首页 > 最新文献

Journal of Geophysics and Engineering最新文献

英文 中文
A high-resolution method of spectral fitting with horizon constraints and its application 一种具有水平约束的高分辨率光谱拟合方法及其应用
3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-04 DOI: 10.1093/jge/gxad042
Haibo Deng, Xiaoyan Cheng, Yongjian Zeng, Du Tianwei
Abstract When seismic waves propagate underground, subsurface media can absorb high-frequency components of the seismic waves, resulting in attenuation of the high-frequency portion of the seismic data. Therefore, the seismic resolution is low and it is difficult to provide the information needed for thin layer prediction. In this paper, a spectral fitting method with horizon constraints is proposed. This method fully takes into account the spectral characteristics and tectonic changes of the seismic data. It can effectively extend the seismic frequency bandwidth by spectral fitting and improve the seismic resolution. At the same time, the structural information is integrated into the high-resolution processing as the layer information is used to constrain the target equation, and more accurate spectral features of multi-channel data can be obtained. Then the spectral weighting coefficient can be calculated more accurately, resulting in more realistic and accurate seismic data. At the same time, the seismic phase is not destroyed by the processing, so the structural features become clearer, especially for small fractures and thin layers. This method is used for comparison with traditional robust deconvolution and statistical wavelet deconvolution. The spectral components are more faithful and the resolution is higher when processed with this method.
当地震波在地下传播时,地下介质会吸收地震波的高频分量,导致地震数据的高频部分衰减。因此,地震分辨率较低,难以提供薄层预测所需的信息。本文提出了一种具有水平约束的谱拟合方法。该方法充分考虑了地震资料的频谱特征和构造变化。通过谱拟合可以有效地延长地震频带,提高地震分辨率。同时,利用层信息约束目标方程,将结构信息整合到高分辨率处理中,获得更精确的多通道数据光谱特征。这样可以更准确地计算出谱加权系数,从而得到更真实、更准确的地震资料。同时,地震相没有被处理破坏,构造特征更加清晰,特别是小裂缝和薄层。将该方法与传统的鲁棒反卷积和统计小波反卷积进行了比较。该方法处理后的光谱成分具有较高的可信度和分辨率。
{"title":"A high-resolution method of spectral fitting with horizon constraints and its application","authors":"Haibo Deng, Xiaoyan Cheng, Yongjian Zeng, Du Tianwei","doi":"10.1093/jge/gxad042","DOIUrl":"https://doi.org/10.1093/jge/gxad042","url":null,"abstract":"Abstract When seismic waves propagate underground, subsurface media can absorb high-frequency components of the seismic waves, resulting in attenuation of the high-frequency portion of the seismic data. Therefore, the seismic resolution is low and it is difficult to provide the information needed for thin layer prediction. In this paper, a spectral fitting method with horizon constraints is proposed. This method fully takes into account the spectral characteristics and tectonic changes of the seismic data. It can effectively extend the seismic frequency bandwidth by spectral fitting and improve the seismic resolution. At the same time, the structural information is integrated into the high-resolution processing as the layer information is used to constrain the target equation, and more accurate spectral features of multi-channel data can be obtained. Then the spectral weighting coefficient can be calculated more accurately, resulting in more realistic and accurate seismic data. At the same time, the seismic phase is not destroyed by the processing, so the structural features become clearer, especially for small fractures and thin layers. This method is used for comparison with traditional robust deconvolution and statistical wavelet deconvolution. The spectral components are more faithful and the resolution is higher when processed with this method.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136162887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
An approximate method for calculating anisotropy parameters and reflectivity of shales with horizontal fractures 含水平裂缝页岩各向异性参数和反射率的近似计算方法
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-02 DOI: 10.1093/jge/gxad057
Chao Chen, Xingyao Yin, Zuqing Chen, Xiaojing Liu, Jingbo Wang
Shale is a typical medium of transverse isotropy with a vertical axis of symmetry (VTI), and its strong anisotropy is mainly due to the combined effect of intrinsic anisotropy and that induced by horizontal fractures. To calculate the anisotropy parameters of shale, a physical rock model is built based on Hudson's thin-coin fracture model and Schoenberg's linear-sliding model, and an approximate theoretical calculation method for Thomsen's anisotropy parameters of VTI media with horizontal fractures is proposed. These calculation results using the proposed method confirm that this anisotropy contributed by horizontal fractures cannot be ignored to the overall anisotropy of shale. To simplify Rüger's formula that is an approximate theoretical formula for calculating the anisotropic reflection coefficients of VTI media, a new four-term approximate formula is derived in a standard reflectivity form based on Rüger's and Aki-Richards’ formulas. The simulation results of a VTI theoretical model and logging data of shale reservoirs show that there is only a small difference between the newly derived four-term formula and Rüger's formula for incidence angles less than 40°, and the new four-term formula can correctly reveal the seismic amplitude-versus-offset (AVO) characteristics of VTI media and fully retain the corresponding anisotropic seismic responses. Compared to Rüger's formula, the proposed new formula only has four terms of unknown parameters and can directly decouple Thomsen's anisotropy parameter ε from them, which helps to alleviate the ill-posed problems of simultaneous inversion of multiple parameters and enhance its application potential in seismic inversion of VTI media as shale.
页岩是一种典型的横向各向同性带垂直对称轴的介质,其强各向异性主要是本征各向异性和水平裂缝诱导各向异性共同作用的结果。为计算页岩各向异性参数,基于Hudson薄硬币裂缝模型和Schoenberg线性滑动模型建立了物理岩石模型,提出了含水平裂缝的VTI介质Thomsen各向异性参数的近似理论计算方法。计算结果表明,水平裂缝的各向异性对页岩整体各向异性的影响不容忽视。为了简化计算VTI介质各向异性反射系数的近似理论公式r ger公式,在r ger公式和Aki-Richards公式的基础上,导出了标准反射率形式的四项近似公式。对VTI理论模型和页岩储层测井资料的模拟结果表明,在入射角小于40°的情况下,新导出的四项公式与r ger公式相差不大,能正确反映VTI介质的地震幅偏特征,充分保留了相应的各向异性地震响应。与r ger公式相比,新公式只有4项未知参数,可直接解耦Thomsen各向异性参数ε,有助于缓解多参数同时反演的不适定问题,提高了其在页岩等VTI介质地震反演中的应用潜力。
{"title":"An approximate method for calculating anisotropy parameters and reflectivity of shales with horizontal fractures","authors":"Chao Chen, Xingyao Yin, Zuqing Chen, Xiaojing Liu, Jingbo Wang","doi":"10.1093/jge/gxad057","DOIUrl":"https://doi.org/10.1093/jge/gxad057","url":null,"abstract":"\u0000 Shale is a typical medium of transverse isotropy with a vertical axis of symmetry (VTI), and its strong anisotropy is mainly due to the combined effect of intrinsic anisotropy and that induced by horizontal fractures. To calculate the anisotropy parameters of shale, a physical rock model is built based on Hudson's thin-coin fracture model and Schoenberg's linear-sliding model, and an approximate theoretical calculation method for Thomsen's anisotropy parameters of VTI media with horizontal fractures is proposed. These calculation results using the proposed method confirm that this anisotropy contributed by horizontal fractures cannot be ignored to the overall anisotropy of shale. To simplify Rüger's formula that is an approximate theoretical formula for calculating the anisotropic reflection coefficients of VTI media, a new four-term approximate formula is derived in a standard reflectivity form based on Rüger's and Aki-Richards’ formulas. The simulation results of a VTI theoretical model and logging data of shale reservoirs show that there is only a small difference between the newly derived four-term formula and Rüger's formula for incidence angles less than 40°, and the new four-term formula can correctly reveal the seismic amplitude-versus-offset (AVO) characteristics of VTI media and fully retain the corresponding anisotropic seismic responses. Compared to Rüger's formula, the proposed new formula only has four terms of unknown parameters and can directly decouple Thomsen's anisotropy parameter ε from them, which helps to alleviate the ill-posed problems of simultaneous inversion of multiple parameters and enhance its application potential in seismic inversion of VTI media as shale.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46547474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
Water alternative gas (WAG) optimization for a heterogeneous Brazilian pre-salt carbonate reservoir 巴西非均质盐下碳酸盐岩储层水替代气优化
3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-29 DOI: 10.1093/jge/gxad053
Husham A Ali Elbaloula, Gonçalo Soares de Oliveira, Denis J Schiozer
Abstract Water alternating gas (WAG) is a cyclical process that involves alternating water and gas injections with the primary goal to improve sweep efficiency by maintaining initial high pressure, slowing water and gas breakthrough, and lowering oil viscosity. The objective of this work is to apply and optimize a WAG strategy on a carbonate field with light oil, compare it to the initially planned water-flooding strategy, and investigate the capability of WAG to improve field production. In this research, a compositional reservoir simulator was used to model a WAG process by injecting produced gas into the reservoir, using the same well structure as an optimized water-flooding strategy. Subsequently, a WAG strategy was created, optimizing the number and locations of wells, to facilitate a comparative analysis of the two recovery methods. The WAG optimization involved a detailed assessment of variables such as bottom hole pressure (BHP), WAG cycle duration, maximum gas oil ratio (GOR), and well positioning, to achieve a high net present value (NPV). The study focuses on the application of WAG optimization modeling in unconventional reservoirs, specifically pre-salt carbonate reservoirs, and investigates its implications on production strategy and forecast, emphasizing its potential for maximizing NPV and oil recovery in a recently producing field. The results showed that WAG improved reservoir performance when compared to water injection and produced a greater amount of oil. This solution showed potential to be tested under uncertainties (reservoir heterogeneity, faults, fractures, karsts, vugs, etc.) as future steps.
水-气交替注入(WAG)是一个循环过程,涉及水-气交替注入,主要目标是通过保持初始高压、减缓水-气突破和降低油粘度来提高波及效率。这项工作的目的是在含轻质油的碳酸盐岩油田应用和优化WAG策略,将其与最初计划的水驱策略进行比较,并研究WAG提高油田产量的能力。在这项研究中,使用了一个组合油藏模拟器来模拟WAG过程,通过将产出的气体注入到储层中,使用相同的井结构作为优化的水驱策略。随后,制定了WAG策略,优化了井的数量和位置,以便对两种采收率方法进行比较分析。WAG优化包括对井底压力(BHP)、WAG循环时间、最大油气比(GOR)和井位等变量的详细评估,以实现高净现值(NPV)。研究重点是WAG优化建模在非常规油藏(特别是盐下碳酸盐岩油藏)中的应用,并研究其对生产策略和预测的影响,强调其在新生产油田中最大化NPV和采收率的潜力。结果表明,与注水相比,WAG改善了储层的性能,并产生了更多的油。该方案显示出在不确定条件下(油藏非均质性、断层、裂缝、岩溶、溶洞等)进行测试的潜力。
{"title":"Water alternative gas (WAG) optimization for a heterogeneous Brazilian pre-salt carbonate reservoir","authors":"Husham A Ali Elbaloula, Gonçalo Soares de Oliveira, Denis J Schiozer","doi":"10.1093/jge/gxad053","DOIUrl":"https://doi.org/10.1093/jge/gxad053","url":null,"abstract":"Abstract Water alternating gas (WAG) is a cyclical process that involves alternating water and gas injections with the primary goal to improve sweep efficiency by maintaining initial high pressure, slowing water and gas breakthrough, and lowering oil viscosity. The objective of this work is to apply and optimize a WAG strategy on a carbonate field with light oil, compare it to the initially planned water-flooding strategy, and investigate the capability of WAG to improve field production. In this research, a compositional reservoir simulator was used to model a WAG process by injecting produced gas into the reservoir, using the same well structure as an optimized water-flooding strategy. Subsequently, a WAG strategy was created, optimizing the number and locations of wells, to facilitate a comparative analysis of the two recovery methods. The WAG optimization involved a detailed assessment of variables such as bottom hole pressure (BHP), WAG cycle duration, maximum gas oil ratio (GOR), and well positioning, to achieve a high net present value (NPV). The study focuses on the application of WAG optimization modeling in unconventional reservoirs, specifically pre-salt carbonate reservoirs, and investigates its implications on production strategy and forecast, emphasizing its potential for maximizing NPV and oil recovery in a recently producing field. The results showed that WAG improved reservoir performance when compared to water injection and produced a greater amount of oil. This solution showed potential to be tested under uncertainties (reservoir heterogeneity, faults, fractures, karsts, vugs, etc.) as future steps.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134919508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
Source-independent least-squares Reverse time migration in vertical transversely isotropic Media based on the student's t-distribution 垂直横向各向同性介质中基于学生t分布的源无关最小二乘反时偏移
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-21 DOI: 10.1093/jge/gxad054
Zilong Ye, Jianping Huang, Yi Shen, X. Mu, Q. Zhan
Seismic anisotropy exists in various type of strata and should be considered in seismic imaging schemes. Seismic imaging algorithms based on isotropic assumption neglect the impacts of anisotropy on seismic data, which causes migration artifact and waveform distortion. To correct the effects of anisotropy on seismic wave propagation, we propose an imaging algorithm that performs least-squares reverse time migration in vertical transversely isotropic acoustic media. We derive the following operators to implement this algorithm, the de-migration operator, its adjoint migration operator and the corresponding gradient. However, an inaccurate estimated source wavelet will introduce the error in the seismic simulation, and thus increase the mismatch between observed and synthetic data for least-squares reverse time migration. In addition, the noises, especially the noises with abnormal amplitudes in the seismic data, damage the inversion convergence and reduce the imaging resolution. To improve the image quality, we propose to use convolved wavefields between observed and synthetic data so that such mismatch can be independent of the source wavelets. Also, we employ the student's t-distribution instead of L2 norm in our inversion scheme to better handle the seismic noise. Its implementation only modifies the gradient of the conventional least square reverse time migration scheme. Our numerical tests show a clear improvement using our proposed imaging algorithm when compared with the conventional isotropic migration scheme for the anisotropic data. Also, the synthetic examples demonstrate the feasibility and effectiveness of our proposed source-independent algorithm using the student's t-distribution.
地震各向异性存在于各种类型的地层中,在地震成像方案中应予以考虑。基于各向同性假设的地震成像算法忽略了各向异性对地震数据的影响,造成偏移伪影和波形畸变。为了纠正各向异性对地震波传播的影响,我们提出了一种在垂直横向各向同性声学介质中进行最小二乘逆时偏移的成像算法。我们推导了以下算子来实现该算法:反迁移算子,它的伴随迁移算子和相应的梯度。然而,不准确的源小波估计会在地震模拟中引入误差,从而增加最小二乘逆时偏移的观测数据与合成数据之间的不匹配。此外,地震资料中的噪声,尤其是振幅异常的噪声,会破坏反演收敛性,降低成像分辨率。为了提高图像质量,我们建议在观测数据和合成数据之间使用卷积波场,这样这种不匹配可以独立于源小波。此外,我们在反演方案中采用学生t分布代替L2范数,以更好地处理地震噪声。它的实现仅仅修改了传统最小二乘逆时偏移方案的梯度。我们的数值测试表明,与传统的各向异性数据各向同性迁移方案相比,我们提出的成像算法有明显的改进。此外,综合实例也证明了我们提出的基于学生t分布的源无关算法的可行性和有效性。
{"title":"Source-independent least-squares Reverse time migration in vertical transversely isotropic Media based on the student's t-distribution","authors":"Zilong Ye, Jianping Huang, Yi Shen, X. Mu, Q. Zhan","doi":"10.1093/jge/gxad054","DOIUrl":"https://doi.org/10.1093/jge/gxad054","url":null,"abstract":"\u0000 Seismic anisotropy exists in various type of strata and should be considered in seismic imaging schemes. Seismic imaging algorithms based on isotropic assumption neglect the impacts of anisotropy on seismic data, which causes migration artifact and waveform distortion. To correct the effects of anisotropy on seismic wave propagation, we propose an imaging algorithm that performs least-squares reverse time migration in vertical transversely isotropic acoustic media. We derive the following operators to implement this algorithm, the de-migration operator, its adjoint migration operator and the corresponding gradient. However, an inaccurate estimated source wavelet will introduce the error in the seismic simulation, and thus increase the mismatch between observed and synthetic data for least-squares reverse time migration. In addition, the noises, especially the noises with abnormal amplitudes in the seismic data, damage the inversion convergence and reduce the imaging resolution. To improve the image quality, we propose to use convolved wavefields between observed and synthetic data so that such mismatch can be independent of the source wavelets. Also, we employ the student's t-distribution instead of L2 norm in our inversion scheme to better handle the seismic noise. Its implementation only modifies the gradient of the conventional least square reverse time migration scheme. Our numerical tests show a clear improvement using our proposed imaging algorithm when compared with the conventional isotropic migration scheme for the anisotropic data. Also, the synthetic examples demonstrate the feasibility and effectiveness of our proposed source-independent algorithm using the student's t-distribution.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44733710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
Investigation of urban active faults using the short-offset transient electromagnetic method: An example from Shunping, Hebei Province, China 用短偏移瞬变电磁法研究城市活动断层——以河北顺平为例
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-13 DOI: 10.1093/jge/gxad055
Wanting Song, Weiying Chen, Yiming He, Kangxin Lei, Pengfei Lv, Yang Zhao
The presence of an urban active fault carries a geological hazard risk that threatens urban construction. Therefore, detecting such faults is crucial for mitigating potential risks and ensuring safe urban development. The grounded-wire source short-offset transient electromagnetic method (SOTEM) offers an opportunity to identify faults with high-conductivity. The results of a SOTEM survey conducted in Shunping, Hebei Province, were presented to detect buried faults and locate the industrial park. Data were analysed using the one-dimensional inversion method with SOTEMsoft software, which was denoised using the short-time sliding window adaptive singular value decomposition algorithm based on the wavelet threshold. Despite the challenges posed by urban features, particularly traffic, the survey results located the fault and hold significant potential to reveal its extent and depth. The study highlights the importance of avoiding fault sites during urban construction, even though the area is currently tectonically stable. This paper reveals an unusual opportunity to study the effectiveness of electromagnetic methods for detecting buried faults in cities and reveal geological structures covered by Quaternary formations.
城市活动断层的存在带来了威胁城市建设的地质灾害风险。因此,检测此类故障对于降低潜在风险和确保城市安全发展至关重要。接地线源短偏移瞬态电磁法(SOTEM)为识别高导电性故障提供了机会。介绍了在河北省顺平市进行的SOTEM调查结果,以探测埋藏断层并定位工业园区。利用SOTEMsoft软件,采用一维反演方法对数据进行分析,并采用基于小波阈值的短时滑动窗自适应奇异值分解算法对数据进行去噪。尽管城市特征,特别是交通带来了挑战,但调查结果定位了断层,并具有揭示其范围和深度的巨大潜力。该研究强调了在城市建设过程中避开断层现场的重要性,尽管该地区目前构造稳定。这篇论文为研究电磁方法在探测城市埋藏断层和揭示第四纪地层覆盖的地质结构方面的有效性提供了一个难得的机会。
{"title":"Investigation of urban active faults using the short-offset transient electromagnetic method: An example from Shunping, Hebei Province, China","authors":"Wanting Song, Weiying Chen, Yiming He, Kangxin Lei, Pengfei Lv, Yang Zhao","doi":"10.1093/jge/gxad055","DOIUrl":"https://doi.org/10.1093/jge/gxad055","url":null,"abstract":"\u0000 The presence of an urban active fault carries a geological hazard risk that threatens urban construction. Therefore, detecting such faults is crucial for mitigating potential risks and ensuring safe urban development. The grounded-wire source short-offset transient electromagnetic method (SOTEM) offers an opportunity to identify faults with high-conductivity. The results of a SOTEM survey conducted in Shunping, Hebei Province, were presented to detect buried faults and locate the industrial park. Data were analysed using the one-dimensional inversion method with SOTEMsoft software, which was denoised using the short-time sliding window adaptive singular value decomposition algorithm based on the wavelet threshold. Despite the challenges posed by urban features, particularly traffic, the survey results located the fault and hold significant potential to reveal its extent and depth. The study highlights the importance of avoiding fault sites during urban construction, even though the area is currently tectonically stable. This paper reveals an unusual opportunity to study the effectiveness of electromagnetic methods for detecting buried faults in cities and reveal geological structures covered by Quaternary formations.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47101588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 1
Enhancing prestack seismic data by sparse radon transform and dynamic waveform matching 稀疏氡变换与动态波形匹配增强叠前地震数据
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-11 DOI: 10.1093/jge/gxad050
Fangzheng Ma, Chengliang Wu, Sheng Shen
In the field of complex underground geological structures and irregular topography, prestack seismic data often have a low Signal-to-Noise Ratio (SNR), where weakly reflected signals are buried beneath strong incoherent, and scattered noise. Stacking, such as beamforming along the moveout surfaces of coherent local events, can significantly improve seismic data quality. Accurate and efficient estimation of the moveout for an irregular acquisition geometry and uneven illumination is important in a complex environment. In this paper, a new optimal stacking approach for enhancing weak prestack reflection signals is presented. The proposed method mainly includes regional division and moveout estimation. Optimal stacking should be implemented within local time and space domains. Based on beam ray theory, we designed a reasonable regional division of the Common-Shot (CS), Common-Receiver (CR), and Common-Middle-Point (CMP) domains. Then, we proposed using the sparse radon transform and dynamic waveform matching method to estimate the moveout surfaces of local reflection events. The sparse radon transform was applied to obtain the linear moveout to ensure the correctness of the reflection wave direction. The residual nonlinear disturbance was estimated using the dynamic waveform matching method. Tests on synthetic and field data demonstrated the effectiveness of the proposed method, which can effectively improve the SNR of prestack seismic data and attenuate incoherent noise.
在复杂的地下地质结构和不规则地形领域,叠前地震数据通常具有低信噪比(SNR),弱反射信号被强非相干和散射噪声所掩盖。叠加,例如沿着相干局部事件的时差表面的波束形成,可以显著提高地震数据质量。在复杂环境中,对不规则采集几何形状和不均匀照明的时差进行准确有效的估计是重要的。本文提出了一种新的用于增强弱叠前反射信号的最优叠加方法。该方法主要包括区域划分和时差估计。应在本地时间域和空间域内实现最佳堆叠。基于光束射线理论,我们设计了公共发射(CS)、公共接收器(CR)和公共中点(CMP)域的合理区域划分。然后,我们提出了使用稀疏radon变换和动态波形匹配方法来估计局部反射事件的时差表面。应用稀疏radon变换获得线性时差,以保证反射波方向的正确性。采用动态波形匹配方法对剩余非线性扰动进行了估计。通过对合成和现场数据的测试,验证了该方法的有效性,该方法可以有效地提高叠前地震数据的信噪比,衰减非相干噪声。
{"title":"Enhancing prestack seismic data by sparse radon transform and dynamic waveform matching","authors":"Fangzheng Ma, Chengliang Wu, Sheng Shen","doi":"10.1093/jge/gxad050","DOIUrl":"https://doi.org/10.1093/jge/gxad050","url":null,"abstract":"\u0000 In the field of complex underground geological structures and irregular topography, prestack seismic data often have a low Signal-to-Noise Ratio (SNR), where weakly reflected signals are buried beneath strong incoherent, and scattered noise. Stacking, such as beamforming along the moveout surfaces of coherent local events, can significantly improve seismic data quality. Accurate and efficient estimation of the moveout for an irregular acquisition geometry and uneven illumination is important in a complex environment. In this paper, a new optimal stacking approach for enhancing weak prestack reflection signals is presented. The proposed method mainly includes regional division and moveout estimation. Optimal stacking should be implemented within local time and space domains. Based on beam ray theory, we designed a reasonable regional division of the Common-Shot (CS), Common-Receiver (CR), and Common-Middle-Point (CMP) domains. Then, we proposed using the sparse radon transform and dynamic waveform matching method to estimate the moveout surfaces of local reflection events. The sparse radon transform was applied to obtain the linear moveout to ensure the correctness of the reflection wave direction. The residual nonlinear disturbance was estimated using the dynamic waveform matching method. Tests on synthetic and field data demonstrated the effectiveness of the proposed method, which can effectively improve the SNR of prestack seismic data and attenuate incoherent noise.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42068428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
A new method in reservoir rock classification in carbonate and sandstone formations 碳酸盐岩和砂岩储层岩石分类新方法
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-10 DOI: 10.1093/jge/gxad056
Hashem Omrani, M. Hajipour, S. Jamshidi, M. Behnood
This study aims to improve rock-type classification by analyzing core data based on the water–oil primary drainage capillary pressure method. A modified empirical equation is proposed using permeability, porosity, and irreducible water saturation to classify rock types based on water–oil primary drainage capillary pressure. We used primary drainage capillary pressure data measured in carbonate and sandstone samples in the Ahvaz Asmari and Mansouri oilfields to evaluate the characterization number (Cn) method. This study consists of two main parts. First, the Cn method is introduced to rock typing, and the permeability is calculated from well log data. In the second part, we present rock-type classification when the water saturation of the formation is more than the irreducible water saturation. The novelty of this work is a simple and efficient technique to rock-type classification using the Cn method. In addition, we present a procedure to assign rock types for the transition zone using the Cn method. Moreover, this study systematically investigates the role of irreducible water saturation in rock typing. The innovation of this work lies in its ability to classify rocks in heterogeneous reservoirs for carbonate and sandstone lithology and allow for the calculation of permeability more accurately from well log data. The comparison results between the Cn method and the flow zone indicator method show the robust clustering ability of the Cn method.
本研究旨在通过分析基于水-油初次排水毛细管压力法的岩心数据来改进岩石类型分类。利用渗透率、孔隙度和束缚水饱和度提出了一个修正的经验方程,以水-油初次排水毛细管压力为基础对岩石类型进行分类。我们使用在Ahvaz-Asmari和Mansouri油田的碳酸盐岩和砂岩样品中测量的初级排水毛细管压力数据来评估特征数(Cn)方法。本研究由两个主要部分组成。首先,将Cn方法引入岩石分型,并根据测井数据计算渗透率。在第二部分中,我们提出了当地层的水饱和度大于束缚水饱和度时的岩石类型分类。这项工作的新颖之处在于使用Cn方法进行岩石类型分类是一种简单有效的技术。此外,我们还提出了一个使用Cn方法为过渡带指定岩石类型的程序。此外,本研究系统地研究了束缚水饱和度在岩石分型中的作用。这项工作的创新之处在于,它能够对非均质储层中的岩石进行碳酸盐岩和砂岩岩性分类,并能够根据测井数据更准确地计算渗透率。Cn方法与流动区指标方法的比较结果表明了Cn方法的鲁棒聚类能力。
{"title":"A new method in reservoir rock classification in carbonate and sandstone formations","authors":"Hashem Omrani, M. Hajipour, S. Jamshidi, M. Behnood","doi":"10.1093/jge/gxad056","DOIUrl":"https://doi.org/10.1093/jge/gxad056","url":null,"abstract":"\u0000 This study aims to improve rock-type classification by analyzing core data based on the water–oil primary drainage capillary pressure method. A modified empirical equation is proposed using permeability, porosity, and irreducible water saturation to classify rock types based on water–oil primary drainage capillary pressure. We used primary drainage capillary pressure data measured in carbonate and sandstone samples in the Ahvaz Asmari and Mansouri oilfields to evaluate the characterization number (Cn) method. This study consists of two main parts. First, the Cn method is introduced to rock typing, and the permeability is calculated from well log data. In the second part, we present rock-type classification when the water saturation of the formation is more than the irreducible water saturation. The novelty of this work is a simple and efficient technique to rock-type classification using the Cn method. In addition, we present a procedure to assign rock types for the transition zone using the Cn method. Moreover, this study systematically investigates the role of irreducible water saturation in rock typing. The innovation of this work lies in its ability to classify rocks in heterogeneous reservoirs for carbonate and sandstone lithology and allow for the calculation of permeability more accurately from well log data. The comparison results between the Cn method and the flow zone indicator method show the robust clustering ability of the Cn method.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49061727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
Numerical Investigation of Particles Flow Pattern and Pressure Distribution of Coal Bunker 煤仓颗粒流流型及压力分布的数值研究
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-08 DOI: 10.1093/jge/gxad052
De-fu Zhu, Xingwang Ji, Y. Huo, Zhonglun Wang, Biaobiao Yu, Deyu Wang
The stable loading and operation of a coal bunker is critical for efficient production. In this study, the coal particle contact parameters were calibrated based on the angle of repose characteristics. The loading and discharging process of the coal bunker was simulated using the EDEM program. In addition, the flow pattern of the coal particles and the distribution characteristics of the wall pressure were investigated. The results indicate that the coal particles in the bunker can be divided into two flow patterns: mass flow and funnel flow. During discharging, the wall pressure fluctuated and exhibited a local over-pressure phenomenon, with a maximum pressure coefficient of 1.75. Finally, this study provides a reasonable explanation for the transformation of the flow pattern of coal particles and the distribution characteristics of wall pressure based on the mechanism of pressure arch influence. The findings of this study can provide theoretical guidance for designing coal bunker structures.
煤仓的稳定装载和运行是高效生产的关键。在本研究中,基于休止角特性对煤颗粒接触参数进行标定。利用EDEM软件对煤仓的装卸过程进行了数值模拟。此外,还研究了煤颗粒的流动规律和壁面压力的分布特征。结果表明,煤颗粒在煤仓内可分为质量流和漏斗流两种流动形式。泄流过程中,管壁压力波动,出现局部超压现象,最大压力系数为1.75。最后,基于压力拱影响机理,对煤颗粒流动形态的转变和壁面压力的分布特征进行了合理解释。研究结果可为煤仓结构设计提供理论指导。
{"title":"Numerical Investigation of Particles Flow Pattern and Pressure Distribution of Coal Bunker","authors":"De-fu Zhu, Xingwang Ji, Y. Huo, Zhonglun Wang, Biaobiao Yu, Deyu Wang","doi":"10.1093/jge/gxad052","DOIUrl":"https://doi.org/10.1093/jge/gxad052","url":null,"abstract":"\u0000 The stable loading and operation of a coal bunker is critical for efficient production. In this study, the coal particle contact parameters were calibrated based on the angle of repose characteristics. The loading and discharging process of the coal bunker was simulated using the EDEM program. In addition, the flow pattern of the coal particles and the distribution characteristics of the wall pressure were investigated. The results indicate that the coal particles in the bunker can be divided into two flow patterns: mass flow and funnel flow. During discharging, the wall pressure fluctuated and exhibited a local over-pressure phenomenon, with a maximum pressure coefficient of 1.75. Finally, this study provides a reasonable explanation for the transformation of the flow pattern of coal particles and the distribution characteristics of wall pressure based on the mechanism of pressure arch influence. The findings of this study can provide theoretical guidance for designing coal bunker structures.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47992416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 1
Anisotropy evaluation and interface detection based on 3D holographic azimuthal electromagnetic resistivity logging instrument 基于三维全息方位电磁电阻率测井仪的各向异性评价与界面探测
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-05 DOI: 10.1093/jge/gxad046
Liqi Fang, Yuxin Bai, Shuyu Guo, Xiao Liu, Siyu Tang, Xiaoqiu Li, Jiaqi Xiao
3D holographic azimuthal electromagnetic resistivity logging while drilling is a convenient and efficient technology to obtain information about formation. It has the advantages of instant, accurate. It can be applied to the field of engineering such as evaluating the anisotropy and detecting nearby geological interfaces. A 3D electromagnetic resistivity azimuthal LWD instrument consists of coaxial, coplanar, tilted, and orthogonal antenna systems, being able to solve for all nine components. The explicit generic formulation is derived from presenting the response for a basic unit of one arbitrarily-oriented transmitter and one arbitrarily-oriented receiver. Combining the responses of basic units with different transmitter-receiver spacing and different components, an ‘anisotropy signal’ is defined with the phase difference${M_{px}}$ and amplitude ratio ${M_{ax}}$. A ‘boundary signal’ is also defined with the phase difference ${M_{pz}}$ and amplitude ratio ${M_{az}}$. Forward simulation results show that the 2MHz ${M_{px}}$ can accurately identify geological anisotropy in highly deviated and horizontal wells. The ${M_{az}}$can detect geological interfaces in highly deviated and horizontal wells. the 100KHz${rm{,,}}{M_{az}},,$can detect geological boundaries in the range of 8m-9m.
随钻三维全息方位电磁电阻率测井是一种方便、高效的地层信息获取技术。它具有即时、准确的优点。它可以应用于工程领域,如评估各向异性和探测附近的地质界面。三维电磁电阻率方位随钻测井仪由同轴、共面、倾斜和正交天线系统组成,能够解决所有九个组件的问题。显式通用公式是从呈现一个任意定向发射机和一个任意取向接收机的基本单元的响应导出的。将具有不同发射器-接收器间距和不同分量的基本单元的响应相结合,定义了具有相位差${M_{px}}$和振幅比${M_{ax}}$的“各向异性信号”。还用相位差${M_{pz}}$和幅度比${M_{az}}$定义了“边界信号”。正演模拟结果表明,2MHz${M_{px}}$可以准确识别大斜度井和水平井的地质各向异性。${M_{az}}$可以探测大斜度和水平井中的地质界面。100KHz${rm{,,}{M_{az}},$可以探测到8米至9米范围内的地质边界。
{"title":"Anisotropy evaluation and interface detection based on 3D holographic azimuthal electromagnetic resistivity logging instrument","authors":"Liqi Fang, Yuxin Bai, Shuyu Guo, Xiao Liu, Siyu Tang, Xiaoqiu Li, Jiaqi Xiao","doi":"10.1093/jge/gxad046","DOIUrl":"https://doi.org/10.1093/jge/gxad046","url":null,"abstract":"\u0000 3D holographic azimuthal electromagnetic resistivity logging while drilling is a convenient and efficient technology to obtain information about formation. It has the advantages of instant, accurate. It can be applied to the field of engineering such as evaluating the anisotropy and detecting nearby geological interfaces. A 3D electromagnetic resistivity azimuthal LWD instrument consists of coaxial, coplanar, tilted, and orthogonal antenna systems, being able to solve for all nine components. The explicit generic formulation is derived from presenting the response for a basic unit of one arbitrarily-oriented transmitter and one arbitrarily-oriented receiver. Combining the responses of basic units with different transmitter-receiver spacing and different components, an ‘anisotropy signal’ is defined with the phase difference${M_{px}}$ and amplitude ratio ${M_{ax}}$. A ‘boundary signal’ is also defined with the phase difference ${M_{pz}}$ and amplitude ratio ${M_{az}}$. Forward simulation results show that the 2MHz ${M_{px}}$ can accurately identify geological anisotropy in highly deviated and horizontal wells. The ${M_{az}}$can detect geological interfaces in highly deviated and horizontal wells. the 100KHz${rm{,,}}{M_{az}},,$can detect geological boundaries in the range of 8m-9m.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42875126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
High-precision and high-efficiency first-arrival slope tomography via eikonal solvers and the adjoint-state method 基于正交解算和伴随状态法的高精度高效初到斜坡层析成像
IF 1.4 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-05 DOI: 10.1093/jge/gxad051
Yong Li, Gulan Zhang, Guanghui Hu, Ke Li, Yiliang Luo, Chenxi Liang, Jing Duan
First-arrival slope tomography (FAST) introduces first-arrival slopes, corresponding to the horizontal components of the slowness vectors, at the receiver and source positions to supplement first-arrival traveltime for better guiding ray propagation in the media until the best match is achieved with the observed data. FAST can recover the velocity model with higher resolution and precision than first-arrival traveltime tomography (FATT) but is computationally intensive. In this context, we propose a high-precision and high-efficiency approach, referred to as HFAST. HFAST redefines one of the slopes using the reciprocity principle and simultaneously employs the first-arrival traveltime and slopes to ensure high-quality model building. On the other hand, HFAST extracts calculated data and derives the gradient of the misfit function from the solutions of relatively limited forward and inverse problems, resulting in a low computational cost. The cost of HFAST is proportional to the minimum between the receivers and sources, whereas the cost of FAST is scaled to the sum of the receivers and sources. Numerical experiments involving the checkerboard and SEAM II Foothill models demonstrate that HFAST can achieve a higher inversion precision than FATT, especially in the recovery of small-scale anomalies and the presence of velocity reversal. Moreover, HFAST is more computationally efficient than FAST and suitable for managing large data sets. Therefore, HFAST can be regarded as a valuable supplement to current first-arrival-based model building methods and has the potential to be applied in static corrections, prestack depth migration, and waveform inversion in the future.
首次到达斜率层析成像(FAST)在接收器和源位置引入与慢度矢量的水平分量相对应的首次到达斜率,以补充首次到达行程时间,从而更好地引导射线在介质中传播,直到与观测数据实现最佳匹配。FAST可以以比首次到达旅行时间断层扫描(FATT)更高的分辨率和精度恢复速度模型,但计算量大。在这种情况下,我们提出了一种高精度和高效的方法,称为HFAST。HFAST使用互易原理重新定义了其中一个斜坡,并同时采用了首次到达行程时间和斜坡,以确保高质量的模型构建。另一方面,HFAST提取计算数据,并从相对有限的正向和反向问题的解中导出失配函数的梯度,从而降低了计算成本。HFAST的成本与接收器和源之间的最小值成比例,而FAST的成本则按比例缩放为接收器和源的总和。涉及棋盘和SEAM II Foothill模型的数值实验表明,HFAST可以实现比FATT更高的反演精度,特别是在小规模异常恢复和速度反转的情况下。此外,HFAST在计算上比FAST更高效,适合管理大型数据集。因此,HFAST可以被视为对当前基于初到的建模方法的一种有价值的补充,并有可能在未来的静态校正、叠前深度偏移和波形反演中应用。
{"title":"High-precision and high-efficiency first-arrival slope tomography via eikonal solvers and the adjoint-state method","authors":"Yong Li, Gulan Zhang, Guanghui Hu, Ke Li, Yiliang Luo, Chenxi Liang, Jing Duan","doi":"10.1093/jge/gxad051","DOIUrl":"https://doi.org/10.1093/jge/gxad051","url":null,"abstract":"\u0000 First-arrival slope tomography (FAST) introduces first-arrival slopes, corresponding to the horizontal components of the slowness vectors, at the receiver and source positions to supplement first-arrival traveltime for better guiding ray propagation in the media until the best match is achieved with the observed data. FAST can recover the velocity model with higher resolution and precision than first-arrival traveltime tomography (FATT) but is computationally intensive. In this context, we propose a high-precision and high-efficiency approach, referred to as HFAST. HFAST redefines one of the slopes using the reciprocity principle and simultaneously employs the first-arrival traveltime and slopes to ensure high-quality model building. On the other hand, HFAST extracts calculated data and derives the gradient of the misfit function from the solutions of relatively limited forward and inverse problems, resulting in a low computational cost. The cost of HFAST is proportional to the minimum between the receivers and sources, whereas the cost of FAST is scaled to the sum of the receivers and sources. Numerical experiments involving the checkerboard and SEAM II Foothill models demonstrate that HFAST can achieve a higher inversion precision than FATT, especially in the recovery of small-scale anomalies and the presence of velocity reversal. Moreover, HFAST is more computationally efficient than FAST and suitable for managing large data sets. Therefore, HFAST can be regarded as a valuable supplement to current first-arrival-based model building methods and has the potential to be applied in static corrections, prestack depth migration, and waveform inversion in the future.","PeriodicalId":54820,"journal":{"name":"Journal of Geophysics and Engineering","volume":" ","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49059550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 0
期刊
Journal of Geophysics and Engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1