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Study on large-gradient deformation of mining areas based on InSAR-PEK technology 基于InSAR-PEK技术的矿区大梯度变形研究
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.107056
Hao Tan, Xuexiang Yu, Mingfei Zhu, Shenshen Chi, Chao Liu, Hengzhi Chen
To solve large-gradient deformation in mining areas unavailable by SAR data, a method combining PIM Exponent Knothe (PEK) model and InSAR technology (InSAR-PEK) was proposed to predict the mining-induced subsidence and obtain the large-gradient deformation dynamically. Firstly, the maximum subsidence value predicted by the probability integration method was combined with SAR data, and the subsidence values in the initial and residual periods were obtained. Secondly, three groups of power exponent Knothe function parameters were obtained, including csar and ksar based on SAR data, clevel_wz, and klevel_wz based on leveling data over a complete observation period, and clevel_bf and klevel_bf based on the elimination of the leveling data in the main period. Finally, the predicted values of the three groups of parameters were compared with the measured data, respectively, and the root mean square errors (RMSE) were obtained. The engineering example verified that RMSEs were 28.1mm~91.7mm in the main period and 30.9mm~58.7mm in the whole period estimated by the InSAR-PEK method. The results showed that the subsidence values in the main period were relatively stable by the InSAR-PEK method, and some points' prediction accuracy was better than that of leveling data. The predicted values obtained by the InSAR-PEK method and those extracted by SAR were compared with the measured values. In the main period, the values extracted by SAR differed greatly from the measured values, which were false values. However, the predicted values by the InSAR method were close to the measured values, which can be used to independently get subsidence values in the main period from SAR data.
为解决SAR数据无法提供的矿区大梯度变形问题,提出了PIM指数Knothe (PEK)模型与InSAR技术相结合的采动沉陷预测方法,动态获取采动沉陷大梯度变形。首先,将概率积分法预测的最大沉降值与SAR数据相结合,得到初始期和剩余期的沉降值;其次,得到三组幂指数Knothe函数参数,包括基于SAR数据的csar和ksar,基于整期水准数据的clevel_wz和klevel_wz,以及基于主期水准数据消除的clevel_bf和klevel_bf。最后,将三组参数的预测值分别与实测数据进行比较,得到均方根误差(RMSE)。工程实例验证了InSAR-PEK方法估算的主周期均方根误差为28.1mm~91.7mm,全周期均方根误差为30.9mm~58.7mm。结果表明,InSAR-PEK方法在主要时期的沉降值相对稳定,部分测点的预测精度优于水准资料。将InSAR-PEK方法得到的预测值与SAR提取的预测值与实测值进行比较。在主要时段,SAR提取值与实测值相差较大,为假值。而InSAR方法预测的沉降值与实测值较为接近,可用于从SAR数据中独立获取主要时段的沉降值。
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引用次数: 0
Ecological restoration strategies of rock-soluble stone desertification regions under the background of big data and the Internet of Things 大数据与物联网背景下溶岩石漠化地区生态修复策略
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.108083
Guanyao Lu
As the focus and difficulty of global ecological governance, rock-soluble graphite ecological issues have been plagued by the research and exploration of ecologists for many years. This article studies the current development status of rock-soluble graphite. Features and laws targeted implementing the ecological restoration strategies of rock-soluble graphite regions under the background of big data and the Internet of Things. By establishing a mathematical analysis model of the total ecological assets, the theoretical research on the restoration process and means of ecology. In the past 20 years, the southwest region’s ecological improvement and governance situation has been summarized and analyzed, and the key aspects and main contents of ecological restoration are analyzed and demonstrated.
岩溶石墨生态问题作为全球生态治理的重点和难点,多年来一直困扰着生态学家的研究和探索。本文研究了岩溶性石墨的发展现状。大数据和物联网背景下有针对性地实施岩溶石墨区生态修复策略的特征与规律通过建立总生态资产的数学分析模型,对生态修复过程和手段进行理论研究。总结分析了近20年来西南地区生态建设与治理状况,对生态修复的重点方面和主要内容进行了分析论证。
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引用次数: 0
Landslide susceptibility mapping of Penang Island, Malaysia, using remote sensing and multi-geophysical methods 利用遥感和多地球物理方法绘制马来西亚槟城岛滑坡易感性图
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.107274
Siti Nurkhalidah Husainy, Andy Anderson Bery, Ismail Ahmad Abir, Wien Lestari, Adedibu Sunny Akingboye
Malaysia is one of the countries in the world experiencing landslides yearly due to natural events and human activities. Penang Island is Malaysia’s second most developed state and the largest by population. It is prone to landslides with devastating environmental impacts. Hence, the need to characterize its near-surface soil-rock conditions. This study uses remotely sensed data via frequency ratio (FR) techniques to identify landslide-prone areas based on different categories of landslide causative factors. To further understand the conditions and hydrodynamics of the soil-rock profiles causing landslides, electrical resistivity tomography and seismic refraction tomography were carried out at a landslide-suspected section in the study area. Also, the satellite-derived Bouguer gravity anomaly modeling was performed to map the varied gravity anomalies associated with landslide-triggering factors in lithologic units. The multi-geophysical models offer strongly correlated results with the causative remote sensed maps and the landslide susceptibility index (LSI) map. The likelihood of landslides occurring in the area, as suggested by the area under curve modeling of LSI data, yielded a high predicted success rate of 83.47%. Hence, prospective landslides were identified at the hilly and elevated sections, while the less susceptible sections were identified on flat reliefs. Landslides may also be triggered, for instance, at steep sections with varied contractive soil bodies and shallow structures. Most importantly, leveraging the LSI map would help the necessary agencies to forestall and mitigate future landslide occurrences in the area.
由于自然事件和人类活动,马来西亚是世界上每年经历山体滑坡的国家之一。槟城岛是马来西亚第二发达的州,也是人口最多的州。它容易发生滑坡,对环境造成破坏性影响。因此,有必要描述其近地表土壤-岩石条件。本研究利用遥感数据,通过频率比(FR)技术,根据不同类型的滑坡成因识别滑坡易发区域。为进一步了解滑坡发生的条件和水动力,在研究区某滑坡疑似断面进行了电阻率层析成像和地震折射层析成像。此外,还进行了卫星衍生的布格重力异常建模,以绘制岩性单元中与滑坡触发因素相关的各种重力异常。多地球物理模型与成因遥感图和滑坡易感性指数(LSI)图具有较强的相关性。根据LSI数据曲线建模下的面积,该区域发生滑坡的可能性预测成功率高达83.47%。因此,在丘陵和高架路段确定了可能发生滑坡的路段,而在平坦的地形上确定了不太容易发生滑坡的路段。例如,在具有各种收缩土体和浅层结构的陡峭路段,也可能引发滑坡。最重要的是,利用LSI地图将有助于必要的机构预防和减轻该地区未来发生的山体滑坡。
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引用次数: 0
Integrated Interpretation of Eocene-Palaeocene Rocks in Potwar Basin, Pakistan: Implications for Petroleum Generation 巴基斯坦Potwar盆地始新世-古新世岩石综合解释:油气生成意义
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.105917
Syed Bilawal Ali Shah
This study demonstrates how an integrated geochemical and petrophysical analysis can be used to evaluate the petroleum generation potential of source and reservoir rocks. The Eocene and Palaeocene sequences of the Potwar Basin, located in the upper Indus Basin of Pakistan, were analyzed. Well logs and Schlumberger log interpretation charts were used for the petrophysical analysis of the Chorgali Formation's reservoir potential. Geochemical methods were applied to 34 well-cutting Sakesar and Patala formations samples. Results from Vitrinite Reflectance (VR) (%Ro) and Tmax data suggest that both formations have reached the peak of their oil generation window. The Sakesar Formation has a mean TOC of 1.88 wt. % and HI values of 375 mg HC/g TOC. The Patala Formation has a mean TOC of 3.33 wt.% in well A and HI values ranging from 2.4 to 369 mg HC/g TOC in well B, with a mean TOC of 3.52 wt%. Both formations have mixed Type II/III kerogen. The findings indicate that both the Sakesar and Patala formations possess good oil/gas-generation potential and may act as source rocks in the Potwar Basin. Petrophysical analysis of the Chorgali Formation shows an average porosity of 10.32%, water saturation of 36.14%, and hydrocarbon saturation of 63.85%. This indicates that the Chorgali Formation has an average to good reservoir potential. The research findings will aid exploration and production companies in the Fimkassar Oilfield.
该研究表明,地球化学和岩石物理综合分析可以用于评价烃源岩和储集岩的生油潜力。对位于巴基斯坦印度河上游的Potwar盆地始新世和古新世的层序进行了分析。测井和斯伦贝谢测井解释图用于Chorgali组储层潜力的岩石物理分析。应用地球化学方法对Sakesar和Patala地层的34个切井样品进行了分析。镜质组反射率(VR) (%Ro)和Tmax数据表明,这两个地层都达到了生油窗口的峰值。Sakesar组的平均TOC为1.88 wt. %, HI值为375 mg HC/g TOC。Patala组a井的平均TOC为3.33 wt.%, B井的HI值为2.4 ~ 369 mg HC/g TOC,平均TOC为3.52 wt%。两层均为II/III型混合干酪根。研究结果表明,Sakesar组和Patala组均具有良好的生油潜力,可能是Potwar盆地的烃源岩。经岩石物理分析,Chorgali组平均孔隙度为10.32%,含水饱和度为36.14%,含油饱和度为63.85%。这表明乔尔格里组具有中等到较好的储层潜力。研究结果将有助于芬卡萨油田的勘探和生产公司。
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引用次数: 0
Computer vision techniques applied to automatic detection of sinusoids in borehole resistivity imaging – A comparison with the MSD method 应用于井眼电阻率成像中正弦波自动检测的计算机视觉技术。与MSD方法的比较
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.101556
Jorge Alberto Leal, Luis Hernan Ochoa Gutierrez, Sergio Francisco Acosta Lenis
In this research computer vision techniques are applied to borehole resistivity imaging in order to establish an alternative procedure to the mean square dip (MSD) processing. The MSD is regularly applied to detect sinusoids and dips automatically in borehole imaging and dipmeter logs. The present proposal is based on Gabor’s filters, morphological transformations, Hough’s transform, and clustering techniques. The MSD method and the computer vision proposal were tested in 1012 m of images, showing 7.986% of false positives for the MSD processing and 0.879% for the computer vision approach. This methodology tries to emulate the geologists behavior when they make image interpretation; instead of making correlations between resistivity curves like the MSD does. There are no special computer requirements, and it can be applied directly in the field for quick well-site dip results. This procedure can be easily integrated into log units and most commercial borehole-imaging processing software. The processing workflow was developed in python using standard libraries.
本研究将计算机视觉技术应用于井眼电阻率成像,以建立一种替代均方倾角(MSD)处理的方法。MSD通常用于在井眼成像和倾角仪测井中自动检测正弦波和倾角。目前的建议是基于Gabor滤波器,形态变换,霍夫变换和聚类技术。在1012 m的图像中对MSD方法和计算机视觉方案进行了测试,MSD处理的误报率为7.986%,计算机视觉方法的误报率为0.879%。该方法试图模拟地质学家在进行图像解译时的行为;而不是像MSD那样在电阻率曲线之间建立相关性。没有特殊的计算机要求,可以直接应用于现场,快速获得井场倾角结果。该程序可以很容易地集成到测井装置和大多数商业井眼成像处理软件中。处理工作流是使用标准库用python开发的。
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引用次数: 0
Vertical accuracy evaluation free access digital elevation models (DEMs): case Fergana Valley in Uzbekistan 垂直精度评估免费访问数字高程模型(dem):以乌兹别克斯坦费尔干纳河谷为例
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.103801
Dilbarkhon Fazilova, Obidjon Arabov
In this study, the vertical accuracy of the Shuttle Radar Topography Mission Digital Elevation Model Version 2.0 (SRTM30), the Advanced Spaceborne Thermal Emission and Reflection Radiometer Global DEM Version 2.0 (ASTER GDEM2), and Advanced Land Observing Satellite World 3D Digital Surface Model Version 2.1 (ALOS AW3D30) was statistically assessed using GPS data. The Fergana Valley area was chosen as a study region, where the land surface can reflect tectonic processes. The values of ellipsoidal heights of 27 points of the regional GPS network were chosen as reference data. The geometric approach using GPS/leveling data and EGM96 global geopotential model-based geoid undulations was applied for geoid surface fitting. The geoid height corrections range ranged from –0.66 m to 0.87 m. Root-Mean-Square errors of ~10.0 m, ~16.4 m, and ~6.6 m was obtained for SRTM30, ASTER GDEM2, and ALOS AW3D30, respectively. It was found that compared with the reference model, all the global DEMs in mountainous areas generally overestimated elevation and the value of vertical accuracy at a 90% confidence level by 3-6 meters exceeded the declared by distributors. But ALOS AW3D30 proved to be the most accurate DEM that best represents the topography of the earth’s surface and could be used for some engineering applications in Fergana Valley.
本研究利用GPS数据对航天飞机雷达地形任务数字高程模型2.0版(SRTM30)、先进星载热发射与反射辐射计全球DEM 2.0版(ASTER GDEM2)和先进陆地观测卫星世界三维数字地表模型2.1版(ALOS AW3D30)的垂直精度进行了统计评估。选择费尔干纳河谷地区作为研究区域,该地区地表可以反映构造过程。选取区域GPS网27个点的椭球高度值作为参考数据。采用基于GPS/水准数据和EGM96全球位势模型的大地水准面波动的几何方法进行大地水准面拟合。大地水准面高度校正范围为-0.66 ~ 0.87 m。SRTM30、ASTER GDEM2和ALOS AW3D30的均方根误差分别为~10.0 m、~16.4 m和~6.6 m。结果发现,与参考模式相比,全球山区dem普遍高估了高程,在90%置信水平下的垂直精度值比分销商公布的高3 ~ 6 m。但ALOS AW3D30被证明是最准确的DEM,最能代表地球表面的地形,可以用于费尔干纳山谷的一些工程应用。
{"title":"Vertical accuracy evaluation free access digital elevation models (DEMs): case Fergana Valley in Uzbekistan","authors":"Dilbarkhon Fazilova, Obidjon Arabov","doi":"10.15446/esrj.v27n2.103801","DOIUrl":"https://doi.org/10.15446/esrj.v27n2.103801","url":null,"abstract":"In this study, the vertical accuracy of the Shuttle Radar Topography Mission Digital Elevation Model Version 2.0 (SRTM30), the Advanced Spaceborne Thermal Emission and Reflection Radiometer Global DEM Version 2.0 (ASTER GDEM2), and Advanced Land Observing Satellite World 3D Digital Surface Model Version 2.1 (ALOS AW3D30) was statistically assessed using GPS data. The Fergana Valley area was chosen as a study region, where the land surface can reflect tectonic processes. The values of ellipsoidal heights of 27 points of the regional GPS network were chosen as reference data. The geometric approach using GPS/leveling data and EGM96 global geopotential model-based geoid undulations was applied for geoid surface fitting. The geoid height corrections range ranged from –0.66 m to 0.87 m. Root-Mean-Square errors of ~10.0 m, ~16.4 m, and ~6.6 m was obtained for SRTM30, ASTER GDEM2, and ALOS AW3D30, respectively. It was found that compared with the reference model, all the global DEMs in mountainous areas generally overestimated elevation and the value of vertical accuracy at a 90% confidence level by 3-6 meters exceeded the declared by distributors. But ALOS AW3D30 proved to be the most accurate DEM that best represents the topography of the earth’s surface and could be used for some engineering applications in Fergana Valley.","PeriodicalId":11456,"journal":{"name":"Earth Sciences Research Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135022115","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: 0
Influence of Compaction on Electrical Resistivity Characteristics of Fine-grained Soil East of Baghdad City, Iraq 压实对伊拉克巴格达市东部细粒土电阻率特性的影响
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.107646
Asem Hassan
In geotechnical practice, there is a continuous demand for an efficient method for measuring the soil moisture content and dry unit weight of compacted soils used in a wide range of earthwork constructions. The Electrical Resistivity method has increasingly been used for rapid and non-invasive assessment of some geotechnical properties. This study aims to evaluate the influence of Moisture Content (MC), Dry Unit Weight (DUW), and Compaction Energy (E) on the Electrical Resistivity (ER) of soil collected from the east of Baghdad City, Iraq. To achieve this goal, soil specimens were compacted to various MC and DUW found in geotechnical practice using different E levels. The ER of prepared specimens was measured using the two electrodes method and compared with various geotechnical parameters related to the compaction process. The results showed that the employed MC, DUW, and E levels influenced the ER. The higher the MC, DUW, and E, the lower the ER. However, the ER was more sensitive to these variables for specimens compacted dry of the optimum. Furthermore, the ER was correlated very well with Volumetric Moisture Content ϴ and Degree of Saturation Sr of soil, with a high correlation coefficient (R2 >94%) and very low p-values, which indicated that these correlations were statistically significant. The current findings indicate the usefulness of the ER method for predicting these parameters. Therefore, using the ER method as a rapid and cost-effective technique for the preliminary evaluation of soil compaction variables in earthwork constructions is recommended. However, the current laboratory findings must be confirmed on different soil types.
在岩土工程实践中,一直需要一种有效的方法来测量各种土方工程中使用的土壤含水量和压实土的干单位重。电阻率法已越来越多地用于快速、无创地评价岩土工程性质。本研究旨在评价含水量(MC)、干重(DUW)和压实能(E)对伊拉克巴格达市东部土壤电阻率(ER)的影响。为了实现这一目标,土壤样品被压实成不同的MC和DUW,在岩土工程实践中使用不同的E水平。采用双电极法测量了制备试样的内能,并与与压实过程相关的各种岩土参数进行了比较。结果表明,所使用的MC、DUW和E水平影响ER。MC、DUW和E越高,ER越低。然而,对于压实干燥的最佳试样,ER对这些变量更为敏感。土壤内能与土壤体积含水率ϴ和饱和程度Sr的相关性非常好,相关系数很高(R2 >94%), p值很低,说明这些相关性具有统计学意义。目前的研究结果表明,ER方法对预测这些参数是有用的。因此,推荐使用ER法作为一种快速、经济的方法来初步评估土方工程中土壤压实变量。然而,目前的实验室研究结果必须在不同的土壤类型上得到证实。
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引用次数: 0
Depositional environment and hydrocarbon exploration potential based on sedimentary facies and architectural analysis of the Upper Cretaceous Shendi Formation in Musawwarat-Naga area, Shendi-Atbara Basin, Sudan 基于沉积相和构型分析的苏丹Shendi- atbara盆地Musawwarat-Naga地区上白垩统Shendi组沉积环境与油气勘探潜力
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.98795
Mohamed Diaeldin Babkir Hassan Babkir, Matthew E. Nton, Ali A. M. Eisawi
This study examines both vertical and lateral facies changes as well as petrographic characteristics of the outcropping section of the Upper Cretaceous Shendi Formation in the Musawwarat-Naga area with a view of interpreting the depositional environment, provenance, and tectonic setting that prevailed during the deposition of the sediments. Field studies revealed the presence of eight different sedimentary lithofacies. The predominant is the trough cross-bedded sandstone facies (St), representing 75% of the total succession. Four architectural elements were recognized: sandy bedforms (SB), channel fill (CH), gravelly bars and bedforms (GB), and overbank fines (OF). Moreover, the mean value of paleocurrent directions was 285.3°, suggesting a southeasterly located source area. The majority of the sandstones were classified as quartz arenites with subordinate sublithic-arenites. Ternary plots of quartz-feldspar-lithic fragments (QFL) revealed that the tectonic setting is predominantly within the interior craton. It can be suggested that the sediments were sourced from the southeast region and associated with a braided, proximal, fluvial depositional environment. The results of this study provide outcrop analog data that might be useful in exploring hydrocarbons. Specifically, it can enhance the understanding and prediction of the proximal fluvial depositional styles in the subsurface deposits in the Shendi-Atbara Basin and similar rift basins in Sudan and Africa.
本研究考察了Musawwarat-Naga地区上白垩统申迪组露头剖面的垂向和侧向相变化以及岩石学特征,以期解释沉积物沉积时的沉积环境、物源和构造背景。实地研究表明,存在8种不同的沉积岩相。以槽状交错层状砂岩相(St)为主,占总层序的75%。确定了四种建筑元素:沙质河床(SB)、河道填充物(CH)、沙质沙洲和河床(GB)以及河岸细砂(OF)。古海流方向平均值为285.3°,源区位于东南方向。砂岩以石英砂质为主,次为亚岩屑砂质。石英长石岩屑(QFL)三元图显示构造环境主要在克拉通内部。研究表明,这些沉积物来自东南地区,与辫状、近端河流沉积环境有关。这项研究的结果提供了可能对勘探碳氢化合物有用的露头模拟数据。具体而言,它可以增强对Shendi-Atbara盆地以及苏丹和非洲类似裂谷盆地地下矿床近端河流沉积样式的认识和预测。
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引用次数: 0
Analysis of the influence characteristics and correction effect of the mine direct current method in advance detection of roadway cavities 矿井直流法超前探测巷道空腔的影响特征及校正效果分析
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.86211
Haijun Xie, Jingrui Li, Zhiqiang Li, Sheng Li
To ensure safety during coal mining, the DC electric method is frequently used for the advanced detection of concealed water-rich abnormal geological bodies located ahead of a drivage roadway. However, to some extent, the accuracy of the detection is influenced by the roadway cavity, resulting in a deviation from the actual location of the anomaly. To investigate this phenomenon, the principle of advanced detection based on a spheroidal physical model was analyzed via “comparative analyses” and “simulated” methods using COSMOL Multiphysics software. Following the principle of numerical simulations, the influence of the roadway cavity on the accuracy of the advanced DC detection method was introduced, and the ratio of apparent resistivity calculated from actual data to that calculated only with the roadway cavity was carried out to obtain the roadway correction coefficient. This coefficient was employed to correct the apparent resistivity data for advanced 3-D detection. Additionally, the response characteristics of the anomalies at different electrode layout locations in the roadway were discussed. The results show that the ratio method effectively corrects the influence of the roadway during advance detection using the DC electric method and simultaneously improves the resolution of geological anomalies and the accuracy of positioning. Additionally, the influence of the roadway was related to the relative positions of the electrodes along the roadway. When the electrodes are set at the junction of the floor and the sidewall, the obtained resistivity curve is less affected. Therefore, the resolutions of the anomalies are higher, and their positioning is more accurate. Furthermore, a practical application of the ratio method indicated that the corrected curves reflected the geological anomalies better.
为保证煤矿开采安全,在超前探测巷道前方隐伏富水异常地质体时,常采用直流电法。但在一定程度上,探测精度受到巷道空腔的影响,与实际异常位置存在一定偏差。为了研究这一现象,利用COSMOL Multiphysics软件,通过“对比分析”和“模拟”两种方法,分析了基于球面物理模型的超前探测原理。根据数值模拟的原理,介绍了巷道空腔对先进直流探测方法精度的影响,利用实际数据计算的视电阻率与仅利用巷道空腔计算的视电阻率之比,得到巷道修正系数。利用该系数对视电阻率数据进行校正,实现超前三维探测。此外,还讨论了巷道中不同电极布置位置的异常响应特征。结果表明,比值法有效地纠正了直流电法超前探测时巷道的影响,同时提高了地质异常的分辨率和定位精度。此外,巷道的影响与电极沿巷道的相对位置有关。当电极设置在底板与侧壁交界处时,得到的电阻率曲线受影响较小。因此,异常的分辨率更高,定位也更准确。比值法的实际应用表明,校正后的曲线能更好地反映地质异常。
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引用次数: 0
Estimation of evaporation from the water surface using the norm operator 用范数算子估计水面蒸发量
4区 地球科学 Q3 Earth and Planetary Sciences Pub Date : 2023-08-16 DOI: 10.15446/esrj.v27n2.106442
Hale Eriskin, Özlem Terzi
Due to the lack of precipitation in recent years, some regions of Turkey are in danger of drought. This situation increases the importance of planning water resources and makes it necessary to develop water budget calculations. One of the important steps in water budget calculations is the correct estimation of the amount of evaporation. For this reason, a different method has been developed for evaporation estimation and the applicability of this developed method has been tested with the meteorological parameters of Lake Eğirdir, one of most important freshwater resources of Turkey. Eğirdir Lake is located within the borders of Isparta province in the Mediterranean Region, Turkey. Firstly, evaporation estimation models were developed by artificial neural networks (ANN) method using 490 days of air temperature, water temperature, sunshine duration, and solar radiation parameters of Lake Eğirdir. After the meteorological parameters were transformed into a dimensionless form through normalization, the norm function was applied to these parameters as a part of the modeling process. The values obtained by the function are used as input parameters in the N-ANN method. In both cases, the pan evaporation values obtained with different network structures were compared and it was seen that the N-ANN models developed with the norm operator in general gave more appropriate results.
由于近年来降水不足,土耳其的一些地区面临干旱的危险。这种情况增加了规划水资源的重要性,因此有必要编制水预算计算。水分收支计算的重要步骤之一是正确估计蒸发量。为此,开发了一种不同的蒸发量估算方法,并利用土耳其最重要的淡水资源之一Eğirdir湖的气象参数对该方法的适用性进行了测试。Eğirdir湖位于土耳其地中海地区伊斯帕塔省的边界内。首先,利用Eğirdir湖490 d的气温、水温、日照时数和太阳辐射参数,采用人工神经网络(ANN)方法建立蒸发估算模型;将气象参数通过归一化转换为无量纲形式后,作为建模过程的一部分,对这些参数应用范数函数。函数得到的值作为N-ANN方法的输入参数。在这两种情况下,比较了不同网络结构下的蒸发皿蒸发量,发现一般情况下,使用范数算子建立的N-ANN模型给出的结果更合适。
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