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Prediction of uniaxial compressive strength of carbonate rocks and cement mortar using artificial neural network and multiple linear regressions 基于人工神经网络和多元线性回归的碳酸盐岩和水泥砂浆单轴抗压强度预测
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-09-01 DOI: 10.13168/agg.2020.0027
M. Abdelhedi
Uniaxial compressive strength (UCS) represents one of the key mechanical properties used to characterize rocks along with the other important properties of porosity and density. While several studies have proved the accuracy of artificial intelligence in modeling UCS, some authors believe that the use of artificial intelligence is not practical in predicting. The present paper highlights the ability of an artificial neural network (ANN) as an accurate and revolutionary method with regression models, as a conventional statistical analysis, to predict UCS within carbonate rocks and mortar. Thus, ANN and multiple linear regressions (MLR) were applied to estimate the UCS values of the tested samples. For experimentation we carried out ultrasonic measurements on cubic samples before testing uniaxial compressive strength perpendicularly to the stress direction. The models were performed to correlate effective porosity, density and ultrasonic velocity to the UCS measurements. The resulting models would allow the prediction of carbonate rocks and mortar’s UCS values usually determined by laborious experiments. Although the results demonstrate the usefulness of the MLP method as a simple, practical and economical model, the ANN model is more accurate. ARTICLE INFO
单轴抗压强度(UCS)与孔隙度和密度等其他重要特性一样,是表征岩石的关键力学特性之一。虽然一些研究已经证明了人工智能在UCS建模中的准确性,但一些作者认为,人工智能在预测中并不实用。本文强调了人工神经网络(ANN)作为一种精确和革命性的回归模型方法的能力,作为传统的统计分析,预测碳酸盐岩和砂浆中的UCS。因此,采用人工神经网络和多元线性回归(MLR)来估计测试样本的UCS值。在垂直于应力方向测试单轴抗压强度之前,我们对立方样品进行了超声波测量。这些模型将有效孔隙度、密度和超声速度与UCS测量结果联系起来。由此产生的模型将允许预测碳酸盐岩和砂浆的UCS值,通常由艰苦的实验确定。虽然结果证明了MLP方法作为一种简单、实用和经济的模型的有效性,但人工神经网络模型更准确。条信息
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引用次数: 14
Petrology and Geochemistry of Noor abad ophiolite (Lorestan province, west Iran): an evidence of intra-oceanic subduction 伊朗西部Lorestan省Noor abad蛇绿岩的岩石学和地球化学:洋内俯冲的证据
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-24 DOI: 10.13168/agg.2020.0026
M. Kiani
The Noorabad ophiolite is part of Kermanshah ophiolites in NW of Lorestan province, west Iran. The Kermanshah ophiolite complex with NW-SE trending is located in the SSW of the main Zagros thrust fault within the high Zagros zone. Rocks of the Noorabad ophiolite include diabases dikes, basalts lava and andesite that outcropped in the south of the Noorabad. These rocks are intensly altered and fractured that led to hydrothermal alteration and replacement of primary minerals such as pyroxene, plagioclase and opaque minerals by secondary minerals. Based on geochemical studies, the rocks of this area have tholeiitic and calc-alkaline signature. Also the plotted rock samples in geochemical discrimination diagrams, occur in island arc basalt (IAB) field. These rocks show depletion in HREE and HFSE and also are enriched in LILE and LREE. These patterns suggest that these rocks formed in intra-oceanic subduction zone. These geochemical characteristics along with comparison with other ophiolitic rocks in east Mediterranean reveal a subduction zone environment for genesis of the intermediate and mafic rocks of the Noorabad ophiolite. ARTICLE INFO
Noorabad蛇绿岩是伊朗西部洛雷斯坦省西北部克尔曼沙赫蛇绿岩的一部分。Kermanshah蛇绿岩杂岩呈NW-SE走向,位于Zagros高带内Zagros主逆冲断层的SSW中。努拉巴德蛇绿岩的岩石包括在努拉巴德南部露头的辉绿岩岩脉、玄武岩熔岩和安山岩。这些岩石经过强烈的蚀变和断裂,导致热液蚀变,次生矿物取代了辉石、斜长石和不透明矿物等原生矿物。根据地球化学研究,该地区的岩石具有拉斑玄武岩和钙碱性特征。地球化学判别图中绘制的岩石样品也出现在岛弧玄武岩(IAB)场中。这些岩石显示出HREE和HFSE的贫化,也富含LILE和LREE。这些模式表明这些岩石形成于洋内俯冲带。这些地球化学特征以及与地中海东部其他蛇绿岩的比较,揭示了努拉巴德蛇绿岩中镁铁质岩石形成的俯冲带环境。文章信息
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引用次数: 0
Comparisons of GRACE and GLDAS derived hydrological loading and the impacts on the GPS time series in Europe GRACE和GLDAS导出的欧洲水文负荷及其对GPS时间序列的影响的比较
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-20 DOI: 10.13168/agg.2020.0022
Yankai Bian
The surface displacement caused by hydrological loading makes an important contribution to the non-linear crustal movement observed at the International Global Navigation Satellite System Service (IGS) stations. In this paper, the amplitude, correlation, and root mean square (RMS) of the vertical displacement time series signals of 47 IGS stations are used to analyze which data of Gravity Recovery and Climate Experiment (GRACE) or Global Land Data Assimilation System (GLDAS) can better reflect the hydrological load effect in Europe. The results show that in Europe, the hydrological load effect calculated based on GRACE data is more accurate than that of GLDAS, which has not been reported before. Then, the relationship between the GPS height and GRACE load deformation in terms of annually-oscillating signals, correlation, and phase is analyzed by using singular spectrum analysis, the Pearson correlation coefficient, and wavelet coherence (WTC). It was found that GPS and GRACE agree at some stations (e.g., BOR1 and ZIMM), while they differ significantly in amplitude and phase at other stations (e.g., KIRU and NOT1), indicating that not all GRACE-derived displacements of IGS stations can clearly explain their nonlinear motion. The correlation coefficients between GPS and GRACE are higher than 0.7 at 85 % of stations. Amongst them, the values are obviously greater than 0.8 (e.g., ZIMM and LAMA) around inland areas and high mountains, and even less than 0.6 (e.g., ANKR and KIRU) along the coast of the Mediterranean ocean, which more precisely shows that the hydrological load effect has obvious spatial and regional characteristics compared with previous studies. In addition, the relative phase of the WTC solution is basically consistent under non-detrend and detrend, which shows that the relative phase difference of each station is only related to the nonlinear movement and not to the linear trend caused by the tectonic deformation. Finally, we study the influence of GRACE hydrological load on the RMS of GPS height, which is reduced by 24.60 % on average, and the reduction rate distribution of the RMS is in good agreement with the spatial distribution of the correlation coefficient. ARTICLE INFO
水文载荷引起的地表位移对国际全球导航卫星系统服务站观测到的非线性地壳运动做出了重要贡献。本文利用47个IGS站垂直位移时间序列信号的幅度、相关性和均方根(RMS),分析了重力恢复与气候实验(GRACE)和全球陆地数据同化系统(GLDAS)中哪些数据能更好地反映欧洲的水文负荷效应。结果表明,在欧洲,基于GRACE数据计算的水文负荷效应比以前从未报道过的GLDAS更准确。然后,利用奇异谱分析、Pearson相关系数和小波相干性(WTC)分析了GPS高度与GRACE载荷变形之间的年振荡信号、相关性和相位的关系。研究发现,GPS和GRACE在一些站点(例如BOR1和ZIMM)一致,而在其他站点(例如KIRU和NOT1),它们在振幅和相位上显著不同,这表明并非所有IGS站点的GRACE导出的位移都能清楚地解释其非线性运动。85%的台站GPS与GRACE的相关系数大于0.7。其中,内陆地区和高山地区的数值明显大于0.8(如ZIMM和LAMA),地中海沿岸的数值甚至小于0.6(如ANKR和KIRU),这更准确地表明,与以往的研究相比,水文负荷效应具有明显的空间和区域特征。此外,WTC解在非去趋势和去趋势下的相对相位基本一致,这表明每个站的相对相位差只与非线性运动有关,而与构造变形引起的线性趋势无关。最后,我们研究了GRACE水文负荷对GPS高度RMS的影响,平均降低24.60%,RMS的降低率分布与相关系数的空间分布非常一致。文章信息
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引用次数: 3
In-situ stabilization of clays with lime, dolerite and quartzite powders 用石灰、粗玄岩和石英岩粉末原位稳定粘土
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-20 DOI: 10.13168/agg.2020.0025
S. A. Shah
This study presents the results of in-situ field stabilization of clay soil using lime, dolerite and quartzite powders. The rock samples were collected from Oghi village and Misri Banda village of Khyber Pakhtunkhwa Province, Pakistan. A 415m2 site comprised of loose clay in Haripur district of Khyber Pakhtunkhwa was selected for field stabilization. In order to implement the experimental plan, eight test pits were dug and soil samples were collected from each pit to determine their major geotechnical properties. The raw soil contained kaolinite, illite and montmorillonite and hence characterized as CH type according to the Unified Classification System. The addition of 6 % lime was found to produce the most positive impact on soil properties. Following a steady augment by 10 %, a maximum of 30 % dolerite and quartzite powders were separately mixed with each of the 6 % lime-added soil samples. The resulting mixed soils were placed back into their respective pits and compacted using compaction vibrator. Standard penetration, field density and plate load tests were performed on each test pit. Finally, soil samples were extracted from all the test pits and the values of their direct shear box and Atterberg limits were measured. The results demonstrate that the addition of dolerite and quartzite leads to a significant increase in the bearing capacity, dry density, penetration resistance and angle of internal friction and thus improves the performance of the formerly lime-stabilized soil by drastically decreasing its compressibility. The resulting improvement is mainly due to the denser and less hydrophilic character of the constituents of the added rock powders as compared with the lime and raw soil. It has also been found that the magnitude of impact on the soil properties by dolerite and quartzite is notably different owing to the difference in mineralogical composition and physical characteristics of individual minerals present in both rock types. This study would help construction engineers for better soil treatment. ARTICLE INFO
本文介绍了石灰、白云石和石英岩粉对粘土进行现场稳定的结果。岩石样本采集自巴基斯坦开伯尔-普赫图赫瓦省的Oghi村和Misri Banda村。在开伯尔-普赫图赫瓦省的哈里普尔地区,一个415平方米的由松散粘土组成的场地被选中进行现场稳定。为了实施试验计划,挖掘了8个试验坑,并从每个坑中收集了土样,以确定其主要岩土力学特性。原土中含有高岭石、伊利石和蒙脱石,按统一分类系统划分为CH型。研究发现,添加6%石灰对土壤性状的影响最为积极。在稳定增加10%之后,最多30%的白云石和石英岩粉末分别与添加了6%石灰的土壤样品混合。将得到的混合土放回各自的坑中,用压实振动器压实。在每个试验坑上进行标准贯入、场密度和板载试验。最后,从所有试验坑中提取土样,测量其直剪箱和阿特贝格极限值。结果表明:白云石和石英岩的加入显著提高了石灰稳定土的承载力、干密度、渗透阻力和内摩擦角,通过显著降低石灰稳定土的压缩性,改善了石灰稳定土的性能。结果改善的主要原因是,与石灰和原土相比,添加的岩石粉的成分更致密,亲水性更差。研究还发现,由于两种岩石类型中单个矿物的矿物学组成和物理特征不同,玄武岩和石英岩对土壤性质的影响程度有显著差异。这项研究将有助于建筑工程师更好地处理土壤。条信息
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引用次数: 4
Synergetic use of the Sentinel-2, ASTER, and Landsat-8 data for hydrothermal alteration and iron oxide minerals mapping in a mine scale Sentinel-2、ASTER和Landsat-8数据在矿山规模的热液蚀变和氧化铁矿物测绘中的协同使用
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-20 DOI: 10.13168/agg.2020.0023
M. Khaleghi
Many of the known Tertiary porphyry Cu deposits (PCDs) are situated in the Central Iranian Volcanic Belt (CIVB). The study area is located in the southern part of the CIVB and southern part of the Kerman Cenozoic magmatic arc. This research highlights the significance of the synergetic use of operational land imager aboard the Landsat-8 (OLI), Sentinel-2, and advanced space-borne thermal emission and reflection radiometer (ASTER) data for exploration of copper mineralization in a mine scale. Multispectral images in the visible and near infrared bands of (0.451.0 μm) the OLI and Sentinel-2 were used to identify the gossan zones. ASTER short wave infrared (SWIR) data with the wavelength between 1.65 and 2.43 μm were used for mapping hydrothermal alteration zones. Laboratory spectra obtained from minerals such as muscovite and illite (phyllic alteration), kaolinite and montmorillonite (argillic alteration), epidote and chlorite (propylitic alteration) were applied in mixture tuned matched filtering (MTMF) algorithm on the ASTER data to enhance the existence of these minerals. The spectra of the index minerals from each alteration type were used in this algorithm and the abundances of minerals in the MTMF image were rescaled to be within the ranges of 34-54 %, 54-74 % and 74-100 %. The studied mineralized zone is associated with the iron rich phyllic and argillic hydrothermal alteration types which can be best detected by using integrated ASTER, OLI, and Sentinel-2 images. The diamond drill cores data also indicate that copper is more enriched below the gossan zones. The gossan index minerals (GIM) including goethite, jarosite, and hematite were identified by X-ray diffraction (XRD) method, spectral analyses, and petrographic examinations. The Sentinel -2 data proved to provide remarkably better mapping result for iron oxide minerals than the OLI and ASTER data. The directed principal component analysis (DPCA) method, In the data of the Landsat-8 and Sentinel2 were used for mapping of the gossan index minerals such as goethite, jarosite and hematite and the argillic, phyllic and propylitic hydrothermal alteration types were enhanced using the MTMF methods. The hydrothermal alteration pattern and the distribution of the gossans in the study area show a porphyry-type mineralization. This study showed that the synergetic use of different satellite images with different spatial and spectral resolutions can be used for mineral exploration in a large scale. The use of laboratory spectra obtained from hydrothermal alteration minerals in MTMF method depicts that the alteration minerals were mapped more accurately relative to those MTMF images that are derived from standard spectral libraries. The samples collected from the surficial hydrothermal alteration zones as well as diamond drill cores showed that the copper mineralization occurres mainly along the border of the phyllic and argillic alteration zones, and the magnetite mineralization in the propylitic
许多已知的第三纪斑岩型铜矿位于伊朗中部火山带(CIVB)。研究区位于CIVB南段和Kerman新生代岩浆弧南段。该研究强调了协同使用Landsat-8 (OLI)、Sentinel-2上的作战陆地成像仪和先进的星载热发射和反射辐射计(ASTER)数据在矿山规模的铜矿化勘探中的重要性。利用OLI卫星和Sentinel-2卫星(0.451.0 μm)的可见光和近红外多光谱图像对gossan区域进行了识别。利用波长在1.65 ~ 2.43 μm之间的ASTER短波红外(SWIR)数据进行热液蚀变带填图。从白云母和伊利石(叶状蚀变)、高岭石和蒙脱石(泥质蚀变)、绿帘石和绿泥石(丙基蚀变)等矿物中获得的实验室光谱,在ASTER数据上应用混合调谐匹配滤波(MTMF)算法来增强这些矿物的存在性。该算法利用各蚀变类型指标矿物的光谱,将MTMF图像中矿物的丰度调整为34- 54%、54- 74%和74- 100%。研究的矿化带与富铁的叶状和泥质热液蚀变类型有关,利用ASTER、OLI和Sentinel-2综合图像可以最好地探测到矿化带。金刚石岩心资料也表明,铜在粗砂岩带以下更为富集。通过x射线衍射(XRD)、光谱分析和岩石学检查,鉴定了针铁矿、黄钾铁矾和赤铁矿等gosan指标矿物。与OLI和ASTER数据相比,Sentinel -2数据提供了明显更好的氧化铁矿物制图结果。利用Landsat-8和sentinel - 2卫星数据,采用定向主成分分析(DPCA)方法对针铁矿、黄钾铁矾和赤铁矿等goss指标矿物进行了定位,并利用MTMF方法增强了泥质、叶状和丙质热液蚀变类型。研究区热液蚀变模式和蛛丝分布表现为斑岩型成矿。研究表明,协同利用不同空间和光谱分辨率的不同卫星影像,可用于大规模矿产勘查。在MTMF方法中使用从热液蚀变矿物获得的实验室光谱表明,相对于来自标准光谱库的MTMF图像,蚀变矿物的映射更为准确。地表热液蚀变带及金刚石岩心样品表明,铜成矿主要发生在叶状和泥质蚀变带的边缘,磁铁矿成矿主要发生在丙基岩带。条信息
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引用次数: 6
Contribution of neutron tomography to 3D heterogeneity analysis of granitic rocks 中子层析成像对花岗岩三维非均质性分析的贡献
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-05 DOI: 10.13168/agg.2020.0019
I. Zel
Volumetric studies of mica spatial distribution inside samples of Westerly and Czech granites (Mrakotin, Liberec, and Brno syenite) were performed using a neutron tomography method. A significant difference in the neutron attenuation coefficients of mica and other rock-forming minerals of the granites studied yielded a large neutron radiography contrast and, as a result, allowed us to perform a detailed analysis of three-dimension structural data based on the neutron tomography reconstruction procedure. The morphology and spatial distribution of the mica phase within studied granites were obtained. Tomography data were compared to results provided by other experimental methods commonly used in rock mechanics research such as optical and electron microscopy, as well as ultrasonic shear-wave measurements. The benefits and limitations for application of the neutron tomography method for studies of granite like rocks are discussed. ARTICLE INFO
使用中子层析成像方法对Westerly和捷克花岗岩(Mrakotin、Liberec和Brno正长岩)样品内部的云母空间分布进行了体积研究。所研究的花岗岩的云母和其他岩石形成矿物的中子衰减系数的显著差异产生了较大的中子射线照相对比,因此,使我们能够基于中子断层扫描重建程序对三维结构数据进行详细分析。获得了所研究的花岗岩中云母相的形态和空间分布。将层析成像数据与岩石力学研究中常用的其他实验方法(如光学和电子显微镜以及超声波剪切波测量)提供的结果进行了比较。讨论了应用中子层析成像方法研究类花岗岩的优点和局限性。文章信息
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引用次数: 5
Basic RED-5 adsorption on montmorillonite: faktorial design, equilibrium, kinetic and thermodynamic studies 红-5在蒙脱土上的碱性吸附:工艺设计、平衡、动力学和热力学研究
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-05 DOI: 10.13168/agg.2020.0020
Feza Geyicki
In this study, the adsorption performance of montmorillonite (MMT) was evaluated by Basic Red- 5 adsorption experiments considering the influencing factors (initial BR-5 concentration, dosage, time, pH, and temperature). The surface and structural properties were characterized by FT-IR, XRD, XRF, SEM-EDS, AFM, and BET techniques. The adsorption experiments were carried out by batch mode for the evaluation of isotherm, kinetic, and thermodynamic studies. The results of equilibrium adsorption isotherm were interpreted using different isotherm models. The equilibrium data fitted well with the Langmuir isotherm models, and the maximum adsorption capacity was found as 163.93 mg/g. Adsorption data of the BR-5 onto MMT provide well by pseudo-second-order model (R 2 = 0.999). The Δ H o , Δ S o and Δ G o values were calculated for the nature of the adsorption process. The analysis of the thermodynamic parameters showed spontaneous, exothermic, and viable adsorption of BR-5 under the investigated experimental conditions. A factorial design was applied to examine the effect of three factors initial concentration of dye (50 and 100 mg/L), time (60 and 120 min.) and dosage (0.05 and 1.00 mg/L) on the adsorption process. According to the results, with high efficient adsorption capacity and compatible surface properties are advantageous to be used for uptake of dyes.
本研究通过碱性红-5吸附实验,考察了BR-5的初始浓度、投加量、时间、pH、温度等因素对蒙脱土(MMT)吸附性能的影响。采用FT-IR、XRD、XRF、SEM-EDS、AFM和BET等技术对其表面和结构性能进行了表征。吸附实验采用批处理模式进行等温线、动力学和热力学研究。用不同的等温线模型解释了平衡吸附等温线的结果。平衡数据符合Langmuir等温线模型,最大吸附量为163.93 mg/g。BR-5在MMT上的吸附数据符合拟二阶模型(r2 = 0.999)。根据吸附过程的性质计算了Δ H o、Δ S o和Δ G o值。热力学参数分析表明,在实验条件下,BR-5具有自发吸附、放热吸附和活吸附。采用因子设计考察染料初始浓度(50和100 mg/L)、时间(60和120 min)和投加量(0.05和1.00 mg/L)对吸附过程的影响。结果表明,其高效吸附能力和相容的表面性能有利于染料的吸附。
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引用次数: 2
Assessment of rockfall hazard of hill slope along Mumbai-Pune Expressway, Maharashtra. India 马哈拉施特拉邦孟买-浦那高速公路山坡落石危险性评估。印度
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-05 DOI: 10.13168/agg.2020.0021
L. K. Sharma
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引用次数: 2
The role of the structures on the fluorite mineralization: Insight to fluid inclusion and alteration map of the Laal-kan fluorite deposit, NW Iran 构造在萤石矿化中的作用——对伊朗西北部Laal-kan萤石矿床流体包裹体和蚀变图的认识
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-08-02 DOI: 10.13168/agg.2020.0028
M. Behyari
Fluorite mineralization is controlled by the multiple geological processes such as structural control, geochemical characterization of hydrothermal fluids, temperature and depth. The mineralization associated with the alteration of the host rocks and trapping of fluid in the host rock crystallographic defects. Alteration in the host rocks due to circulation of hydrothermal fluids and several techniques were applied to discriminate the associated alterations in fluorite deposition using the ASTER images. The resulting images indicated that the fluorite mineralization in the studied area accompanied by propylitic and phyllic alterations. The results of micro-thermometry analysis of the fluorite hosted fluid inclusions indicated that the maximum homogenization temperature was 253 °C. These data implies that the temperature of hydrothermal fluids probably had an essential role in the propagation of the alteration zones. The depth versus homogenization temperature diagram for fluorite mineralization in the studied district revealed that the depth of fluorite mineralization varies between 33 to 256 m. Two fluorite generations were distinguishing in the study district. The first generation is characterized by high salinity (18-25 wt.% NaCl) which developed on the deeper level and along the fault zone. The second generation is characterized by low salinity (6-13 wt.% NaCl) on shallow depth and deposited in the fractures. The results revealed that fluorite deposition was not contemporaneous with host rock deformation and deposited in the late-stage deformation phase. ARTICLE INFO
萤石矿化受构造控制、热液地球化学特征、温度和深度等多种地质过程的控制。与寄主岩石的蚀变和寄主岩石晶体缺陷中流体的捕获有关的矿化。利用ASTER图像,应用了热液流体循环引起的主岩蚀变和几种技术来区分萤石沉积中的相关蚀变。由此产生的图像表明,研究区域内的萤石矿化伴随着叶绿质和千枚岩蚀变。含萤石流体包裹体的显微测温分析结果表明,其最高均化温度为253°C。这些数据表明,热液流体的温度可能在蚀变带的扩展中起着重要作用。研究区萤石矿化的深度-均匀化温度图显示,萤石矿化的厚度在33至256米之间。研究区有两代萤石。第一代的特点是高盐度(18-25wt.%NaCl),在更深的水平面和断层带上发育。第二代以浅层低盐度(6-13wt.%NaCl)为特征,沉积在裂缝中。结果表明,萤石沉积与围岩变形不同时,沉积于变形后期。文章信息
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引用次数: 2
Comparison and assessment of float, fixed, and smoothed precise point positioning 浮动、固定和平滑精确点定位的比较和评估
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2020-07-31 DOI: 10.13168/agg.2020.0024
P. Václavovic
Precise Point Positioning (PPP) has been considered a powerful method for GNSS data processing. The essential input products, such as precise satellite orbits and clocks, are provided within the International GNSS Service (IGS) with a sufficient quality for estimating receiver coordinates with centimeter level accuracy. However, the IGS satellite clocks enable users to estimate ambiguities only as float values. An additional product for satellite phase biases is necessary for an integer ambiguity resolution (PPP AR). Another approach is the backward smoothing algorithm utilizing already precise and converged parameters for improving those parameters estimated at previous epochs. All the three approaches for ambiguity estimation are compared and assessed in terms of advantages and disadvantages, achieved coordinates precision, and flexibility. The comparison are performed through a processing of GNSS data from selected IGS permanent stations during 30 days in 2018, and a processing of high rate GNSS observations of the station STRF in Greece collected during the seismic event occurred on October 25, 2018. The backward smoothing improved the float solution similarly like the PPP AR, and therefore can be considered an alternative approach providing easier implementation and no dependency on additional satellites
精确点定位(PPP)被认为是GNSS数据处理的一种强大方法。重要的输入产品,如精确的卫星轨道和时钟,在国际全球导航卫星系统服务(IGS)内提供,具有足够的质量,可以以厘米级的精度估计接收器坐标。然而,IGS卫星时钟使用户只能将模糊度估计为浮点值。卫星相位偏差的附加乘积对于整数模糊度分辨率(PPP AR)是必要的。另一种方法是利用已经精确和收敛的参数来改进在先前时期估计的那些参数的后向平滑算法。对三种模糊度估计方法的优缺点、坐标精度和灵活性进行了比较和评估。通过处理2018年30天内选定IGS永久站的GNSS数据,以及处理2018年10月25日地震事件期间收集的希腊STRF站的高速率GNSS观测结果,进行了比较。后向平滑改进了浮动解决方案,类似于PPP AR,因此可以被视为一种更容易实现且不依赖于额外卫星的替代方法
{"title":"Comparison and assessment of float, fixed, and smoothed precise point positioning","authors":"P. Václavovic","doi":"10.13168/agg.2020.0024","DOIUrl":"https://doi.org/10.13168/agg.2020.0024","url":null,"abstract":"Precise Point Positioning (PPP) has been considered a powerful method for GNSS data processing. The essential input products, such as precise satellite orbits and clocks, are provided within the International GNSS Service (IGS) with a sufficient quality for estimating receiver coordinates with centimeter level accuracy. However, the IGS satellite clocks enable users to estimate ambiguities only as float values. An additional product for satellite phase biases is necessary for an integer ambiguity resolution (PPP AR). Another approach is the backward smoothing algorithm utilizing already precise and converged parameters for improving those parameters estimated at previous epochs. All the three approaches for ambiguity estimation are compared and assessed in terms of advantages and disadvantages, achieved coordinates precision, and flexibility. The comparison are performed through a processing of GNSS data from selected IGS permanent stations during 30 days in 2018, and a processing of high rate GNSS observations of the station STRF in Greece collected during the seismic event occurred on October 25, 2018. The backward smoothing improved the float solution similarly like the PPP AR, and therefore can be considered an alternative approach providing easier implementation and no dependency on additional satellites","PeriodicalId":50899,"journal":{"name":"Acta Geodynamica et Geomaterialia","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2020-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44957567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
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Acta Geodynamica et Geomaterialia
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