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Earth Science in the Era of Foundation Models:How AlphaEarth is Reshaping Quantitative Geoscience
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作者 CHENG Qiuming YANG Yilin +1 位作者 ZHOU Yuanzhi ZHANG Yuanzhi 《地学前缘》 北大核心 2025年第6期396-410,共15页
Since the beginning of the 21st century,advances in big data and artificial intelligence have driven a paradigm shift in the geosciences,moving the field from qualitative descriptions toward quantitative analysis,from... Since the beginning of the 21st century,advances in big data and artificial intelligence have driven a paradigm shift in the geosciences,moving the field from qualitative descriptions toward quantitative analysis,from observing phenomena to uncovering underlying mechanisms,from regional-scale investigations to global perspectives,and from experience-based inference toward data-and model-enabled intelligent prediction.AlphaEarth Foundations(AEF)is a next-generation geospatial intelligence platform that addresses these changes by introducing a unified 64-dimensional shared embedding space,enabling-for the first time-standardized representation and seamless integration of 12 distinct types of Earth observation data,including optical,radar,and lidar.This framework significantly improves data assimilation efficiency and resolves the persistent problem of“data silos”in geoscience research.AEF is helping redefine research methodologies and fostering breakthroughs,particularly in quantitative Earth system science.This paper systematically examines how AEF’s innovative architecture-featuring multi-source data fusion,high-dimensional feature representation learning,and a scalable computational framework-facilitates intelligent,precise,and realtime data-driven geoscientific research.Using case studies from resource and environmental applications,we demonstrate AEF’s broad potential and identify emerging innovation needs.Our findings show that AEF not only enhances the efficiency of solving traditional geoscientific problems but also stimulates novel research directions and methodological approaches. 展开更多
关键词 large-scale models artificial intelligence mineral prospectivity mapping AlphaEarth knowledge graphs deep and covered mineral exploration
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Artificial Intelligence & Machine Learning in the Earth Sciences 被引量:4
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作者 Norman MacLEOD 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2019年第S01期48-51,共4页
1 Introduction In the same way mathematics is regarded by many mathematicians as the study of patterns in numbers(Hardy,1940),the earth sciences can be thought of usefully as the study of patterns in the physical,chem... 1 Introduction In the same way mathematics is regarded by many mathematicians as the study of patterns in numbers(Hardy,1940),the earth sciences can be thought of usefully as the study of patterns in the physical,chemical and biotic constituents of the Earth in both time and space.The documentation,definition and,ultimately。 展开更多
关键词 PATTERN RECOGNITION artificial INTELLIGENCE MACHINE learning backpropagation CONVOLUTION NEURAL network
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Data-Driven Research Drives Earth System Science
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作者 Xing Yu Shufeng Yang 《Journal of Earth Science》 2026年第1期361-367,共7页
0 INTRODUCTION Earth science is a natural science concerned with the composition,dynamics,spatiotemporal evolution,and formation mechanisms of Earth materials(Chen and Yang,2023).Traditional Earth science research has... 0 INTRODUCTION Earth science is a natural science concerned with the composition,dynamics,spatiotemporal evolution,and formation mechanisms of Earth materials(Chen and Yang,2023).Traditional Earth science research has largely been discipline-based,relying on field investigations,data collection,experimental analyses,and data interpretation to study individual components of the Earth system. 展开更多
关键词 natural science data interpretation earth system science field investigationsdata earth science COMPOSITION study individual components earth system data driven research
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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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AI ethics in geoscience:Toward trustworthy and responsible innovation
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作者 Jinran Wu Xin Tian +8 位作者 You-Gan Wang Tong Li Qingyang Liu Yayong Li Lizhen Cui Zhuangcai Tian Jing Xu Xianzhou Lyu Yuming Mo 《Geography and Sustainability》 2026年第1期249-252,共4页
1.Introduction Artificial intelligence(AI)is rapidly reshaping geoscience,from Earth observation interpretation and hazard forecasting to subsurface characterisation and Earth system modelling(Kochupillai et al.,2022;... 1.Introduction Artificial intelligence(AI)is rapidly reshaping geoscience,from Earth observation interpretation and hazard forecasting to subsurface characterisation and Earth system modelling(Kochupillai et al.,2022;Sun et al.,2024).These capabilities emerge at a time when geoscientific evidence is increasingly informing high-stakes decisions about climate adaptation,resource development,and disaster risk reduction(McGovern et al.,2022). 展开更多
关键词 climate adaptationresource developmentand subsurface characterisation earth system modelling kochupillai hazard forecasting earth observation interpretation disaster risk reduction mcgovern artificial intelligence ai geoscientific evidence
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Third International Earth Science Olympiad
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作者 R.Shankar T.A.Viswanath 《Episodes》 2009年第4期283-284,共2页
The 3^(rd) International Earth Science Olympiad(www.ieso2009.tw/home/home.html)was organized by the National Taiwan Normal University at Taipei,Taiwan.Fifty students from 14 countries participated in the 3^(rd) IESO.F... The 3^(rd) International Earth Science Olympiad(www.ieso2009.tw/home/home.html)was organized by the National Taiwan Normal University at Taipei,Taiwan.Fifty students from 14 countries participated in the 3^(rd) IESO.Four other countries sent Observers. 展开更多
关键词 International Earth Science Olympiad TAIWAN Observers international earth science olympiad wwwieso tw home homehtml
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The effect of Panoramic Virtual Reality(PVR)on learning flow in online earth science education
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作者 Woo-Kyum Kim Cheolhong Kim Chungwan Lim 《Episodes》 2024年第2期219-226,共8页
The purpose of this study is to investigate the effect of Panoramic Virtual Reality(PVR)applied to online earth science classes on students’learning flow.To this end,a PVR learning material was made with a geology le... The purpose of this study is to investigate the effect of Panoramic Virtual Reality(PVR)applied to online earth science classes on students’learning flow.To this end,a PVR learning material was made with a geology learning site,which contains a core geologic concept contained in a high school curriculum in Korea.To this end,a PVR learning material was made at a geologic field site to provide an interactive and engaging way for students to grasp core geologic concepts according to the high school curriculum in Korea.The PVR was applied to online earth science classes with 45 high school students.In order to examine the effect of the PVR on students'learning flow,pre-post learning flow test papers were used,then matchedsample t-test analysis and students'responses were analyzed.The result shows online classes with PVR have positive effects on learning flow(p<0.05).And it was possible for the students to observe three-dimensional geologic structures effectively in online classes as in offline field trips.And the students'responded with positive feedbacks.These suggest that PVR in online classes can be used as an effective teaching method,which can improve students'flow and eventually understanding subjects. 展开更多
关键词 learning material core geologic concept geology learning sitewhich learning flow geologic field site panoramic virtual reality online earth science classes grasp core geologic concepts
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Major advances in microbeam analytical techniques and their applications in Earth Science 被引量:10
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作者 Xian-Hua Li Qiu-Li Li 《Science Bulletin》 SCIE EI CAS CSCD 2016年第23期1785-1787,共3页
Major breakthroughs in modem Earth Science research largely depend on innovations in observation and analytical techniques. Over the last two decades, there have been great advances in modem microbeam analytical tech-... Major breakthroughs in modem Earth Science research largely depend on innovations in observation and analytical techniques. Over the last two decades, there have been great advances in modem microbeam analytical tech- niques, which are widely used in various subject areas in the broad field of Earth Sciences. Remarkable enhancements to observation and analysis techniques at the micro- scale have significantly improved our understanding of the Earth's history and its many geological processes. 展开更多
关键词 微束分析技术 地球科学 应用科学 科学研究 微观尺度 地质过程
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Erratum to:Rapid Post-Earthquake Impact and Recovery Assessment:The 2025 Mw 7.7 Myanmar Earthquake
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作者 Wenkai Chen Jiajie Wu +6 位作者 Gang Rao Xue Li Lize Chen Yuyang Peng Zhenhang Zhang Ming Yi Yanping Sun 《Journal of Earth Science》 2025年第6期I0002-I0002,共1页
Erratum to:Journal of Earth Science https://doi.org/10.1007/s12583-025-0187-4 The original version of this article unfortunately contained one mistake.The presentation in Page2384 was incorrect.The corrected one is gi... Erratum to:Journal of Earth Science https://doi.org/10.1007/s12583-025-0187-4 The original version of this article unfortunately contained one mistake.The presentation in Page2384 was incorrect.The corrected one is given below.The NTL loss ratio(Figure 4a)was calculated as the variation between pre-earthquake(March 27)and post-earthquake(March 28)radiance values in cloud-free areas. 展开更多
关键词 ntl loss ratio figure impact assessment cloud free areas earth science recovery assessment radiance values EARTHQUAKE loss ratio
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Study of“Digital Earth”and“Earth System Science”
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作者 Xueian Zhao 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期285-285,共1页
"Digital Earth"is a leap in the process of mankind learning about the Earth after the great geographical discovery of Copernicus,Galileoi’s heliocentric theory.Currently a series of problems like nature res... "Digital Earth"is a leap in the process of mankind learning about the Earth after the great geographical discovery of Copernicus,Galileoi’s heliocentric theory.Currently a series of problems like nature resources,environment,zoology and disaster have threatened the survival and development of mankind. 展开更多
关键词 Digital Earth Earth System Science GEOSCIENCES
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Some Thoughts on the Earthquake Science Experimental Site——The Underground Cloud Map
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作者 CHEN Yong XU Yihe +1 位作者 CAI Huiteng LI Wen 《Earthquake Research in China》 CSCD 2019年第1期1-8,共8页
The Western Yunnan Earthquake Predication Test Site set up jointly by the China Earthquake Administration,the National Science Foundation Commission of America,and United States Geological Survey has played an importa... The Western Yunnan Earthquake Predication Test Site set up jointly by the China Earthquake Administration,the National Science Foundation Commission of America,and United States Geological Survey has played an important role in development of early earthquake research work in China. Due to various objective reasons, most of the predicted targets in the earthquake prediction test site have not been achieved,and the development has been hindered. In recent years, the experiment site has been reconsidered,and renamed the "Earthquake Science Experimental Site". Combined with the current development of seismology and the practical needs of disaster prevention and mitigation,we propose adding the "Underground Cloud Map"as the new direction of the experimental site. Using highly repeatable, environmentally friendly and safe airgun sources,we could send constant seismic signals,which realizes continuous monitoring of subsurface velocity changes. Utilizing the high-resolution 3-D crustal structure from ambient noise tomography,we could obtain 4-D (3-D space+1-D time) images of subsurface structures, which we termed the "Underground Cloud Map". The"Underground Cloud Map" can reflect underground velocity and stress changes,providing new means for the earthquake monitoring forecast nationwide,which promotes the conversion of experience-based earthquake prediction to physics-based prediction. 展开更多
关键词 Earthquake Science EXPERIMENTAL SITE The UNDERGROUND CLOUD MAP 4-D SEISMOLOGY Airgun
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A Preliminary Catalog of Early Aftershocks Following the 7 January 2025 M_(S)6.8 Dingri,Xizang Earthquake 被引量:4
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作者 Jiayuan Yao Dongdong Yao +3 位作者 Fang Chen Ming Zhi Li Sun Dun Wang 《Journal of Earth Science》 2025年第2期856-860,共5页
INTRODUCTION.On January 7,2025,at 9:05 AM BJT,a MS6.8 earthquake(CENC epicenter:28.50°N,87.45°E)struck Dingri County,Xizang Province(hereinafter referred to as the Dingri mainshock).The inferred moment magni... INTRODUCTION.On January 7,2025,at 9:05 AM BJT,a MS6.8 earthquake(CENC epicenter:28.50°N,87.45°E)struck Dingri County,Xizang Province(hereinafter referred to as the Dingri mainshock).The inferred moment magnitude,based on regional/teleseismic waveform inversion and back-projection,is approximately MW7.1.Focal mechanism solutions,aftershock distribution,and field surveys indicate that the Dingri mainshock was a normal-faulting event,with a nearly north-south strike and a westward-dipping fault plane. 展开更多
关键词 focal mechanism Xizang AFTERSHOCKS Dingri moment magnitude field surveys EARTHQUAKE mechanism solutionsaftershock
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Phosphorite deposits:A promising unconventional resource for rare earth elements 被引量:1
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作者 Shamim A.Dar V.Balaram +3 位作者 Parijat Roy Akhtar R.Mir Mohammad Javed M.Siva Teja 《Geoscience Frontiers》 2025年第3期59-80,共22页
The green energy transition relies heavily on critical metals,such as rare earth elements(REEs).However,their reserves are primarily focused in a few countries,such as China,which accounts for approximately 70%of glob... The green energy transition relies heavily on critical metals,such as rare earth elements(REEs).However,their reserves are primarily focused in a few countries,such as China,which accounts for approximately 70%of global production.Hence,several countries are currently looking for alternative resources for REEs.Alternative REE resources in the supply chain include recycling of e-waste,industrial waste like red mud and phosphogypsum,coal ash,mine tailings,ocean floor sediments,and even certain types of sedimentary deposits like phosphorites where REEs are present in lower concentrations but at larger volumes compared to primary ore deposits which are becoming targets by REEs industry.Currently,several studies are going on the development of eco-friendly REEs extraction technologies from phosphorite deposits.Consequently,advanced data analysis tools,such as Machine Learning(ML),are becoming increasingly important in mineral prospectivity and are rapidly gaining traction in the earth sciences.Phosphorite deposits are mainly used to manufacture fertilizers as these rocks are known for their significant phosphorus content.Moreover,these formations are considered a prospective resource of REEs.The different types of phosphorite deposits such as continental,seamount,and ore deposits worldwide reported concentrations of∑REE upto 18,000µg/g.Due to the augmented claim of REEs for various ultra-modern,and green technology applications that are required to switch over to a carbon-neutral environment,these phosphorite deposits have become an important target mostly because of their relatively higher content of REEs especially heavy rare earth elements(HREE).For example,Mississippian phosphorites reported ∑ HREE 7,000µg/g.To have a comprehensive understanding of the REEs potential of these phosphorite deposits which also include several Chinese phosphorite deposits,this study is undertaken to review the phosphorite deposits in the world and their REEs potential,in addition to some of the associated aspects such as applications and formation mechanisms for different types of phosphorite deposits such as igneous phosphate deposits,sedimentary phosphorite deposits,marine phosphorite deposits,cave phosphate deposits,and insular guano deposits.Other important aspects include their occurrences,types,geochemical characteristics,the REEs enrichment mechanisms,and various recovery methods adopted to recover REEs from different phosphorite deposits.The present review paper concludes that the recent studies highlight the global potential of phosphorite deposits to satisfy the increasing demand for REEs.Extracting REEs from phosphorite presents no significant technological or environmental difficulties,as long as radioactive elements are eliminated.In India,more comprehensive geological surveys,along with the advancement of new methods and evaluations,are required to locate phosphorite deposits with high concentrations of REEs. 展开更多
关键词 Phosphorite deposits Phosphate phases REE BIOLEACHING Extraction Recovery
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Perspectives on the M7.12025 Southern Tibetan Plateau(Xizang)Earthquake 被引量:1
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作者 Timothy M.Kusky Jiannan Meng 《Journal of Earth Science》 2025年第2期843-846,共4页
On January 7,2025,01:05:15 UTC(9:05 a.m.local time)southern Tibet was rocked by a M_(W)7.1 earthquake(M_(W)=moment magnitude,USGS)centered(28.639°N 87.361°E)in the Lhasa Block north of the India/Eurasia Plat... On January 7,2025,01:05:15 UTC(9:05 a.m.local time)southern Tibet was rocked by a M_(W)7.1 earthquake(M_(W)=moment magnitude,USGS)centered(28.639°N 87.361°E)in the Lhasa Block north of the India/Eurasia Plate boundary,in a remote area about 180 km SW of Xigaze,in Dingri County of Shigatse of the Xizang Autonomous Region(Figure 1). 展开更多
关键词 EARTHQUAKE India Eurasia plate boundary Dingri county southern tibetan plateau lhasa block seismic event M w UTC
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In-flight calibration of the fluxgate magnetometer on Macao Science Satellite-1 被引量:1
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作者 YiXin Qiu Ying Zhang +8 位作者 YaSong Ge AiMin Du ShuQuan Sun Lin Zhao Hao Luo Lei Wang Lin Tian Zhi Li Xiao Feng 《Earth and Planetary Physics》 2025年第3期511-520,共10页
High-precision magnetic field measurements are crucial for understanding Earth’s internal structure,space environment,and dynamic geomagnetic variations.Data from the Fluxgate Magnetometer (FGM) on the Macao Science ... High-precision magnetic field measurements are crucial for understanding Earth’s internal structure,space environment,and dynamic geomagnetic variations.Data from the Fluxgate Magnetometer (FGM) on the Macao Science Satellite-1A (MSS-1A),added to data from other space-based magnetometers,should increase significantly the ability of scientists to observe changes in Earth’s magnetic field over time and space.Additionally,the MSS-1A’s FGM is intended to help identify magnetic disturbances affecting the spacecraft itself.This report focuses on the in-flight calibration of the MSS-1 FGM.A scalar calibration,independent of geomagnetic field models,was performed to correct offsets,sensitivities,and misalignment angles of the FGM.Using seven months of data,we find that the in-flight calibration parameters show good stability.We determined Euler angles describing the rotational relationship between the FGM and the Advanced Stellar Compass (ASC) coordinate system using two approaches:calibration with the CHAOS-7 geomagnetic field model,and simultaneous estimation of Euler angles and Gaussian spherical harmonic coefficients through self-consistent modeling.The accuracy of Euler angles describing the rotation was better than 18 arcsec.The calibrated FGM data exhibit good agreement with the calibrated data of the Vector Field Magnetometer (VFM),which is the primary vector magnetometer of the satellite.These calibration efforts have significantly improved the accuracy of the FGM measurements,which are now providing reliable data for geomagnetic field studies that promise to advance our understanding of the Earth’s magnetic environment. 展开更多
关键词 Macao Science Satellite-1(MSS-1) in-flight calibration Euler angles estimation geomagnetic fields model fluxgate magnetometer
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Understanding of landslides induced by 2022 Luding earthquake,China 被引量:1
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作者 Bo Zhao Lijun Su +6 位作者 Chenchen Qiu Huiyan Lu Bo Zhang Jianqiang Zhang Xueyu Geng Huayong Chen Yunsheng Wang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第7期4241-4260,共20页
On September 5,2022,at least 10,855 landslides had been triggered by a magnitude Mw 6.7(Ms 6.8)earthquake on the eastern margin of the Tibetan Plateau.Unfortunately,a detailed analysis of the spatial patterns of lands... On September 5,2022,at least 10,855 landslides had been triggered by a magnitude Mw 6.7(Ms 6.8)earthquake on the eastern margin of the Tibetan Plateau.Unfortunately,a detailed analysis of the spatial patterns of landslides in the eastern margin of the Baryan Har block is lacking.The observations show that the highest landslide concentrations are distributed along the seismogenic fault(Moxi fault)and Dadu River valley,coinciding with the effects of the hanging wall and microepicenter.Seismogenic tectonics controlled the regional distribution of new landslides,and the local topography influenced the detailed positions on the slopes.The total landslide mass wasting volume was 223.1×10^(6)m^(3),and the maximum occurred in the Wandong Basin(value of 74×10^(6)m^(3)).Thirty landslide dams were temporarily existing.Although some local collapses occurred at the toe of the Hailuogou glacier,seismic shaking had no obvious influence on the overall stability of the glacier.A post debris flow assessment indicates that some large basins contained much loose material and that some steep small basins had high debris flow susceptibility.On the eastern margin of the Bayan Har block,the landslide-triggering thrust and strike-slip events both follow the distributions of the hanging wall. 展开更多
关键词 2022 Luding earthquake LANDSLIDES Spatial patterns Control assessment
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Earthquake monitoring and high-resolution velocity tomography for the central Longmenshan fault zone by a temporary dense seismic array 被引量:1
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作者 ShaoBo Yang HaiJiang Zhang +4 位作者 MaoMao Wang Ji Gao Shuaijun Wang BaoJin Liu XiWei Xu 《Earth and Planetary Physics》 2025年第2期239-252,共14页
The Longmenshan(LMS)fault zone is located at the junction of the eastern Tibetan Plateau and the Sichuan Basin and is of great significance for studying regional tectonics and earthquake hazards.Although regional velo... The Longmenshan(LMS)fault zone is located at the junction of the eastern Tibetan Plateau and the Sichuan Basin and is of great significance for studying regional tectonics and earthquake hazards.Although regional velocity models are available for the LMS fault zone,high-resolution velocity models are lacking.Therefore,a dense array of 240 short-period seismometers was deployed around the central segment of the LMS fault zone for approximately 30 days to monitor earthquakes and characterize fine structures of the fault zone.Considering the large quantity of observed seismic data,the data processing workflow consisted of deep learning-based automatic earthquake detection,phase arrival picking,and association.Compared with the earthquake catalog released by the China Earthquake Administration,many more earthquakes were detected by the dense array.Double-difference seismic tomography was adopted to determine V_(p),V_(s),and V_(p)/V_(s)models as well as earthquake locations.The checkerboard test showed that the velocity models have spatial resolutions of approximately 5 km in the horizontal directions and 2 km at depth.To the west of the Yingxiu–Beichuan Fault(YBF),the Precambrian Pengguan complex,where most of earthquakes occurred,is characterized by high velocity and low V_(p)/V_(s)values.In comparison,to the east of the YBF,the Upper Paleozoic to Jurassic sediments,where few earthquakes occurred,show low velocity and high V_(p)/V_(s)values.Our results suggest that the earthquake activity in the LMS fault zone is controlled by the strength of the rock compositions.When the high-resolution velocity models were combined with the relocated earthquakes,we were also able to delineate the fault geometry for different faults in the LMS fault zone. 展开更多
关键词 Longmenshan fault zone dense seismic array deep learning double-difference seismic tomography seismic velocity model earthquake locations fault geometry
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Future China-Africa research collaboration in geoscience:Challenges and opportunities
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作者 Michael H.STEPHENSON Hassina MOURI +5 位作者 Gbenga OKUNLOLA CHENG Li WANG Meng ZHAO Yu GU Liping WANG Chengshan 《地学前缘》 北大核心 2025年第1期459-465,共7页
At the 19th G20 Summit in Brazil in November 2024,China promoted the development of sustainable solutions to climate change,biodiversity loss,and environmental pollution.This continued the theme of the 2016 G20 Hangzh... At the 19th G20 Summit in Brazil in November 2024,China promoted the development of sustainable solutions to climate change,biodiversity loss,and environmental pollution.This continued the theme of the 2016 G20 Hangzhou Summit,at which China placed development at the center of the G20’s macroeconomic policy coordination for the first time,adopting the G20 Action Plan on the United Nations 2030 Agenda for Sustainable Development and the G20 Initiative on Supporting Industrialization in Africa and Least Developed Countries.In Brazil,China announced actions on advancing modernization in Africa over the next three years with a Chinese commitment of RMB360 billion yuan in financial support.In this article,we examine the potential role of geoscience research and practice in development,particularly in the sustainable use of natural resources,the prevention of climate change impacts,as well as mitigation of geo-hazards and their health implications,indicating the areas where China’s geoscience for Africa is strong and where it requires more effort.We find that although China is the world’s leading publisher of scientific papers,its contribution to geoscience in Africa(the globe’s fastest-growing economic area),as shown by bibliometric research,appears to be rather small and inconsistent with the research priorities of Africa.Amongst the priorities for geoscience research in Africa,which are not addressed substantially by the research conducted so far,are sustainable mineral and hydrocarbon development,hydrology and hydrogeology,climate change and resilience,natural hazards,medical geology,agrominerals,and geoscience education and training.A particular opportunity for African nations is the presence of critical minerals-minerals needed for the energy transition and for batteries for electric cars in particular.Africa is well-endowed with many of these critical materials,such as rare earth elements and platinum group metals.Several research groups stress the need for the agency on the part of African institutions to map out these valuable resources,understand their value and the economics and sustainability of their extraction,encourage local business,attract investment,and scrutinize proposals from potential international investors to get the best deals.A strong point of existing China-led geoscience development includes the Deep-time Digital Earth(DDE)program online computing platform and its artificial intelligence tool GeoGPT,which is being developed in partnership with Zhejiang Laboratory.These are being developed with strong China funding support for free and wide global access,with a particular focus on Africa.These advanced tools will help to place the agency of development squarely in the hands of African scientists and institutions.In summary,the following are recommended:(1)a more coordinated and strategic approach to China-led geoscience research in Africa;(2)an Africa-centered,geoscience funding initiative that concentrates on relevant topics to the continent such as critical minerals exploration and other geological resources,materials and processes and their health implications on the populations and ecosystems in general,as well as climate change and climate change resilience;and(3)continued support for China-led international initiatives that seek to increase the agency and capacity of Africa geoscience researchers,for example the Deep-time Digital Earth platform. 展开更多
关键词 open science sustainable development digital empowerment China-Africa geo-collaboration Deep-Time Digital Earth
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Sediment thickness distribution beneath the source and adjacent area of the Jishishan earthquake: A short-period dense array study
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作者 Meng Fan-chang Li Bo +2 位作者 Sun Hui Xu Shan-hui Wang Chang-zai 《Applied Geophysics》 2025年第2期264-278,554,555,共17页
Reliable thickness of sedimentary layers is essential for seismic hazard assessment in active fault zones, especially in regions prone to strong earthquakes. This study analyzed the seismic ambient noise data recorded... Reliable thickness of sedimentary layers is essential for seismic hazard assessment in active fault zones, especially in regions prone to strong earthquakes. This study analyzed the seismic ambient noise data recorded by 60 short-period seismic stations deployed at the Jishishan earthquake source and adjacent areas. The base-order resonance frequencies of sedimentary layers beneath the stations were determined using the horizontal-to-vertical spectral ratio method on ambient noise with diff erent frequencies. Then, a resonance-thickness formula was applied to estimate the sedimentary layer thickness at each station. Finally, the entire regional sediment thickness was obtained via interpolation. The thickness of the sedimentary layer beneath each station was estimated using the equation of the relationship between resonance frequency and sedimentary layer thickness, and fi nally, the distribution of sedimentary layer thickness in the whole region was obtained by interpolation. Results reveal notable spatial variations in sediment thickness in the source and adjacent areas. The shallow sedimentary layer in the source area is relatively thick at approximately 100 m, whereas that in Liugou Village, which is the most severely damaged area, is approximately 150-180 m. In the western region, specifically along the western edge of the Jishishan Mountain rupture and the Pourouliuhe-Cheunhua Nanshan rupture zone, the shallow sedimentary layer is approximately 30-60 m. A comparison between the distribution of seismic secondary hazards and sedimentary layer thickness highlights a strong correlation between these hazards and the amplifi cation eff ects of seismic waves. In regions with thicker sedimentary layers, ground shaking is signifi cantly amplifi ed, resulting in more serious seismic secondary hazards. In addition, the study confi rmed that secondary hazards, such as landslides and liquefaction, were more prevalent in regions with thicker sedimentary layers. These fi ndings provide an important reference for post-earthquake reconstruction, seismic risk assessment, and the development of regional disaster prevention and mitigation strategies.. 展开更多
关键词 Mountain Jishishan Seismic dense Array Ambient noise Ratio of horizontal and vertical components Sedimental thickness
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Innovative pilot-scale process for sustainable rare earth oxide production from coal byproducts:A comprehensive environmental impact assessment
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作者 Mohsen Rabbani Joshua Werner +1 位作者 Ario Fahimi Ehsan Vahidi 《Journal of Rare Earths》 2025年第2期397-404,I0006,共9页
This study developed a pilot-scale process feeding with two different materials resulting from a column leaching process and acid mine drainage(AMD)streams to recover rare earth elements(REEs).A life cycle assessment(... This study developed a pilot-scale process feeding with two different materials resulting from a column leaching process and acid mine drainage(AMD)streams to recover rare earth elements(REEs).A life cycle assessment(LCA)study was done to evaluate the environmental impacts of rare earth production from deleterious material in the form of highly contaminated leachate(HCL)and low-contaminated leachate(LCL).The results indicate that the main contributors to environmental categories that produce RE-hydroxide stages are NaOH and electricity.Also,oxalic acid,Na_(2)CO_(3),and hydrochloric acid significantly contribute to the production stage of individual rare earth oxides(REOs),including solvent extraction(SX)and precipitation steps.The HCL route has higher environmental impacts than LCL due to higher chemical/energy and H_(2)SO_(4)usage,so 468 and 292 kg of carbon dioxide are generated to produce1 t of individual REOs from HCL and LCL routes,respectively.Moreover,the carbon dioxide emitted from the process,including the RE-hydroxide production,SX,and REOs production,is less than 10 t CO_(2).A sensitivity analysis was also performed to assess the changeability of the environmental footprints of the main inputs in the SX process,as the main stage has a higher contribution to the whole process.This LCA study is the first step toward understanding the environmental influence of new processing methods to produce REEs from coal by-products through a developed pilot-scale process. 展开更多
关键词 Environmental impacts Rare earth elements Precipitation Rare earth oxide Life cycle assessment Coal by-products
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