A. Bajadi , M. Ouchchen , D. El Azzab , L. Achkouch , B. Dadi , E.H. Abia , B. Sadeghi
{"title":"通过整合直升机载磁和河流沉积物数据来定位潜在的钴矿床:来自摩洛哥中部Anti-Atlas的Bou Azzer Inlier的见解","authors":"A. Bajadi , M. Ouchchen , D. El Azzab , L. Achkouch , B. Dadi , E.H. Abia , B. Sadeghi","doi":"10.1016/j.oregeorev.2025.106807","DOIUrl":null,"url":null,"abstract":"<div><div>The study was conducted in the Bou Azzer-El Graara inlier, located in the Central Anti-Atlas chain of Morocco. It is based on a methodological approach aimed at deducing the structural framework of the region and establishing the spatial distribution of geochemical associations to map areas with high cobalt potential. To achieve this, a comprehensive analysis of helicopter-borne magnetic and stream sediment geochemical data was carried out. The magnetic data included the residual magnetic field map (RMI) and the reduced-to-pole map (RTP), which were used for lithological analysis. These maps helped with identifying magnetic anomalies, some of which are associated with the Bou Azzer ophiolitic complex that hosts cobalt mineralization. Additionally, the tilt derivative (TDR) and CET transformation were applied for structural purposes, enabling the mapping of magnetic lineaments oriented WNW-ESE, NE-SW, and E-W. A depth estimation map of magnetic sources was also produced using the Euler deconvolution method (ED), revealing depths ranging from 60 m to 5900 m. Stream sediment geochemical data were processed using factor analysis, further refined by the GMPI method. This approach identified three main geochemical associations: first association: Co-As-Au-Cu, second association: Ni-Cr, and third association: Fe. An in-depth analysis of the results using fuzzy logic was carried out on the metallotects of cobaltiferous mineralizations, highlighting a significant correlation between structural complexity and the spatial distribution of geochemical anomalies. This modeling, presented as a mineral prospectivity map, led to the identification of five potential zones for the discovery of new cobaltiferous occurrences. This validation underscores the relevance and efficiency of the methods applied in mineral exploration within the region.</div></div>","PeriodicalId":19644,"journal":{"name":"Ore Geology Reviews","volume":"185 ","pages":"Article 106807"},"PeriodicalIF":3.6000,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Targeting potential cobalt deposits through integration of helicopter-borne magnetic and stream sediment data: Insights from the Bou Azzer Inlier, Central Anti-Atlas, Morocco\",\"authors\":\"A. Bajadi , M. Ouchchen , D. El Azzab , L. Achkouch , B. Dadi , E.H. Abia , B. Sadeghi\",\"doi\":\"10.1016/j.oregeorev.2025.106807\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The study was conducted in the Bou Azzer-El Graara inlier, located in the Central Anti-Atlas chain of Morocco. It is based on a methodological approach aimed at deducing the structural framework of the region and establishing the spatial distribution of geochemical associations to map areas with high cobalt potential. To achieve this, a comprehensive analysis of helicopter-borne magnetic and stream sediment geochemical data was carried out. The magnetic data included the residual magnetic field map (RMI) and the reduced-to-pole map (RTP), which were used for lithological analysis. These maps helped with identifying magnetic anomalies, some of which are associated with the Bou Azzer ophiolitic complex that hosts cobalt mineralization. Additionally, the tilt derivative (TDR) and CET transformation were applied for structural purposes, enabling the mapping of magnetic lineaments oriented WNW-ESE, NE-SW, and E-W. A depth estimation map of magnetic sources was also produced using the Euler deconvolution method (ED), revealing depths ranging from 60 m to 5900 m. Stream sediment geochemical data were processed using factor analysis, further refined by the GMPI method. This approach identified three main geochemical associations: first association: Co-As-Au-Cu, second association: Ni-Cr, and third association: Fe. An in-depth analysis of the results using fuzzy logic was carried out on the metallotects of cobaltiferous mineralizations, highlighting a significant correlation between structural complexity and the spatial distribution of geochemical anomalies. This modeling, presented as a mineral prospectivity map, led to the identification of five potential zones for the discovery of new cobaltiferous occurrences. This validation underscores the relevance and efficiency of the methods applied in mineral exploration within the region.</div></div>\",\"PeriodicalId\":19644,\"journal\":{\"name\":\"Ore Geology Reviews\",\"volume\":\"185 \",\"pages\":\"Article 106807\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-07-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ore Geology Reviews\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0169136825003671\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GEOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ore Geology Reviews","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169136825003671","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOLOGY","Score":null,"Total":0}
Targeting potential cobalt deposits through integration of helicopter-borne magnetic and stream sediment data: Insights from the Bou Azzer Inlier, Central Anti-Atlas, Morocco
The study was conducted in the Bou Azzer-El Graara inlier, located in the Central Anti-Atlas chain of Morocco. It is based on a methodological approach aimed at deducing the structural framework of the region and establishing the spatial distribution of geochemical associations to map areas with high cobalt potential. To achieve this, a comprehensive analysis of helicopter-borne magnetic and stream sediment geochemical data was carried out. The magnetic data included the residual magnetic field map (RMI) and the reduced-to-pole map (RTP), which were used for lithological analysis. These maps helped with identifying magnetic anomalies, some of which are associated with the Bou Azzer ophiolitic complex that hosts cobalt mineralization. Additionally, the tilt derivative (TDR) and CET transformation were applied for structural purposes, enabling the mapping of magnetic lineaments oriented WNW-ESE, NE-SW, and E-W. A depth estimation map of magnetic sources was also produced using the Euler deconvolution method (ED), revealing depths ranging from 60 m to 5900 m. Stream sediment geochemical data were processed using factor analysis, further refined by the GMPI method. This approach identified three main geochemical associations: first association: Co-As-Au-Cu, second association: Ni-Cr, and third association: Fe. An in-depth analysis of the results using fuzzy logic was carried out on the metallotects of cobaltiferous mineralizations, highlighting a significant correlation between structural complexity and the spatial distribution of geochemical anomalies. This modeling, presented as a mineral prospectivity map, led to the identification of five potential zones for the discovery of new cobaltiferous occurrences. This validation underscores the relevance and efficiency of the methods applied in mineral exploration within the region.
期刊介绍:
Ore Geology Reviews aims to familiarize all earth scientists with recent advances in a number of interconnected disciplines related to the study of, and search for, ore deposits. The reviews range from brief to longer contributions, but the journal preferentially publishes manuscripts that fill the niche between the commonly shorter journal articles and the comprehensive book coverages, and thus has a special appeal to many authors and readers.