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| 非线性地球化学矿化元素组合求异方法在西藏洞噶普矿区的应用 | |
| 引用本文： | 柳炳利,郭科,王维,敖东,武菊.非线性地球化学矿化元素组合求异方法在西藏洞噶普矿区的应用[J].地学前缘,2012,19(2):256-265. |
| 作者姓名： | 柳炳利 郭科 王维 敖东 武菊 |
| 作者单位： | 1. 成都理工大学地球物理学院,四川成都610059／数学地质四川省高校重点实验室,四川成都610059 2. 数学地质四川省高校重点实验室,四川成都,610059 3. 内江师范学院数学与信息科学学院,四川内江,641112 |
| 基金项目： | 油气藏地质及开发工程国家重点实验室开放基金资助项目，国家自然科学基金项目，教育部博士点基金项目，中国地质调查局项目 |
| 摘 要： | 复杂的地质作用和控制因素常常使得地球化学元素的分布特征呈非线性,传统的线性模型在处理元素非线性分布具有一定的局限性和不适应性。文中以研究地球化学矿化元素组合为主线,应用aiNet网络模型(带权的不完全连接网络)对地球化学数据做预处理,应用FastICA算法(快速定点独立分量分析)求取矿化元素组合,应用分形含量面积法圈定元素异常下限,应用分形含量梯度法确定元素异常浓集分带,形成了一套地球化学矿化元素组合求异的非线性方法体系,并在西藏洞噶普矿区1∶1万土壤地球化学测量资料的应用中取得了良好的效果。 |
| 关 键 词： | 盲信号分离 ICA 矿化元素组合 |
The nonlinear methods concerning metallogenic element association for seeking geochemical anomaly in Donggapu mining area,Tibet |
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| Liu Bingli,Guo Ke,Wang Wei,Ao Dong,Wu Ju.The nonlinear methods concerning metallogenic element association for seeking geochemical anomaly in Donggapu mining area,Tibet[J].Earth Science Frontiers,2012,19(2):256-265. | |
| Authors: | Liu Bingli Guo Ke Wang Wei Ao Dong Wu Ju |
| Institution: | 1.College of Geophysics,Chengdu University of Technology,Chengdu 610059,China 2.Sichuan Province Key Laboratory of Mathematics Geology,Chengdu 610059,China 3.College of Mathematics and Information Science,Neijiang Normal University,Neijiang 641112,China |
| Abstract: | Complicated geological processes and controlling factors always make the distribution of geochemical elements having nonlinear characteristics.Traditional linear model methods are limited due to the character of nonlinear element association.In this paper,we adopted aiNet to preprocess geochemical data in order to study the geochemical metallogenic element association.Fractal content-area method was used to determine the anomaly threshold of elements.Fractal content-gradient method was used to determine the zone of element concentration.Thus a series of nonlinear metallogenic element association method system to seek out geochemical anomaly has been formed.We applied this nonlinear method for anomaly seeking of geochemical metallogenic element association to process 1∶10000 soil geochemical survey data from Donggapu mining area of Tibet and had achieved good results. |
| Keywords: | BSS ICA metallogenic element association |
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