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Holocene palaeoecological changes in a transitional climate zone of western-central Mexico: The pollen and non-pollen palynomorphs record 墨西哥中西部过渡气候区全新世古生态变化:花粉和非花粉古形态记录
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-18 DOI: 10.1016/j.jsames.2024.105196
Socorro Lozano-García , Susana Sosa-Nájera , Margarita Caballero , Beatriz Ortega-Guerrero , Esperanza Torres-Rodríguez
The Alberca de Tacámbaro (AT) is located at a transitional zone between tropical and temperate climates at the core of the North American Monsoon area. This location features a mosaic vegetation comprising pine-oak forests and tropical dry forests. Currently there is no information regarding the dynamics or evolution during the Holocene of these vegetation types. The palynological record of the last 9400 years BP preserved in the lacustrine sequence of the AT was used to document changes in the composition of terrestrial and aquatic communities, evenness, and rate of change. Pinus and Quercus forests dominated the terrestrial palynological record, but mesophytic forests were also recorded throughout the sequence. Four tropical dry forest taxa assemblage expansions were identified at 9200 to 8420 yr BP; 5900 to 5230 yr BP; 3100 to 2800 yr BP; and 2300 to 2000 yr BP. These phases correlated with times of reduced North American Monsoon intensity, suggesting that these communities thrived during drought periods. Variations in non-pollen palynomorphs were synchronic with the lithostratigraphic, geochemical data as well as with the terrestrial changes. During the Meghalayan, compositional shifts in the vegetation and increases in the herbaceous elements indicated human impact, while aquatic taxa, suggested eutrophic and warmer conditions in the lake. By examining the history of this vegetation mosaic, the data on temporal vegetation dynamics during the Holocene offered clues about the response to ongoing global warming and how climate change will likely shape plant communities in western-central Mexico.
塔坎巴罗阿尔贝卡(AT)位于北美季风区核心地带的热带气候和温带气候之间的过渡地带。这里的植被由松树-橡树林和热带干燥林组成。目前还没有关于这些植被类型在全新世期间的动态或演变的信息。研究人员利用保存在 AT 湖底序列中的公元前 9400 年的古生物学记录,记录了陆生和水生群落组成、均匀度和变化率的变化。松树林和栎树林在陆地古生物学记录中占主导地位,但整个序列中也有中生林的记录。在公元前 9200 至 8420 年、公元前 5900 至 5230 年、公元前 3100 至 2800 年以及公元前 2300 至 2000 年,发现了四次热带干旱森林分类群的扩张。这些阶段与北美季风强度减弱的时期相关,表明这些群落在干旱时期十分繁荣。非花粉古动物的变化与岩石地层学、地球化学数据以及陆地变化同步。在梅加拉岩时期,植被成分的变化和草本植物成分的增加表明了人类的影响,而水生类群则表明了湖泊富营养化和变暖的条件。通过研究这种植被马赛克的历史,全新世期间的时间植被动态数据提供了一些线索,说明了对当前全球变暖的反应,以及气候变化将如何影响墨西哥中西部的植物群落。
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引用次数: 0
Impact of climate on mineralogy and formation of Luvisols in Borborema province, northeastern Brazil 气候对巴西东北部博博雷马省 Luvisols 矿物学和形成的影响
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.jsames.2024.105197
Vitória Regina Faustino da Silva , Artur Henrique Nascimento da Silva , Marilya Gabryella Sousa , José Coelho de Araújo Filho , Marcelo Metri Corrêa , Grace Bungenstab Alves , Tiago Osório Ferreira , Jane Kelly Silva Araujo , Caroline Delpupo Souza , Juliet Emilia Santos de Sousa , Jean Cheyson Barros dos Santos , Valdomiro Severino de Souza Júnior
Approximately 3.6 million people in the semi-arid region of Brazil depend on agriculture, making it highly susceptible to climatic impacts. Luvisols are highly fertile soils in this region, with irregular rainfall patterns. However, the effect of climate on the development of these soils has not yet been thoroughly studied. We intended to illustrate how variations in rainfall quantity influence the formation of Luvisols, thereby affecting soil morphology and mineral composition. Three Luvisol profiles were morphologically described, sampled for physical, chemical, mineralogical, and micromorphological analyses, and classified under different mean annual precipitation (415, 673, and 777 mm) and evapotranspiration (1447, 1335, and 1220 mm) conditions. The results obtained showed that argillation, rather than clay illuviation, is the predominant process in Luvisol formation under different rainfall conditions. Pedogenetic processes were consistent across all soils but were enhanced by increased rainfall, leading to alterations in soil morphology. Soil color is affected by rainfall, resulting in a reddish hue in a wetter environment because of the higher amount of pedogenic oxides created. Luvisols in dry areas feature prominent cracks due to the prevalence of smectites, whereas in wetter regions, they are mainly kaolinitic and do not exhibit any cracks, implying that Luvisols formed under higher precipitation conditions have better potential for agricultural use.
巴西半干旱地区约有 360 万人以农业为生,因此极易受到气候的影响。在这一地区,Luvisols 是非常肥沃的土壤,降雨模式不规则。然而,气候对这些土壤发展的影响尚未得到深入研究。我们旨在说明降雨量的变化如何影响 Luvisols 的形成,从而影响土壤形态和矿物成分。在不同的年平均降水量(415、673 和 777 毫米)和蒸散量(1447、1335 和 1220 毫米)条件下,我们对三个 Luvisol 剖面进行了形态描述、物理、化学、矿物学和微观形态分析取样和分类。结果表明,在不同降雨量条件下,形成 Luvisol 的主要过程是霰化,而不是粘土冲积。所有土壤的成土过程都是一致的,但降雨量的增加增强了成土过程,从而导致土壤形态的改变。土壤颜色受降雨量的影响,在较潮湿的环境中,由于产生了较多的成土氧化物,土壤颜色呈红色。干旱地区的陆相溶胶因盛产镜铁矿而具有明显的裂缝,而在较湿润地区,它们主要是高岭土,没有任何裂缝,这意味着在较高降水条件下形成的陆相溶胶具有更好的农业利用潜力。
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引用次数: 0
Enhancing forensic applications through the mineralogy of clays in surface soil horizon: A case study of baixada fluminense, Southeast Brazil 通过地表土壤层中粘土的矿物学特征加强法医应用:巴西东南部baixada fluminense的案例研究
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.jsames.2024.105198
Jéssica de Souza Gabi Barcellos , Victor Salgado-Campos , Paloma de Queiroz Cardoso , Janaína de Assis Matos , Carla Semiramis Silveira
Clay minerals possess chemical, mineralogical, and crystallographic characteristics that make them potential forensic markers, as they can reflect geochemical and weathering processes on a detailed scale. Therefore, this study aims to use the mineralogy of the clay fraction to distinguish samples from the surface soil horizons in four municipalities in Brazil, to assess the possibility of geographical tracking for forensic applications. Studies characterizing clays in environments with a variety of soil types in forensic pedology are necessary but still in their early stages. Furthermore, due to the high incidence of homicides involving the displacement of bodies in the region and the low resolution of these crimes, this research is crucial for geoscientific applications, with the potential for global replication. The samples were separated by centrifugation and analyzed using X-ray diffractometry, X-ray fluorescence, and thermogravimetry. Minerals were determined through quantitative mineralogical analyses using Rietveld and Biscaye methods. Additionally, in conjunction with the crystallographic parameters of kaolinite (Full Width at Half Maximum – FWHM), it was possible to form 8 Clay Mineral Assemblages and Gibbsite (CMAG), whose geographical delimitation considered geological and hydrographic aspects. The determination of CMAGs is based on mineralogy and is defined as follows: CMAG 1: kaolinite+(illite); CMAG 2: kaolinite+(gibbsite); CMAG 3: kaolinite + illite + montmorillonite; CMAG 4: kaolinite + illite+(gibbsite); CMAG 5: ordered kaolinite+(illite)+(gibbsite); CMAG 6: kaolinite + gibbsite+(illite); CMAG 7: disordered kaolinite + illite + gibbsite; CMAG 8: kaolinite+(illite)+(chlorite). The results indicate that the quantification of clay minerals in samples from surface soil horizons, FWHM, and the % of Al in goethite can represent valuable tools for forensic pedology. Moreover, through the characterization of iron and titanium (hydr)oxides, it was possible to distinguish samples with a distance of 335 m between them, further expanding the capability to identify the geographical origin of samples, making them potential forensic markers.
粘土矿物具有化学、矿物学和晶体学特征,可以详细反映地球化学和风化过程,因此是潜在的法医标记。因此,本研究旨在利用粘土部分的矿物学特征来区分巴西四个城市的表层土壤层样本,以评估为法医应用进行地理追踪的可能性。在法医土壤学中,对各种土壤类型环境中的粘土特征进行研究是必要的,但仍处于早期阶段。此外,由于该地区涉及尸体移位的凶杀案发生率较高,而这些犯罪的分辨率较低,因此这项研究对于地球科学应用至关重要,并有可能在全球范围内推广。样本经离心分离后,使用 X 射线衍射仪、X 射线荧光仪和热重分析法进行分析。采用里特维尔德法和比斯卡耶法进行定量矿物学分析,确定矿物质。此外,结合高岭石的晶体学参数(半最大值全宽-FWHM),可以形成 8 个粘土矿物集合体和吉布斯岩(CMAG),其地理划分考虑了地质和水文方面的因素。CMAG 的确定以矿物学为基础,定义如下:CMAG 1:高岭石+(伊利石); CMAG 2:高岭石+(吉比石); CMAG 3:高岭石+伊利石+蒙脱石; CMAG 4:高岭石+伊利石+(吉比石); CMAG 5:有序高岭石+(伊利石)+(辉绿岩); CMAG 6:高岭石+辉绿岩+(伊利石); CMAG 7:无序高岭石+伊利石+辉绿岩; CMAG 8:高岭石+(伊利石)+(绿泥石)。结果表明,地表土壤层样本中粘土矿物的定量、全长平均值以及鹅卵石中的铝含量可以作为法医土壤学的重要工具。此外,通过铁和钛(氢)氧化物的特征描述,可以区分相距 335 米的样本,进一步扩大了识别样本地理来源的能力,使其成为潜在的法医标记。
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引用次数: 0
A new rhynchonellid fauna (Brachiopoda) from the Wordian (middle Permian) of Coahuila, Mexico: Stratigraphy and paleoenvironments 墨西哥科阿韦拉州 Wordian(中二叠世)新发现的腕足动物群(腕足动物):地层和古环境
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-16 DOI: 10.1016/j.jsames.2024.105195
Daniela P. Heredia-Jiménez , Alberto Alanis-Pavón , Miguel A. Torres-Martínez , Jesús Quiroz-Barragán
Seven brachiopod species of the order Rhynchonellida of a new locality (Las Margaritas I section) from the Las Delicias Formation in Coahuila, Mexico are described. The fauna includes four taxa identified as Bryorhynchus bisulcatum, Leiorhynchioidea schucherti, Leiorhynchoidea amygdaloidea, and Paranorella imperialis, as well as three species assigned with open nomenclature: Leiorhynchioidea cf. scelesta, Stenoscisma sp., and Rhynchopora sp. The brachiopod fauna identified, together with the record of different middle Permian ammonoids allowed us to establish a Wordian (middle Guadalupian) age for the Las Margaritas I section. The assignment of this relative age enabled restricting the stratigraphic range of Leiorhynchioidea schucherti and Paranorella imperialis to the middle Guadalupian since previously had only been related inaccurately to the middle Permian. The record of the species Bryorhynchus bisulcatum, Leiorhynchioidea cf. scelesta, and Leiorhynchoidea amygdaloidea, as well as the genus Stenoscisma is the first in Mexico. The preservation of specimens, lithological features, and associated fauna suggest that rhynchonellid brachiopods were deposited in different platform facies: shallow lagoonal or offshore, characterized by low to medium energy, stenohaline conditions, and continuous terrigenous input.
本文描述了墨西哥科阿韦拉州 Las Delicias Formation 一个新地点(Las Margaritas I 区段)的七个腕足动物(Rhynchonellida 目)。该动物群包括四个分类群,分别被鉴定为 Bryorhynchus bisulcatum、Lehiorhynchioidea schucherti、Lehiorhynchoidea amygdaloidea 和 Paranorella imperialis,以及三个以开放命名法分配的物种:所发现的腕足动物群以及二叠纪中期的不同类群记录,使我们能够为拉斯玛格丽塔斯 I 区段确定一个 Wordian(瓜达卢佩中期)时代。这一相对年代的确定使 Leiorhynchioidea schucherti 和 Paranorella imperialis 的地层范围被限制在瓜达卢佩中期,因为之前它们与二叠纪中期的关系并不准确。Bryorhynchus bisulcatum、Leiorhynchioidea cf. scelesta 和 Leiorhynchoidea amygdaloidea 以及 Stenoscisma 属的记录在墨西哥尚属首次。标本的保存情况、岩性特征和相关动物群表明,腕足动物是在不同的平台面沉积的:浅泻湖或近海平台面,其特点是中低能量、盐碱条件和持续的土著输入。
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引用次数: 0
Permian-Triassic volcanic and plutonic records of the Argentine Frontal Cordillera: A review with new U–Pb and Hf-isotope zircon data 阿根廷前缘科迪勒拉山系的二叠纪-三叠纪火山和深成岩记录:利用新的 U-Pb 和 Hf-isotope 锆石数据进行综述
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-15 DOI: 10.1016/j.jsames.2024.105181
Sebastián Rocher , Pablo H. Alasino , Juan A. Dahlquist , Miguel A.S. Basei
The Permian-Triassic magmatism of western Argentina and Chile represents one of the most outstanding silicic magmatic events of the southwestern Gondwana margin, notably marked by the development of the Choiyoi Magmatic Province (CMP). We provide a comprehensive review of its volcanic and plutonic record in the Argentine Frontal Cordillera. The volcanic rocks form three distinct sequences. The oldest is depicted by the Las Lozas volcanic sequence of the northern Frontal Cordillera for which new U–Pb zircon data (288 ± 2 Ma and εHft values ranging from −3.97 to +0.73) reassigns these outcrops to the early Cisuralian, aligning with volcanic records of northern Chile (ca. 297-288 Ma). The middle sequence, deposited during the late Cisuralian-late Guadalupian interval, is ascribed to the Choiyoi Group, which is characterised by a transition from andesitic (ca. 280-270 Ma) to rhyolitic compositions (ca. 270-262 Ma), including a remarkable mid-Guadalupian ignimbrite flare-up event (ca. 265 Ma). The upper sequence, composed of andesite-dacite-rhyolite, is associated with the Guanaco Sonso basin situated in the westernmost region, deposited from the late Lopingian to the middle Triassic period (ca. 254-240 Ma). The volcanic successions were developed in an extensional/transtensional setting, with facies and thickness variations controlled by normal faults, some of them active during the eruption of caldera-forming ignimbrites. Regarding the plutonic component, it comprises over sixty granitoid bodies forming the Colangüil and El Portillo batholiths and scattered stocks throughout the Frontal Cordillera. The early-stage plutons (ca. 285-272 Ma) exhibit calc-alkaline tonalite-diorite to granodiorite-monzogranite compositions and overlap in age with the lower andesitic section of the Choiyoi Group, while the late-stage plutons (ca. 265-252 Ma) display syenodiorite and alkali granite compositions and are in most cases younger than the Choiyoi Group succession. Compiled U–Pb zircon geochronological data reveal a distinctive Permian-age phase characterized by a rapid expansion of magmatism from the Gondwana margin towards its interior, followed by a slower westward shift of the main magmatic belt, predominantly recorded in the Frontal Cordillera of Argentina.
阿根廷和智利西部的二叠纪-三叠纪岩浆活动是冈瓦纳西南边缘最突出的硅质岩浆活动之一,其显著特点是彩耀岩浆省(Coiyoi Magmatic Province,CMP)的发展。我们对阿根廷前缘科迪勒拉山系的火山和火山岩记录进行了全面回顾。火山岩形成了三个不同的序列。最古老的火山岩序列是北额叶科迪勒拉山系的 Las Lozas 火山岩序列,其新的 U-Pb 锆石数据(288 ± 2 Ma,εHft 值范围为 -3.97 至 +0.73)将这些露头重新归入早西苏拉时代,与智利北部的火山岩记录(约 297-288 Ma)一致。中层岩序沉积于晚西苏拉时代-晚瓜达卢皮时代,归属于彩耀组,其特征是从安山岩成分(约 280-270 Ma)向流纹岩成分(约 270-262 Ma)的过渡,包括一次显著的瓜达卢皮时代中期的火成岩爆发事件(约 265 Ma)。由安山岩-黑云母-流纹岩组成的上层岩序与位于最西部的 Guanaco Sonso 盆地有关,沉积于洛坪晚期至三叠纪中期(约 254-240 Ma)。火山成因是在伸展/张拉环境中形成的,其面貌和厚度变化受正断层控制,其中一些断层在火山口形成的火成岩喷发过程中十分活跃。至于板岩部分,它由六十多个花岗岩体组成,形成了科兰圭尔和埃尔波蒂略岩床以及散布在整个额叶科迪勒拉山系的岩浆。早期岩体(约 285-272 Ma)的成分为钙碱性黑云母-闪长岩-花岗闪长岩-独居石,在年龄上与乔伊耶伊组的下安山岩段重叠,而晚期岩体(约 265-252 Ma)的成分为正长岩和碱性花岗岩,在大多数情况下比乔伊耶伊组演替要年轻。U-Pb锆石地质年代数据汇编显示了一个独特的二叠纪阶段,其特点是岩浆活动从冈瓦纳边缘向其内部迅速扩展,随后主岩浆带缓慢西移,主要记录在阿根廷的额叶科迪勒拉山系。
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引用次数: 0
Evaluation of the hydrogeological response to neotectonics of the Quequén Grande River Watershed using geoelectrical methods 利用地质电学方法评估水文地质对克尔昆格兰德河流域新构造的影响
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-14 DOI: 10.1016/j.jsames.2024.105194
María Ximena Solana , Pablo Weinzettel , Orlando Mauricio Quiroz Londoño
The Quequén Grande River Watershed (Southeast of Buenos Aires Province, Argentina) is a strong asymmetrical watershed in the Pampean Plain. It is marked by the stream capture of the Quequén Grande River eastward. The topographic slopes and hydraulic gradients are typically low in this area, with streams and rivers primarily effluent along their courses. This behavior is attributable to the influence of the unconfined and shallow Pampean aquifer, which serves as the region's main source of water supply. In the southwestern limit of this drainage basin, several shallow lakes, disconnected from the surface drainage network and related to an old deflation/accumulation relief, occur over hillock formations. In this area, Paleozoic rocks crop out and constitute the hydrological basement of the aquifer. The bedrock architecture of this formation could explain the stream piracy of the Quequén Grande River eastward and the local geomorphology, where structural lineaments related to neotectonic movements have been reported. However, there is a lack of information related to the hydrological basement in depth, which is needed to understand the surface water dynamics of this drainage basin, linked to the topographic control of the landscape. To fill this gap, a geoelectric model of the hydrological basement is proposed from 37 Vertical Electrical Soundings and 6 Electric Resistivity Tomographies, aiming to contribute to understanding this portion of the Earth's crust. Geoelectrical surveys were performed over 3000 km2 of the southwestern limit of the Quequén Grande River Watershed. Results obtained and field observations suggest the deviation of the Quequén Grande River catchment eastward is caused by the hydrogeological basement structure in depth, in response to neotectonic movements inferred by structural lineaments.
克泉格兰德河流域(阿根廷布宜诺斯艾利斯省东南部)是潘潘平原上一个强烈的不对称流域。它的标志是克泉格兰德河向东的溪流汇入。该地区的地形坡度和水力坡度通常较低,溪流和河流主要沿河道流出。这种情况可归因于作为该地区主要水源的帕姆潘(Pampean)非承压浅含水层的影响。在该流域的西南部,有几个浅湖与地表排水网络断开,与古老的塌陷/堆积地貌有关,位于丘陵地貌之上。在这一地区,古生代岩石占据了主要位置,构成了含水层的水文基底。该地层的基岩结构可以解释奎因格兰德河向东的溪流盗采现象和当地的地貌,据报道,当地的构造线形与新构造运动有关。然而,目前还缺乏与水文基底深度相关的信息,而要了解这一流域的地表水动态,就需要了解与地形控制相关的信息。为了填补这一空白,根据 37 个垂直电测深和 6 个电阻率断层扫描,提出了一个水文基底的地质电学模型,旨在帮助人们了解地壳的这一部分。在克泉格兰德河流域西南部 3000 平方公里的范围内进行了地质电学勘测。获得的结果和实地观察表明,克泉格兰德河集水区向东的偏移是由水文地质基底结构在深处造成的,是对结构线状推断出的新构造运动的反应。
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引用次数: 0
Amphibole crystallization as a tool for monitoring complex mixing between basaltic and latitic magmas: The Fazenda Lagoas monzonitic stock, Borborema Province, Brazil 闪石结晶是监测玄武岩岩浆和褐铁矿岩浆之间复杂混合的工具:巴西博博雷马省 Fazenda Lagoas 单斜岩浆群
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-13 DOI: 10.1016/j.jsames.2024.105191
Diego Melo Fernandes , Hiakan Santos Soares , Carlos Santana Sousa , Asayuki Rodrigues Menezes , Fábio dos Santos Pereira , Maria de Lourdes da Silva Rosa , Herbet Conceição
Amphibole is the dominant mafic in the quartz monzonite and microgranular dioritic enclaves of the Fazenda Lagoas stock (623 ± 5 Ma), located in the Macururé Domain, in the central region of the Sergipano Orogenic System. Structures and textures in the rocks studied indicate the presence of several pulses of basaltic magma (diorite enclaves) in the latitic magma (quartz monzonites). The magmatic amphibole crystals correspond to pargasite, edenite, tschermakite and Mg-hornblende. The chemical evolution of amphibole crystals occurs through an increase in Si, Mg, vacancy in the A site, and a decrease in Altotal, K, Na, Fe3+ Ca, Ti (substitutions of edenite, tschermakite, and pargasite). Reduction in temperature, pressure, water solubility in magmas, and increase in oxygen fugacity indicate the evolution of the Fazenda Lagoas plutonic system. Amphibole thermobarometry made it possible to calculate the depth and temperature of the earliest interaction between basaltic and latitic magmas at a depth of 27 km, with latitic magma temperatures between 967 and 940 °C. Subsequently, there were several contributions of basaltic magma until the magma chamber at Fazenda Lagoas was ca. 17 km deep. Fazenda Lagoas stock is one of the shoshonite intrusions of the Macururé Domain, the one that has a record of the deepest hydrated basaltic magma, probably at the base of the ancient continental crust of the Sergipano Orogenic System.
闪长岩是 Fazenda Lagoas 岩浆(623 ± 5 Ma)石英单斜岩和微晶粒闪长岩飞地中的主要黑云母。所研究岩石的结构和纹理表明,在潜伏岩浆(石英单斜岩)中存在几股玄武质岩浆(闪长岩飞地)。岩浆闪石晶体对应于帕拉斯岩、埃登岩、透辉石和镁角闪石。闪石晶体的化学演化是通过增加 A 位的 Si、Mg 和空位,以及减少 Altotal、K、Na、Fe3+ Ca、Ti(edenite、tschermakite 和 pargasite 的替代)来实现的。温度、压力和岩浆中水溶性的降低以及氧富集度的增加表明了 Fazenda Lagoas 深成岩系统的演化过程。通过闪石测温,可以计算出玄武岩和褐铁矿岩浆在 27 千米深处最早相互作用的深度和温度,褐铁矿岩浆的温度在 967 至 940 ℃ 之间。随后,玄武岩浆又多次涌入,直到 Fazenda Lagoas 的岩浆腔深达约 17 千米。Fazenda Lagoas 岩浆是 Macuré 岩域的韶长岩侵入体之一,是有最深水合玄武岩岩浆记录的侵入体,可能位于 Sergipano 造山系统古大陆地壳的底部。
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引用次数: 0
Optimization strategies for enhanced disaster management 加强灾害管理的优化战略
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-12 DOI: 10.1016/j.jsames.2024.105186
Rubidha Devi Duraisamy , Venkatanathan Natarajan
As a natural disaster, earthquakes pose a significant threat to human life, infrastructure, and societal stability. To mitigate these risks, earthquake forecasting has the potential to provide timely warnings and enable preparedness measures to be taken. Non-seismic activity is dynamic and nonlinear, making earthquake prediction challenging. This study attempts to create a framework for earthquake forecasting that takes into account the dynamic and nonlinear nature of non-seismic activity. The research aims to make detailed earthquake predictions by combining location and date data. Preprocessing techniques such as label encoding and missing-value imputation will preserve the integrity of critical temporal patterns required for accurate forecasting. Preprocessed data can also be utilized to pick the most relevant features via an optimization-based feature selection technique. To achieve maximal performance and effectively capture complex patterns, LSTM model elements such as regularization strength and hyperparameter values must be optimally tuned. By calibrating models to specific dataset properties, this optimization strategy greatly improves forecast accuracy. LSTM modeling and embedded optimization will also be employed to increase computer efficiency and capture significant seismic activity patterns. This platform will be thoroughly tested and assessed using current earthquake datasets, yielding insights into machine learning and optimization approaches for disaster mitigation and preparedness. Proposed RassoNet Optimization approaches using LSTM model has been used to improve the model's performance, resulting in more exact and current earthquake forecasting which has been evaluated using various metrics(R2 score: 0.93, MSE: 0.07, RMSE: 0.26). The framework improves the ability to predict and mitigate seismic occurrences, reducing the risk to people and infrastructure.
作为一种自然灾害,地震对人类生命、基础设施和社会稳定构成重大威胁。为了降低这些风险,地震预报有可能提供及时的预警,并使人们能够采取防备措施。非地震活动是动态和非线性的,因此地震预测具有挑战性。本研究试图建立一个考虑到非地震活动的动态和非线性性质的地震预报框架。研究旨在结合位置和日期数据进行详细的地震预测。标签编码和缺失值估算等预处理技术将保持准确预测所需的关键时间模式的完整性。预处理数据还可通过基于优化的特征选择技术来挑选最相关的特征。为了获得最佳性能并有效捕捉复杂模式,必须对 LSTM 模型元素(如正则化强度和超参数值)进行优化调整。通过根据特定数据集属性校准模型,这种优化策略可大大提高预测准确性。LSTM 建模和嵌入式优化还将用于提高计算机效率和捕捉重要的地震活动模式。该平台将利用当前的地震数据集进行全面测试和评估,为减灾备灾的机器学习和优化方法提供启示。利用 LSTM 模型提出的 RassoNet 优化方法提高了模型的性能,从而使地震预报更准确、更及时,并利用各种指标对地震预报进行了评估(R2 分数:0.93;MSE:0.07;RMSE:0.26)。该框架提高了预测和减缓地震发生的能力,降低了对人类和基础设施的风险。
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引用次数: 0
Gravity and magnetic study of the Xitle volcanic field, Basin of Mexico – Inferences on the pre-eruptive topography 墨西哥盆地 Xitle 火山带的重力和磁力研究--对喷发前地形的推断
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-11 DOI: 10.1016/j.jsames.2024.105193
Diego C. Valdez-Casillas , Jaime Urrutia-Fucugauchi , Ligia Pérez-Cruz , Guillermo Pérez-Cruz , José Unda-Lopez , Marysol Valdez-Hernandez , Miguel A. Diaz-Flores
Results of a gravity and magnetic study over a lava field in the southern Basin of Mexico are used to investigate on lava emplacement and pre-eruptive topography. The characteristics of lava flows depend on multiple factors, including the lava composition, effusion rate, rheology, fluid content and underlying terrain. The ∼2000 years old volcanic field, formed by seven flow units emplaced by the Xitle eruption, covers an extensive area >80 km2 characterized by topographic relief on the Ajusco volcano flank and surrounding plain. The study is conducted on the northern end of the volcanic field. The gravity and magnetic study is based on regional-residual separation, vertical and horizontal derivatives, reduced to the pole, analytical signal, spectral analysis and forward modeling. The regional gravity field shows two anomaly lows in the central sector, with the residual field showing trends of gravity highs. The residual magnetic anomaly is characterized by trends of magnetic highs associated to the lava field. Depths estimated from spectral analysis of gravity and magnetic anomalies show shallow sources at ∼22 m and ∼46 m, and deep sources at ∼469 m and ∼268 m, respectively. The underground sequence is modeled as a volcanoclastic succession of varying thickness. The first vertical derivatives, gradients and analytical signal enhance the anomalies associated to lava thickness variations. Joint gravity and magnetic analysis constraints the deep/shallow anomaly sources in the volcanic field and relations to pre-eruptive structure.
通过对墨西哥盆地南部熔岩区的重力和磁力研究结果,对熔岩喷发和喷发前地形进行了调查。熔岩流的特征取决于多种因素,包括熔岩成分、喷出速度、流变学、流体含量和下伏地形。由 Xitle 火山喷发形成的 7 个熔岩流单元所构成的 2000 多年前的火山区占地面积达 80 平方公里,阿胡斯科火山侧翼及周边平原地形起伏较大。研究在火山区的北端进行。重力和磁力研究基于区域-剩余分离、垂直和水平导数、极点缩小、分析信号、频谱分析和前向建模。区域重力场显示中部有两个异常低点,残余场显示重力高点的趋势。残余磁异常的特征是与熔岩场相关的磁高点趋势。根据重力和磁异常频谱分析估算的深度显示,浅源分别位于 ∼ 22 米和∼ 46 米处,深源分别位于 ∼ 469 米和∼ 268 米处。地下序列被模拟为厚度不同的火山碎屑岩演替。第一垂直导数、梯度和分析信号增强了与熔岩厚度变化相关的异常。重力和磁力联合分析制约了火山场的深/浅异常源以及与喷发前结构的关系。
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引用次数: 0
Crustal seismicity and updated stress mapping in the Bolivian Orocline, Central Andes 中安第斯山脉玻利维亚鄂罗克山脉的地壳地震和最新应力测绘
IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-10-11 DOI: 10.1016/j.jsames.2024.105187
Gonzalo A. Fernández M , Marcelo Assumpção , Simone Cesca , Mayra Nieto
The Central Andes region, with significant seismic activity, has distinct faulting mechanisms across its varied topography. Notably, the sub-Andean province predominantly features reverse faulting, whereas the high Andean plateau shows a predominance of normal and strike-slip faults. Despite the importance of this extensive orogenic plateau, Bolivia remains under-documented in seismic studies. We used data from recently installed seismic stations in Bolivia and regional stations in Brazil to determine 13 new focal mechanisms of shallow crustal earthquakes in Bolivia, some of them felt in major cities. Employing probabilistic full waveform moment tensor inversion and P-wave polarities, we mapped the stress distribution across the Central Andes. The main patterns of faulting mechanisms were: reverse faulting along the NW-SE trending sub-Andean belt north of the Orocline (north of Cochabamba) with NE-SW compression; reverse faulting along the N-S trending sub-Andean belt south of the Orocline (south of Santa Cruz) with ∼ E-W oriented compression; strike-slip faulting within the Eastern Cordillera with NE-SW P axes. The results indicate that the sub-Andean belt experiences compressional forces perpendicular to the front of the Andean plateau, arising from both the spreading stresses of the plateau and the broader plate-wide compression. On the other hand, the high plateau (Altiplano) is characterized by normal and strike-slip mechanisms, suggesting a dynamic equilibrium between local extensional gravitational stresses and regional compressional forces due to the Nazca plate convergence.
中安第斯山脉地区地震活动频繁,其不同的地形具有不同的断层机制。值得注意的是,亚安第斯省主要以逆断层为主,而安第斯高原则以正断层和走向滑动断层为主。尽管玻利维亚这片广阔的造山高原非常重要,但在地震研究方面的记录仍然不足。我们利用玻利维亚最近安装的地震台站和巴西区域台站的数据,确定了玻利维亚浅层地壳地震的 13 个新焦点机制,其中一些地震在主要城市都有震感。利用概率全波形矩张量反演和 P 波极性,我们绘制了整个中安第斯山脉的应力分布图。断层机制的主要模式是:沿奥罗克林以北(科恰班巴以北)西北-东南走向的亚安第斯山带逆向断层,具有东北-西南走向的压缩性;沿奥罗克林以南(圣克鲁斯以南)北-南走向的亚安第斯山带逆向断层,具有∼东西走向的压缩性;东科迪勒拉山系内的走向滑动断层,具有东北-西南走向的 P 轴。研究结果表明,亚安第斯山带受到垂直于安第斯高原正面的压缩力,这既来自高原的扩张应力,也来自更广泛的全高原压缩力。另一方面,高原(Altiplano)的特点是法向和走向滑动机制,表明当地的伸展重力应力和纳斯卡板块汇聚造成的区域压缩力之间存在动态平衡。
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引用次数: 0
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Journal of South American Earth Sciences
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