{"title":"芬兰考斯蒂宁锂矿区的土壤地球化学特征:对锂矿定位的影响。","authors":"Bijal Chudasama, Sari Romppanen","doi":"10.1016/j.oreoa.2024.100060","DOIUrl":null,"url":null,"abstract":"<div><p>Lithium is a critical mineral resource for development of hi-tech green energy technologies. Finland is one of the few EU countries with high potential for lithium mineral resources. Presence of significant lithium ore reserves within the rare-element granitic pegmatites classified as LCT (Li-Cs-Ta) pegmatites in the Kaustinen lithium province in Finland, makes it a substantial region for lithium resources in Europe. Hence the present study presents geochemical characterization of the Kaustinen lithium province for lithium exploration targeting. Results of multivariate statistical analysis applied to till geochemical data are presented. These map the geochemical signatures of (a) major lithostratigraphic units and (b) lithium-bearing spodumene pegmatites and differentiate them from the geochemical signatures of other potentially lithium enriched rocks such as mica schists, mica gneisses and granitoids in the region. Two unsupervised clustering algorithms are employed, namely principal component analysis (PCA) and factor analysis (FA). The results indicate that each lithostratigraphic unit is characterized by a distinct geochemical signature which is distinguishable in the factor and PC maps derived. The boundaries of the lithostratigraphic units in the PC and factor maps conform to the units mapped from the geophysical datasets.</p><p>This study demonstrates that FA and PCA of till geochemical data can be used for mapping bedrock lithology in poorly exposed terrains. Additionally, the factor analysis maps also differentiate the Li signature of the mica schists and gneisses of the basement complex from that of pegmatitic granite units, which are interpreted to be the source rocks of the spodumenepegmatite generating fluids. The FA highlights the spatial association of spodumene pegmatites with the mafic metavolcanic lithological units within the Evijärvi-Himanka thrust zone, indicating that the compressional regime during the Svecofennian orogeny in this region provided the structural architecture as well as pre-existing permeable pathways for the parental fluids of the spodumene pegmatites; while at the same time the competency contrast between mafic metavolcanic rocks (amphibolite) and surrounding schists in a compressional regime is interpreted to be one of the controls on the channelization and emplacement of the pegmatitic melts.</p></div>","PeriodicalId":100993,"journal":{"name":"Ore and Energy Resource Geology","volume":"17 ","pages":"Article 100060"},"PeriodicalIF":0.0000,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666261224000221/pdfft?md5=be29e72693133c5bcf5548e8bd854207&pid=1-s2.0-S2666261224000221-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Till geochemical characterization of the Kaustinen lithium province of Finland: Implications for lithium targeting.\",\"authors\":\"Bijal Chudasama, Sari Romppanen\",\"doi\":\"10.1016/j.oreoa.2024.100060\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Lithium is a critical mineral resource for development of hi-tech green energy technologies. Finland is one of the few EU countries with high potential for lithium mineral resources. Presence of significant lithium ore reserves within the rare-element granitic pegmatites classified as LCT (Li-Cs-Ta) pegmatites in the Kaustinen lithium province in Finland, makes it a substantial region for lithium resources in Europe. Hence the present study presents geochemical characterization of the Kaustinen lithium province for lithium exploration targeting. Results of multivariate statistical analysis applied to till geochemical data are presented. These map the geochemical signatures of (a) major lithostratigraphic units and (b) lithium-bearing spodumene pegmatites and differentiate them from the geochemical signatures of other potentially lithium enriched rocks such as mica schists, mica gneisses and granitoids in the region. Two unsupervised clustering algorithms are employed, namely principal component analysis (PCA) and factor analysis (FA). The results indicate that each lithostratigraphic unit is characterized by a distinct geochemical signature which is distinguishable in the factor and PC maps derived. The boundaries of the lithostratigraphic units in the PC and factor maps conform to the units mapped from the geophysical datasets.</p><p>This study demonstrates that FA and PCA of till geochemical data can be used for mapping bedrock lithology in poorly exposed terrains. Additionally, the factor analysis maps also differentiate the Li signature of the mica schists and gneisses of the basement complex from that of pegmatitic granite units, which are interpreted to be the source rocks of the spodumenepegmatite generating fluids. The FA highlights the spatial association of spodumene pegmatites with the mafic metavolcanic lithological units within the Evijärvi-Himanka thrust zone, indicating that the compressional regime during the Svecofennian orogeny in this region provided the structural architecture as well as pre-existing permeable pathways for the parental fluids of the spodumene pegmatites; while at the same time the competency contrast between mafic metavolcanic rocks (amphibolite) and surrounding schists in a compressional regime is interpreted to be one of the controls on the channelization and emplacement of the pegmatitic melts.</p></div>\",\"PeriodicalId\":100993,\"journal\":{\"name\":\"Ore and Energy Resource Geology\",\"volume\":\"17 \",\"pages\":\"Article 100060\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2666261224000221/pdfft?md5=be29e72693133c5bcf5548e8bd854207&pid=1-s2.0-S2666261224000221-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ore and Energy Resource Geology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666261224000221\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ore and Energy Resource Geology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666261224000221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
锂是发展高科技绿色能源技术的重要矿产资源。芬兰是少数几个锂矿产资源潜力巨大的欧盟国家之一。芬兰考斯蒂宁锂矿区被划分为 LCT(Li-Cs-Ta)伟晶岩的稀有元素花岗岩伟晶岩中存在大量锂矿储量,使其成为欧洲锂资源的重要地区。因此,本研究介绍了考斯蒂宁锂矿区的地球化学特征,以确定锂勘探目标。本研究介绍了应用于畋猎地球化学数据的多元统计分析结果。这些结果绘制了(a)主要岩性地层单元和(b)含锂伟晶岩的地球化学特征,并将它们与该地区其他潜在富锂岩石(如云母片岩、云母片麻岩和花岗岩)的地球化学特征区分开来。研究采用了两种无监督聚类算法,即主成分分析(PCA)和因子分析(FA)。结果表明,每个岩性地层单元都具有独特的地球化学特征,这些特征在因子图和 PC 图中都可以区分。PC 图和因子图中岩性地层单元的边界与地球物理数据集所绘制的单元一致。这项研究表明,对耕层地球化学数据进行 FA 和 PCA 分析可用于绘制出露不佳地形的基岩岩性图。此外,因子分析图还将基底复合体的云母片岩和片麻岩的锂特征与伟晶岩花岗岩单元的锂特征区分开来,后者被解释为海绵状伟晶岩生成流体的源岩。FA强调了磷灰石伟晶岩与Evijärvi-Himanka推力带内的黑云母玄武岩岩性单元的空间关联,表明该地区斯维科芬尼造山运动期间的压缩机制为磷灰石伟晶岩的母岩流体提供了结构架构和预先存在的渗透途径;同时,黑云母火山岩(闪长岩)与周围片岩在压缩机制下的能力对比被解释为伟晶岩熔体通道化和位移的控制因素之一。
Till geochemical characterization of the Kaustinen lithium province of Finland: Implications for lithium targeting.
Lithium is a critical mineral resource for development of hi-tech green energy technologies. Finland is one of the few EU countries with high potential for lithium mineral resources. Presence of significant lithium ore reserves within the rare-element granitic pegmatites classified as LCT (Li-Cs-Ta) pegmatites in the Kaustinen lithium province in Finland, makes it a substantial region for lithium resources in Europe. Hence the present study presents geochemical characterization of the Kaustinen lithium province for lithium exploration targeting. Results of multivariate statistical analysis applied to till geochemical data are presented. These map the geochemical signatures of (a) major lithostratigraphic units and (b) lithium-bearing spodumene pegmatites and differentiate them from the geochemical signatures of other potentially lithium enriched rocks such as mica schists, mica gneisses and granitoids in the region. Two unsupervised clustering algorithms are employed, namely principal component analysis (PCA) and factor analysis (FA). The results indicate that each lithostratigraphic unit is characterized by a distinct geochemical signature which is distinguishable in the factor and PC maps derived. The boundaries of the lithostratigraphic units in the PC and factor maps conform to the units mapped from the geophysical datasets.
This study demonstrates that FA and PCA of till geochemical data can be used for mapping bedrock lithology in poorly exposed terrains. Additionally, the factor analysis maps also differentiate the Li signature of the mica schists and gneisses of the basement complex from that of pegmatitic granite units, which are interpreted to be the source rocks of the spodumenepegmatite generating fluids. The FA highlights the spatial association of spodumene pegmatites with the mafic metavolcanic lithological units within the Evijärvi-Himanka thrust zone, indicating that the compressional regime during the Svecofennian orogeny in this region provided the structural architecture as well as pre-existing permeable pathways for the parental fluids of the spodumene pegmatites; while at the same time the competency contrast between mafic metavolcanic rocks (amphibolite) and surrounding schists in a compressional regime is interpreted to be one of the controls on the channelization and emplacement of the pegmatitic melts.