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Petroleum accumulation and distribution mechanisms in the Sirt Basin, central-north of Libya 利比亚中北部Sirt盆地油气成藏与分布机制
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-03 DOI: 10.1016/j.jafrearsci.2026.105994
Khaled Albriki , Wei GuoQi , Wen Zhixin , Feiyu Wang , Rajab El Zaroug
The current study aims to understand the light petroleum phase distribution across 320 discovered fields within 147 blocks (onshore/offshore). Integrated basin data, including regional geology and organic geochemistry from over 7400 wells were used. Key major geological and geochemical elements, including reservoirs, source rocks, seal presence and characteristics, and petroleum generation and accumulation scenarios, were examined. The basin hosts an excellent reservoir system that varies from carbonates, clastic, and fractured basement. Reservoirs in the Sirt Basin generally ranges in age from Mesozoic to Cenozoic, with a burial depth ranging from 1600 to 2700 m. The basin contains high-quality to mature (postmature stage) Triassic, Cretaceous, and Paleocene source rocks, including from older to younger, the Mid Nubian shale, Etel, Rachmat, Sirte shale, Kalash, and Hagfa shale formations. These source rocks, which have marine, lacustrine, and terrestrial origins, are dominated by type B, C, and D/E organofacies that significantly influence the petroleum charge phase type and amount. The basin source rocks exhibit excellent potential for petroleum generation, with present-day average total organic carbon (TOC) values up to 4 % and average hydrogen index (HI) values up to 650 mg HC/g TOC with regionally defined moderate to high levels of transformation and expulsion efficiency (>60 %). High-capacity sealing system composed primarily of thick shale and anhydrite lithofacies. These robust basin seals, combined with a densely faulted geological environment, create an excellent geological system for trapping the Meso-Cenozoic petroleum phase (oil and gas). Regional charge and accumulation scenario characterized by shallow (western and eastern troughs) to deep (central north) light-phase petroleum generation from various locations, followed by a successful early to late entrapment process. The distribution of the petroleum charge phase within the basin is structurally controlled by the presence of thick Cenozoic carbonate buildups, both onshore and offshore of the Sirt Basin. With the significant exploration and development activities, there remains promising petroleum potential for future opportunities in the Sirt Basin, particularly in deep onshore troughs (where light oil is the dominant phase) and deep to ultra-deep offshore plays (dominated by thermogenic gas phase).
目前的研究旨在了解147个区块(陆上/海上)内320个已发现油田的轻质油相分布。综合盆地数据,包括来自7400多口井的区域地质和有机地球化学数据。研究了主要的地质和地球化学要素,包括储层、烃源岩、盖层存在和特征以及油气生成和成藏情景。盆地拥有良好的储层体系,包括碳酸盐岩、碎屑岩和裂缝基底。锡尔特盆地储层年龄一般为中生代至新生代,埋藏深度为1600 ~ 2700 m。盆地包含优质至成熟(后成熟阶段)三叠纪、白垩纪和古新世烃源岩,包括从老到新,中努比亚页岩、Etel、Rachmat、Sirte页岩、Kalash和Hagfa页岩组。烃源岩以B型、C型和D/E型有机相为主,具有海相、湖相和陆相三种类型,对油气充注相类型和充注量有显著影响。盆地烃源岩现今平均总有机碳(TOC)值高达4%,平均氢指数(HI)值高达650 mg HC/g TOC,具有区域定义的中高转化和排烃效率(60%),具有良好的生烃潜力。大容量封闭体系主要由厚页岩和硬石膏岩相组成。这些强大的盆地封闭与密集的断裂地质环境相结合,创造了一个良好的地质体系,可以圈闭中新生代石油阶段(石油和天然气)。区域充注成藏情景以不同位置的浅槽(西部和东部槽)到深槽(中部和北部)轻相生油气为特征,随后是成功的早晚期圈闭过程。锡尔特盆地陆海两侧的新生代厚碳酸盐岩沉积控制了盆地内油气充注相的分布。随着大量勘探和开发活动的开展,Sirt盆地未来仍有很大的石油潜力,特别是在陆上深槽(轻质油为主)和海上深至超深区(以热成因气相为主)。
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引用次数: 0
Petrogenesis and geochronology of the East Laouni mafic intrusion (Central Hoggar, Tuareg shield, Algeria): Constraints from mineralogical, geochemical, and zircon U–Pb–Hf isotopic data 阿尔及利亚图阿雷格地盾中部Hoggar地区东Laouni基性侵入岩的岩石成因和年代学:来自矿物学、地球化学和锆石U-Pb-Hf同位素数据的约束
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-02 DOI: 10.1016/j.jafrearsci.2026.105995
Ahmed El Amine Alouache , Nacéra Remaci-Bénaouda , Jean Yves Cottin
The East Laouni mafic intrusion (ELMI) is an elliptical magmatic body outcropping in the Laouni terrane of the LATEA metacraton, Central Hoggar. It is composed of troctolite, olivine gabbro, anorthosite, and gabbronorite. This study presents integrated geochronological, petrographic, mineralogical, and geochemical data to unravel the igneous processes that took place in the ELMI chamber. Uranium-lead isotopic analysis of zircons revealed an age of 633.3 ± 2.1 Ma, indicating that the ELMI crystallized at the beginning of the post-collisional stage of the Pan-African orogeny. The zircons also show a sub-chondritic εHf(t) value (−5.44) with a crustal model age (HfTDMC) of around 1.92 Ga, indicating significant contamination of the mantle parent magma by crustal material of Eburnian age (≈2 Ga). The troctolites are essentially adcumulates composed of plagioclase (An64–An74) showing shape-preferred orientation (SPO) and signs of adcumulate growth and olivine (Fo76–Fo79) that is sometimes corroded, accompanied by intercumulus clino- and orthopyroxene. In olivine gabbros, displaying meso-to orthocumulate textures, the SPO of plagioclases (An56–An70) is relatively weak. Olivine (Fo70–Fo75) is highly corroded, and its proportion decreases in favour of clinopyroxene, which acquires a predominantly cumulus status, while orthopyroxene often occurs in large poikilitic crystals. The morphological and mineralogical characteristics of the anorthositic bodies suggest an origin by partial replacement of gabbroic cumulates. The ELMI chamber underwent several episodes of replenishment/mixing, which are especially evident in olivine gabbros by: (i) non-cotectic proportions of mineral phases; (ii) plagioclase showing normal, inverse, and oscillatory zoning; and (iii) the coexistence in the same sample of two populations of plagioclase and clinopyroxene that are distinct in terms of texture and chemistry. Our petrographic and mineralogical data indicate that the effects of infiltration metasomatism and mechanical mixing are stronger in gabbroic cumulates than in troctolites. Troctolite and olivine gabbro cumulates show a very narrow Mg# range (71–81) governed mainly by mafic phases. Harker diagrams indicate that the parent magma underwent increased olivine fractionation in a deep-seated magma chamber between episodes of replenishment. The parallelism of the REE patterns reflects the cogenetic nature of the studied cumulates, although the troctolites show a more fractionated pattern than the olivine gabbros (LaN/YbN = 2.71–8.3 and 0.89–1.76, respectively). The positive Eu anomaly is ubiquitous (Eu/Eu∗ = 1.15–4.7), reflecting the accumulation of plagioclase.
东老尼基性侵入岩(ELMI)是霍格尔中部LATEA变质岩中老尼地块的一个椭圆形岩浆体。由橄榄辉长岩、橄榄辉长岩、斜长岩和辉长岩组成。本研究提供了综合的地质年代学、岩石学、矿物学和地球化学数据,以揭示发生在ELMI室中的火成岩过程。锆石铀铅同位素年龄为633.3±2.1 Ma,表明ELMI在泛非造山运动后碰撞阶段开始结晶。锆石的亚球粒型εHf(t)值为- 5.44,地壳模式年龄(HfTDMC)约为1.92 Ga,表明地幔母岩浆受到Eburnian年龄(≈2 Ga)地壳物质的严重污染。橄榄石主要是由斜长石(An64-An74)和橄榄石(Fo76-Fo79)组成的堆积体,具有形状偏好取向(SPO)和堆积生长的迹象,橄榄石(Fo76-Fo79)有时被腐蚀,并伴有层间斜辉石和正辉石。在橄榄辉长岩中,斜长石(an56 ~ an70)的SPO相对较弱,呈中-正堆积结构。橄榄石(Fo70-Fo75)腐蚀严重,其比例减少,有利于斜辉石,其获得主要的积云状态,而正辉石经常出现在大的沸石晶体中。斜长岩体的形态和矿物学特征表明其成因是辉长岩的部分置换。ELMI岩室经历了几次补充/混合,这在橄榄石辉长岩中尤其明显:(i)矿物相的非共晶比例;(ii)斜长石呈正、逆和振荡带;(3)在同一样品中共存的斜长石和斜辉石两个居群在结构和化学上不同。岩石学和矿物学资料表明,渗透交代作用和机械混合作用在辉长岩堆积中比在橄榄岩中更强。橄榄石辉长岩和橄榄石辉长岩的mg#范围很窄(71 ~ 81),主要受基性相控制。哈克图表明,母岩浆在补充期之间的深部岩浆房中经历了增加的橄榄石分馏。虽然橄榄石比橄榄辉长岩(LaN/YbN分别为2.71 ~ 8.3和0.89 ~ 1.76)表现出更强的分异模式,但稀土元素模式的相似性反映了所研究堆积的同成因性质。正Eu异常普遍存在(Eu/Eu∗= 1.15-4.7),反映斜长石聚集。
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引用次数: 0
Petrogenesis and tectonometamorphic evolution of basement rocks in Kolme, Konso, southern Ethiopia: geological and geochemical constraints 埃塞俄比亚南部Konso Kolme基岩的岩石成因和构造变质演化:地质和地球化学约束
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-02 DOI: 10.1016/j.jafrearsci.2025.105989
Asmamaw Hangibayna Kussita , Habtamu Wondem , Muluken Fanta , Gosaye Berhanu , Talema Moged Reda
The Precambrian basement rocks of southern Ethiopia are part of the Neoproterozoic East African Orogen, a significant tectonic belt formed during the Pan-African orogeny. The high-grade metamorphic basement in Konso, southern Ethiopia, has not yet been thoroughly examined through geochemical studies. To elucidate the petrogenesis and tectonometamorphic evolution of the Kolme–Konso basement rocks, we conducted integrated fieldwork, petrographic analyses, and major and trace element geochemistry. Detailed field mapping at a 1:50,000 scale in the Konso region identifies hornblende gneiss, granitic gneiss, and metagranite as the predominant rock types, intruded by pegmatitic bodies. Petrographic analysis reveals mineral assemblages comprising quartz, plagioclase, K-feldspar, biotite, and hornblende, with microstructural evidence of overprinting by both prograde and retrograde metamorphism. Structural data document five phases of deformation (D1–D5), including penetrative foliations, folding, and shearing, all developed under amphibolite-facies conditions. Whole-rock geochemical signatures indicate igneous protoliths, with calc-alkaline affinities for the granitic rocks and transitional affinities for the mafic rocks. The granitic rocks correspond to I- and A-type granitoids, suggesting arc-related magmatism within an island-arc to continental-arc setting. In contrast, the mafic rocks exhibit trace and rare-earth element patterns consistent with derivation from a depleted mantle source, modified by subduction-related metasomatism and limited crustal assimilation. These findings underscore the polyphase tectonometamorphic evolution of the Konso basement and offer new insights into the role of southern Ethiopia within the geodynamic framework of the East African Orogen.
埃塞俄比亚南部前寒武纪基底岩属于新元古代东非造山带的一部分,东非造山带是泛非造山带时期形成的重要构造带。埃塞俄比亚南部Konso地区的高变质基底尚未通过地球化学研究得到彻底的研究。为了阐明Kolme-Konso基岩的岩石成因和构造变质演化,我们进行了综合野外考察、岩石学分析和主微量元素地球化学研究。孔索地区1:5万比例尺的详细野外填图显示,角闪片麻岩、花岗质片麻岩和辉长花岗岩是主要的岩石类型,并被伟晶岩侵入。岩石学分析显示,矿物组合包括石英、斜长石、钾长石、黑云母和角闪石,显微结构证据表明,前向和逆行变质作用叠加。构造资料记录了在角闪岩相条件下发育的5期变形(D1-D5),包括渗透片理、褶皱和剪切。全岩地球化学特征为火成岩原岩,花岗岩为钙碱性亲和岩,基性岩为过渡性亲和岩。花岗质岩石对应于I型和a型花岗质,表明在岛弧到大陆弧环境中存在与弧相关的岩浆活动。镁基性岩石的微量元素和稀土元素模式与源自枯竭的地幔源一致,并受到俯冲相关交代作用和有限地壳同化作用的修饰。这些发现强调了Konso基底的多期构造变质演化,并为了解埃塞俄比亚南部在东非造山带地球动力学框架中的作用提供了新的见解。
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引用次数: 0
Cloud-based soil salinity mapping using remote sensing and machine learning approaches 使用遥感和机器学习方法的基于云的土壤盐度制图
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-01-02 DOI: 10.1016/j.jafrearsci.2026.105993
S. Raja Ranganathan , Nada Alzaben , Abdulaziz G. Alghamdi , Hatim Dafaalla
Soil salinity is a prevalent environmental issue, especially in coastal environments, which exacerbate the conditions favouring salt accumulation in the root zone (saline intrusion, poor drainage, and evapotranspiration). The study focused to create a robust, cloud-based method for mapping soil salinity using remote sensing data and more sophisticated machine learning approaches. Remote imagery from Sentinel-2 was used to generate spectral indices, while topographic variables were derived from DEM products within Google Earth Engine. Two ensemble learning models were created: Random Forest (RF) and Light Gradient Boosting Machine (LightGBM), to determine soil electrical conductivity (EC) based on the environmental variables above. The two models were evaluated with calibration, validation and cross-validation tests. The RF produced the best results with R2 values of 0.81, 0.68, 0.59 and RMSE of 14.8, 18.45 and 20.15 dS m−1 for the data splits. The LightGBM produced R2 values of 0.73, 0.65, 0.56 and RMSE values of 18.9, 18.75 and 20.25 dS m−1, reflecting lower predictive accuracy compared to other models, yet still within an acceptable range. The relative performance index of quantification (RPIQ) confirmed the improved predictability of RF. The results confirm the feasibility of cloud-computing capabilities and satellite-based environmental characteristics with machine learning to assess and monitor soil salinity in dynamic coastal environments. The method also provides land managers and policy makers with a scalable option to assess salinity risk to assist with sustainable agricultural practices in regions affected by salt.
土壤盐度是一个普遍存在的环境问题,特别是在沿海环境中,它加剧了有利于根区盐积累的条件(盐入侵、排水不良和蒸散发)。这项研究的重点是利用遥感数据和更复杂的机器学习方法,创建一种强大的、基于云的土壤盐度测绘方法。利用Sentinel-2的遥感影像生成光谱指数,而地形变量来源于谷歌Earth Engine的DEM产品。建立了随机森林(Random Forest, RF)和光梯度增强机(Light Gradient Boosting Machine, LightGBM)两种集成学习模型,基于上述环境变量确定土壤电导率(EC)。采用标定、验证和交叉验证试验对两种模型进行评价。该方法对数据分割的R2分别为0.81、0.68、0.59,RMSE分别为14.8、18.45、20.15 dS m−1。LightGBM产生的R2值为0.73、0.65、0.56,RMSE值为18.9、18.75和20.25 dS m−1,与其他模型相比,反映出较低的预测精度,但仍在可接受的范围内。量化的相对绩效指标(RPIQ)证实了射频的可预测性有所提高。结果证实了云计算能力和基于卫星的环境特征与机器学习在动态沿海环境中评估和监测土壤盐度的可行性。该方法还为土地管理者和政策制定者提供了一种可扩展的选择,以评估盐分风险,协助受盐影响地区的可持续农业实践。
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引用次数: 0
Integrative palynological and petrographic analysis of the Permo-Carboniferous deposits in the October Field, Gulf of Suez, Egypt 埃及苏伊士湾十月油田二叠系石炭系沉积物的孢粉岩相综合分析
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-31 DOI: 10.1016/j.jafrearsci.2025.105983
Ahmed Maher
The Nubia Sandstone in the Gulf of Suez, Egypt, represents unclassified, extensive Paleozoic-Mesozoic sedimentary deposits that lack discernible fossils, complicating their geological interpretation. Forty-nine subsurface well samples from the OCT-K-1 and the OCT-G.5 wells in the October Field, Gulf of Suez, were palynologically analyzed to examine Permian microflora, which hitherto has not been recorded in the region. Palynological investigation yielded 92 species of spores with affinities to lycopsids, ferns, and Equisetidae representing 50 genera, 75 species of gymnosperm pollen with affinities to conifers and cycads of 49 genera, and 53 species of microphytoplankton and fungi. Petrographic and palynofacies analyses suggest that the sediments were deposited in a mixed terrestrial and marine environment. These depositional environments preserved charcoal, coal macerals, a fossil resin, abundant mineralized large-sized plant remains, and pyrite framboids. This study successfully differentiates the Nubia Sandstone in the October Field, which is crucial for hydrocarbon exploration in the Gulf of Suez.
埃及苏伊斯湾的努比亚砂岩代表了未分类的、广泛的古生代-中生代沉积矿床,缺乏可识别的化石,使其地质解释复杂化。来自OCT-K-1和OCT-G的49个地下井样本。对苏伊士湾十月油田的5口井进行了孢粉学分析,以检查该地区迄今尚未记录的二叠纪微生物群。孢粉学调查结果显示,与石松科、蕨类和木犀科有亲缘关系的孢子92种(50属),与针叶树和苏铁有亲缘关系的裸子植物花粉75种(49属),浮游微植物和真菌53种(53种)。岩石学和孢粉相分析表明,沉积物沉积于陆海混合环境。这些沉积环境保存了木炭、煤矿物、化石树脂、丰富的矿化大型植物遗骸和黄铁矿树状体。此次研究成功鉴别了10月油田努比亚砂岩,对苏伊士湾油气勘探具有重要意义。
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引用次数: 0
Mapping landslide susceptibility in Wolaita Zone, Ethiopia, using geospatial techniques and multi-criteria decision-making analysis 利用地理空间技术和多准则决策分析在埃塞俄比亚Wolaita地区绘制滑坡易感性图
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-31 DOI: 10.1016/j.jafrearsci.2025.105991
Selemon Thomas Fakana , Fekadu Fanjana Falta , Megegn Mada Mano , Elias Bojago , Mekonen Shibru Gebremariam , Mathewos Markos Fakana
Landslides are among the most destructive geo-environmental hazards, posing significant risks to lives, infrastructure, and livelihoods. This study aims to assess and map landslide susceptibility in the Wolaita Zone, Ethiopia, using an integrated geospatial and multi-criteria decision-making (MCDM) approach. The input datasets were obtained from various sources, including USGS Earth Explorer, NASA POWER, and World Geologic Maps, and analyzed using ArcGIS 10.8.2 software. A total of fourteen causative factors were selected based on expert knowledge, literature review, and data availability, and categorized into five domains: topographical, hydrological, geological, anthropogenic, and environmental. Each factor was standardized and weighted using the Analytical Hierarchy Process (AHP), ensuring consistency in judgment and reflecting relative influence on landslide occurrences. Results revealed that approximately 1.27 km2 (0.04 %), 426.9 km2 (9.78 %), 2731.43 km2 (62.6 %), and 1203.53 km2 (27.58 %) of the study region are highly susceptible, susceptible, moderately susceptible, and less susceptible, respectively. Areas with steep slopes, high rainfall, sparse vegetation, proximity to streams, and certain lithological formations were more susceptible to landslides. Validation using expert field observation at landslide locations and consistency ratios confirmed the reliability of the model. This susceptibility map provides crucial spatial information for planners, disaster risk managers, and policymakers to prioritize areas for intervention, early warning systems, and land-use regulation. The methodology also serves as a replicable framework for landslide risk assessment in other data-scarce and hazard-prone regions. This study presents a flexible, cost-effective, and scientifically robust framework for landslide risk mapping that can be applied regionally, particularly in data-scarce and hazard-prone areas. It advances local disaster risk reduction and mitigation, climate resilience, and sustainable land-use planning.
山体滑坡是最具破坏性的地质环境灾害之一,对生命、基础设施和生计构成重大风险。本研究旨在利用综合地理空间和多标准决策(MCDM)方法评估和绘制埃塞俄比亚Wolaita地区的滑坡易感性。输入的数据集来自各种来源,包括USGS Earth Explorer、NASA POWER和世界地质图,并使用ArcGIS 10.8.2软件进行分析。根据专家知识、文献回顾和数据可得性,共选择了14个致病因素,并将其分为地形、水文、地质、人为和环境5个领域。采用层次分析法(AHP)对各因素进行标准化和加权,保证了判断的一致性,反映了对滑坡发生的相对影响。结果表明,高易区面积约为1.27 km2(0.04%),高易区面积约为426.9 km2(9.78%),高易区面积约为2731.43 km2(62.6%),低易区面积约为1203.53 km2(27.58%)。坡度陡峭、降雨量大、植被稀疏、靠近溪流和某些岩性地层的地区更容易发生滑坡。利用专家在滑坡位置和一致性比率的现场观测验证了该模型的可靠性。该易感性地图为规划人员、灾害风险管理人员和政策制定者提供了重要的空间信息,以确定干预、预警系统和土地利用监管的优先区域。该方法还可作为其他数据稀缺和灾害易发地区滑坡风险评估的可复制框架。本研究提出了一个灵活、经济、科学可靠的滑坡风险制图框架,可应用于区域,特别是在数据稀缺和灾害易发地区。它促进了当地减少和减轻灾害风险、气候适应能力和可持续土地利用规划。
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引用次数: 0
Mapping seismic hazard in Sudan: Characterizing epistemic uncertainty in a data-scarce environment 绘制苏丹地震灾害:在数据匮乏的环境中表征认知的不确定性
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-30 DOI: 10.1016/j.jafrearsci.2025.105990
Mohamed Ezzelarab , Khalda Yassin Ibrahim , Sawsan Marouf , Abouela A. Mohamed
Characterizing seismic hazard in data-scarce environments like Sudan is a challenge dominated by large epistemic uncertainties. This study directly addresses this challenge by developing a comprehensive Probabilistic Seismic Hazard Assessment (PSHA) whose primary objective is to produce national-scale hazard maps while explicitly quantifying the associated uncertainties. A robust logic tree framework was designed to systematically explore the full spectrum of scientific uncertainty stemming from a limited evidence base. This framework incorporates credible alternatives for seismic source characterization, maximum magnitude (Mmax), and, most critically, a suite of four modern Ground Motion Prediction Equations (GMPEs) to substitute for the lack of local data. The results are presented not as a single outcome, but as a distribution of hazard levels for Peak Ground Acceleration (PGA) and Spectral Acceleration (SA (0.2s)). While the mean hazard maps identify the Red Sea coast as the most seismically active region, a central finding is the quantitative characterization of the uncertainty itself. The substantial spread between the 16th and 84th percentile hazard levels transparently communicate the degree of confidence in the estimates. This study's principal contribution is therefore twofold: it provides the modern, scientifically defensible seismic hazard maps for Sudan, and it offers a robust characterization of their inherent uncertainty, a critical element for risk-informed engineering design and policy-making.
在像苏丹这样数据匮乏的环境中,描述地震灾害的特征是一个巨大的认知不确定性所主导的挑战。本研究通过开发一种全面的概率地震灾害评估(PSHA)直接解决了这一挑战,其主要目标是在明确量化相关不确定性的同时,绘制全国范围的灾害地图。设计了一个健壮的逻辑树框架,系统地探索来自有限证据基础的科学不确定性的全谱。该框架结合了震源特征、最大震级(Mmax)的可靠替代方案,最重要的是,一套四种现代地震动预测方程(GMPEs)来替代当地数据的缺乏。结果不是作为一个单一的结果呈现,而是作为峰值地面加速度(PGA)和光谱加速度(SA (0.2s))的危险水平分布。虽然平均危险度图将红海海岸确定为地震最活跃的地区,但一个重要的发现是对不确定性本身的定量表征。第16和84个百分位的危险水平之间的巨大差距透明地传达了对估计的信心程度。因此,本研究的主要贡献是双重的:它为苏丹提供了现代的、科学上可防御的地震危险图,并提供了其固有不确定性的有力特征,这是风险知情的工程设计和决策的关键因素。
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引用次数: 0
Integrating hydrogeochemical analysis and machine learning to assess surface–groundwater interactions in an arid basin (Middle Egypt) 结合水文地球化学分析和机器学习评估干旱盆地(埃及中部)地表水-地下水相互作用
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-26 DOI: 10.1016/j.jafrearsci.2025.105988
Ahmed A. Abdelhady , Mamdouh S. Morsi , Nouria E.A. Aboshaala , Mahmoud M. Khalil , Hadi M. Elshourbagi , Esam Ismail , Esam El Sayed , Ashraf M.T. Elewa , Emad Youssef , Basma A.A. Balboul
Understanding surface–groundwater interactions is essential for sustainable water resource management in arid regions, where water scarcity and water quality degradation pose critical challenges. This study explored the hydrochemical characteristics, dominant controlling processes, and linkages between surface water and groundwater in the arid Middle Egypt basin. Hydrochemical facies and major physicochemical parameters were compared for both water types, supported by multivariate statistics (principal component analysis and PERMANOVA) and machine-learning approaches (Random Forest and a hybrid K-nearest neighbor model). Results revealed distinct hydrochemical signatures, with surface waters characterized mainly by bicarbonate facies and groundwater exhibiting more mineralized sodium chloride and calcium chloride facies. Hydrochemical patterns suggest that surface water chemistry is influenced by evaporative concentration, whereas groundwater composition reflects mineral dissolution and cation exchange; however, these process interpretations are considered first-order and indicative rather than diagnostic. Random Forest analysis identified total cations, total anions, and electrical conductivity as the most important variables discriminating between surface water and groundwater. The hybrid KNN model indicated that surface water chemistry alone provided the strongest basis for predicting groundwater composition, with relatively high performance for Na, Cl, and Mg (R2 = 0.71–0.84) but weak performance for hardness and sulfate. Chemical similarity showed no systematic distance-decay relationship, and spatial proximity was not a primary control on surface–groundwater chemical relationships. These findings highlight contrasting hydrogeochemical controls on surface water and groundwater in the Nile Valley and demonstrate the value of integrating hydrochemical analysis with machine-learning tools for improving understanding of surface–groundwater interactions in arid environments.
了解地表水和地下水的相互作用对于干旱地区的可持续水资源管理至关重要,在干旱地区,水资源短缺和水质退化构成了严峻的挑战。本研究探讨了干旱中埃及盆地的水化学特征、主导控制过程以及地表水和地下水之间的联系。在多元统计(主成分分析和PERMANOVA)和机器学习方法(随机森林和混合k近邻模型)的支持下,比较了两种水类型的水化学相和主要物理化学参数。结果表明,地表水以碳酸氢盐相为主,地下水以氯化钠和氯化钙相为主。水化学模式表明地表水化学受蒸发浓度的影响,而地下水成分反映矿物溶解和阳离子交换;然而,这些过程解释被认为是一级指示性的,而不是诊断性的。随机森林分析发现,总阳离子、总阴离子和电导率是区分地表水和地下水的最重要变量。混合KNN模型表明,仅地表水化学是预测地下水成分的最有力依据,其中Na、Cl和Mg的表现相对较好(R2 = 0.71 ~ 0.84),而硬度和硫酸盐的表现较弱。化学相似性不存在系统的距离衰减关系,空间接近性不是地表水化学关系的主要控制因素。这些发现突出了尼罗河谷地表水和地下水的水文地球化学控制对比,并展示了将水化学分析与机器学习工具相结合的价值,以提高对干旱环境中地表水-地下水相互作用的理解。
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引用次数: 0
Erratum to “Mesozoic Pb-Zn hydrothermal veins in the Jebilet, Morocco: Constraints from mineralogy, fluid inclusions and stable isotope data” [J. Afr. Earth Sci. 234 (2026) 105940] “摩洛哥Jebilet中生代铅锌热液脉:矿物学、流体包裹体和稳定同位素数据的约束”[J]。误判率。地球科学,234 (2026)105940 [j]
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-24 DOI: 10.1016/j.jafrearsci.2025.105987
Samira Essarraj , Félix Nshimiyimana , Mohamed Hibti , Philippe Boulvais , Michel Cathelineau
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引用次数: 0
Integrative water quality assessment and Geostatistical Analysis of mining-impacted groundwater: A multi-parameter evaluation 采动影响地下水综合水质评价与地质统计分析:多参数评价
IF 2.2 4区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-23 DOI: 10.1016/j.jafrearsci.2025.105986
Johnson Ayomide Ibukun , Ayomide Emmanuel Olubaju , Titilope Christianah Sakeye , Samson Favour Thomas , Sehinde Ayoola Akinbiola , Rabi Elabor , Olayinka Oshikoya
Water quality in artisanal gold mining regions is severely threatened by a complex mixture of contaminants, yet comprehensive assessments integrating regulatory compliance, source apportionment, and spatial distribution are scarce. This study addresses this gap through an integrative assessment of groundwater in Itagunmodi, Nigeria, employing a standard framework that combines multi-parameter water quality indices (WAWQI, CCME-WQI), statistical hypothesis testing with Cohen's d effect sizes, Pearson correlation analysis, and Empirical Bayesian Kriging (EBK) geostatistics. Fifteen groundwater samples were analyzed for physicochemical parameters, heavy metals, and ions against WHO, NSDWQ, and BIS standards. Hypothesis testing revealed significant (p < 0.05) exceedances of permissible limits for Lead (Pb) (100 % of samples, Cohen's d = 4.05), Cadmium (Cd) (67 %, d = 0.82), and Arsenic (As) (80 %, d = 1.25), classifying overall water quality as ‘poor’ to ‘very poor’. Correlation analysis unveiled significant (p < 0.05) synergistic interactions, most notably between Mercury and Cyanide (r = 0.784, p = 0.0005), indicating joint mobilization from mining activities, and between Total Hardness and Magnesium (r = 0.934, p < 0.001), revealing dolomite dissolution as a key geochemical process. EBK modeling delineated distinct spatial hotspots for individual contaminants, with Pb concentrated in the southwestern zone and As and Hg in the northeast, providing a critical evidence-based map for targeted remediation. The findings demonstrate a severe public health crisis and highlight the inadequacy of lenient regulatory standards. Beyond the local context, this study establishes a replicable, advanced methodology for pollution assessment in mining regions globally, underscoring the necessity of combining multi-index evaluation with geospatial and statistical rigor for sustainable water resource management.
手工金矿区的水质受到复杂的污染物混合物的严重威胁,但综合法规遵从性、来源分配和空间分布的综合评估缺乏。本研究通过对尼日利亚Itagunmodi的地下水进行综合评估,解决了这一差距,采用了一个标准框架,该框架结合了多参数水质指数(WAWQI、CCME-WQI)、科恩效应大小的统计假设检验、Pearson相关分析和经验贝叶斯克里格(EBK)地质统计学。根据WHO、NSDWQ和BIS标准对15份地下水样品进行了理化参数、重金属和离子分析。假设检验显示铅(Pb)(100%的样本,Cohen’s d = 4.05)、镉(Cd) (67%, d = 0.82)和砷(As) (80%, d = 1.25)的允许限量显著超标(p < 0.05),将整体水质划分为“差”到“极差”。相关性分析揭示了显著的协同作用(p < 0.05),其中最显著的是汞和氰化物之间(r = 0.784, p = 0.0005),表明采矿活动联合动员;总硬度和镁之间(r = 0.934, p < 0.001),表明白云岩溶解是一个关键的地球化学过程。EBK模型描绘了不同污染物的不同空间热点,Pb集中在西南区,As和Hg集中在东北区,为有针对性的修复提供了关键的循证地图。调查结果表明存在严重的公共卫生危机,并突出了宽松的监管标准的不足。在当地环境之外,本研究为全球矿区的污染评估建立了一种可复制的先进方法,强调了将多指标评价与地理空间和统计严密性相结合以实现可持续水资源管理的必要性。
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引用次数: 0
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Journal of African Earth Sciences
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