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砷矿物演化与矿物生态初探
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作者 唐鸣昊 滕辉 +2 位作者 陆现彩 王汝成 朱翔宇 《矿物岩石地球化学通报》 CAS CSCD 北大核心 2024年第2期418-427,共10页
矿物是行星演化重要的记录者。地球演化过程中一系列重大的地质事件都是通过研究矿物所记载的相关信息得到证实的。砷(As)是对生命最危险的有毒元素之一,也是指示地球化学环境演变过程的灵敏元素,目前发现的砷矿物超过760种。本文基于... 矿物是行星演化重要的记录者。地球演化过程中一系列重大的地质事件都是通过研究矿物所记载的相关信息得到证实的。砷(As)是对生命最危险的有毒元素之一,也是指示地球化学环境演变过程的灵敏元素,目前发现的砷矿物超过760种。本文基于“矿物演化”和“矿物生态学”的概念,研究砷矿物多样性,分析其深时演化过程。结果发现,随着地质历史的演进,砷矿物多样性呈现幕式增长特点,其增长期与超大陆碰撞期以及大氧化期相对应。这主要和超大陆碰撞期热液和风化活动增强促进As的迁移转化,以及大氧化期As从还原态向成矿及迁移能力更强的氧化态转变有关。另外,根据现有砷矿物产地-砷矿物种类数据,基于泊松-对数正态分布LNRE(大量罕见事件)模型,预测地壳中至少存在1958种砷矿物,其中263种出现的概率超过95%,其形成主要受“决定性因素”控制;而大部分砷矿物出现概率较小,其中184种出现的概率甚至低于0.1%,形成主要受“偶然性因素”控制。 展开更多
关键词 矿物 矿物演化 矿物生态学 矿物多样性
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大数据和机器学习在矿物学研究中的应用 被引量:1
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作者 李晓彦 张超 《矿物岩石地球化学通报》 CAS CSCD 北大核心 2023年第2期253-266,I0003,共15页
矿物的形成演化史和时空分布伴随着地球从星云阶段演化至今的46亿年地质历史,其形成过程受控于一系列物理、化学、生物过程,是地球多圈层耦合演化的产物。矿物大数据催生了矿物演化和矿物生态学概念,使我们以系统的眼光看待矿物形成和... 矿物的形成演化史和时空分布伴随着地球从星云阶段演化至今的46亿年地质历史,其形成过程受控于一系列物理、化学、生物过程,是地球多圈层耦合演化的产物。矿物大数据催生了矿物演化和矿物生态学概念,使我们以系统的眼光看待矿物形成和演化历史、矿物分布和矿物多样性,并可以据此更好的理解地球多圈层演化。应用统计方法和网络分析方法研究矿物大数据,可以帮助我们预测新矿物的数量、可能的结构和可能出现的地点,以及深入理解复杂矿物共生网络中矿物的成因联系和演化趋势。机器学习算法在矿物化学数据方面的应用,有助于解析高维矿物化学数据蕴含的物理化学控制因素,以及用于定量估计难测元素的含量、建立温度压力计和判别源区类型等任务。以数据驱动的矿物学研究必将成为反演地球演化历史的有力工具。 展开更多
关键词 大数据 机器学习 矿物演化 矿物生态学 矿物分子式 温压计
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Iron L-edge and sulfur K-edge XANES spectroscopy analysis of pyrite leached by Acidianus manzaensis
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作者 刘红昌 夏金兰 +5 位作者 聂珍媛 马亚龙 马陈燕 郑雷 洪才浩 赵屹东 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第7期2407-2414,共8页
Iron L-edge and sulfur K-edge X-ray absorption near edge structure(XANES) spectroscopy analysis of pyrite leached by extreme thermophilic Archaea strain Acidianus manzaensis(A.manzaensis) was carried out.Leaching ... Iron L-edge and sulfur K-edge X-ray absorption near edge structure(XANES) spectroscopy analysis of pyrite leached by extreme thermophilic Archaea strain Acidianus manzaensis(A.manzaensis) was carried out.Leaching experiments show that the oxidation of pyrite can be accelerated by A.manzaensis.Leaching results show that with the increase of leaching time,pH value in the leaching solution gradually decreases,redox potential increases rapidly from day 0 to day 3,and then increases slowly.The SEM results show that the pyrite surfaces are corroded gradually by A.manzaensis,and the XRD results show that the leaching residues contain new compositions of jarosite and elemental sulfur(S0).The iron L-edge XANES spectroscopy analysis of pyrite during biooxidation indicates that pyrite is gradually converted to Fe(III)-containing species.The sulfur K-edge XANES spectroscopy analysis indicates that elemental sulfur is produced during bioleaching and maintains mass fractions of 3.2%-5.9%.Sodium thiosulfate was also detected from day 2 to day 4,indicating the existence of thiosulfate during biooxidation of pyrite. 展开更多
关键词 PYRITE BIOLEACHING chemical speciation XANES Acidianus manzaensis
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Comparative study on bioleaching of two different types of low-grade copper tailings by mixed moderate thermophiles 被引量:9
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作者 Xiao-dong HAO Xue-duan LIU +4 位作者 Qin YANG Hong-wei LIU Hua-qun YIN Guan-zhou QIU Yi-li LIANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2018年第9期1847-1853,共7页
The bioleaching of two different types of low-grade copper tailings,acid-leaching tailings(ALT)and copper flotation tailings(CFT)by mixed moderate thermophiles,and the variation of mineralogical and microbiological ch... The bioleaching of two different types of low-grade copper tailings,acid-leaching tailings(ALT)and copper flotation tailings(CFT)by mixed moderate thermophiles,and the variation of mineralogical and microbiological characteristics during their dissolution processes were comparatively investigated.Results showed that bioleaching behaviors of the two types of tailings were significantly different.In ALT bioleaching,lower redox potential,higher[Fe3+]/[Fe2+]ratio and higher cell density in solution were obtained.These resulted in higher total copper,primary copper sulfide and secondary copper sulfide extractions,compared with CFT bioleaching.X-ray diffraction analysis suggested that gypsum and some metal organic complexes were detected in CFT bioleaching,which could cause the sluggish oxidation of sulphide minerals.The shifts of microbial community in the leachates and leaching residues varied greatly between ALT and CFT bioleaching.The percentage of iron-oxidizing bacteria in ALT bioleaching was higher than that of CFT,but the sulfur-oxidizing bacteria percentage was the opposite.The archaeon F.thermophilum L1 was detected in ALT but not in CFT. 展开更多
关键词 BIOLEACHING TAILINGS microbial community dynamics mineralogical analysis
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Influence of sulfur addition/solids content ratio on removal of heavy metals from mine tailings by bioleaching 被引量:4
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作者 贺仲兵 廖婷 +3 位作者 刘云国 肖玉 李婷婷 王慧 《Journal of Central South University》 SCIE EI CAS 2012年第12期3540-3545,共6页
The effect of sulfur addition/solids content(SA/SC)ratio on heavy metals(e.g.copper,zinc and lead)obtained from mine tailings by indigenous sulfur-oxidizing bacteria was studied,and the changes in the chemical forms o... The effect of sulfur addition/solids content(SA/SC)ratio on heavy metals(e.g.copper,zinc and lead)obtained from mine tailings by indigenous sulfur-oxidizing bacteria was studied,and the changes in the chemical forms of heavy metals after bioleaching were explored.The results show that the solubilization of metals is significantly influenced by SA/SC ratio,and SA/SC ratio of 2.50 is found to be the best for bacterial activity and metal solubilization among six SA/SC ratios tested(such as 1.00,1.33,1.50,1.67,2.00 and 2.50)under the chosen experimental conditions.The pH decreases fast and the maximum solubilizations of copper and zinc are respectively 81.76% and 84.35% while that of lead only reaches 40.36%.After bioleaching,the chemical forms of heavy metals have changed.The metals remained in mine tailings are mainly found in residual fractions,which is harmless to the surrounding environment. 展开更多
关键词 BIOLEACHING mine tailings sulfur addition solid content heavy metals
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