, a new gravity and magnetic correspondence analysis is proposed, and the effectiveness of the new method can be improved through noise disturbance.This method features clear physical meaning, easy implementation, and no need for reduction to the magnetic pole, and it is less influenced by the background field of gravity and magnetics.The model tests show that the conventional correspondence analysis method only yields sound results when the gravity and magnetics are totally the same source, and spurious information will be produced when the gravity and magnetic sources are different.The proposed method can reflect whether the gravity and magnetic sources are the same source and location and can obtain good results under complex situations.Meanwhile, by applying the new method to process and interpret gravity and magnetic data of Xiangshan uranium orefield in Jiangxi, the location and scale of three types of gravity and magnetic rocks at the same source are accurately reflected, including porphyroclastic lava, rhyodacite, and granite porphyry. Additionally, the main rock types of ancient volcanic eruptions are reflected and an ancient volcanic crater with porphyroclastic lava is inferred on basis of the strong negative and positive correlation characteristics of large-scale distribution.The uranium orefields in Xiangshan area are mainly distributed in the transition zone between a strong positive correlation and a strong negative correlation, which further reveals the close relationship between the distribution of uranium orefields and the contact surface of lithology.The results can provide a data basis for exploring deep uranium orefields in Xiangshan.
王彦国, 田野, 邓居智, 葛坤朋. 基于噪声扰动下重力二阶垂向导数与归一化磁源强度的重磁相关性分析——以相山铀矿田为例[J]. 石油地球物理勘探, 2023, 58(5): 1231-1243.
WANG Yanguo, TIAN Ye, DENG Juzhi, GE Kunpeng. Gravity and magnetic correlation analysis based on the second-order vertical derivative of gravity anomaly and normalized source strength of magnetic anomaly with noise disturbance: A case of Xiangshan uranium orefields. Oil Geophysical Prospecting, 2023, 58(5): 1231-1243.
张镕哲, 李桐林, 邓海, 等.大地电磁、重力、磁法和地震初至波走时的交叉梯度二维联合反演研究[J].地球物理学报, 2019, 62(6):2139-2149.ZHANG Rongzhe, LI Tonglin, DENG Hai, et al.2D joint inversion of MT, gravity, magnetic and seismic first-arrival wave traveltime with cross-gradient constrai-nts[J].Chinese Journal of Geophysics, 2019, 62(6):2139-2149.
[2]
GAO X, XIONG S, ZENG Z, et al.3D inversion modeling of joint gravity and magnetic data based on a sinusoidal correlation constraint[J].Applied Geophysics, 2019, 16(4):519-529.
[3]
刘鹏, 陈康, 何青林, 等.四川盆地二叠系火山岩裂隙式喷发模式探讨[J].石油地球物理勘探, 2021, 56(2):389-397.LIU Peng, CHEN Kang, HE Qinglin, et al.Fissure erupting model of Permian volcanic rock in Sichuan Basin[J].Oil Geophysical Prospecting, 2021, 56(2):389-397.
[4]
张振宇, 胡祥云, 王刚, 等.内蒙古狼山成矿带深部地质结构特征[J].石油地球物理勘探, 2022, 57(4):982-991.ZHANG Zhenyu, HU Xiangyun, WANG Gang, et al.Characteristics of deep geological structure of Lang-shan metallogenic belt in Inner Mongolia[J].Oil Geophysical Prospecting, 2022, 57(4):982-991.
[5]
刘彦华, 陈宗刚, 欧阳长亮.重磁异常对应分析在相山地区的应用[J].物探与化探, 2008, 32(6):586-589.LIU Yanhua, CHEN Zonggang, OUYANG Changliang.The application of correspondence analysis of gravity and magnetic anomalies in Xiangshan area[J].Geophysical and Geochemical Exploration, 2008, 32(6):586-589.
[6]
GARLAND G D.Combined analysis of gravity and magnetic anomalies[J].Geophysics, 1951, 16(1):51-62.
[7]
CORDELL L, TAYLOR P T.Investigation of magnetization and density of a north Atlantic seamount using Poisson's theorem[J].Geophysics, 1971, 36(5):919-937.
[8]
CHANDLER V W, KOSKI J S, BRAILE L W.Analysis of multisource gravity and magnetic anomaly data sets by moving-window application of Poisson's theorem[J].Geophysics, 1981, 46(1):30-39.
[9]
CHANDLER V W, MALEK K C.Moving-window Poisson analysis of gravity and magnetic data from the Penokean orogen, east-central Minnesota[J].Geophysics, 1991, 56(1):123-132.
[10]
刘心铸.重磁异常对应分析——赴美学习重磁方法介绍之一[J].国外地质勘探技术, 1985(3):1-8.LIU Xinzhu.The method of gravity and magnetic anomaly analysis, one of the introduction of gravity and magnetic method learned from America[J].Foreign Geoexploration Technology, 1985(3):1-8.
[11]
黎益仕, 殷秀华, 刘占坡.对应分析约束下的重磁联合反演及其在塔里木盆地的应用[J].地震地质, 1996, 18(4):361-368.LI Yishi, YIN Xiuhua, LIU Zhanpo.Simultaneous inversion of gravimetric and magnetic data constrained with internal correspondence analysis and its application to the Tarim basin[J].Seismology and Geology, 1996, 18(4):361-368.
[12]
范正国, 刘前坤, 黄旭钊, 等.自适应重磁对应分析[J].吉林大学学报(地球科学版), 2012, 42(6):1903-1911.FAN Zhengguo, LIU Qiankun, HUANG Xuzhao, et al.Adaptive correlative analysis between aeromagnetic and gravity anomaly[J].Journal of Jilin University (Earth Science Edition), 2012, 42(6):1903-1911.
[13]
宋景明.基于对应分析的重力异常分离技术及应用[J].天然气工业, 2007, 27(增刊1):318-319.SONG Jingming.Gravity anomaly separation technique based on gravity and magnetic correspondence analysis and its application[J].Natural Gas Industry, 2007, 27(S1):318-319.
[14]
颜廷杰, 甘文龙, 管彦武.非均匀物性条件下多尺度窗口修正法换算磁源重力异常及在寻找DSO的应用[J].地球物理学报, 2017, 60(12):4840-4854.YAN Tingjie, GAN Wenlong, GUAN Yanwu.Magnetic fields reduction to pseudo-gravity anomalies using multi-scale windows in the condition of non-uniform property and its application to searching for DSO[J].Chinese Journal of Geophysics, 2017, 60(12):4840-4854.
[15]
王彦国, 邓居智, 葛坤朋, 等.基于重磁泊松定理的磁化方向估计及应用:以相山铀矿田为例[J].地球物理学报, 2022, 65(12):4914-4929.WANG Yanguo, DENG Juzhi, GE Kunpeng, et al.Estimating magnetization direction of field sources based on Poisson's theorem of gravity and magnetic anomaly and its application:a case study of Xiangshan uranium ore field[J].Chinese Journal of Geophysics, 2022, 65(12):4914-4929.
[16]
楼海, 余钦范.青藏高原亚东-格尔木地学断面重磁异常的对应分析[J].现代地质, 1991, 5(3):338-346.LOU Hai, YU Qinfan.Quantitative correlation analysis of gravity and magnetic anomalies on the geoscience transect from Yadong to Golmud, Qinghai-Tibet Plateau[J].Geoscience, 1991, 5(3):338-346.
[17]
刘沈衡, 朱春生.重磁异常对应分析应用实例[J].有色金属矿产与勘查, 1998(3):33-36.LIU Shenheng, ZHU Chunsheng.Correspondence analysis of gravitational and magnetic anomalies and its practical application[J].Geological Exploration for Non-Ferrous Metals, 1998(3):33-36.
[18]
曾昭发, 吴燕冈, 郝立波, 等.基于泊松定理的重磁异常分析方法及应用[J].吉林大学学报(地球科学版), 2006, 36(2):279-283.ZENG Zhaofa, WU Yangang, HAO Libo, et al.The Poisson's theorem based analysis method and application of magnetic and gravity anomalies[J].Journal of Jilin University (Earth Science Edition), 2006, 36(2):279-283.
[19]
刘燕戌, 李文勇, 徐剑春.航空重、磁异常相关性分析方法及其应用[J].物探与化探, 2012, 36(5):783-787.LIU Yanqu, LI Wenyong, XU Jianchun.Correlation analytical method and its application to airborne gravity and magnetic anomalies[J].Geophysical and Geochemical Exploration, 2012, 36(5):783-787.
[20]
BLAKELY R J.Potential Theory in Gravity and Magnetic Applications[M].Cambridge University Press, Cambridge, 1995.
[21]
马国庆, 孟庆发, 李丽丽, 等.利用重/磁场梯度比值函数计算地质体深度[J].石油地球物理勘探, 2019, 54(1):229-234.MA Guoqing, MENG Qingfa, LI Lili, et al.Gradient ratio function of gravity and magnetic data for geological body depth calculation[J].Oil Geophysical Prospecting, 2019, 54(1):229-234.
[22]
WILSON H S.Analysis of the magnetic gradient tensor[J].Canada Technical Memorandum, 1985, 8:5-13.
[23]
BEIKI M, CLARK D A, AUSTIN J R, et al.Estimating source location using normalized magnetic source strength calculated from magnetic gradient tensor data[J].Geophysics, 2012, 77(6):J23-J37.
[24]
PEDERSEN L B, RASMUSSEN T M.The gradient tensor of potential field anomalies:some implications on data collection and data processing of maps[J].Geophysics, 1990, 55(12):1558-1566.
[25]
DAHLKAMP F J.Uranium Deposits of the World:Asia[M].Springer, Berlin, Heidelberg, 2009.
[26]
毛景文, 陈懋弘, 袁顺达, 等.华南地区钦杭成矿带地质特征和矿床时空分布规律[J].地质学报, 2011, 85(5):636-658.MAO Jingwen, CHEN Maohong, YUAN Shunda, et al.Geological characteristics of the Qinhang (or Shihang) metallogenic belt in South China and spatial-temporal distribution regularity of mineral deposits[J].Acta Geologica Sinica, 2011, 85(5):636-658.
[27]
郭福生, 林子瑜, 黎广荣, 等.江西相山火山盆地地质结构研究:来自大地电磁测深及三维地质建模的证据[J].地球物理学报, 2017, 60(4):1491-1510.GUO Fusheng, LIN Ziyu, LI Guangrong, et al.Study on the geological structure of Xiangshan uranium-bearing volcanic basin:evidences from magnetotelluric sounding and GOCAD modeling[J].Chinese Journal of Geophysics, 2017, 60(4):1491-1510.
[28]
陈柏林.断裂构造发育过程与控矿构造形成演化——以邹家山铀矿床为例[J].地质力学学报, 2020, 26(3):285-298.CHEN Bailin.Development process of fault structure and formation and evolution of ore-controlling structure:a case study of the Zoujiashan uranium deposit[J].Journal of Geomechanics, 2020, 26(3):285-298.
[29]
林锦荣, 胡志华, 饶泽煌, 等.相山火山盆地及邻区铀多金属成矿类型、成矿特征及控矿因素[J].铀矿地质, 2020, 36(6):491-499.LIN Jinrong, HU Zhihua, RAO Zehuang, et al.Uranium-polymetallic mineralization types, metallogenic characteristics and ore-controlling factors in the Xiangshan Volcanic Basin and its adjacent areas[J].Uranium Geology, 2020, 36(6):491-499.
[30]
孙会饶, 方启春, 魏欣, 等.江西相山矿田邹家山铀矿床地质特征及外围找矿潜力[J].矿产勘查, 2021, 12(2):235-239.SUN Huirao, FANG Qichun, WEI Xin, et al.Geological characteristics and prospecting potential of Zoujiashan uranium deposit in Xiangshan orefield, Jiangxi Province[J].Mineral Exploration, 2021, 12(2):235-239.
[31]
姚亦军, 许芸芸.江西相山铀矿田东部与西部地质特征对比及其意义[J].铀矿地质, 2022, 38(1):58-65.YAO Yijun, XU Yunyun.Comparison and significance of geological characteristics between the east and west of Xiangshan uranium ore field in Jiangxi[J].Uranium Geology, 2022, 38(1):58-65.
谢琛, 艾成辉, 丁昊, 等.居隆庵铀矿床找矿模式对相山矿田找矿的意义[J].东华理工大学学报(自然科学版), 2018, 41(4):352-357.XIE Chen, AI Chenghui, DING Hao, et al.Significance of the prospecting pattern of Guelongan uranium deposit to the prospecting of Xiangshan ore field[J].Journal of East China Institute of Technology (Natural Science Edition), 2018, 41(4):352-357.
[34]
张玉燕, 李子颖, 黄志章, 等.江西相山沙洲矿床铀的存在形式和迁移特征探讨:来自诱发裂变径迹的证据[J].高校地质学报, 2012, 18(4):639-646.ZHANG Yuyan, LI Ziying, HUANG Zhizhang, et al.A study on existing forms and migration process of uranium at Shazhou deposit, Jiangxi Provinve, China:evidences from induced fission tracks[J].Geological Journal of China Universities, 2012, 18(4):639-646.
[35]
吴志春, 郭福生, 李华亮, 等.主成分分析法在相山火山盆地蚀变分带解译中的应用[J].大地构造与成矿学, 2020, 44(3):385-403.WU Zhichun, GUO Fusheng, LI Hualiang, et al.Application of principal component analysis in interpretation of alteration zone in the Xiangshan volcanic basin[J].Geotectonica et Metallogenia, 2020, 44(3):385-403.
[36]
郭福生, 黎广荣, 周万蓬, 等.江西相山铀矿田古火山口探讨[J].大地构造与成矿学, 2019, 43(3):528-541.GUO Fusheng, LI Guangrong, ZHOU Wanpeng, et al.Multidisciplinary study on the volcanic calderas in the Xiangshan uranium-bearing basin, Jiangxi[J].Geotectonica et Metallogenia, 2019, 43(3):528-541.