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Oligocene and Late Miocene-Pleistocene Elemental Records of Sedimentary Provenance, Basin Evolution, Chemical Weathering and Depositional Environment from the Northern South China Sea
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-01-05 DOI: 10.1007/s10498-024-09437-4
P. Duraimaran, Devleena Mani, Dhananjai K. Pandey, A. Keshav Krishna

The elemental records of the sediments from two IODP cores, U1501C (Oligocene and Late Miocene-Pliocene) and U1499A (Pliocene to Pleistocene) in the Northern South China Sea have been studied here to understand the variability in the sedimentary provenance and depositional environment, which are impacted by the tectonic and East Asian monsoon evolution through time. The major oxides and REE abundances indicate the sources of sediment influx to be significantly from the South China, North and North eastern parts of SCS since ~ 33 Ma, and prominent contributions from Pearl River, Hainan Island and Taiwanese rivers since ~8.3 Ma. The depositional redox is corroborated by the Ce anomaly and trace element proxies such as U/Th, V/Cr, V/(V + Ni), and Ni/Co. The chemical weathering intensity, evidenced by the Chemical Index of Alteration and major elements (Ca/Ti, Na/Ti, Al/K, Al/Ti, AL/Na), and La/Sm ratios, was observed to be low. Early Oligocene witnessed the deposition of littoral sediments, caused by the initial rifting and spreading in SCS. During the late Miocene (~ 8.3 Ma), sedimentation was influenced by the prevailing arid climate and intensification of East Asian Winter monsoon (EAWM). Since Pliocene–Pleistocene (~ 5.3 Ma−0.01 Ma), the sediment deposition remained unaffected by tectonism, but was majorly influenced by the intensification of EAWM and the glacial-interglacial cycles.

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引用次数: 0
Recent changes in physical and biogeochemical state in residual basins of the Aral Sea
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-31 DOI: 10.1007/s10498-024-09436-5
Natalia Yu. Andrulionis, Alexander S. Izhitskiy, Alexander S. Savvichev, Peter O. Zavialov

The Aral Sea is well known throughout the World as an inland lake disappearing due to unsustainable use of natural water resources for economic purposes. The degradation of the sea led to irreversible transformations of the ecosystem in the region and other destructive consequences. It has become a natural laboratory, allowing the study of the morphometric transformation of the properties of its waters under the influence of environmental conditions. This article is devoted to the study of temporal variability in the biogeochemical and physical characteristics with an emphasis on the metamorphosis of the ionic composition of the Aral waters and its individual water bodies (i.e., the Large and Small Aral Seas, Lakes Chernyshev and Tshchebas) in the period 1873 − 2022 based on newly obtained (2021 and 2022) and literature data. Periods of hydrochemical evolution are identified reflecting the order of salt deposition lasting for several years. The latest of these periods lasted from 2014 to 2022 waters in the salinity range of 126˗244 ‰. It was characterized by the ({text{SO}}_{4}^{2-})/Clˉ ratio of 0.31, while Mg2⁺/Na+ 0.34 and Ca2⁺/Na+ 0.02. Migration curves for the Aral Sea's water reflect the influence of a number of regional features on the formation of the ion-salt composition of waters was constructed. The biogeochemical features of the final stage of the Aral Sea are discussed using the example of the former bay and now lake Chernyshev. Its salinity of ~ 243 ‰ and the microbial community inhabiting it, along with the ionic composition, determines the properties of its waters.

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引用次数: 0
Biogeochemical and environmental characteristics of sediment humic acids in lakes of European taiga zone
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-12-31 DOI: 10.1007/s10498-024-09435-6
Alina V. Guzeva, Zakhar I. Slukovskii

This study investigates the biogeochemical and environmental characteristics of humic acids isolated from sediment samples of five lakes located in the European taiga zone. Sediment samples were analyzed using advanced techniques, including CHN analysis, solid-state 13C-NMR spectroscopy, and FTIR spectroscopy. The results show that the humic acids from the studied lake sediments exhibit lower degrees of aromaticity compared to those in terrestrial soils, indicating a lower degree of humification under aquatic reducing conditions. This suggests that aquatic environments favor the preservation of relatively labile organic compounds. The affinity of metals to form complexes with the humic acids varied among the lakes, with metals such as Co, Pb, V, and Sb forming stable chelate complexes, while Mn and Cd exhibited higher geochemical mobility. The findings provide insight into the role of humic substances in controlling the distribution and mobility of metals in aquatic ecosystems, contributing to our understanding of biogeochemical processes in taiga lake environments.

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引用次数: 0
Quantification of Post-monsoon CO2 Degassing Flux from the Headwaters of the Ganga River: Emphasis on Weathering Pattern of the Basin 恒河源头季风后二氧化碳脱气通量的量化:重视流域的风化模式
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-05 DOI: 10.1007/s10498-024-09434-7
Nikitasha Chatterjee, Anil K. Gupta, Sameer K. Tiwari, Kuppusamy Mohan, Kanishak Sharma

Research on the carbon-cycling process in high-altitude streams is crucial for understanding whether carbon acts as a source or sink for the atmosphere during present times of global climate change. In this study, we have quantified the post-monsoon CO2 flux (FCO2) from the Bhagirathi and Alaknanda rivers, which are two pristine watersheds in the Upper Ganga Basin in India with the help of analytical hydrochemistry and PHREEQC v.3.7.3 software. Our results show FCO2 values of 88 gCO2m⁻2d⁻1 and 175 gCO2m⁻2d⁻1 from the upstream reaches of Bhagirathi and Alaknanda Rivers, respectively, which is significantly greater than the fluxes observed in the downstream reaches (18 gCO2m⁻2d⁻1 and 4.1 gCO2m⁻2d⁻1, respectively). This difference in FCO2 is attributed to the major variation in gas transfer velocity (kCO₂) along elevation, with the upstream section exhibiting approximately eight times higher kCO2 than the downstream section. The steeper bed slope leads to increased turbulence and energy dissipation at higher altitudes, enhancing the kCO2 values. The partial pressure of CO2 in the rivers was found to be approximately 2.5 times greater than the atmosphere. Our findings suggest that form-drag turbulence instead of bed friction, prevalent in the high-gradient reaches of the rivers, is the main driver of CO2 degassing into the atmosphere. This study shows that Ganga headwater streams are sources of CO2 to the atmosphere and underscores the need for monitoring other Himalayan streams for CO2 flux.

研究高海拔溪流中的碳循环过程对于了解在当前全球气候变化时期,碳是大气的源还是汇至关重要。在这项研究中,我们利用水化学分析方法和 PHREEQC v.3.7.3 软件,对印度上甘加盆地的两个原始流域--巴吉拉蒂河和阿拉克南达河的季风后二氧化碳通量(FCO2)进行了量化。我们的研究结果表明,Bhagirathi 河和 Alaknanda 河上游的 FCO2 值分别为 88 gCO2m-2d-1 和 175 gCO2m-2d-1,明显高于下游观测到的通量(分别为 18 gCO2m-2d-1 和 4.1 gCO2m-2d-1)。FCO2 的这一差异归因于气体传输速度(kCO₂)沿海拔高度的重大变化,上游河段的 kCO2 大约是下游河段的八倍。陡峭的河床坡度导致高海拔地区的湍流和能量耗散增加,从而提高了 kCO2 值。研究发现,河流中的二氧化碳分压约为大气中的 2.5 倍。我们的研究结果表明,在高梯度河流中普遍存在的形拖湍流(而非河床摩擦)是二氧化碳向大气脱气的主要驱动力。这项研究表明,恒河上游溪流是大气中二氧化碳的来源,并强调了监测喜马拉雅山其他溪流二氧化碳通量的必要性。
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引用次数: 0
Preface to the Special Issue on "The Hydrochemistry and Isotope Geochemistry of Alkaline Lakes and Brine Systems": A Tribute to Paolo Censi 碱性湖泊和盐水系统的水化学和同位素地球化学 "特刊序言:向保罗-岑西致敬
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-23 DOI: 10.1007/s10498-024-09433-8
Yongjie Lin, Pierpaolo Zuddas
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引用次数: 0
Origin and Formation Mechanisms of Potassium- and Lithium-Rich Brines in the Triassic Strata of Northeastern Sichuan Basin, South China 华南四川盆地东北部三叠系地层富钾、富锂卤水的成因及形成机制
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-08-07 DOI: 10.1007/s10498-024-09429-4
Jiaai Zhong, Yongjie Lin, Fuming Wang, Kelu Su, Zhu Liu, Debo Sheng, Hongbin Li, Bo Pang

The northeastern Sichuan Basin hosts deep brines with unusually high concentrations of potassium (K) and lithium (Li). This study examines deep brines abundant in K and Li in northeastern Sichuan Basin. Brine samples from Well ZK601 underwent comprehensive analysis for major elements, trace elements, and Sr isotopes. Lithium content in core samples correlated with regional brine reservoir features. Brine samples showed a salinity range of 354.6–363 g/L, with varying contents of Na+ (101–106 g/L), K+ (28.92–34.84 g/L), Cl (202.1–206 g/L), Br (2110–2980 mg/L), and Li+ (169.5–204.5 mg/L). The 87Sr/86Sr ratio in brine was 0.708324. Li notably increased post-green bean rock deposition in 71 core samples. The ratios are as follows: Br × 103/Cl is 10.24, K × 103/Cl is 169.13, nNa/nCl is 0.74, and SO4 × 103/Cl is 0.49. These brines likely originated from ancient seawater, evolving via rock interactions during burial, notably enriching K and Li through gypsum dehydration. Geochemical traits and Sr isotopes affirm ancient seawater origin, stressing continual water–rock interactions. The volcanic activity contributed significantly to lithium enrichment, consolidated during later burial stages. Brine reservoirs, mostly in formations like dolomite within the Jialingjiang Formation, associate closely with fractured zones. Structural traps define distribution, while fault systems govern enrichment. Accumulation mainly occurs in fractured zones, reflecting a mineralization model of seawater origins, metamorphism, filtration, and structural enrichment. In summary, our model outlines a transformation from seawater origins to structural controls enriching K and Li in deep brines in northeastern Sichuan Basin.

四川盆地东北部的深层卤水钾(K)和锂(Li)含量异常高。本研究考察了四川盆地东北部富含钾和锂的深层卤水。对来自 ZK601 井的卤水样本进行了主要元素、微量元素和锶同位素的全面分析。岩心样品中的锂含量与区域卤水储层特征相关。盐水样本的盐度范围为 354.6-363 克/升,其中 Na+(101-106 克/升)、K+(28.92-34.84 克/升)、Cl-(202.1-206 克/升)、Br-(2110-2980 毫克/升)和 Li+(169.5-204.5 毫克/升)的含量各不相同。盐水中的 87Sr/86Sr 比率为 0.708324。在 71 个岩心样本中,绿豆石沉积后 Li 显著增加。其比率如下Br × 103/Cl 为 10.24,K × 103/Cl 为 169.13,nNa/nCl 为 0.74,SO4 × 103/Cl 为 0.49。这些卤水可能源于古海水,在埋藏过程中通过岩石相互作用发生演变,特别是通过石膏脱水富集了 K 和 Li。地球化学特征和锶同位素证实了其来源于古海水,强调了水与岩石之间持续的相互作用。火山活动大大促进了锂的富集,并在后期埋藏阶段得到巩固。卤水储层主要位于嘉陵江地层中的白云岩等地层中,与断裂带密切相关。构造陷落决定了分布,而断层系统则决定了富集。积聚主要发生在断裂带,反映了海水起源、变质、过滤和构造富集的成矿模式。总之,我们的模型概述了四川盆地东北部深层卤水中钾和锂的富集从海水起源到构造控制的转变。
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引用次数: 0
Geochemical Behaviour and Influencing Factors of Salt-Forming Elements in Lithium-Rich Salt Lake Region: A Case Study from the Nalenggele River Basin, Qaidam Basin 富锂盐湖区成盐元素的地球化学行为和影响因素:柴达木盆地那棱格勒河流域案例研究
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-27 DOI: 10.1007/s10498-024-09432-9
Huibin Zhao, Weiliang Miao, Xiying Zhang, Wenxia Li

To deepen the comprehension of the geochemical behaviour of salt-forming elements (K, Li, B, Ca, Mg, Sr) and distribution patterns in the primary lithium-rich salt lake region of Qaidam Basin, 31 river and lake surface sediments from various hydrogeological settings spanning high mountain to terminal salt lake regions were gathered from the Nalenggele River, the primary feeder river of the lithium-rich salt lakes. Through sequential extraction procedure, we identified notable variances in the chemical speciation of elements across various hydrological environments. Excluding elements bound to the residual fraction, all other chemical speciation content of salt-forming elements show distinct regional variations, suggesting a predominant influence of evaporation and hydrodynamic and the inherent chemical properties of elements are also very important in determining their chemical speciation distribution characteristics. Meanwhile, we have found that in addition to being absorbed and fixed by secondary clay minerals, Li bound to Fe–Mn oxides may also play a crucial role in Li isotope fractionation from the river to the terminal salt lake brine and the precipitation of evaporation salt minerals could influence the B isotope fractionation to a certain extent. Furthermore, The Li and B lost to sediments during the migration process have potential utility and there is scope for enhanced exploitation in the future. Therefore, the results obtained from the sequential extraction procedure of sediments evidently serve as a valuable method for understanding the geochemical behaviour of salt-forming elements in the epigenetic environment.

为了加深对柴达木盆地原生富锂盐湖区成盐元素(K、Li、B、Ca、Mg、Sr)的地球化学行为和分布模式的理解,我们从富锂盐湖的主要支流那棱格勒河收集了 31 块河湖表层沉积物,这些沉积物来自不同的水文地质环境,从高山到末端盐湖区。通过顺序萃取程序,我们确定了不同水文环境中元素化学标示的显著差异。除去与残余部分结合的元素外,其他成盐元素的化学标示含量均表现出明显的区域差异,这表明蒸发和水动力的影响占主导地位,而元素固有的化学性质也是决定其化学标示分布特征的重要因素。同时,我们还发现,除了被次生粘土矿物吸收和固定外,与铁锰氧化物结合的 Li 也可能在从河流到终端盐湖卤水的 Li 同位素分馏中起着关键作用,而蒸发盐矿物的沉淀也会在一定程度上影响 B 同位素分馏。此外,在迁移过程中流失到沉积物中的锂和硼具有潜在的用途,未来有加强开发利用的空间。因此,沉积物顺序提取程序所获得的结果显然是了解成盐元素在表生环境中地球化学行为的一种有价值的方法。
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引用次数: 0
Mechanisms Underlying the Bromine Anomaly in the Brine of the Jingbian Gas Field, Ordos Basin, Northwestern China 中国西北部鄂尔多斯盆地靖边气田卤水中溴异常的成因机制
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-26 DOI: 10.1007/s10498-024-09431-w
Fu Fan, Fanwei Meng, Yunqi Ma, Hongping Bao, Zhanrong Ma, Saif Ur Rehman

Bromine (Br) is a vital chemical raw material primarily obtained from marine brine. The bromine/chlorine (Br/Cl) ratio serves as a crucial indicator for predicting marine potash mineralization in evaporites. As salinity increases, bromine gradually accumulates through evaporation in residual brine. During the process of brine evaporation to the potassium salt stage, the bromine content in the brine can exceed 1000 ppm. The marine brine sourced from the weathering crust reservoir at the top of the Ordovician Majiagou Formation in the Jingbian gas field, Ordos Basin, in northwestern China, displays an exceptionally high bromine content (averaging 1590 ppm), surpassing levels found in contemporary seawater. Based on analysis of major compositions, only brine evaporates to the gypsum stage. Despite extensive exploration in the region, large-scale potassium salt deposits have not been identified. This heightened concentration of bromine in low salinity brine suggests supplementation from additional organic bromine sources. The strata adjacent to the high-bromine oil field water in the Jingbian gas field, Ordos Basin, consist of the Ordovician marine evaporite strata of the Majiagou Formation and the overlying Carboniferous and Permian marine and continental deposits rich in fossil algae. Interactions between hydrocarbons and oilfield water contribute to the notable bromine anomaly observed in the Jingbian gas field in the Ordos Basin. Elevated bromine levels have also been noted in brine from various oil fields worldwide. Through an analysis of the major compositions of brines and bromine, this study will elucidate the reasons behind the presence of high bromine brines.

溴(Br)是一种重要的化学原料,主要来自海洋卤水。溴/氯(Br/Cl)比率是预测蒸发岩中海洋钾盐矿化的重要指标。随着盐度的增加,溴会通过残留盐水中的蒸发而逐渐积累。在盐水蒸发到钾盐阶段的过程中,盐水中的溴含量可超过 1000 ppm。来自中国西北部鄂尔多斯盆地靖边气田奥陶系马家沟层顶部风化壳储层的海洋卤水显示出极高的溴含量(平均 1590 ppm),超过了当代海水中的水平。根据主要成分分析,只有盐水蒸发到石膏阶段。尽管在该地区进行了大量勘探,但尚未发现大规模的钾盐矿藏。低盐度盐水中溴浓度的升高表明,还有其他有机溴源的补充。鄂尔多斯盆地靖边气田高溴油田水附近的地层由奥陶系马家沟组海相蒸发岩地层和上覆石炭系和二叠系海相及大陆沉积层组成,其中富含藻类化石。碳氢化合物与油田水之间的相互作用导致在鄂尔多斯盆地靖边气田观察到明显的溴异常。在全球多个油田的卤水中也发现了溴含量升高的现象。通过分析卤水和溴的主要成分,本研究将阐明出现高溴卤水的原因。
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引用次数: 0
Modeling Impacts of Fe Activity and H2 Partial Pressure on Hydrogen Storage in Shallow Subsurface Reservoirs 模拟铁活性和 H2 分压对浅层地下储层储氢的影响
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-23 DOI: 10.1007/s10498-024-09430-x
Arkajyoti Pathak, Samuel Bowman, Shikha Sharma

Advancing underground hydrogen storage (UHS) is essential for a sustainable, emission-free future, with its success highly contingent on the unique properties of each subsurface reservoir. To ensure optimal storage, detailed site assessments are required. One of the critical gaps in knowledge necessary for ensuring safe storage is geochemical redox reactions, especially those involving iron. These redox reactions are crucial as they influence hydrogen retention or loss in the subsurface environments. In this study, we have theoretically addressed hydrogen consumption via abiotic reduction of a Fe3+ oxide under different Fe2+ activities. Simulations indicate that in scenarios, where the initial hydrogen partial pressure is extremely low (around 10−5 bars), decreasing the activity of Fe2+ by a factor of 10 can lead to a marked decrease in the initial hydrogen pressure by a maximum factor of 1000 within a few years. Variations in Fe2+ activity can significantly influence abiotic hydrogen consumption only under very low hydrogen partial pressures. This is primarily due to enhanced dissolution of Fe3+ oxides. In comparison, in conditions where hydrogen partial pressure is higher (> 10−2 bars), reduction of Fe3+ oxide can yield magnetite, resulting in a muted loss of hydrogen over time. The transition in the reduction behavior of Fe3+ oxide from a ‘dissolution-driven’ process to ‘magnetite crystallization,’ which also determines the fate of stored hydrogen, depends on initial hydrogen partial pressure. Our results demonstrate that low quantities of hydrogen can be maintained within typical storage cycles spanning less than a year, depending upon aqueous Fe content.

推进地下储氢(UHS)对实现可持续、无排放的未来至关重要,其成功与否在很大程度上取决于每个地下储层的独特性质。为了确保最佳的储存效果,需要进行详细的现场评估。地质化学氧化还原反应,尤其是涉及铁的氧化还原反应,是确保安全封存所必需的关键知识缺口之一。这些氧化还原反应至关重要,因为它们会影响地下环境中氢的保留或流失。在本研究中,我们从理论上探讨了在不同的 Fe2+ 活性下,通过非生物还原 Fe3+ 氧化物消耗氢的问题。模拟结果表明,在初始氢分压极低(约 10-5 巴)的情况下,将 Fe2+ 活性降低 10 倍,可导致初始氢压在几年内显著下降,最大降幅可达 1000 倍。只有在氢分压非常低的情况下,Fe2+活性的变化才会对非生物氢消耗产生重大影响。这主要是由于 Fe3+ 氧化物的溶解增强所致。相比之下,在氢分压较高(10-2 巴)的条件下,Fe3+ 氧化物的还原会产生磁铁矿,从而导致氢的长期静态损失。Fe3+ 氧化物的还原行为从 "溶解驱动 "过程到 "磁铁矿结晶 "的转变,也决定了储存氢的命运,这取决于初始氢分压。我们的研究结果表明,根据水溶液中铁含量的不同,在不到一年的典型储存周期内,可以保持较低数量的氢。
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引用次数: 0
MTMF Method for Hydromagnesite Determination Based on Landsat8 and ZY1-02D Data: A Case Study of the Jiezechaka Salt Lake in Tibet 基于 Landsat8 和 ZY1-02D 数据的 MTMF 水镁石测定方法:西藏杰热卡盐湖案例研究
IF 1.7 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-15 DOI: 10.1007/s10498-024-09428-5
Tianchen Zhao, Jingjing Dai, Yuanyi Zhao, Chuanyong Ye

Hydromagnesite (HM for short) is a natural carbonate mineral that is widely distributed. It is a high-quality mineral raw material for preparing flame retardants, magnesium oxides, heavy/light basic magnesium carbonates, magnesium hydroxides, and other Mg products. The evaluation of HM resources is of great significance to the development and utilization of salt lake resources. Using remote sensing technology to observe HM resources in salt lake can overcome the shortcomings of traditional prospecting methods such as discontinuous spatial data, time and effort. In addition, spectral analysis is the basis of hyperspectral remote sensing, and more detailed analysis of the spectral characteristics of HM is still lacking; therefore, we measured the reflection spectral curve of HM samples in the area of Jiezechaka by ASD FieldSpec4 short-wave infrared spectrometer and determined the mineral composition and content of HM samples by X-ray diffraction. The analysis indicated three and seven absorption valleys with high and low absorption intensities, respectively, in the reflectance spectral curves of the HM samples in the Jiezechaka area. Then, on this basis, the Landsat8 OLI multispectral data and ZY1-02D AHSI hyperspectral data were used as the basic data of remote sensing inversion. As the ZY1-02D AHSI data have 166 bands, which is much more than Landsat8 OLI data, it has a stronger ability to characterize the spectral characteristics of HM and can better meet the requirements of remote sensing inversion. The end member spectra were selected based on PPI and SMACC methods, respectively. The HM information around Jiezechaka Salt Lake in Tibet was extracted by the mixture tuned matched filtering method, and the regional distribution map of HM was made. A confusion matrix operation was used to compare the determination results of the two types of data. Among them, based on Landsat8 data, PPI method was used to obtain end members, and the overall accuracy of HM extraction results was > 69%, and the kappa coefficient was 0.688. Based on Landsat8 data, SMACC method was used to obtain end members, and the overall accuracy of HM extraction results was > 67%, and the kappa coefficient was 0.667. Based on ZY1-02D AHSI data, PPI method was used to obtain end members, and the overall accuracy of HM extraction results was > 76%, and the kappa coefficient was 0.743. Based on ZY1-02D AHSI data, SMACC method was used to obtain end members, and the overall accuracy of HM extraction results was > 73%, and the kappa coefficient was 0.728. It shows that the end members selected by PPI method can better express HM information in the image. Finally, through the overlay analysis of the four results, we concluded that HM outcrops in the Jiezechaka area are mainly distributed in the northwestern and southeastern regions of the lake. This study provides a rapid assessment technique for measuring HM information from salt lakes.

水镁石(简称 HM)是一种分布广泛的天然碳酸盐矿物。它是制备阻燃剂、镁氧化物、重/轻碱式碳酸镁、氢氧化镁和其他镁产品的优质矿物原料。对 HM 资源的评价对盐湖资源的开发利用具有重要意义。利用遥感技术观测盐湖中的 HM 资源,可以克服传统勘探方法空间数据不连续、费时费力等缺点。此外,光谱分析是高光谱遥感技术的基础,而目前对 HM 的光谱特征还缺乏更详细的分析,因此我们利用 ASD FieldSpec4 短波红外光谱仪测量了热恰卡地区 HM 样品的反射光谱曲线,并利用 X 射线衍射测定了 HM 样品的矿物成分和含量。分析结果表明,热热扎卡地区的 HM 样品在反射光谱曲线上分别出现了三个和七个吸收峰谷,且吸收强度较高和较低。在此基础上,将 Landsat8 OLI 多光谱数据和 ZY1-02D AHSI 高光谱数据作为遥感反演的基础数据。由于 ZY1-02D AHSI 数据有 166 个波段,远远多于 Landsat8 OLI 数据,因此其表征 HM 光谱特征的能力更强,更能满足遥感反演的要求。根据 PPI 和 SMACC 方法分别选择了最终成员光谱。利用混合调谐匹配滤波法提取了西藏杰热卡盐湖周边的 HM 信息,并绘制了 HM 区域分布图。采用混淆矩阵运算比较了两类数据的判定结果。其中,基于Landsat8数据,采用PPI方法获得末端成员,HM提取结果的总体准确率为69%,kappa系数为0.688。基于 Landsat8 数据,采用 SMACC 方法获得末端成员,HM 提取结果的总体准确率为 >;67%,kappa 系数为 0.667。基于 ZY1-02D AHSI 数据,采用 PPI 方法获得末端成员,HM 提取结果的总体准确率为 76%,卡帕系数为 0.743。基于 ZY1-02D AHSI 数据,采用 SMACC 方法获得末端成员,HM 提取结果的总体准确率为 73%,卡帕系数为 0.728。结果表明,PPI 方法选择的末端成员能更好地表达图像中的 HM 信息。最后,通过对四种结果的叠加分析,我们得出结论:结热恰卡地区的 HM 露头主要分布在湖泊的西北部和东南部地区。本研究为测量盐湖的 HM 信息提供了一种快速评估技术。
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引用次数: 0
期刊
Aquatic Geochemistry
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