Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits
The relevance of the researchis determined by the requirements of improving the informative value of gamma-spectrometric exploration under the low contrast of radiometric anomalies. Large- and medium-size hydrothermal gold deposits in the developed areas have already been discovered. The prospecting...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Russian |
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Tomsk Polytechnic University
2018-08-01
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| Series: | Известия Томского политехнического университета: Инжиниринг георесурсов |
| Subjects: | |
| Online Access: | http://izvestiya.tpu.ru/archive/article/view/2064 |
| _version_ | 1797813113276334080 |
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| author | Igor Stanislavovich Sobolev Aleksandr Nikolaevich Orekhov Nadezhda Petrovna Soboleva |
| author_facet | Igor Stanislavovich Sobolev Aleksandr Nikolaevich Orekhov Nadezhda Petrovna Soboleva |
| author_sort | Igor Stanislavovich Sobolev |
| collection | DOAJ |
| description | The relevance of the researchis determined by the requirements of improving the informative value of gamma-spectrometric exploration under the low contrast of radiometric anomalies. Large- and medium-size hydrothermal gold deposits in the developed areas have already been discovered. The prospecting of small gold objects, which poorly manifested in geochemical patterns, requires the use of additional steps for processing gamma-spectrometry data in order to extract «useful» signs from hydrothermal altered rocks. Enhancement of contrast in gamma-spectrometric effects from products of fluid-generating systems is possible due to the analysis of local variability in background content of radionuclides. The complexity of finding the solution for this problem is fed by the simultaneous influence of several strong natural factors on the features of the radiogeochemical field background fluctuation. The main factors are the mineral composition of rocks and landscape-morphological structure of the territories. In order to determine the peculiarities of radioactive anomalies, in addition to the natural radioactive elements content, the K/Th, U/Th and U/K ratios are often attracted. There is a need for their joint analysis, which can be simplified using statistical methods to identify the most informative features and reduce their number. The main aim is: testing the algorithm of large-scale ground gamma-ray spectrometric surveys data processing with the use of statistics at three hydrothermal gold objects Methods: surface gamma-spectrometric measurements of 40 K, 238 U (226 Ra), 232 Th concentrations; statistical data processing using cluster and multi-factor variance analysis by principal component method Results. We estimated the features of background fluctuations of natural radioactive elements content. The radiogeochemical peculiarities of gamma-spectrometric anomalies are defined based on multidimensional statistical analysis of concentration coefficients and in- dicative ratios. The correlation of the radioactive anomalies with wallrock alterations is estimated. |
| first_indexed | 2024-03-13T07:48:35Z |
| format | Article |
| id | doaj.art-003376b97273426cbdbd0aaf7b243f89 |
| institution | Directory Open Access Journal |
| issn | 2500-1019 2413-1830 |
| language | Russian |
| last_indexed | 2024-03-13T07:48:35Z |
| publishDate | 2018-08-01 |
| publisher | Tomsk Polytechnic University |
| record_format | Article |
| series | Известия Томского политехнического университета: Инжиниринг георесурсов |
| spelling | doaj.art-003376b97273426cbdbd0aaf7b243f892023-06-02T21:10:14ZrusTomsk Polytechnic UniversityИзвестия Томского политехнического университета: Инжиниринг георесурсов2500-10192413-18302018-08-013297Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold depositsIgor Stanislavovich SobolevAleksandr Nikolaevich OrekhovNadezhda Petrovna SobolevaThe relevance of the researchis determined by the requirements of improving the informative value of gamma-spectrometric exploration under the low contrast of radiometric anomalies. Large- and medium-size hydrothermal gold deposits in the developed areas have already been discovered. The prospecting of small gold objects, which poorly manifested in geochemical patterns, requires the use of additional steps for processing gamma-spectrometry data in order to extract «useful» signs from hydrothermal altered rocks. Enhancement of contrast in gamma-spectrometric effects from products of fluid-generating systems is possible due to the analysis of local variability in background content of radionuclides. The complexity of finding the solution for this problem is fed by the simultaneous influence of several strong natural factors on the features of the radiogeochemical field background fluctuation. The main factors are the mineral composition of rocks and landscape-morphological structure of the territories. In order to determine the peculiarities of radioactive anomalies, in addition to the natural radioactive elements content, the K/Th, U/Th and U/K ratios are often attracted. There is a need for their joint analysis, which can be simplified using statistical methods to identify the most informative features and reduce their number. The main aim is: testing the algorithm of large-scale ground gamma-ray spectrometric surveys data processing with the use of statistics at three hydrothermal gold objects Methods: surface gamma-spectrometric measurements of 40 K, 238 U (226 Ra), 232 Th concentrations; statistical data processing using cluster and multi-factor variance analysis by principal component method Results. We estimated the features of background fluctuations of natural radioactive elements content. The radiogeochemical peculiarities of gamma-spectrometric anomalies are defined based on multidimensional statistical analysis of concentration coefficients and in- dicative ratios. The correlation of the radioactive anomalies with wallrock alterations is estimated.http://izvestiya.tpu.ru/archive/article/view/2064gamma-spectrometrymultivariate statisticshydrothermal wallrocksradiogeochemical peculiaritiesbottomhole area treatmenthydrothermal gold deposits |
| spellingShingle | Igor Stanislavovich Sobolev Aleksandr Nikolaevich Orekhov Nadezhda Petrovna Soboleva Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits Известия Томского политехнического университета: Инжиниринг георесурсов gamma-spectrometry multivariate statistics hydrothermal wallrocks radiogeochemical peculiarities bottomhole area treatment hydrothermal gold deposits |
| title | Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits |
| title_full | Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits |
| title_fullStr | Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits |
| title_full_unstemmed | Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits |
| title_short | Use of multivariate statistics elements for ground gamma-ray spectrometry data processing in exploration of hydrothermal gold deposits |
| title_sort | use of multivariate statistics elements for ground gamma ray spectrometry data processing in exploration of hydrothermal gold deposits |
| topic | gamma-spectrometry multivariate statistics hydrothermal wallrocks radiogeochemical peculiarities bottomhole area treatment hydrothermal gold deposits |
| url | http://izvestiya.tpu.ru/archive/article/view/2064 |
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