Extracting hydrothermally altered information using WorldView-3 data: a case study of Huitongshan, NW Gansu, China

Frontiers in Earth Science

Earth Science

Fuyuan Xie¹  Shunda Li²  Fang Xia²  Chuan Chen³  Lingling Gao³ 

[1] College of Geological and Mining Engineering, Xinjiang University, Urumqi, China;College of Geological and Mining Engineering, Xinjiang University, Urumqi, China;Xinjiang Key Laboratory for Geodynamic Processes and Metallogenic Prognosis of the Central Asian Orogenic Belt, Urumqi, China;College of Geological and Mining Engineering, Xinjiang University, Urumqi, China;Xinjiang Key Laboratory for Geodynamic Processes and Metallogenic Prognosis of the Central Asian Orogenic Belt, Urumqi, China;Xinjiang Natural Resources and Ecological Environment Research Center, Urumuqi, China;

关键词: WorldView-3;    mineral index method;    principal component analysis;    Huitongshan;    Gansu;   

DOI  :  10.3389/feart.2023.1250591

 received in 2023-06-30, accepted in 2023-09-07,  发布年份 2023

来源: Frontiers

【 摘 要 】

Introduction: The Huitongshan skarn-type deposits, in which ore bodies primarily occur in the outer contact zone between K-feldspar granite and marble in the Beishan area, are evidently related to hydrothermal alteration of the surrounding rock. Key mineral alteration processes include serpentinization, epidotization, chloritization, carbonatization, jarosite, ferritization, and hematitization.Methods: WorldView-3 (WV-3), a satellite-recorded high-spatial resolution multispectral image, has been widely used in the exploration and prediction of different types of deposits around the world. In this study, WV-3 multispectral images were used to extract the spatial distribution data of the main altered minerals in the Huitongshan area. Dedicated radiometric calibration, atmospheric correction, and image fusion were used to pre-process the extracted spectral information related to hydrothermal alteration. In addition, directed principal component analysis (PCA) and a unique mineral index were designed based on the effective use of the WV-3 data band corresponding to the spectral absorption characteristics of altered minerals.Results: The findings of this study show that the PCA model and mineral index pro-posed herein are reliable both in theory and for practically obtaining extraction information. Additionally, the WV-3 data are well suited for identifying hydroxy-bearing alterations with rich short-wave infrared bands that distinguish Fe-OH–bearing alterations from Mg-OH–bearing alterations. The results obtained were applied to identify potential targets for skarn-type copper deposits and the implementation of prospecting practices.Discussion: This study provides a basis for the application of WV-3 data as an important and effective tool for alteration information extraction and determination of prospecting practice, thereby proving the validity of multispectral remote sensing images in mineral resource exploration.

【 授权许可】

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Copyright © 2023 Chen, Gao, Xie, Xia and Li.