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Methodology,progress and challenges of geoscience knowledge graph in International Big Science Program of Deep-Time Digital Earth 被引量:2
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作者 ZHU Yunqiang WANG Qiang +9 位作者 WANG Shu SUN Kai WANG Xinbing LV Hairong HU Xiumian ZHANG Jie WANG Bin QIU Qinjun YANG Jie ZHOU Chenghu 《Journal of Geographical Sciences》 2025年第5期1132-1156,共25页
Deep-time Earth research plays a pivotal role in deciphering the rates,patterns,and mechanisms of Earth's evolutionary processes throughout geological history,providing essential scientific foundations for climate... Deep-time Earth research plays a pivotal role in deciphering the rates,patterns,and mechanisms of Earth's evolutionary processes throughout geological history,providing essential scientific foundations for climate prediction,natural resource exploration,and sustainable planetary stewardship.To advance Deep-time Earth research in the era of big data and artificial intelligence,the International Union of Geological Sciences initiated the“Deeptime Digital Earth International Big Science Program”(DDE)in 2019.At the core of this ambitious program lies the development of geoscience knowledge graphs,serving as a transformative knowledge infrastructure that enables the integration,sharing,mining,and analysis of heterogeneous geoscience big data.The DDE knowledge graph initiative has made significant strides in three critical dimensions:(1)establishing a unified knowledge structure across geoscience disciplines that ensures consistent representation of geological entities and their interrelationships through standardized ontologies and semantic frameworks;(2)developing a robust and scalable software infrastructure capable of supporting both expert-driven and machine-assisted knowledge engineering for large-scale graph construction and management;(3)implementing a comprehensive three-tiered architecture encompassing basic,discipline-specific,and application-oriented knowledge graphs,spanning approximately 20 geoscience disciplines.Through its open knowledge framework and international collaborative network,this initiative has fostered multinational research collaborations,establishing a robust foundation for next-generation geoscience research while propelling the discipline toward FAIR(Findable,Accessible,Interoperable,Reusable)data practices in deep-time Earth systems research. 展开更多
关键词 deep-time Earth geoscience knowledge graph Deep-time Digital Earth International Big Science Program
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Geoscience Frontiers 2024 Annual Convention
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作者 Lily Wang Mudan Yin Yongqiang Yang 《Geoscience Frontiers》 2025年第3期439-442,共4页
The 2024 Geoscience Frontiers Annual Convention was held in Kuching,Malaysia,from November 18th to 22th,2024,jointly with the 2024 IAGR Annual Convention and the 21st International Conference on Gondwana to Asia.The I... The 2024 Geoscience Frontiers Annual Convention was held in Kuching,Malaysia,from November 18th to 22th,2024,jointly with the 2024 IAGR Annual Convention and the 21st International Conference on Gondwana to Asia.The IAGR Convention attracted over 150 participants from various countries,including China,India,Australia,the Republic of Korea,Japan,Malaysia,Indonesia,Thailand,Italy,Mexico,the United Kingdom,Saudi Arabia,France,and Brunei. 展开更多
关键词 Kuching International Conference Gondwana Asia Malaysia geoscience Frontiers Annual Convention geoscience frontiers annual convention IAGR Annual Convention COUNTRIES China
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XIV International Symposium on Antarctic Earth Sciences:an opportunity to share and increase our knowledge of polar geoscience research
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作者 Jorge F.CARRASCO Gino CASASSA Isabel GIMENEZ 《Advances in Polar Science》 2025年第1期84-86,共3页
The SCAR XIV International Symposium on Antarctic Earth Sciences(ISAES), which has been held every four years, will be held in Punta Arenas, Chile from 18 to 25 August 2025. ISAES aims to provide a comprehensive overv... The SCAR XIV International Symposium on Antarctic Earth Sciences(ISAES), which has been held every four years, will be held in Punta Arenas, Chile from 18 to 25 August 2025. ISAES aims to provide a comprehensive overview of the current state of Antarctic Earth Sciences. The XIV ISAES calls for researchers from around the globe to share their latest research and insights on the Antarctic region's geology, climate, and ecosystems. 展开更多
关键词 SCAR XIV ISAES Antarctic geoscience collaboration Punta Arenas Chile
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Perceptions of pre-university students in Malaysia on geoscience discipline
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作者 Dony Adryansyah Nazaruddin Nurul Syahida Abu Bakar Nur Hidayah Md Noh 《Episodes》 2025年第4期421-432,共12页
As Malaysia seeks to enhance its educational development,understanding student attitudes toward various scientific disciplines—particularly STEM fields—becomes crucial.This study investigates the perceptions of pre-... As Malaysia seeks to enhance its educational development,understanding student attitudes toward various scientific disciplines—particularly STEM fields—becomes crucial.This study investigates the perceptions of pre-university students in Malaysia regarding the geoscience discipline.Data were collected through a questionnaire designed to explore students’experiences with geoscience-related subjects and their perceptions of this essential field,focusing on their understanding and interest in geoscience. 展开更多
关键词 MALAYSIA pre university students enhance its educational developmentunderstanding student attitudes geoscience discipline student attitudes educational development STEM fields
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From data to decisions: AI-Augmented geoscience and engineering in natural gas industry
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作者 Huiwen Pang Shaoqun Dong +2 位作者 Peng Tan Hanqing Wang Jiabao Li 《Natural Gas Industry B》 2025年第2期101-109,共9页
1.Introduction With the increasing demand for petroleum and natural gas resources,along with technological advancements in exploration and production,the primary frontier of oil and gas resources has shifted from conv... 1.Introduction With the increasing demand for petroleum and natural gas resources,along with technological advancements in exploration and production,the primary frontier of oil and gas resources has shifted from conventional oil and gas development to the domains of“Two Deeps,One Unconventional,One Mature,”which include deep onshore,deepwater,unconventional resources,and mature oilfields[1]. 展开更多
关键词 oil gas natural gas industry deep onshore DEEPWATER unconventional resources mature oilfields petroleum natural gas AI augmented geoscience
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Geoscience Frontiers Referees 2024
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《Geoscience Frontiers》 2025年第3期443-445,共3页
The contributions of our referees remain vital to maintaining the high quality of papers published in Geoscience Frontiers.Their thoughtful critiques,dedication to reviewing,and,on occasion,re-reviewing manuscripts su... The contributions of our referees remain vital to maintaining the high quality of papers published in Geoscience Frontiers.Their thoughtful critiques,dedication to reviewing,and,on occasion,re-reviewing manuscripts submitted to the journal are deeply appreciated by boththe Editors and the Publisher.We would like to take this opportunity to extend our heartfelt thanks to the following referees for theirinvaluable input and support in reviewing manuscripts submitted in 2024. 展开更多
关键词 manuscript reviewing geoscience frontiers high quality publications REFEREES
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Ontology Dynamics in a Data Life Cycle: Challenges and Recommendations from a Geoscience Perspective 被引量:4
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作者 Xiaogang Ma Peter Fox +2 位作者 Eric Rozell Patrick West Stephan Zednik 《Journal of Earth Science》 SCIE CAS CSCD 2014年第2期407-412,共6页
Ontologies are increasingly deployed as a computer-accessible representation of key semantics in various parts of a data life cycle and, thus, ontology dynamics may pose challenges to data management and re-use. By us... Ontologies are increasingly deployed as a computer-accessible representation of key semantics in various parts of a data life cycle and, thus, ontology dynamics may pose challenges to data management and re-use. By using examples in the field of geosciences, we analyze challenges raised by ontology dynamics, such as heavy reworking of data, semantic heterogeneity among data providers and users, and error propagation in cross-discipline data discovery and re-use. We also make recommendations to address these challenges: (1) communities of practice on ontologies to re- duce inconsistency and duplicated efforts; (2) use ontologies in the procedure of data collection and make them accessible to data users; and (3) seek methods to speed up the reworking of data in a Semantic Web context. 展开更多
关键词 semantic web knowledge evolution data transformation geoscience.
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面向e-GeoScience的地学数据共享研究进展 被引量:16
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作者 诸云强 孙九林 《地球科学进展》 CAS CSCD 北大核心 2006年第3期286-290,共5页
在总结比较国内外e-GeoScience研究进展的基础上,介绍了中国科学院地理科学与资源研究所自20世纪80年代以来开展的相关工作。提出了按“圈层—学科—数据类别”三级模式的地球系统科学数据分类体系,以主体数据库为核心,初步构建了“主... 在总结比较国内外e-GeoScience研究进展的基础上,介绍了中国科学院地理科学与资源研究所自20世纪80年代以来开展的相关工作。提出了按“圈层—学科—数据类别”三级模式的地球系统科学数据分类体系,以主体数据库为核心,初步构建了“主体数据库—数据资源点”为支撑的地球系统科学数据资源体系。在J2EE环境下,采用W eb Services、地理信息等技术开发了地球系统科学数据共享平台。最后,探讨了e-GeoScience未来的研究方向。 展开更多
关键词 地学信息化科研环境 数据共享 协同研究 网格技术
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基于空间叙事理论的地学科普园林规划路径研究——以地球印记科普园为例
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作者 徐伟 邓皓 +2 位作者 沈雄 鄢道平 朱珍华 《华中建筑》 2026年第1期126-130,共5页
地学科普园林是开展地学教育的一类重要科普场所,承担着讲好地学故事的任务,其规划建设的理论体系构建与实践探索对于推进新时代地学科普工作具有重要意义。地学科普园林的规划理念与空间叙事理论高度契合。因此,该研究将空间叙事理论... 地学科普园林是开展地学教育的一类重要科普场所,承担着讲好地学故事的任务,其规划建设的理论体系构建与实践探索对于推进新时代地学科普工作具有重要意义。地学科普园林的规划理念与空间叙事理论高度契合。因此,该研究将空间叙事理论引入地学科普园林中,归纳出地学科普园林规划的一般路径:以叙事主题为引领,通过组织叙事要素再现空间场景,围绕叙事线索编排故事情节,最终形成叙事结构并转译为园林空间布局,从而建立起地学科普园林的空间叙事框架体系,进而通过“地球印记科普园”规划设计实践,验证了规划路径的合理性和可行性。 展开更多
关键词 地学科普园林 空间叙事理论 规划路径 科普景观 科普基地
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Machine learning in geosciences and remote sensing 被引量:45
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作者 David J.Lary Amir H.Alavi +1 位作者 Amir H.Gandomi Annette L.Walker 《Geoscience Frontiers》 SCIE CAS CSCD 2016年第1期3-10,共8页
Learning incorporates a broad range of complex procedures. Machine learning(ML) is a subdivision of artificial intelligence based on the biological learning process. The ML approach deals with the design of algorith... Learning incorporates a broad range of complex procedures. Machine learning(ML) is a subdivision of artificial intelligence based on the biological learning process. The ML approach deals with the design of algorithms to learn from machine readable data. ML covers main domains such as data mining, difficultto-program applications, and software applications. It is a collection of a variety of algorithms(e.g. neural networks, support vector machines, self-organizing map, decision trees, random forests, case-based reasoning, genetic programming, etc.) that can provide multivariate, nonlinear, nonparametric regression or classification. The modeling capabilities of the ML-based methods have resulted in their extensive applications in science and engineering. Herein, the role of ML as an effective approach for solving problems in geosciences and remote sensing will be highlighted. The unique features of some of the ML techniques will be outlined with a specific attention to genetic programming paradigm. Furthermore,nonparametric regression and classification illustrative examples are presented to demonstrate the efficiency of ML for tackling the geosciences and remote sensing problems. 展开更多
关键词 Machine learning geoscienceS Remote sensing Regression CLASSIFICATION
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Application of 3-D Geoscience Modeling Technology for the Estimation of Solid Mineral Reserves 被引量:15
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作者 PAN Mao LI Jun +1 位作者 WANG Zhangang JIN Jiangjun 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2009年第3期655-660,共6页
Applying new approaches, methods, and technologies for the estimation of reserves can effectively improve the efficiency and accuracy of assessments of solid mineral resources. After analyzing the development of 3-D g... Applying new approaches, methods, and technologies for the estimation of reserves can effectively improve the efficiency and accuracy of assessments of solid mineral resources. After analyzing the development of 3-D geoscience modeling technology (3-D GMT), this paper discusses the application of 3-D GMT for the estimation of solid mineral reserves, emphatically introducing its workflow and two key technologies, 3-D orebody surface modeling, and property modeling. Moreover, the paper analyzes the limitations of traditional methods, such as the section method and geological block method, and points out the advantages of 3-D GMT: building more accurate 3-D orebody models, expressing the internal inhomogeneous attributes of an orebody, reducing the potential for errors in the estimation of reserves, and implementing dynamic estimations of reserves. 展开更多
关键词 3-D geoscience modeling solid mineral resource estimation of reserves surface modeling property modeling
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基于InCites的ESI Geoscience学科数据统计与分析——以南京师范大学为例 被引量:1
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作者 徐砚田 刘楠 《江苏工程职业技术学院学报》 2018年第1期67-69,共3页
利用InCites数据库,对南京师范大学ESI Geoscience学科2007—2017年间发表的论文,从发文量、被引频次、发文作者、合作机构等方面进行了数据整理和分析统计,从学科规范化影响力(CNCI)和篇均被引等方面同其他院校进行了对比分析,以全面... 利用InCites数据库,对南京师范大学ESI Geoscience学科2007—2017年间发表的论文,从发文量、被引频次、发文作者、合作机构等方面进行了数据整理和分析统计,从学科规范化影响力(CNCI)和篇均被引等方面同其他院校进行了对比分析,以全面了解南京师范大学Geoscience学科目前的发展状况,提出了推进该学科ESI排名提升的措施与建议。 展开更多
关键词 InCites ESI geoscience 学科规范化影响力 提升措施
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Major contribution to carbon neutrality by China’s geosciences and geological technologies 被引量:15
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作者 Yao Wang Chi-hui Guo +5 位作者 Shu-rong Zhuang Xi-jie Chen Li-qiong Jia Ze-yu Chen Zi-long Xia Zhen Wu 《China Geology》 2021年第2期329-352,共24页
In the context of global climate change,geosciences provide an important geological solution to achieve the goal of carbon neutrality,China’s geosciences and geological technologies can play an important role in solv... In the context of global climate change,geosciences provide an important geological solution to achieve the goal of carbon neutrality,China’s geosciences and geological technologies can play an important role in solving the problem of carbon neutrality.This paper discusses the main problems,opportunities,and challenges that can be solved by the participation of geosciences in carbon neutrality,as well as China’s response to them.The main scientific problems involved and the geological work carried out mainly fall into three categories:(1)Carbon emission reduction technology(natural gas hydrate,geothermal,hot dry rock,nuclear energy,hydropower,wind energy,solar energy,hydrogen energy);(2)carbon sequestration technology(carbon capture and storage,underground space utilization);(3)key minerals needed to support carbon neutralization(raw materials for energy transformation,carbon reduction technology).Therefore,geosciences and geological technologies are needed:First,actively participate in the development of green energy such as natural gas,geothermal energy,hydropower,hot dry rock,and key energy minerals,and develop exploration and exploitation technologies such as geothermal energy and natural gas;the second is to do a good job in geological support for new energy site selection,carry out an in-depth study on geotechnical feasibility and mitigation measures,and form the basis of relevant economic decisions to reduce costs and prevent geological disasters;the third is to develop and coordinate relevant departments of geosciences,organize and carry out strategic research on natural resources,carry out theoretical system research on global climate change and other issues under the guidance of earth system science theory,and coordinate frontier scientific information and advanced technological tools of various disciplines.The goal of carbon neutrality provides new opportunities and challenges for geosciences research.In the future,it is necessary to provide theoretical and technical support from various aspects,enhance the ability of climate adaptation,and support the realization of the goal of carbon peaking and carbon neutrality. 展开更多
关键词 Carbon neutrality Carbon peaking Carbon emissions Carbon sequestration Key minerals Renewable energy Climate change geoscienceS Geological technology China
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CorelKit:An Extensible CorelDraw VBA Program for Geoscience Drawing 被引量:3
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作者 Junwu Zhang Xian Liang +4 位作者 Fangyue Wang Huaikun Wang Yu Fan Te Ba Xiangxi Meng 《Journal of Earth Science》 SCIE CAS CSCD 2023年第3期735-757,共23页
CorelKit is developed with the built-in VBA environment of CorelDraw?,and is a new plug-in in CorelDraw for geological and geochemical drawing.CorelKit can help users quickly and easily draw geological and geochemical... CorelKit is developed with the built-in VBA environment of CorelDraw?,and is a new plug-in in CorelDraw for geological and geochemical drawing.CorelKit can help users quickly and easily draw geological and geochemical graphs,such as scatterplot,triangular scatterplot,line chart,histogram,bar chart,box plot,pie graph,etc.In order to adapt to the geological application,the above functions are strengthened.Scatterplot and triangular scatterplot provide nearly 150 common basemaps,covering rock classification,structural environment discrimination,mineral genesis,isotope geochemistry,etc.,for the convenience of the user mapping.Meanwhile,CorelKit further provides a structural joint rose diagram and sulfur isotopic composition diagram.This software also has many practical functions such as Bézier line topology,Multiple Bézier lines close fill,Single inner fill,Correction basemap,Add a compass,Add a scale,which facilitates daily geological drawing.The software has a friendly interface,in both Chinese and English versions,and is suitable for CorelDraw X4 and later versions.We introduced the Bézier line topology to CorelKit for the first time,which is similar to the GIS®topology for geological maps.According to the“GB/T 958-2015 Geological Legends Used for Regional Geological Map”,a two-color filling library of rock pattern pictures is established,which is convenient to realize the twocolor filling of sedimentary rocks,metamorphic rocks and magmatic rocks patterns.Obviously,CorelKit makes up for many shortcomings of CorelDraw in geosciences and is a very practical tool for geoscience researchers. 展开更多
关键词 CorelKit geoscience GEOCHEMISTRY data drawing CorelDraw VBA TOPOLOGY
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The Geoscience Transect from Xiangshui,Jiangsu Province to Mandal,Inner Mongolia 被引量:4
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作者 Ma Xingyuan Liu Changyuan Liu Guodong Jiang Minxi Institute of Geology,State Seismological Bureau,Beijing Geophysical Exploration Pafrty,State Seismological Bureau,Zhengzhou. 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 1992年第1期1-21,共21页
The Xiangshui to Mandal geoscience transect, which has a total length of 1,200 km, extends diagonally,from SE to NW, across the Sino-Korean plate and its ancient continental margin, passing through nine tectonicunits:... The Xiangshui to Mandal geoscience transect, which has a total length of 1,200 km, extends diagonally,from SE to NW, across the Sino-Korean plate and its ancient continental margin, passing through nine tectonicunits: the Subei-Jiaonan terrane, West Shandong block, North China rift basin, Taihang-Wutai block, Ordosblock, Hu-Bao (Hohhot-Baotou) Basin, Yinshan block and Inner Mongolian fold system. The graphic display of the transect is compiled according to the Guidelines for the Global GeoscienceTransect (GGT) Project on the basis of an integrated study of all available geological, geochemical andgeophysical data, thus bringing light to the process of cratonization of the Sino-Korean plate and its relation-ship with the transitional zone of the ancient continental margin, and the features of intraplate structures pro-duced by subsequent tectonic modifications and intraplate dynamics. 展开更多
关键词 The geoscience Transect from Xiangshui Jiangsu Province to Mandal Inner Mongolia
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Digital Geosciences and Quantitative Mineral Exploration 被引量:3
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作者 Pengda Zhao Yongqing Chen 《Journal of Earth Science》 SCIE CAS CSCD 2021年第2期269-275,共7页
The idea of mineral exploration,which is called"exploration philosophy"in the Western countries,is the thoughts,the methodology,technology,goals and organization that guide mineral exploration.The three basi... The idea of mineral exploration,which is called"exploration philosophy"in the Western countries,is the thoughts,the methodology,technology,goals and organization that guide mineral exploration.The three basic elements of mineral exploration are"what to find","where to find"and"how to find".The concept of mineral exploration is gradually changing with the development of these three elements that provide a powerful driving force to change mineral exploration concepts,methods and technology.Innovation of mineral exploration concepts is the result of continuing exploration and development keeping pace with the times.The combination of"mathematical geology"and"information technology"can be called"digital geology".Digital geology is the data analysis component of geological science.Geological data science is a science that uses the general methodology of data to study geology based on the characteristics of geological data and the needs of geological field work.Digital mineral exploration is the application of digital geology in mineral exploration to reduce ore-finding uncertainty. 展开更多
关键词 three basic elements of mineral exploration integrated digital ore-finding patterns quantitative assessment of mineral resources mathematical geology digital geoscience
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An Adaptive 2D Planar Projection and Its Application in Geoscience Studies 被引量:1
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作者 Yong Zheng Bikai Jin +1 位作者 Xiong Xiong Sidao Ni 《Journal of Earth Science》 SCIE CAS CSCD 2015年第5期724-728,共5页
A linear projection approach is developed to present geoscience research result in planar coordinate system projected from spherical coordinate system. Here, the sphere is intersected by a plane and its surface is pro... A linear projection approach is developed to present geoscience research result in planar coordinate system projected from spherical coordinate system. Here, the sphere is intersected by a plane and its surface is projected onto the plane. In order to keep the projected coordinate system orthogonal, and minimize the distortion, one axis of the planar coordinate system is chosen in our projection based on the shape of the region to be projected, and the other axes can be chosen arbitrarily or based on the constraint of the orthogonality. In the new method the projection is self-contained. The forward projection can be fully projected backward without loss of precision. The central area of the sphere will be projected to the planar system without distortion, and the latitudinal length in the rotated spherical system keeps constant during the projecting process. Only the longitudinal length in the rotated spherical system changes with the rotated latitude. The distortion of the projection therefore, overall, is small and suitable for geoscience studies. 展开更多
关键词 adaptive 2D projection LINEAR PLANAR geoscience
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Three-Dimensional Geoscience Modeling and Simulation of Gas Explosion in Coal Mine 被引量:1
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作者 车德福 周鸿鹤 《Journal of Shanghai Jiaotong university(Science)》 EI 2017年第3期329-333,共5页
Gas explosion is one of the most serious events in coal mine. In consideration of the limitation of past research method about gas explosion, three-dimensional(3D) modeling and simulation are suggested. This paper ana... Gas explosion is one of the most serious events in coal mine. In consideration of the limitation of past research method about gas explosion, three-dimensional(3D) modeling and simulation are suggested. This paper analyzes the research achievements on 3D modeling, and studies the modeling method of strata and laneway based on geoscience modeling. After the 3D modeling of strata and laneways, the simulation of gas explosion(such as gas exploding, color, burning, virtual wandering and rock caving) is performed. The research method is meaningful for safety analysis and safety survey. 展开更多
关键词 geoscience modeling gas explosion STRATA laneway particle system
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Climate change impacts on environmental geosciences: Introduction 被引量:1
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作者 Lawal Billa Sue Walker 《Geoscience Frontiers》 SCIE CAS CSCD 2019年第2期361-362,共2页
Climate change and its impacts have become topical issues of global news,scientific research and conferences.Environmental Geosciences incorporate the various disciplines of geosciences and their multifaceted interact... Climate change and its impacts have become topical issues of global news,scientific research and conferences.Environmental Geosciences incorporate the various disciplines of geosciences and their multifaceted interactions with life.Research discussions on the interaction of climate change,geosciences and environment may often be blur,and Schmidt-Thoméet al.(2010)stated that“Often past climate changes that can be deduced from geological records may help in understanding the speed of potential climate change effects,i.e.how quickly have sea levels changed,how drastic has nature reacted to ups and downs in temperature,etc.These analyses of past events help in giving outlooks on potential changes in our living environment.It is also of important to understand the magnitude and potential effects of extreme events,such as droughts and floods”. 展开更多
关键词 CLIMATE CHANGE ENVIRONMENTAL geoscienceS
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Data-enhanced revealing of trends in Geoscience 被引量:1
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作者 Yu Zhao Meng Wang +6 位作者 Jiaxin Ding Jiexing Qi Lyuwen Wu Sibo Zhang Luoyi Fu Xinbing Wang Li Cheng 《Journal of Data and Information Science》 CSCD 2024年第3期29-43,共15页
Purpose:This article presents an in-depth analysis of global research trends in Geosciences from 2014 to 2023.By integrating bibliometric analysis with expert insights from the Deep-time Digital Earth(DDE)initiative,t... Purpose:This article presents an in-depth analysis of global research trends in Geosciences from 2014 to 2023.By integrating bibliometric analysis with expert insights from the Deep-time Digital Earth(DDE)initiative,this article identifies key emerging themes shaping the landscape of Earth Sciences①.Design/methodology/approach:The identification process involved a meticulous analysis of over 400,000 papers from 466 Geosciences journals and approximately 5,800 papers from 93 interdisciplinary journals sourced from the Web of Science and Dimensions database.To map relationships between articles,citation networks were constructed,and spectral clustering algorithms were then employed to identify groups of related research,resulting in 407 clusters.Relevant research terms were extracted using the Log-Likelihood Ratio(LLR)algorithm,followed by statistical analyses on the volume of papers,average publication year,and average citation count within each cluster.Additionally,expert knowledge from DDE Scientific Committee was utilized to select top 30 trends based on their representation,relevance,and impact within Geosciences,and finalize naming of these top trends with consideration of the content and implications of the associated research.This comprehensive approach in systematically delineating and characterizing the trends in a way which is understandable to geoscientists.Findings:Thirty significant trends were identified in the field of Geosciences,spanning five domains:deep space,deep time,deep Earth,habitable Earth,and big data.These topics reflect the latest trends and advancements in Geosciences and have the potential to address real-world problems that are closely related to society,science,and technology.Research limitations:The analyzed data of this study only contain those were included in the Web of Science.Practical implications:This study will strongly support the organizations and individual scientists to understand the modern frontier of earth science,especially on solid earth.The organizations such as the surveys or natural science fund could map out areas for future exploration and analyze the hot topics reference to this study.Originality/value:This paper integrates bibliometric analysis with expert insights to highlight the most significant trends on earth science and reach the individual scientist and public by global voting. 展开更多
关键词 geoscienceS Research trends BIBLIOMETRICS Expert knowledge Global voting
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