Spectral Alteration Zonation Based on Close Range HySpex-320 m Imaging Spectroscopy: A Case Study in the Gongchangling High-Grade Iron Ore Deposit, Liaoning Province, NE China
Source abstract
Abstract
Research on wall rock alteration is of great importance to the understanding and exploration of ore deposits. The microscopic changes of the same mineral in different alteration zones can provide information about the migration and enrichment of ore-forming elements. In this paper, a typical profile of a high-grade iron ore body in Gongchangling iron deposit was investigated and sampled. The samples were checked by polarized microscopy, and alterations zonation were delineated according to the hydrothermal mineral assemblages and paragenesis. Moreover, hyperspectral images of wall rocks from each alteration zone were obtained by Norsk Elektro Optikk (NEO) HySpex-320 m imaging system. A customer Interactive Data Language (IDL) software package was used to process the images, and spectral features were extracted from the selected samples. The results indicate that spectral characteristics manifest obviously regular variations; i.e., from proximal to distal for the high-grade iron ore body, the wavelengths at ca. 1200 nm of chlorite and garnet, which accounts for most of the hydrothermal alteration minerals, become longer, and the absorption depths gradually smaller. The spectral features at 1200 nm of chlorite and garnet are always caused by the crystal field effect of Fe2+; therefore, the wavelength variations indicate the increase of Fe2+ and a reduced environment, which can provide more detailed information about the metallogeny and water–rock interaction. Since the hyperspectral features of the altered rocks can disclose unique mineralogical and structural information, the conventional classification of alteration zonation should be combined with the spectral feature, i.e., spectral alteration zonation, which is of great help to the understanding of the forming conditions of wall rock alteration and also the high-grade iron ore bodies.
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Research context
OpenAlex topics: Geochemistry and Geologic Mapping · Remote-Sensing Image Classification · Mineral Processing and Grinding
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Resources and Civil Engineering, Northeastern University, Shenyang 110819, China
References (57)
Show source-provided references
1. Barnes, H.L. (1979). Hydrothermal Alteration. Geochemistry of Hydrothermal Ore Deposits, Library of Congress.
2. Pirajno, F. (2009). Hydrothermal Processes and Mineral Systems, Springer Netherlands.10.1007/978-1-4020-8613-7 ↗
3. Barnes, H.L. (1967). Wall rock alteration. Geochemistry of Hydrothermal Ore Deposits, Holt, Rinehart and Winston, Inc.
4. Hydrothermal Alteration in Some Granodiorites
5. Spectral remote sensing for onshore seepage characterization: A critical overview10.1016/j.earscirev.2017.03.004 ↗
6. Alteration mapping on drill cores using a HySpex SWIR-320m hyperspectral camera: Application to the exploration of an unconformity-related uranium deposit (Saskatchewan, Canada)10.1016/j.gexplo.2016.09.008 ↗
7. Greenberger, R.N., Ehlmann, B.L., Jewell, P.W., Birgenheier, L.P., and Green, R.O. (2016, January 21–24). Detection of organic-rich oil shales of the green river formation, Utah, with ground-based imaging spectroscopy. Proceedings of the 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, CA, USA.10.1109/WHISPERS.2016.8071807 ↗
8. Close-range, ground-based hyperspectral imaging for mining applications at various scales: Review and case studies10.1016/j.earscirev.2019.102952 ↗
9. Imaging spectroscopy of geological samples and outcrops: Novel insights from microns to meters10.1130/GSATG252A.1 ↗
10. Visible and near-infrared spectra of minerals and rocks: I silicate minerals
11. Spectra of altered rocks in the visible and near-infrared10.2113/gsecongeo.74.7.1613 ↗
12. High Spectral Resolution Reflectance Spectroscopy of Minerals10.1029/JB095iB08p12653 ↗
13. Independent Laboratory Characterization of NEO HySpex Imaging Spectrometers VNIR-1600 and SWIR-320m-e10.1109/TGRS.2014.2349737 ↗
14. Hydrothermal alteration and diagenesis of terrestrial lacustrine pillow basalts: Coordination of hyperspectral imaging with laboratory measurements10.1016/j.gca.2015.08.024 ↗
15. Application of Imaging Spectroscopy for Mineral Exploration in Alaska: A Study over Porphyry Cu Deposits in the Eastern Alaska Range10.5382/econgeo.2018.4559 ↗
16. Evaluating the Close Range Hyperspectral Data for Feature Identification and Mapping10.1007/s12524-018-0889-5 ↗
17. Quantitative Mineralogy from Infrared Spectroscopic Data. I. Validation of Mineral Abundance and Composition Scripts at the Rocklea Channel Iron Deposit in Western Australia10.2113/econgeo.107.2.209 ↗
18. Quantitative Mineralogy from Infrared Spectroscopic Data. II. Three-Dimensional Mineralogical Characterization of the Rocklea Channel Iron Deposit, Western Australia10.2113/econgeo.107.2.229 ↗
19. Applications of hyperspectral mineralogy for geoenvironmental characterisation10.1016/j.mineng.2016.11.008 ↗
20. Near-infrared laboratory spectroscopy of mineral chemistry: A review
21. Complex patterns in fossilized stromatolites revealed by hyperspectral imaging (400–2496 nm)10.1111/gbi.12184 ↗
22. Discriminating ore and waste in a porphyry copper deposit using short-wavelength infrared (SWIR) hyperspectral imagery10.1016/j.mineng.2016.12.013 ↗
23. Alteration mapping in exploration: Application of short wave infrared (SWIR) spectroscopy
24. Zonation of Alteration Facies at Western Tharsis: Implications for the Genesis of Cu-Au Deposits, Mount Lyell Field, Western Tasmania10.2113/gsecongeo.96.5.1123 ↗
25. Characterization of the hydrothermal systems associated with Archean VMS-mineralization at Panorama, Western Australia, using hyperspectral, geochemical and geothermometric data10.1016/j.oregeorev.2011.07.001 ↗
26. Kokaly, R.F., Hoefen, T.M., Graham, G.E., Kelley, K.D., Johnson, M.R., Hubbard, B.E., Goldfarb, R.J., Buchhorn, M., and Prakash, A. (2016, January 10–15). Mineral information at micron to kilometer scales: Laboratory, field, and remote sensing imaging spectrometer data from the orange hill porphyry copper deposit, Alaska, USA. Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China.10.1109/IGARSS.2016.7730411 ↗
27. Types and general characteristics of the BIF-related iron deposits in China10.1016/j.oregeorev.2013.09.014 ↗
28. The genetic types of rich iron deposits of Anshan roup in AnShan-Benxi area
29. Zhou, S.T. (1994). Geology of BIF Iron Deposits in Anshan-Benxi, Geology Press. (In Chinese).
30. Discussion on geological characteristics and genesis of Gongchangling Rich iron ore deposit
31. Geochemical characteristics and original rock restoration of plagioclase amphibolites in the Gongchangling iron deposit, Liaoning Province
32. Problems on the genesis of the high-grade ore in the pre-sinian (pre-cambrian) banded iron ore deposits of the Anshan-type of LiaoNing and ShanTung provinces
33. Several problems for the fomation of Gongchangling iron ore
34. On the significance of metamorphism in the formation of anshan type iron ore deposits
35. Geology and geochemistry of the marble in the Gongchangling iron deposit in Liaoning Province and their metallogenic significance
36. Formation mechanism of Gongchangling high-grade magnetite deposit hosted in Archean BIF, Anshan-Benxi area, Northeastern China10.1016/j.oregeorev.2013.09.013 ↗
37. Geochemical characterization of Archaean amphibolites from the eastern part of Anshan–Benxi iron producing area, northeastern China: Implication for tectonic setting of BIFs10.1002/gj.2676 ↗
38. Shen, B.F. (1994). The Archean Geology and Mineralization of the Northern—Jinan, Geology Press.
39. Desilicification and iron activation–reprecipitation in the high-grade magnetite ores in BIFs of the Anshan-Benxi area, China: Evidence from geology, geochemistry and stable isotopic characteristics10.1016/j.jseaes.2015.02.011 ↗
40. High-Grade Magnetite Mineralization at 1.86 Ga in Neoarchean Banded Iron Formations, Gongchangling, China: In Situ U-Pb Geochronology of Metamorphic-Hydrothermal Zircon and Monazite10.5382/econgeo.4678 ↗
41. Genetic mineralogy of Gongchangling Iron Mine
42. Precambrian banded iron formations in the North China Craton: Silicon and oxygen isotopes and genetic implications10.1016/j.oregeorev.2013.09.011 ↗
43. Early Neoarchean (2.7 Ga) tectono-thermal events in the North China Craton: A synthesis10.1016/j.precamres.2014.03.019 ↗
44. Progress, prospecting and key scientific problems in origin researches of high-grade iron ore of the banded iron formation (BIF) in the North China Craton
45. Continental crustal evolution and synchronous metallogeny through time in the North China Craton10.1016/j.jseaes.2019.104169 ↗
46. Close-range hyperspectral imaging for geological field studies: Workflow and methods10.1080/01431161.2012.727039 ↗
47. A Combined Derivative Spectroscopy and Savitzky-Golay Filtering Method for the Analysis of Hyperspectral Data10.2747/1548-1603.45.1.1 ↗
48. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky–Golay filter10.1016/j.rse.2004.03.014 ↗
49. Hao, D., Yao, Y., Fu, J., Michalski, J.R., and Song, K. (2020). The Laboratory-Based HySpex Features of Chlorite as the Exploration Tool for High-Grade Iron Ore in Anshan-Benxi Area, Liaoning Province, Northeast China. Appl. Sci., 10.10.3390/app10217444 ↗
50. Clark, R.N., Swayze, G.A., Wise, R.A., Livo, K.E., Hoefen, T.M., Kokaly, R.F., and Sutley, S.J. (2007). USGS Digital Spectral Library Splib06a.10.3133/ds231 ↗
51. Burns, R.G. (1993). Origin of electronic spectra of minerals in the visible and near-infrared region. Remote Geochemical Analysis: Elemental and Mineralogical Composition, Cambridge University Press.
52. Reflectance and emission spectroscopy study of four groups of phyllosilicates: Smectites, kaolinite-serpentines, chlorites and micas10.1180/claymin.2008.043.1.03 ↗
53. Visible and near-infrared spectra of minerals and rocks: XII. Metamorphic rocks
54. Compositional Zoning and Cation Diffusion in Garnets10.1007/978-1-4613-9019-0_4 ↗
55. Burns, R.G. (1993). Mineralogical Applications of Crystal Field Theory, Cambridge University Press.10.1017/CBO9780511524899 ↗
56. Spectral characteristics of chlorites and Mg-serpentines using high-resolution reflectance spectroscopy10.1029/JB094iB10p13997 ↗
57. Rencz, A.N. (1999). Spectroscopy of rocks and minerals, and principles of spectroscopy. Remote Sensing for the Earth Sciences, John Wiley and Sons.