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A systematic review of predictor screening methods for downscaling of numerical climate models 对数值气候模型降尺度预测筛选方法的系统审查
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-12 DOI: 10.1016/j.earscirev.2024.104773
Aida Hosseini Baghanam , Vahid Nourani , Mohammad Bejani , Hadi Pourali , Sameh Ahmed Kantoush , Yongqiang Zhang

Effective selection of climate predictors is a fundamental aspect of climate modeling research. Predictor Screening (PS) plays a crucial role in identifying regional climate drivers, reducing noise, expediting convergence, and minimizing time consumption, ultimately leading to the development of robust models. This review delves into the complex landscape of PS techniques within the context of Numerical Climate Modeling (NCM), with a specific focus on their applicability across various Köppen climate classifications and PS model structures. The analysis revealed substantial variations in the performance of PS methods, shedding light on their ability to capture –and prioritize predictors related to precipitation and temperature within distinct climate contexts. Furthermore, the provided methods have been categorized into two subsections: Feature Selection (FS) and Feature Extraction (FE), with FS encompassing filter, wrapper, embedded, and ensemble/hybrid techniques, and FE covering Linear Feature Extraction (LFE), Time-Domain Analysis (TDA), deep learning, and clustering methods. The initial compilation of papers, acquired through a keyword search on Scopus, consisted of 3650 documents. Following a meticulous evaluation process, 206 papers were identified as fitting for inclusion in the literature review, covering the time frame from 1974 to November 3, 2023. In conclusion, the results provide a detailed understanding of the strengths and limitations of each approach, establishing a hierarchy of effectiveness contingent upon the specific climate context. Additionally, insights into promising avenues for future research in this field are offered. This review follows the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) standard as its foundation.

有效选择气候预测因子是气候建模研究的一个基本方面。预测因子筛选(Predictor Screening,PS)在识别区域气候驱动因子、减少噪声、加速收敛和最小化时间消耗等方面发挥着至关重要的作用,并最终促成稳健模型的开发。本综述深入探讨了数值气候建模(NCM)背景下预测因子筛选技术的复杂情况,特别关注其在各种柯本气候分类和预测因子筛选模型结构中的适用性。分析结果表明,PS 方法的性能存在很大差异,说明了这些方法在不同气候背景下捕捉降水和温度相关预测因子并对其进行优先排序的能力。此外,所提供的方法还分为两个子部分:特征选择(FS)和特征提取(FE),FS 包括过滤、包装、嵌入和集合/混合技术,FE 包括线性特征提取(LFE)、时域分析(TDA)、深度学习和聚类方法。最初的论文汇编是通过在 Scopus 上进行关键词搜索获得的,共有 3650 篇文献。经过缜密的评估过程,206 篇论文被确定为适合纳入文献综述,时间跨度从 1974 年到 2023 年 11 月 3 日。总之,研究结果提供了对每种方法的优势和局限性的详细了解,并根据具体的气候环境确定了有效性等级。此外,还对该领域未来研究的前景提出了见解。本综述以 PRISMA(系统综述和 Meta 分析首选报告项目)标准为基础。
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引用次数: 0
Paleogeography of the Gondwana passive margin fragments involved in the Variscan and Alpine collisions: Perspectives from metavolcanic-sedimentary basement of the Western Carpathians 参与瓦里斯坎碰撞和阿尔卑斯碰撞的冈瓦纳被动边缘碎片的古地理学:从喀尔巴阡山脉西部的变质火山沉积基底看问题
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-06 DOI: 10.1016/j.earscirev.2024.104763
Igor Soejono , Stephen Collett , Milan Kohút , Vojtěch Janoušek , Karel Schulmann , Zita Bukovská , Nikol Novotná , Tereza Zelinková , Jitka Míková , John M. Hora , František Veselovský

The general configuration of the main continental blocks in the Gondwana supercontinent and the Ediacaran–early Paleozoic tectonic evolution of its northern margin are widely accepted. However, reconstruction of the original positions and the question of potential separation of the Gondwana-derived crustal segments that are now included in the Variscan and Alpine orogenic belts remain controversial. The Western Carpathians, part of the Alpine–Carpathian belt, represents an important crustal segment broken-off from northern Gondwana and later incorporated into both the Variscan and Alpine collisional orogens. The earliest tectonic evolution and paleogeography of the pre-Variscan basement of the Western Carpathians remains poorly known, due to insufficient age data and intense polyphase tectonometamorphic overprints, both Variscan and Alpine. This paper provides new results of U–Pb dating and Hf isotopic analysis of detrital zircons as well as a whole-rock geochemical study from metavolcanic-sedimentary basement units of the Western Carpathians. The obtained age spectra suggest that the sedimentary succession was supplied dominantly by Ediacaran (c. 600 Ma) zircons, with a relatively minor role for Stenian–Tonian (c. 1.2–0.9 Ga) and Paleoproterozoic cratonic (c. 2.2–1.8 Ga) zircons. The mixed Hf isotopic signature (εHf(t) values ranging from −20 to +12) of the Ediacaran zircons indicates substantial mixing of mantle-derived magmas with mature crustal material, typical of continental magmatic arcs. In contrast, the mostly negative εHf(t) values (−15 to +4) of the cratonic zircons suggest recycling of an older continental crust. The presumably youngest part of the sequence is also characterised by high proportion of early Paleozoic zircons with generally negative εHf(t) values (−10 to −2). The zircon U–Pb age spectra, Hf isotopic patterns and whole-rock geochemical signatures of the studied Western Carpathians sequences are interpreted as reflecting deposition at a progressively developing Cambrian–Silurian passive margin setting. The West Carpathian data have been correlated with a comprehensive detrital zircon U–Pb age and Hf isotope data set compiled from possible source areas and other Gondwana-derived units to test the possibility of their primary linkages. These correlations indicate strong similarity in both zircon U–Pb age spectra and Hf isotopic compositions to other parts of the Ediacaran (Cadomian) continental magmatic arc. Older, cratonic sources are linked to the Saharan or East African parts of northern Gondwana, whereas the early Paleozoic detritus must represent a local volcanic source. Taken together, our new data from the Western Carpathians provide constraints for a new paleogeographic model of the northern African part of the Gondwana passive margin.

冈瓦纳超大陆主要大陆块的总体构造及其北缘埃迪卡拉纪-古生代早期的构造演化已被广泛接受。然而,原始位置的重建以及冈瓦纳派生的地壳区块可能分离的问题仍存在争议,这些区块现已被纳入瓦里斯坎造山带和阿尔卑斯造山带。西喀尔巴阡山脉是阿尔卑斯-喀尔巴阡山带的一部分,是从冈瓦纳北部分离出来的一个重要地壳段,后来被纳入瓦里斯卡和阿尔卑斯碰撞造山带。由于年龄数据不足,以及瓦利斯坎时期和阿尔卑斯山时期强烈的多相构造变质叠加,人们对西喀尔巴阡山脉前瓦利斯坎时期基底的最早构造演化和古地理仍知之甚少。本文提供了对西喀尔巴阡山脉变质火山-沉积基底单元的锆石碎片进行 U-Pb 定年和 Hf 同位素分析以及全岩地球化学研究的新结果。所获得的年龄谱表明,沉积演替主要由埃迪卡拉纪(约 600 Ma)锆石提供,斯氏-托尼安纪(约 1.2-0.9 Ga)和古元古代碎屑岩(约 2.2-1.8 Ga)锆石的作用相对较小。埃迪卡拉锆石的混合 Hf 同位素特征(εHf(t) 值从 -20 到 +12)表明地幔岩浆与成熟地壳物质的大量混合,这是大陆岩浆弧的典型特征。与此相反,板块锆石的εHf(t)值大多为负值(-15 至 +4),表明较古老的大陆地壳正在循环。序列中可能最年轻的部分也有大量早古生代锆石,其εHf(t)值一般为负值(-10 至 -2)。所研究的西喀尔巴阡山脉序列的锆石 U-Pb 年龄谱、Hf 同位素模式和全岩地球化学特征被解释为反映了逐渐发展的寒武纪-志留纪被动边缘环境的沉积。西喀尔巴阡山脉的数据已与从可能的源区和其他冈瓦纳派生单元收集的一套全面的非晶锆石 U-Pb 年龄和 Hf 同位素数据集进行了关联,以测试它们之间主要联系的可能性。这些相关性表明,锆石 U-Pb 年龄谱和 Hf 同位素组成与埃迪卡拉纪(卡多姆纪)大陆岩浆弧的其他部分非常相似。较古老的板块源与冈瓦纳北部的撒哈拉或东非部分有关,而早古生代的碎屑则必须代表当地的火山源。总之,我们从喀尔巴阡山脉西部获得的新数据为冈瓦纳被动边缘北非部分的新古地理学模型提供了约束条件。
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引用次数: 0
Complementary classifications of aeolian dunes based on morphology, dynamics, and fluid mechanics 根据形态学、动力学和流体力学对风化沙丘进行补充分类
IF 10.8 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-06 DOI: 10.1016/j.earscirev.2024.104772
Sylvain Courrech du Pont , David M. Rubin , Clément Narteau , Mathieu G.A. Lapôtre , Mackenzie Day , Philippe Claudin , Ian Livingstone , Matt W. Telfer , Jani Radebaugh , Cyril Gadal , Andrew Gunn , Patrick A. Hesp , Sabrina Carpy , Charles S. Bristow , Andreas C.W. Baas , Ryan C. Ewing , Giles F.S. Wiggs

Dunes form where winds blow over a bed of mobile sediment grains — conditions that are common in our solar system. On Earth, dunes abound in arid continental interiors and along sandy coastlines. Dune fields have also been recognized on Venus, Mars, Saturn’s moon Titan, and Pluto. In response to the different boundary conditions and other environmental forcings, dunes adopt a rich diversity of shapes, sizes, and behaviors. Thus, people around the globe and over centuries have developed a rich vocabulary to describe dunes and their complexity. As a result, existing dune nomenclature often includes redundant terms with differing definitions across scientific communities. Previous studies have endeavored to link dune shape to environmental forcing, usually by means of correlation. Although instructive, correlation-based classifications can be misleading if not based on underlying mechanics or if dune morphogenetic classes are not uniquely defined. Here, we synthesize existing dune terminology and use the last two decades of research on dune morphodynamics to propose three complementary dune classification schemes based on: (1) descriptive dune geomorphology, (2) morphodynamic processes, and (3) fluid mechanics and physics of sediment transport. The first classification relates dune types to geomorphic setting, the presence or absence of vegetation or obstacles, and dune shape (including planform shape, and cross-sectional symmetry or asymmetry). Dune classes can be further subdivided where the direction of sand transport is known independently. The second classification relates dune types and shapes to bed properties (sand-covered vs partially starved bed) and wind forcing (directional variability or the relative strengths and directions of wind modes) that together influence dune dynamics (growth, migration, elongation) and select the dominant processes by which dunes are shaped and oriented relative to the resultant transport direction. The third classification relates, for different planetary environments, the range of possible dune sizes, from minimum to maximum wavelength, to fluid flow regime (rough or smooth) and the response of sediment flux, which influence the coupling between sand bed topography, fluid flow, and sediment transport. These characteristic lengths are useful scales for comparative geomorphology. The three classification schemes provide complementary information. Together, they form a unified framework for geomorphologists, sedimentologists, geographers, physicists, and others to describe windblown sand dunes on Earth and beyond through their shape, dynamics, and size as a response to winds and boundary conditions.

沙丘是在风吹过移动的沉积颗粒床面时形成的,这种情况在太阳系中很常见。在地球上,干旱的大陆内部和沙质海岸线上沙丘比比皆是。在金星、火星、土星的卫星土卫六和冥王星上也发现了沙丘地。为了应对不同的边界条件和其他环境作用力,沙丘的形状、大小和行为多种多样。因此,几个世纪以来,全球各地的人们已经形成了丰富的词汇来描述沙丘及其复杂性。因此,现有的沙丘命名法往往包括一些冗余术语,不同科学界对这些术语的定义也不尽相同。以往的研究致力于将沙丘形状与环境胁迫联系起来,通常采用相关性方法。基于相关性的分类虽然具有启发性,但如果不是基于基本的力学原理,或者沙丘形态发生类没有唯一的定义,就会产生误导。在此,我们综合了现有的沙丘术语,并利用过去二十年对沙丘形态动力学的研究,提出了三种互补的沙丘分类方案,分别基于:(1)描述性沙丘地貌学;(2)形态动力学过程;(3)流体力学和沉积物迁移物理学。第一种分类方法将沙丘类型与地貌环境、植被或障碍物的有无以及沙丘形状(包括平面形状和横截面对称或不对称)联系起来。沙丘类型还可以进一步细分,因为沙子的迁移方向是独立已知的。第二种分类方法将沙丘类型和形状与沙床特性(沙覆盖沙床与部分沙床)和风力(风向变化或风力模式的相对强度和方向)联系起来,这些因素共同影响沙丘动力学(生长、迁移、伸长),并选择沙丘相对于运移方向的形状和方向的主要过程。对于不同的行星环境,第三种分类方法将可能的沙丘大小范围(从最小波长到最大波长)与流体流动机制(粗糙或平滑)和沉积物通量的反应联系起来,从而影响沙床地形、流体流动和沉积物迁移之间的耦合。这些特征长度是比较地貌学的有用尺度。这三种分类方案提供了互补信息。它们共同构成了一个统一的框架,供地貌学家、沉积学家、地理学家、物理学家和其他人员通过沙丘的形状、动态和大小对风和边界条件的响应来描述地球内外的风吹沙丘。
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引用次数: 0
Contemporaneous closure of the Paleo-Asian Ocean in the Middle-Late Triassic: A synthesis of new evidence and tectonic implications for the final assembly of Pangea 三叠纪中晚期古亚洲洋同时关闭:新证据综述及构造对潘加大陆最终形成的影响
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-04 DOI: 10.1016/j.earscirev.2024.104771
Dongfang Song , Wenjiao Xiao , Songjian Ao , Qigui Mao , Bo Wan , Hao Zeng

The closure of the Paleo-Asian Ocean (PAO) is crucial for understanding the late Paleozoic–early Mesozoic paleogeography of Proto-Asia and the tectonic configuration of NE Pangea. However, the timing and mechanism for the PAO closure and final amalgamation of the Central Asian Orogenic Belt (CAOB) remain highly controversial. Available studies argue either for a pre-Carboniferous closure or eastward, scissor-style diachronous closure from late Carboniferous to late Permian. This ambiguity is mainly caused by the different criteria applied to evaluate the final closure of oceanic basins and termination of accretionary orogenesis. Here we summarize new evidence including the youngest mélange-bearing accretionary complex and provenance change of syn-orogenic sediments in order to trace the terminal closure of the PAO from Tianshan in the west, through Beishan and Alxa, to Solonker and Changchun-Yanji in the east, a total distance of ∼5000 km.

The Tianshan marks the demise of the western segment of the PAO where the Tarim Craton collided with the Kazakhstan–Yili–Central Tianshan arc. Several ophiolitic mélanges from the Kyrgyz and Chinese Tianshan show the relicts of Permian–Triassic oceanic lithosphere that amalgamated during the Middle-Late Triassic. In Beishan, three ophiolitic mélanges contain Permian igneous rocks and Permian–Triassic sedimentary matrix, suggesting closure of the ocean between ∼245–222 Ma. In the Engger Us mélange of Alxa, a turbidite matrix overlying Permian ocean plate stratigraphy yields a ∼244 Ma maximum depositional age, constraining the time of emplacement of the accretionary complex. To the east, several ophiolitic mélanges in Inner Mongolia contain Permian–Early Triassic gabbro/basalt and middle-late Permian radiolarians, suggesting subduction-accretion continued into the Early Triassic. Along the Changchun–Yanji suture in NE China, several accretionary complexes yield emplacement ages of ∼246–234 Ma. Therefore, the youngest ophiolitic mélanges and accretionary complexes across the whole southern CAOB were formed during the Middle-Late Triassic. In addition, Middle-Late Triassic provenance changes have been identified in syn-orogenic sediments in Tianshan, Beishan, Alxa, Inner Mongolia and NE China. These data are in agreement with Triassic deformation and high-pressure metamorphism, which together indicate that the western, central, and eastern segments of the PAO were closed almost contemporaneously during the Middle-Late Triassic.

To the south, multidisciplinary data suggest that the amalgamation between South China, Sibumasu, Indochina, Qiangtang, and North China took place between ∼230–225 Ma, which led to the closure of the Paleo-Tethys Ocean. Taken together, the Indosinian orogeny leading to the amalgamation of the East Asian blocks marks the final assembly of Pangea. The joining of East Asia in the Late Triassic maximized the land area of Pangea, which potentially fostered the dramatic climate

古亚洲洋(PAO)的关闭对于理解原亚洲晚古生代-中生代早期的古地理和潘加亚东北部的构造格局至关重要。然而,PAO 闭合和中亚造山带(CAOB)最终合并的时间和机制仍存在很大争议。现有的研究要么认为是石炭纪前的闭合,要么认为是从石炭纪晚期到二叠纪晚期的向东、剪刀式的异时闭合。造成这种模糊性的主要原因是对大洋盆地最终关闭和增生造山作用终止的评价标准不同。在此,我们总结了包括最年轻的含杂增生复合体和同源成因沉积物产地变化在内的新证据,以追溯PAO的最终关闭,西起天山,经北山和阿拉善,东至索伦克和长春-延吉,总长度约5000千米。天山标志着PAO西段的消亡,塔里木克拉通与哈萨克斯坦-伊犁-中天山弧在此相撞。吉尔吉斯斯坦和中国天山的几处蛇绿混杂岩显示了二叠纪-三叠纪海洋岩石圈的遗迹,这些岩石圈在中-晚三叠世期间混合在一起。在北山,三个蛇绿混杂岩包含二叠纪火成岩和二叠纪-三叠纪沉积基质,表明海洋在 245-222 Ma 之间关闭。在阿拉善 Engger Us mélange 中,覆盖在二叠纪海洋板块地层上的浊积岩基质得出的最大沉积年龄为 244 Ma,从而确定了增生复合体的形成时间。在东部,内蒙古的几处蛇绿岩熔岩含有二叠纪-早三叠世的辉长岩/玄武岩和中-晚二叠世的放射虫,表明俯冲-增生作用一直持续到早三叠世。在中国东北地区的长春-延吉缝合线沿线,几个增生复合体的成岩年龄在246-234Ma之间。因此,整个长春奥陶系南部最年轻的蛇绿混杂岩和增生复合体形成于中-晚三叠世。此外,在天山、北山、阿拉善、内蒙古和东北地区的同生沉积中也发现了中-晚三叠世的成因变化。这些数据与三叠纪变形和高压变质作用相吻合,共同表明在中-晚三叠世,PAO 的西部、中部和东部几乎同时关闭。在南部,多学科数据表明,华南、西伯利亚、印度支那、羌塘和华北之间的合并发生在 ∼230-225 Ma 之间,这导致了古特提斯洋的关闭。综上所述,印度支那造山运动导致东亚地块的合并,标志着泛大陆的最终形成。东亚在晚三叠世的合并使潘加大陆的陆地面积最大化,这可能促进了剧烈的气候变化和大季风的形成。
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引用次数: 0
A time-calibrated ‘Tree of Life’ of aquatic insects for knitting historical patterns of evolution and measuring extant phylogenetic biodiversity across the world 按时间校准的水生昆虫 "生命之树",用于编织进化的历史模式和测量全世界现存的系统发育生物多样性
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-02 DOI: 10.1016/j.earscirev.2024.104767
Jorge García-Girón , Cesc Múrria , Miquel A. Arnedo , Núria Bonada , Miguel Cañedo-Argüelles , Tomáš Derka , Jose María Fernández-Calero , Zhengfei Li , José Manuel Tierno de Figueroa , Zhicai Xie , Jani Heino

The extent to which the sequence and timing of important events on Earth have influenced biological evolution through geological time is a matter of ongoing debate. In this context, the phylogenetic history of aquatic insects remains largely elusive, and our understanding of their chronology is fragmentary and incomplete at best. Here, after gathering a comprehensive data matrix of 3125 targeted rRNA and protein-coding gene sequences from nine independent gene portions, we built a well-supported time-calibrated phylogenetic tree comprising almost 1200 genera that represent a large proportion of extant families of dragonflies and damselflies (Odonata), mayflies (Ephemeroptera), stoneflies (Plecoptera), and caddisflies (Trichoptera). We reviewed the main evolutionary and historical scenarios for each aquatic insect lineage as revealed by our best-scoring molecular tree topology, major ancient radiations, calibrated divergence estimates, and important events in geological history related to the spatial arrangement of land masses, continental drift, and mass extinctions. Molecular dating using the birth-death model of speciation, with a lognormal-relaxed model of sequence evolution informed by transcriptomic constraints, suggested that (i) dragonflies and damselflies first radiated approximately 220 million years (Ma) ago and most extant lineages thrived independently after the Triassic–Jurassic (Tr–J) extinction event; (ii) mayflies underwent bursts of diversification during the Cretaceous; (iii) ancestral divergence separating the stonefly suborders Arctoperlaria and Antarctoperlaria was consistent with geographical isolation after vicariant fragmentation and tectonic splitting of the supercontinent Pangaea around 170 Ma ago; and (iv) the most recent common ancestors of caddisflies extended back to the time of Pangaea, supporting the earliest offshoot of the ‘retreat-making’ Annulipalpia and a sister relationship between the predatory free-living Rhyacophilidae and Hydrobiosidae. Our ‘Tree of Life’ of aquatic insects also resolved shallow phylogenetic relationships related to key evolutionary innovations, such as the convergent evolution of exophytic oviposition in dragonflies or the Jurassic origins of the burrowing lifestyle in mayflies. In this study, we also illustrate how our time-calibrated phylogeny can help to integrate phylogenetic aspects in biogeographical and ecological research across the world. To do so, we used three empirical datasets of stream insects from subarctic Finland, northeastern Spain, and southeastern Tibet as exemplary cases. These examples of application tested ecogeographical mechanisms related to (i) the responses of size structural resemblances to phylogenetic constraints, and patterns of (ii) phylogenetic relatedness and (iii) phylogenetic uniqueness along elevational and flow-intermittence gradients, respectively. We emphasise how specific details capturing different aspects of phylogenetic variation are de

地球上重要事件发生的顺序和时间在多大程度上影响了地质年代的生物进化,这是一个一直存在争议的问题。在这种情况下,水生昆虫的系统发育历史在很大程度上仍然难以捉摸,我们对其年代学的了解充其量也是零碎和不完整的。在这里,我们收集了来自九个独立基因部分的 3125 个目标 rRNA 和蛋白质编码基因序列的综合数据矩阵,然后构建了一个支持良好的时间校准系统发生树,其中包括近 1200 个属,代表了现存蜻蜓和豆娘(蜻蜓目)、蜉蝣(蜉蝣科)、石蝇(蝶形目)和蝶形目(毛翅目)的大部分科。我们回顾了得分最高的分子树拓扑所揭示的每个水生昆虫品系的主要进化和历史情况、主要的古代辐射、校准的分化估计以及与陆块空间排列、大陆漂移和大灭绝有关的地质史上的重要事件。利用物种诞生-死亡模型进行分子测年,并通过转录组约束条件建立对数正态-松弛序列演化模型,结果表明:(i) 蜻蜓和豆娘在大约 2.2 亿年(Ma)前首次辐射,在三叠纪-侏罗纪(Tr-J)大灭绝事件之后,大多数现存品系独立繁衍;(ii) 蜉蝣在白垩纪经历了突发的多样化;(iii)石蝇亚目 Arctoperlaria 和 Antarctoperlaria 的祖先分化与大约 170 万年前盘古超级大陆的沧桑破碎和构造分裂后的地理隔离相一致;(iv)蝶类的最近共同祖先可追溯到盘古大陆时期,支持 "撤退型 "蝶类(Annulipalpia)的最早分支,以及捕食性自由生活蝶科(Rhyacophilidae)和水蝶科(Hydrobiosidae)之间的姊妹关系。我们的水生昆虫 "生命之树 "还解决了与关键进化创新有关的浅层系统发育关系,例如蜻蜓外生卵巢的趋同进化或蜉蝣穴居生活方式的侏罗纪起源。在这项研究中,我们还说明了我们的时间校准系统发育如何有助于整合全球生物地理学和生态学研究中的系统发育方面。为此,我们使用了来自芬兰亚北极区、西班牙东北部和西藏东南部的三个溪流昆虫经验数据集作为示范案例。这些应用实例分别测试了与以下方面相关的生态地理学机制:(i) 体型结构相似性对系统发育限制的响应;(ii) 系统发育相关性和 (iii) 系统发育独特性沿海拔梯度和水流间歇梯度的模式。我们强调了捕捉系统发育变异不同方面的具体细节如何取决于不同流域的地质、地理和环境背景。最后,我们强调了未来研究的潜在领域,包括评估系统发育多样性在空间和时间上的地理模式、生态特征的演变与古气候变化的关系,以及为水生昆虫有进化价值的生物区的保护优先级开发补充算法。总之,我们希望这项工作将激励生物地理科学不同领域的多学科研究工作,以保护世界各地现存水生昆虫的系统发育遗产。
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引用次数: 0
Artificial intelligence in paleontology 古生物学中的人工智能
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-02 DOI: 10.1016/j.earscirev.2024.104765
Congyu Yu , Fangbo Qin , Akinobu Watanabe , Weiqi Yao , Ying Li , Zichuan Qin , Yuming Liu , Haibing Wang , Qigao Jiangzuo , Allison Y. Hsiang , Chao Ma , Emily Rayfield , Michael J. Benton , Xing Xu

The accumulation of large datasets and increasing data availability have led to the emergence of data-driven paleontological studies, which reveal an unprecedented picture of evolutionary history. However, the fast-growing quantity and complication of data modalities make data processing laborious and inconsistent, while also lacking clear benchmarks to evaluate data collection and generation, and the performances of different methods on similar tasks. Recently, artificial intelligence (AI) has become widely practiced across scientific disciplines, but not so much to date in paleontology where traditionally manual workflows have been more usual. In this study, we review >70 paleontological AI studies since the 1980s, covering major tasks including micro- and macrofossil classification, image segmentation, and prediction. These studies feature a wide range of techniques such as Knowledge-Based Systems (KBS), neural networks, transfer learning, and many other machine learning methods to automate a variety of paleontological research workflows. Here, we discuss their methods, datasets, and performance and compare them with more conventional AI studies. We attribute the recent increase in paleontological AI studies most to the lowering of the entry bar in training and deployment of AI models rather than innovations in fossil data compilation and methods. We also present recently developed AI implementations such as diffusion model content generation and Large Language Models (LLMs) that may interface with paleontological research in the future. Even though AI has not yet been a significant part of the paleontologist's toolkit, successful implementation of AI is growing and shows promise for paradigm-transformative effects on paleontological research in the years to come.

随着大量数据集的积累和数据可用性的提高,出现了数据驱动的古生物学研究,揭示了前所未有的进化史。然而,快速增长的数据量和复杂的数据模式使数据处理变得费力且不一致,同时也缺乏明确的基准来评估数据的收集和生成,以及不同方法在类似任务中的表现。近来,人工智能(AI)已在各科学学科中得到广泛应用,但在古生物学中,传统的人工工作流程还不是很常见。在本研究中,我们回顾了自 20 世纪 80 年代以来的 70 项古生物学人工智能研究,涵盖了微化石和大化石分类、图像分割和预测等主要任务。这些研究采用了多种技术,如基于知识的系统(KBS)、神经网络、迁移学习和许多其他机器学习方法,以实现各种古生物学研究工作流程的自动化。在此,我们将讨论它们的方法、数据集和性能,并与更传统的人工智能研究进行比较。我们认为近期古生物人工智能研究的增加主要归功于人工智能模型训练和部署门槛的降低,而不是化石数据编译和方法的创新。我们还介绍了最近开发的人工智能实现方法,如扩散模型内容生成和大型语言模型(LLMs),这些方法未来可能会与古生物学研究对接。尽管人工智能尚未成为古生物学家工具包的重要组成部分,但人工智能的成功应用正在不断增加,并有望在未来几年对古生物学研究产生范式转换的影响。
{"title":"Artificial intelligence in paleontology","authors":"Congyu Yu ,&nbsp;Fangbo Qin ,&nbsp;Akinobu Watanabe ,&nbsp;Weiqi Yao ,&nbsp;Ying Li ,&nbsp;Zichuan Qin ,&nbsp;Yuming Liu ,&nbsp;Haibing Wang ,&nbsp;Qigao Jiangzuo ,&nbsp;Allison Y. Hsiang ,&nbsp;Chao Ma ,&nbsp;Emily Rayfield ,&nbsp;Michael J. Benton ,&nbsp;Xing Xu","doi":"10.1016/j.earscirev.2024.104765","DOIUrl":"https://doi.org/10.1016/j.earscirev.2024.104765","url":null,"abstract":"<div><p>The accumulation of large datasets and increasing data availability have led to the emergence of data-driven paleontological studies, which reveal an unprecedented picture of evolutionary history. However, the fast-growing quantity and complication of data modalities make data processing laborious and inconsistent, while also lacking clear benchmarks to evaluate data collection and generation, and the performances of different methods on similar tasks. Recently, artificial intelligence (AI) has become widely practiced across scientific disciplines, but not so much to date in paleontology where traditionally manual workflows have been more usual. In this study, we review &gt;70 paleontological AI studies since the 1980s, covering major tasks including micro- and macrofossil classification, image segmentation, and prediction. These studies feature a wide range of techniques such as Knowledge-Based Systems (KBS), neural networks, transfer learning, and many other machine learning methods to automate a variety of paleontological research workflows. Here, we discuss their methods, datasets, and performance and compare them with more conventional AI studies. We attribute the recent increase in paleontological AI studies most to the lowering of the entry bar in training and deployment of AI models rather than innovations in fossil data compilation and methods. We also present recently developed AI implementations such as diffusion model content generation and Large Language Models (LLMs) that may interface with paleontological research in the future. Even though AI has not yet been a significant part of the paleontologist's toolkit, successful implementation of AI is growing and shows promise for paradigm-transformative effects on paleontological research in the years to come.</p></div>","PeriodicalId":11483,"journal":{"name":"Earth-Science Reviews","volume":null,"pages":null},"PeriodicalIF":12.1,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0012825224000928/pdfft?md5=10ea6f8a0dd667959c823da1d3650895&pid=1-s2.0-S0012825224000928-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140536376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Temporal-spatial patterns of Mesozoic Paleo-Pacific and Tethyan supra-subduction systems in SE Asia: Key observations and controversies in Borneo and its surroundings 东南亚中生代古太平洋和泰西亚超级俯冲系统的时空模式:婆罗洲及其周边地区的主要观测结果和争议
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-01 DOI: 10.1016/j.earscirev.2024.104762
Yuejun Wang , Xin Qian , Peter A. Cawood , Chengshi Gan , Yuzhi Zhang , Feifei Zhang , J.-B. Asis , Yonggang Yan , Cheng Wang

The Mesozoic tectonic regime of the Indonesian Archipelago holds the key to decoding the development of the East Asia continental margin and unraveling the temporal-spatial pattern of the Paleo-Pacific and Tethyan supra-subduction systems in SE Asia. However, no consensus has been reached on the “intersected location (where), timing (when) and mechanism (why)” of the two supra-systems in the “narrow knot zone”. This paper presents an overview of key geological observations in Borneo and its surrounding areas in the heart of the Indonesian Archipelago with respect to its Mesozoic tectonics. Available data collectively show that the western segment of west Borneo, along with west Sumatra, have Sundaland affinities, representing the southernmost segment of the Paleo-Tethyan active continental margin. West Borneo was overprinted by the Paleo-Pacific-related accretionary orogenesis in the Jurassic and Cretaceous periods. The Mesozoic rock-units in Sabah (NE Borneo) exhibit Cathaysia-like affinities and their generation in an earliest Triassic-Late Jurassic arc-trench gap setting. The Mesozoic igneous rocks in NE, NW and SW Borneo define magmatic flare-ups at ca. 190 Ma, ca. 150 Ma, ca. 130 Ma and ca. 85 Ma that are comparable to those in Coastal South China. This magmatic activity represents a long-lived active continental margin derived by the pulsed Paleo-Pacific subduction and rollback. This oceanwardly-propagating accretionary orogen extends from the Lupar-Palangkaraya of west Borneo into Coastal South China, and extends as far as the Russian Far East via SE Vietnam and Sabah (NE Borneo)-Palawan (Philippine) arc-trench system. In NW and SW Borneo, the Jurassic and Cretaceous arc-like igneous rocks, whether mafic-intermediate or felsic, mostly share similar Sr-Nd-Hf-O and Pacific-like Pb isotopic compositions, which originated from the subduction-related mantle wedge or its juvenile crust source in a convergent plate margin setting. All the data indicate that Paleo-Pacific subduction had at least initiated by the earliest Triassic in NE Borneo and likely Coastal South China, and earliest Jurassic in NW and SW Borneo, but likely ceased at ca. 80 Ma. SE Borneo represented the easternmost segment of the Neo-Tethyan Ocean, along which northward subduction initiated at ca. 140 Ma and ceased at ca. 90 Ma. Such a Neo-Tethyan subduction system was cold and rapid, and was followed by the rapid exhumation at ca. 133–110 Ma along the Central Indonesian Accretionary Collision Complex as defined by the presence of HP/LT clockwise P-T-t metamorphism. Tectonic overprinting in East Asia since the Late Cretaceous might have driven the twist of the Paleo-Tethyan tectonic zone in west Sumatra and the intersection of the Paleo-Pacific and Neo-Tethyan systems in the Palangkaraya area between SW and SE Borneo. The Mesozoic stratigraphic framework is herein updated but validation will be required in the future. Integrating all available observations, and uncertai

印度尼西亚群岛的中生代构造体系是解码东亚大陆边缘的发展和揭示东南亚古太平洋和哲罗纪超俯冲系统时空模式的关键。然而,对于 "狭结区 "中两个超级系统的 "交汇位置(地点)、时间(时间)和机制(原因)",目前尚未达成共识。本文概述了位于印度尼西亚群岛中心的婆罗洲及其周边地区在中生代构造方面的主要地质观测结果。现有数据共同表明,西婆罗洲西段与苏门答腊岛西段具有巽他兰亲缘关系,代表了古泰西活动大陆边缘的最南端。在侏罗纪和白垩纪时期,西婆罗洲受到与古太平洋有关的增生造山运动的影响。沙巴(婆罗洲东北部)的中生代岩石单元显示出类似国泰期的亲缘关系,它们是在最早的三叠纪-晚侏罗纪弧沟缝隙环境中生成的。婆罗洲东北部、西北部和西南部的中生代火成岩确定了大约 190 Ma、大约 150 Ma 的岩浆爆发。约190Ma、约150Ma、约130Ma和约85Ma,与华南沿海地区的岩浆活动相当。这种岩浆活动代表了古太平洋脉冲式俯冲和回滚所产生的一个长期活跃的大陆边缘。这种向海洋延伸的增生造山带从婆罗洲西部的卢巴尔-巴朗卡拉亚延伸到华南沿海,并通过越南东南部和沙巴(婆罗洲东北部)-巴拉望(菲律宾)弧形海沟系统一直延伸到俄罗斯远东地区。在婆罗洲西北部和西南部,侏罗纪和白垩纪弧状火成岩,无论是中熔岩还是长熔岩,大多具有相似的Sr-Nd-Hf-O和太平洋类铅同位素组成,它们起源于与俯冲有关的地幔楔或其在板块边缘汇聚环境中的幼壳源。所有数据表明,古太平洋俯冲至少在婆罗洲东北部最早的三叠纪和可能的华南沿海地区以及婆罗洲西北部和西南部最早的侏罗纪已经开始,但很可能在大约 80 Ma 时停止。婆罗洲东南部代表了婆罗洲最东端。婆罗洲东南部代表了新泰西洋的最东段,在大约140 Ma时开始向北俯冲,大约在140 Ma时停止。婆罗洲东南部是新泰西洋的最东段,北向俯冲始于约140Ma,止于约90Ma。90 Ma。这样的新泰西洋俯冲系统寒冷而迅速,随后在大约 133-110 Ma 时沿中印度洋迅速掘起。印尼中部堆积碰撞复合体沿岸的133-110Ma快速掘起是由HP/LT顺时针P-T-t变质作用所决定的。自晚白垩世以来,东亚的构造叠压可能推动了苏门答腊西部古泰西岩构造带的扭转,以及婆罗洲西南部和东南部之间巴朗卡拉亚地区古太平洋系和新泰西岩系的交汇。本文对中生代地层框架进行了更新,但未来还需要验证。综合所有可用的观测数据和不确定性因素,重建了三叠纪至白垩纪东南亚古太平洋系和特提安超俯冲系统相互作用的构造模型。
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引用次数: 0
Tracing the subduction and accretion history of the trench-arc-basin system in the Chinese Eastern Tianshan: Insights from Paleozoic magmatic and crustal evolution 追溯中国东天山海沟-弧盆系统的俯冲和增生史:古生代岩浆和地壳演化的启示
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-01 DOI: 10.1016/j.earscirev.2024.104761
Long Du , Xiaoping Long , Chao Yuan , Yunying Zhang , Zongying Huang , Hongli Zhu

Accretionary orogens function as crucial sites for the generation of arc igneous rocks and continental crust, but the spatial and temporal distribution of arc igneous rocks and the link between the arc magmatic processes and crust generation within individual orogens remains poorly constrained. To address this issue, we have summarized published geochemical and zircon isotopic data for Paleozoic (∼460–280 Ma) mafic–intermediate–felsic igneous rocks within five individual belts from the Chinese Eastern Tianshan of the southern Central Asian Orogenic Belt (CAOB), which aim to explore the variations in magma sources (juvenile or reworked crust) and crustal thickness in response to tectonic and crustal evolution over time. This summary highlights the systematic variation in elemental and isotopic signatures of magmas in the Eastern Tianshan and makes it possible to quantitatively evaluate the crustal evolution and tectonic switch patterns. Repeated tectonic switches of the Eastern Tianshan trench-arc-basin system during subduction of the Kangguer oceanic plate appear to have occurred in two phases of the northern trench advance (ca. 460–381 Ma and 330–301 Ma, respectively) and the intervening trench retreat (ca. 380–331 Ma), as well as seem to have happened in the southern trench of the Kangguer Ocean with trench southward advance and northward retreat at ca. 360–331 Ma and 330–301 Ma, respectively. The estimated crustal growth in the Eastern Tianshan various from trench advance accompanied by significant crustal thickening (i.e., northern trench advance at ca. 460–421 Ma and southern trench advance at ca. 360–331 Ma, respectively) to northern trench retreat with crustal thinning (ca. 380–331 Ma). Most of the magma in the Eastern Tianshan was generated by crustal reworking or mixing.

断陷造山运动是弧火成岩和大陆地壳生成的关键场所,但弧火成岩的时空分布以及单个造山运动内部弧岩浆过程与地壳生成之间的联系仍未得到很好的研究。针对这一问题,我们总结了已发表的中亚造山带南部中国东天山五个岩带内古生代(460-280 Ma)岩浆-中长石火成岩的地球化学和锆石同位素数据,旨在探讨岩浆源(幼壳或再造地壳)和地壳厚度随构造和地壳演化的变化。这一总结强调了东天山岩浆元素和同位素特征的系统性变化,使定量评估地壳演化和构造切换模式成为可能。东天山海沟-弧-盆地系统在康古尔洋板块俯冲过程中的反复构造转换似乎发生在海沟北进(分别约460-381Ma和330-301Ma)和海沟后退(约380-331Ma)两个阶段,也似乎发生在康古尔洋南部海沟,海沟南进和北退的时间分别约为360-331Ma和330-301Ma。分别为 360-331 Ma 和 330-301 Ma。据估计,东天山的各种地壳增长均来自海沟的推进,同时伴有显著的地壳增厚(即海沟北进的时间约为 460-421 Ma,海沟南退的时间约为 330-301 Ma)。460-421 Ma,南海沟前移约 360-331 Ma)到地壳增厚的不同阶段。360-331Ma),到北部海沟后退,地壳变薄(约380-331Ma)。东天山大部分岩浆是由地壳再加工或混合产生的。
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引用次数: 0
Gone with the tides? Reassessing possible eolian strata in the Paleoarchean Moodies Group in the context of the Archean eolian record 随潮汐而去?根据阿新世的沉积记录重新评估古新世穆迪斯群可能的沉积层
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-03-30 DOI: 10.1016/j.earscirev.2024.104766
S. Reimann, A. Zametzer , C. Heubeck

It is unresolved when eolian processes began to significantly affect global mean sand composition and texture through abrasion and enhanced sorting. Reports of Proterozoic eolian textures and sedimentary structures are common, in particular from 1.8 Ga on, but the Archean (4.0–2.5 Ga) geologic record possesses only seven reported eolian occurrences which generally do not manifest more than a few diagnostic features of eolian transport. We investigate in detail sandstone units within the Moodies Group (ca. 3.22 Ga) of the Barberton Greenstone Belt, South Africa, one of the oldest well-preserved terrestrial–marine sandy successions. Eight examined locations show terrestrial facies associations, high degrees of compositional and textural maturity, and large-scale foresets; however, none show convincing evidence of eolian transport but several can be excluded with confidence. In comparison to recent eolian strata, grains are generally slightly too coarse-grained, too angular, and mostly too poorly sorted. The common presence of shale laminations, granules, rare pebbles, and shale rip-up clasts demonstrates that the investigated strata were either of aqueous origin or had been formed by eolian processes but were subsequently aqueously reworked. This is vexing because the sandy-gravelly fluvial, coastal floodplain, and estuarine depositional environments of Moodies Group strata may have been hospitable to potentially powerful and long-lasting Archean eolian processes. Early Archean eolian strata may have had a limited depositional area, may have been extensively reworked, or formed under non-actualistic conditions. Thus, the significance of eolian processes on early Earth and their potential contribution to the high degree of textural and compositional maturity of Archean quartzarenites remains poorly constrained.

目前尚未解决的问题是,风化过程从何时开始通过磨蚀和强化分选对全球平均砂的成分和质地产生重大影响。有关新生代风化纹理和沉积结构的报道屡见不鲜,尤其是从 1.8 Ga 开始,但在 Archean(4.0-2.5 Ga)地质记录中,仅有七处风化现象的报道,这些现象一般都没有表现出较多的风化搬运诊断特征。我们详细研究了南非巴伯顿绿岩带 Moodies 组(约 3.22 Ga)的砂岩单元,这是保存最完好的陆相-海相砂质演替之一。所考察的八个地点显示出陆相关联、高度的成分和纹理成熟度以及大规模的前缘;但是,没有一个地点显示出令人信服的风化搬运证据,但有几个地点可以肯定地排除风化搬运的可能性。与新近的风化地层相比,这些地层的岩粒一般略显粗粒、棱角分明,而且大多分选较差。页岩层理、颗粒、罕见卵石和页岩撕裂碎屑的普遍存在表明,所调查的地层要么是水成地层,要么是由风化过程形成的,但随后又经过了水的再加工。这是一个令人困扰的问题,因为 Moodies 组地层的砂砾质河川、沿海洪泛平原和河口沉积环境可能适合于潜在的强大而持久的 Archean 生态过程。早阿新世的风化地层可能沉积面积有限,可能经过广泛的再加工,或在非实际条件下形成。因此,对于早期地球上风化过程的重要性,以及它们对阿新世石英岩的高度纹理和成分成熟性的潜在贡献,目前还没有很好的解释。
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引用次数: 0
Residual trapping capacity of subsurface systems for geological storage of CO2: Measurement techniques, meta-analysis of influencing factors, and future outlook 用于二氧化碳地质封存的地下系统的剩余捕获能力:测量技术、影响因素元分析及未来展望
IF 12.1 1区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-03-29 DOI: 10.1016/j.earscirev.2024.104764
Haiyang Zhang, Muhammad Arif

Geological storage of CO2 is a promising technique to mitigate anthropogenic CO2 emissions. The effectiveness of CO2 storage in the subsurface formations relies on various trapping mechanisms that immobilize the injected CO2. Among these mechanisms, residual trapping has been identified as a critical factor, closely associated with residual CO2 saturation. The extent of residual CO2 saturation is strongly influenced by the petrophysical, physicochemical and hydrodynamic properties of CO2/fluid/rock systems and operational conditions, thereby governing the overall residual trapping efficiency.

This article reviews the published experimental datasets on the initial and residual CO2 saturation and analyzes the corresponding trapping efficiency for a range of in-situ CO2/fluid/rock systems. We explore the factors that influence trapping efficiency, including wettability, rock type, rock properties, and flow rate. The gas saturations and trapping efficiencies of different gas types (i.e., CO2, N2, and H2) are also discussed. Finally, we present the knowledge gaps and outline prospects for future research. This review establishes a state-of-art data repository of gas saturations in different conditions, enhancing our understanding of residual trapping in subsurface gas storage.

二氧化碳的地质封存是减少人为二氧化碳排放的一项前景广阔的技术。在地下地层中封存二氧化碳的有效性取决于各种固定注入的二氧化碳的捕集机制。在这些机制中,残余捕集被认为是一个关键因素,与残余二氧化碳饱和度密切相关。残余 CO2 饱和度受 CO2/流体/岩石系统的岩石物理、物理化学和流体动力学特性以及运行条件的影响很大,从而制约着整体残余捕集效率。本文回顾了已发表的关于初始和残余 CO2 饱和度的实验数据集,并分析了一系列原位 CO2/流体/岩石系统的相应捕集效率。我们探讨了影响捕集效率的因素,包括润湿性、岩石类型、岩石性质和流速。我们还讨论了不同气体类型(即 CO2、N2 和 H2)的气体饱和度和捕集效率。最后,我们提出了知识差距,并概述了未来研究的前景。本综述建立了不同条件下气体饱和度的最新数据资源库,加深了我们对地下储气库残余气体捕集的理解。
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Earth-Science Reviews
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