An extended local gap statistic for identifying geochemical anomalies

作者: Jian Wang , Renguang Zuo

DOI: 10.1016/J.GEXPLO.2016.01.002

关键词:

摘要: Abstract In this study, a hybrid of gap statistic and sliding window technique, termed local statistic, was presented to estimate the threshold associated significance. The method can not only detect anomalies in varied geochemical background, but also consider significance derived threshold, that anomalous classification some locations is rejected if computed probability larger than predefined one. A case study which processes dataset from soil samples obtained Inner Mongolia China carried out test method. results indicate (1) useful tool identify background; (2) serves further refine anomalies, provides an assessment uncertainty involved delineated anomalies.

参考文章(59)
F.P. Agterberg, G.F. Bonham-Carter, D.F. Wright, Statistical Pattern Integration for Mineral Exploration Computer Applications in Resource Estimation#R##N#Prediction and Assessment for Metals and Petroleum. pp. 1- 21 ,(1990) , 10.1016/B978-0-08-037245-7.50006-8
A.T. Miesch, Theory of error in geochemical data Professional Paper. ,(1967) , 10.3133/PP574A
Qiuming Cheng, Yaguang Xu, Eric Grunsky, Integrated Spatial and Spectrum Method for Geochemical Anomaly Separation Natural resources research. ,vol. 9, pp. 43- 52 ,(2000) , 10.1023/A:1010109829861
Peter Filzmoser, R. Dutter, Robert G. Garrett, Clemens Reimann, Statistical data analysis explained : applied environmental statics with R John Wiley & Sons. ,(2008)
Juan J. Egozcue, Vera Pawlowsky-Glahn, Raimon Tolosana-Delgado, Modeling and Analysis of Compositional Data ,(2015)
Xianzhong Ke, Shuyun Xie, Youye Zheng, Salah Fadlallah Awadelseid, Shunbao Gao, Liming Tian, Multifractal analysis of geochemical stream sediment data in Bange region, northern Tibet Journal of Earth Science. ,vol. 26, pp. 317- 327 ,(2015) , 10.1007/S12583-015-0538-7
Robert G. Garnett, Applications of Probability Graphs in Mineral Exploration Geoscience Canada. ,vol. 4, ,(1977)
Emmanuel John M. Carranza, Mapping of anomalies in continuous and discrete fields of stream sediment geochemical landscapes Geochemistry-exploration Environment Analysis. ,vol. 10, pp. 171- 187 ,(2010) , 10.1144/1467-7873/09-223