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Calculation of Earthing System at Bangladesh Storm Water Pumping Station 被引量:2
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作者 ZHAO Xiaolei QIAN Zhongyang +1 位作者 LIANG Wei WANG Qin 《建筑电气》 2015年第9期30-37,共8页
A Storm Water Pumping Station funded by the World Bank is under construction and commissioning,of which the earthing system design is a crucial part for the electrical design.Based on IEEE and BS standards,this articl... A Storm Water Pumping Station funded by the World Bank is under construction and commissioning,of which the earthing system design is a crucial part for the electrical design.Based on IEEE and BS standards,this article fully introduces the analysis methodology and calculation of the system within the framework of the World Bank supported project.A solution of this practical case satisfied with the requirements of international standards is shown in order to bring experience and convenience for engineers who are dedicated to projects abroad. 展开更多
关键词 IEEE BS earthing system step voltage touch voltage earth system potential rise earth potential soil resistivity
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Design and Testing of Three Earthing Systems for Micro-Grid Protection during the Islanding Mode 被引量:2
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作者 Rashad M. Kamel Aymen Chaouachi Ken Nagasaka 《Smart Grid and Renewable Energy》 2010年第3期132-142,共11页
This paper presents and tests three earthing systems (TT, TN and IT) for Micro-Grid (MG) protection against various fault types when the MG transferred to the islanding mode. The main contribution of this work is incl... This paper presents and tests three earthing systems (TT, TN and IT) for Micro-Grid (MG) protection against various fault types when the MG transferred to the islanding mode. The main contribution of this work is including the models of all micro sources which interfaced to the MG by power electronic inverters. Inverters in turns are provided with current limiters and this also included with the inverter models to exactly simulate the real situation in the MG during fault times. Results proved that the most suitable earthing system for MG protection during the islanding mode is the TN earthing system. That system leads to a suitable amount of fault current sufficient to activate over current pro-tection relays. With using TN earthing system, touch voltages at the faulted bus and all other consumer’s buses are less than the safety limited values during islanding mode. For the two others earthing systems (TT and IT), fault currents are small and nearly equal to the over load currents which make over current protection relay can not differentiate between fault currents and overload currents. All models of micro sources, earthing systems, inverters and control schemes are built using Matlab?/Simulink? environment. 展开更多
关键词 MICRO Grid PROTECTION earthing systemS Fault Current Touch Voltage MICRO Sources and INVERTERS
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Comparison the Performances of Three Earthing Systems for Micro-Grid Protection during the Grid Connected Mode 被引量:2
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作者 Rashad Mohammedeen Kamel Aymen Chaouachi Ken Nagasaka 《Smart Grid and Renewable Energy》 2011年第3期206-215,共10页
This paper presents, tests and compares three earthing systems (TT, TN and IT) for Micro-Grid (MG) protection against various fault types during the connected mode. The main contribution of this work is including the ... This paper presents, tests and compares three earthing systems (TT, TN and IT) for Micro-Grid (MG) protection against various fault types during the connected mode. The main contribution of this work is including the models of all the micro sources which interfaced to the MG by power electronic inverters. Inverters in turns are provided with current limiters and this also included in the inverter models to exactly simulate the real situation in the MG during fault times. Results proved that the most suitable earthing system for MG protection during the connecting mode is the TN earthing system. That system leads to a suitable amount of fault current sufficient to activate over current protection relays. With using TN system, Touch voltages at the faulted bus and all other consumer’s buses are less than the safety limited value if current limiter is included with the transformer of the main grid which connects MG. For the two others earthing systems (TT and IT), fault current is small and nearly equal to the over load current which make over current protection relay can not differentiate between fault current and overload current. All models of micro sources, earthing systems, inverters, main grid and control schemes are built using Matlab?/Simulink? environment. 展开更多
关键词 MICRO GRID PROTECTION earthing systemS Fault Current Touch Voltage MICRO Sources and Inverters GRID Connecting MODE
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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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A Perspective on Shortwave Radiative Energy Flows in the Earth System
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作者 Jake J.GRISTEY 《Advances in Atmospheric Sciences》 2026年第2期295-306,共12页
The study of shortwave(SW) radiation and its interactions with our planet has proven critical for advancing the understanding of the Earth–atmosphere system. Here, the author shares an accessible and high-level persp... The study of shortwave(SW) radiation and its interactions with our planet has proven critical for advancing the understanding of the Earth–atmosphere system. Here, the author shares an accessible and high-level perspective on recent progress, surprises encountered, and promising future research directionsa. A brief context for the study of SW radiation is provided, after which three specific aspects are focused upon that the author considers particularly important. First, the significance of three-dimensional(3D) SW radiative effects is highlighted via impacts on surface downward SW radiation in complex cloud fields. Crucially, it is shown that probability distributions of surface radiation can only be reliably simulated when accounting for 3D effects, which has implications for various applications and next-generation atmospheric modeling. Second, the significance of the often overlooked diurnal cycle in global top-of-atmosphere upward SW radiation is underscored by quantifying the controlling properties and processes. Opportunities for improved future satellite observations of the global diurnal cycle are noted. Third, the wealth of information provided by the spectral dimension of SW radiation is demonstrated through the extraction and attribution of SW spectral signatures. It is argued that further exploration of the spectral dimension, aided by the recently launched and upcoming suite of spectrally resolved SW satellite observations, promises a new era of SW radiation research. 展开更多
关键词 shortwave radiation Earth radiation budget three-dimensional radiative effects diurnal cycle spectral variability
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Research on the Fault Location Principle for the Earthing Electrode Line of the UHVDC Transmission System
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作者 Xu Peng Yu Jiang 《Energy and Power Engineering》 2013年第4期1198-1201,共4页
The UHVDC transmission line transports large-capacity power, and its safety operation has very important rule on the safe operation of grid. Currently, in the DC transmission system, the earthing electrode line has th... The UHVDC transmission line transports large-capacity power, and its safety operation has very important rule on the safe operation of grid. Currently, in the DC transmission system, the earthing electrode line has the functions of ground potential fixing and bipolar imbalance current circulation during the operation of bipolar balance. Therefore the monitoring to the earthing electrode line operation is very essential. This article firstly introduced the current situation of the research on the earthing electrode line fault location method, then built the relevant PSCAD/EMTDC model for simulation verification of the current using Time Domain Reflectometry for the UHVDC earthing electrode line, and at last analyzed the reasons for the formation of the blind monitoring zones. 展开更多
关键词 earthing ELECTRODE LINE Pulse REFLECTION Method
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EarthingMethod for Protection of a Railway Rail Weighbridge System against Lightning
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作者 Li Wei Zhao Guiqiong Wang Ping 《Meteorological and Environmental Research》 CAS 2015年第1期29-30,共2页
The rail weighbridge system of a railway freight station is introduced firstly, and then the earthing method for protection of the rail weighbridge system against lightning based on YLG-60 equipotential bonding surge ... The rail weighbridge system of a railway freight station is introduced firstly, and then the earthing method for protection of the rail weighbridge system against lightning based on YLG-60 equipotential bonding surge protection device is shown. 展开更多
关键词 Rail weighbridge Lightning Protection earthing China
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A systematic study of carbon-free oxide-based lining for preventing submerged entry nozzle clogging in continuous casting of rare earth steel 被引量:2
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作者 Fei-xiang Ma Qiang Gu +2 位作者 Guo-qi Liu Yi Zhang Hong-xia Li 《Journal of Iron and Steel Research International》 2025年第6期1584-1595,共12页
The reaction of carbon-free oxide-based(corundum,spinel,zirconia,and mullite)submerged entry nozzle(SEN)lining with rare earth inclusions and its anti-clogging effects under near working conditions were systematically... The reaction of carbon-free oxide-based(corundum,spinel,zirconia,and mullite)submerged entry nozzle(SEN)lining with rare earth inclusions and its anti-clogging effects under near working conditions were systematically studied.A variety of lining composite test methods were innovatively used to ensure the consistency of test conditions.The experimental results showed that the mullite(acidic oxide)has strong reactivity with rare earth inclusions,and the spinel(basic oxide)has stable chemical properties and weak reactivity with rare earth inclusions.Because alumina is one of the main reactants of clogging formation,corundum is not suitable for SEN lining.There are less clogs on the surface of zirconia,but it will be exsoluted and unstable.Therefore,solving the problem of zirconia exsolution will greatly strengthen its application in SEN lining. 展开更多
关键词 Submerged entry nozzle Rare earth molten steel Anti-clogging Carbon-free oxide-based lining
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Highly efficient preparation of crystalline yttrium carbonate in sodium carbonate system:Formation and growth mechanism 被引量:1
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作者 Hepeng Zhou Jiangfeng Guo +3 位作者 Guangjie Zhu Fanxin Xie Xuekun Tang Xianping Luo 《Journal of Rare Earths》 2025年第7期1492-1501,共10页
The recovery of rare earths from industrial rare earth leaching solution is typically achieved through the ammonium carbonate precipitation method,which presents challenges in terms of prolonged production cycle and a... The recovery of rare earths from industrial rare earth leaching solution is typically achieved through the ammonium carbonate precipitation method,which presents challenges in terms of prolonged production cycle and ammonia nitrogen pollution.The present study explored the synthesis of crystalline yttrium carbonate in a sodium carbonate system,employing a conventional mother liquor derived from yttrium chloride.The growth of yttrium carbonate was explored through the lens of density functional theory(DFT)calculations,unveiling a novel perspective on its formation mechanism.The synthesized yttrium carbonate demonstrates enhanced crystallinity,with a D50value of 19.75μm achieved under reaction conditions comprising a temperature of 60℃,stirring rate of 200 r/min,feeding rate of 4 mL/min,and aging time of 30 h.The molar ratio for precipitation is set at 1.6:1.The morphology of yttrium carbonate undergoes a transition from needle-like structures to sheet-like formations,ultimately culminating in the formation of spherical aggregates.The variation in surface energy among distinct crystal planes and CO_(3)^(2-)configurations within crystal cells accounts for this phenomenon.The DFT calculations unveil a progression of growth and trans formation in yttrium carbonate,commencing from a one-dimensional configuration and culminating in a multidimensional morphology. 展开更多
关键词 Ionic rare earth ore Sodium carbonate Crystalline yttrium carbonate DFT calculation Rare earths
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Experimental and theoretical study on high hydrogen storage performance of Mg(NH_(2))_(2)-2LiH composite system driven by nano CeO_(2) oxygen vacancies 被引量:1
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作者 Haoyuan Zheng Yuxiao Jia +10 位作者 Chen Jin Hang Che Chia-TseLee Guang Liu Li Wang Yuyuan Zhao Shixuan He Haizhen Liu Xinhua Wang Yifeng Yu Mi Yan 《Journal of Materials Science & Technology》 2025年第20期173-185,共13页
The magnesium based metal hydrogen storage composite system Mg(NH_(2))_(2)-2LiH has a theoretical hydro-gen storage capacity of 5.6 wt.%and is a promising hydrogen storage material for vehicles.However,its application... The magnesium based metal hydrogen storage composite system Mg(NH_(2))_(2)-2LiH has a theoretical hydro-gen storage capacity of 5.6 wt.%and is a promising hydrogen storage material for vehicles.However,its application is limited due to serious thermodynamic and kinetic barriers.Introducing efficient catalysts is an effective method to improve the hydrogen storage performance of Mg(NH_(2))_(2)-2LiH.This article in-vestigates for the first time the use of nano rare earth oxide CeO_(2)(~44.5 nm)as an efficient modifier,achieving comprehensive regulation of the hydrogen storage performance of Mg(NH_(2))_(2)-2LiH composite system through oxygen vacancy driven catalysis.The modification mechanism of nano CeO_(2) is also sys-tematically studied using density functional theory(DFT)calculations and experimental results.Research has shown that the comprehensive hydrogen storage performance of the Mg(NH_(2))_(2)-2LiH-5 wt.%CeO_(2) composite system is optimal,with high hydrogen absorption and desorption kinetics and reversible per-formance.The initial hydrogen absorption and desorption temperatures of the composite system were significantly reduced from 110/130℃to 65/80℃,and the release of by-product ammonia was signifi-cantly inhibited.Under the conditions of 170℃/50 min and 180℃/100 min,4.37 wt.%of hydrogen can be rapidly absorbed and released.After 10 cycles of hydrogen release,the hydrogen cycle retention rate increased from 85%to nearly 100%.Further mechanistic studies have shown that the nano CeO_(2-x) gen-erated in situ during hydrogen evolution can effectively weaken the Mg-N and N-H bonds of Mg(NH_(2))_(2),exhibiting good catalytic effects.Meanwhile,oxygen vacancies provide a fast pathway for the diffusion of hydrogen atoms in the composite system.In addition,nano CeO_(2-x) can effectively inhibit the polycrys-talline transformation of the hydrogen evolving product Li_(2)MgN_(2)H_(2) in the system at high temperatures,reducing the difficulty of re-hydrogenation of the system.This study provides an innovative perspective for the efficient modification of magnesium based metal hydrogen storage composite materials using rare earth based catalysts,and also provides a reference for regulating the comprehensive hydrogen storage performance of hydrogen storage materials using rare earth catalysts with oxygen vacancies. 展开更多
关键词 Hydrogen storage Rare earth oxide Magnesium based material CeO_(2) Hydrogen storage mechanism
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Health Assessment and Driving Force Analysis of Cropland Systems in Typical Black Soil Region of Northeast China from 2003 to 2023 被引量:1
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作者 TIAN Xinyu JIANG Hailing +3 位作者 LUO Niu ZHANG Shuhan YU Hailin ZHANG Jingyi 《Chinese Geographical Science》 2025年第3期564-580,共17页
The health of cropland systems is directly related to the degree of food security guarantee,and the‘quantity-quality-ecology as a whole’protection is of great significance for maintaining the health of cropland syst... The health of cropland systems is directly related to the degree of food security guarantee,and the‘quantity-quality-ecology as a whole’protection is of great significance for maintaining the health of cropland systems.Taking the typical black soil region in Northeast China(TBSN)as an example,this paper combined the concept of‘quantity-quality-ecology as a whole’protection with crop-land systems health,constructed a health assessment model for cropland systems,and used Google Earth Engine to conduct a quantitat-ive analysis of the temporal and spatial evolution of cropland systems health in TBSN during 2003–2023.By coupling the geographical detector and the Multi-scale Geographically Weighted Regression(MGWR)model,the driving factors of cropland health changes were explored.The study finds that during the research period,the health status of cropland systems in TBSN showed a slight downward trend,and the distribution pattern of cropland systems health gradually shifted from‘better in the east’to‘high in the northeast and low in the southwest’.Changes in average annual sunshine duration,relative humidity,and precipitation had a significant impact on the spa-tial differentiation of cropland systems health in the early stages,and were considered as dominant factors.Meanwhile,the influence of dual dominant factors in the natural environment on cropland systems health is increasing.Furthermore,the MGWR model performed better in revealing the complex relationships between natural and social factors and changes in cropland systems health,demonstrating the significant spatial heterogeneity of the impacts of natural environment and human activities on cropland systems health.The re-search can provide scientific guidance for the sustainable development of TBSN and formulate more precise and effective cropland pro-tection policies. 展开更多
关键词 cropland systems health Google Earth Engine(GEE) Multi-scale Geographically Weighted Regression(MGWR)model Geographical Detector typical black soil region Northeast China
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Solvent extraction systems for selective isolation of light rare earth elements with high selectivity for Sm and La
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作者 Hossein Salehi Samane Maroufi +1 位作者 Rasoul Khayyam Nekouei Veena Sahajwalla 《Rare Metals》 2025年第3期2071-2084,共14页
This study details a comprehensive approach focusing on the effective separation of light rare earth elements(REEs)via solvent extraction technique.A stock solution containing lanthanum,cerium,neodymium,praseodymium,a... This study details a comprehensive approach focusing on the effective separation of light rare earth elements(REEs)via solvent extraction technique.A stock solution containing lanthanum,cerium,neodymium,praseodymium,and samarium was prepared by dissolving their pure mixed oxide(reclaimed from spent Ni-MH batteries)in a diluted HCl solution.Key extractants,including bis(2,4,4-trimethylpentyl)phosphinic acid(Cyanex 272),Cyanex 572,trialkylphosphine oxide(Cyanex 923),and 2-ethylhexylphosphonic acid mono-2-ethylhexyl ester(PC 88A),along with tributyl phosphate(TBP)as a phase modifier,were utilized to form organic systems.The extraction behavior and separability of these systems at various pH levels as well as their extraction mechanisms were investigated.The results demonstrated a direct relationship between the extraction trend and the experimental pH value,with enhanced selectivity when TBP was added.Notably,Nd and Pr exhibited similar extraction behaviors,with minor deviations from Ce,making their separation difficult to achieve.Sm extraction followed a distinct trend,allowing for its separation from other elements at pH≤2.In contrast,La exhibited a low affinity for coordination with extractants when pH was≤3.5,facilitating the separation of other elements from La,which could then be isolated in the raffinate.Among the studied organic systems,combinations of Cyanex 572 and PC 88A with TBP demonstrated superior performance in element separation.Optimum separation factors were calculated withβ_(Ce/La)=12,βNd/La=87,β_(Pr/La)=127,andβ_(Sm/La)=3191 for the former,andβ_(Sm/Ce)=54,β_(Sm/Nd)=20,andβ_(Sm/Pr)=14 for the latter.These findings provide valuable insights for selecting extraction systems and designing experiments for the effective solvent extraction separation of light REEs from their mixture. 展开更多
关键词 Solvent extraction Rare earth elements Individual separation Ni-MH batteries Extraction mechanism
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Long-Term Flood Inundation Trends and Their Effects on Diverse Agricultural Systems in Ben Tre of Vietnam
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作者 Tran Xuan Dung Phan Thi Diem Quy 《Research in Ecology》 2025年第3期135-146,共12页
The Vietnamese Mekong Delta(VMD),a critical agricultural hub,faces recurrent flooding that poses substantial threats to livelihoods and productivity.Ben Tre province,with its low-lying coastal terrain,is particularly ... The Vietnamese Mekong Delta(VMD),a critical agricultural hub,faces recurrent flooding that poses substantial threats to livelihoods and productivity.Ben Tre province,with its low-lying coastal terrain,is particularly vulnerable.Effective risk management and sustainable agricultural development necessitate a thorough understanding of these flood dynamics.This study leveraged the Google Earth Engine(GEE)platform and Sentinel-1 Synthetic Aperture Radar(SAR)imagery to analyze flood inundation patterns and their impacts on diverse agricultural land uses in Ben Tre province from 2015 to 2023.The methodology involved SAR data pre-processing,Otsu thresholding for water body delineation from VH polarization data and change detection using a 2020 land use map to quantify annual flooded areas and their impact on specific agricultural categories.The total inundated area peaked in 2018 at 58,334 ha,a significant increase from 27,934 ha in 2015,before stabilizing around 42,000–44,000 ha in 2021–2023.Flooded agricultural land mirrored this trend,increasing from 18,615 ha(2015)to a peak of 39,514 ha(2018),then decreasing to 28,841 ha(2023).Notably,wet rice cultivation experienced a 37.8%increase in its flooded area over the study period,while other annual crops and perennial crops saw increases of 38.9% and 68.4%,respectively.This research demonstrates the GEE platform’s efficacy with Sentinel-1 SAR for robust,long-term flood monitoring and impact assessment,revealing escalating flood pressure on key agricultural systems and an expansion of flooding beyond traditional low-lying zones,providing crucial data for adaptive land use planning. 展开更多
关键词 Agricultural Impact Flood Mapping Google Earth Engine Remote Sensing Sentinel-1 Vietnamese Mekong Delta
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Au:LaFeO_(3) hollow nanotube-based gas sensing system assisted by machine learning
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作者 Heng Zhang Yang Song +3 位作者 Bing Liu Jing Xiao Hongmei Yang Feiyong Chen 《Journal of Rare Earths》 2025年第11期2470-2478,I0006,共10页
In this work,Au loading and micro-morphology regulation were used to synergistically enhance the gas sensing properties of LaFeO_(3)-based materials.2 wt%Au:LaFeO_(3)prepared by electrostatic spinning method has a res... In this work,Au loading and micro-morphology regulation were used to synergistically enhance the gas sensing properties of LaFeO_(3)-based materials.2 wt%Au:LaFeO_(3)prepared by electrostatic spinning method has a response of 38.26 for 1 ppm H_(2)S and 5.32 for 1 ppm HCHO at 120℃.Over a one-month period,the response of 2 wt%Au:LaFeO_(3)decreases by just 0.52%for H_(2)S and 2.07%for HCHO,demonstrating excellent long-term stability.Additionally,for H_(2)S and HCHO at concentrations ranging from 0.1to 1 ppm,all the response-recovery time is within 40 s.2 wt%Au:LaFeO_(3)also shows excellent gas selectivity and humidity resistance.This outstanding gas sensing performance might be attributed to the catalytic sensitization effect of Au NPs,as well as the largest specific surface area,porosity,and the smallest grain size of 2 wt%Au:LaFeO_(3)hollow nanotube.To further enhance gas selectivity and recognition capability of 2 wt%Au:LaFeO_(3)for H_(2)S and HCHO,a machine learning model combining a backpropagation(BP)neural network with response-recovery feature data extracted through principal component analysis(PCA)was trained.This model accurately identified and detected individual gases in a mixture of H_(2)S and HCHO,with an error rate of less than 10%.This work demonstrates the synergistic enhancement of gas sensing properties through Au loading and micro-morphology regulation,offering a novel approach for detecting and identifying gases with cross-responsiveness using non-sensor arrays. 展开更多
关键词 Au:LaFeO_(3) H_(2)S HCHO Machine learning Rare earths
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基于GEE研究长江干流梯级大坝建设对河流水温的时空影响
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作者 张尚弘 唐海云 +5 位作者 汪浩 周扬 唐彩红 何红艳 邢坤 节永师 《水利水电技术(中英文)》 北大核心 2026年第1期263-275,共13页
【目的】水温是影响河流水生态系统演变的关键要素,其对生源物质转化、生物栖息与繁衍等物理、化学和生物过程起着重要作用。梯级水电开发阻隔了河流的连续性,改变了河流水温沿程的传递性,严重影响河流水温节律,亟需开展梯级大坝建设前... 【目的】水温是影响河流水生态系统演变的关键要素,其对生源物质转化、生物栖息与繁衍等物理、化学和生物过程起着重要作用。梯级水电开发阻隔了河流的连续性,改变了河流水温沿程的传递性,严重影响河流水温节律,亟需开展梯级大坝建设前后河流水温沿程的演变规律的研究。【方法】基于Google Earth Engine(GEE)平台,利用Landsat系列遥感数据集,通过大气辐射传输模型反演长江干流2000—2020年水体表面温度,揭示长江干流梨园、阿海、金安桥等梯级水电站建设下表层水温的时空演变规律。【结果】结果表明,建坝前梨园—观音岩段、乌东德—向家坝段、三峡库区段年均表层水温分别为21.58℃、21.31℃和17.79℃,建坝后金沙江中游库区年均表层水温下降明显,下降到15.47℃,其中旱季水温平均下降5.43℃,雨季平均下降2.46℃,坝下年均水温与自然河流水温接近,且与周围实测气温相关性显著;库区内水温呈现片段化分布,各梯级大坝库首温差最大;三峡库区表现出“滞冷”和“滞温”现象。遥感反演的数据与华弹、朱沱水文站点实测数据的纳什效率系数分别为0.925和0.907,均方根误差分别为0.92℃和1.24℃,结果可靠性高。【结论】梯级大坝建设打破了河流水温连续性,使河流水温传递效应显著减弱;各库区库首及回水区域水温呈现显著相关,但库区水温与坝下游泄水水温相关性较弱。遥感方法可有效反演河流表层水温,为河流水温反演及流域水温管理提供方法支持和理论参考。 展开更多
关键词 河流水温 梯级水电开发 Landsat遥感卫星 Google Earth Engine 水电站 三峡水库 水生态系统
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基于GEE的大连市生态环境质量时空格局及其驱动力分析
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作者 姜俊超 赵格格 吕乐婷 《水土保持通报》 北大核心 2026年第1期355-365,共11页
[目的]揭示大连市生态环境时空变化特征与驱动机制,为区域生态保护与高质量发展提供科学依据。[方法]基于Google Earth Engine(GEE)平台构建大连市遥感生态指数(RSEI),采用Sen-MK趋势分析法揭示2000—2023年大连市生态环境质量的时空演... [目的]揭示大连市生态环境时空变化特征与驱动机制,为区域生态保护与高质量发展提供科学依据。[方法]基于Google Earth Engine(GEE)平台构建大连市遥感生态指数(RSEI),采用Sen-MK趋势分析法揭示2000—2023年大连市生态环境质量的时空演变特征,并结合Hurst指数对生态环境质量的未来短期演变趋势进行预测。进一步采用最优参数地理探测器识别其主要驱动因子及其交互作用。[结果](1)2000—2023年大连市生态环境质量整体呈现波动上升的趋势,空间上具有显著的异质性,呈“北优南差、城差郊优”的分布格局。(2)大连市历史时期的生态环境改善幅度大于退化幅度,未来短期内仍持续保持改善的趋势,但局部区域具有趋势反转风险,需加强生态修复与管控。(3)单因子探测结果表明,土地利用类型为影响生态环境质量的主导因子,高程、坡度次之,且社会经济因子的驱动作用随时间的推移持续增强;交互作用探测结果显示,土地利用与年降水量的交互作用在各个时期均表现为最强驱动组合,揭示了自然过程与人类活动共同作用下的生态演变机制。[结论]2000—2023年大连市的生态环境质量总体改善,土地利用是其关键驱动因子。未来需加强对市中心及沿海地区的生态格局优化与稳定性维护,在推进经济建设的同时,统筹生态环境保护和修复工程,促进区域经济与生态系统协调发展。 展开更多
关键词 生态环境质量 Google Earth Engine(GEE) 遥感生态指数 最优参数地理探测器 大连市
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GEE遥感特征混合优选提升高海拔树种分类精度 被引量:1
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作者 周赛 黄凯 +5 位作者 张加龙 王明星 滕晨凯 夏乐艳 姜新周 程滔 《北京林业大学学报》 北大核心 2026年第1期26-40,共15页
【目的】高海拔地区森林资源动态监测面临云雾干扰、训练样本匮乏及树种光谱相似性高等多重瓶颈,严重制约了优势树种空间分布的精准制图。本研究以香格里拉市典型纯林为对象,旨在利用多源遥感数据与多策略特征优选方法提升树种识别精度... 【目的】高海拔地区森林资源动态监测面临云雾干扰、训练样本匮乏及树种光谱相似性高等多重瓶颈,严重制约了优势树种空间分布的精准制图。本研究以香格里拉市典型纯林为对象,旨在利用多源遥感数据与多策略特征优选方法提升树种识别精度与模型泛化能力。【方法】研究基于GEE平台获取Sentinel-2光学时序、Sentinel-1雷达数据及SRTM地形数据,提取光谱、纹理、植被指数、雷达极化、地形及时序特征,构建基础特征集。采用随机森林(RF)模型确定特征优选前的最优方案后,并行J-M距离、ReliefF和RFE算法构建单一特征集,同时对这3种特征集进行并集融合构建并行混合特征集。将单一优选与并行混合特征集分别代入RF模型重新分类,对比优选前后方案确定最优分类方案。采用生产者精度(PA)、用户精度(UA)、调和平均值(F1)、总体精度(OA)和Kappa系数评价分类精度。【结果】(1)基于J-M距离、ReliefF和RFE并行混合的特征优选方案9精度最高(OA为94.82%,Kappa系数为0.94),优于特征优选前的最优方案5。(2)多源遥感数据协同分类效果优于单一数据源,仅使用Sentinel-2数据的OA为83.35%(Kappa系数0.79);依次引入Sentinel-1雷达特征、Sentinel-1的纹理特征、地形特征和Sentinel-2时序特征后,OA分别提升了0.87、6.28、8.08、10.18个百分点(Kappa系数分别为0.81、0.86、0.90、0.92),其中Sentinel-2时序特征的引入使分类精度提升了2.10个百分点。(3)植被指数时序曲线分析表明,优势树种在秋冬季节差异显著,可分离性强。【结论】基于GEE平台多源遥感数据协同J-M距离-ReliefF-RFE并行混合特征优选有效提升了香格里拉森林优势树种的识别精度,系统揭示了其空间分布格局,为高海拔地区森林资源的精准监测提供了技术支撑。 展开更多
关键词 树种分类 多源遥感数据 并行混合特征选择 Sentinel-2时序 Google Earth Engine(GEE) 随机森林(RF) 递归特征消除(RFE) J-M距离 香格里拉
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基于Sentinel时间序列的玉麦轮作区识别方法
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作者 高丙龙 董超 王冉 《农业资源与环境学报》 北大核心 2026年第2期514-527,共14页
为探究利用遥感技术识别不同作物轮作区,准确获取大规模冬小麦-夏玉米轮作区的面积与种植区域的分布情况,通过分析Sentinel-2数据上作物反射率的时空差异,构建了轮作植被指数(CRVI),以刻画近似物候作物在时间尺度上的异质性,结合Sentine... 为探究利用遥感技术识别不同作物轮作区,准确获取大规模冬小麦-夏玉米轮作区的面积与种植区域的分布情况,通过分析Sentinel-2数据上作物反射率的时空差异,构建了轮作植被指数(CRVI),以刻画近似物候作物在时间尺度上的异质性,结合Sentinel-1数据构建时间序列并进行优化,设置四种分类特征方案,采用随机森林算法提取冬小麦-夏玉米轮作区,并对分类结果进行精度评估。结果表明:冬小麦-夏玉米种植区主要分布在菏泽、济宁两地的黄河冲积平原地区,枣庄、临沂种植区分布较少且零散。不同方案分类结果在大范围种植区域分类结果相似,在地块破碎地区重要性较高特征(方案四)更加准确,但其错分概率较大,总体来说时间序列分类结果符合实际。方案一分类结果总体精度为97.68%,Kappa系数为0.9776,其中,冬小麦-夏玉米遥感提取总体面积与统计年鉴数据相比,准确度为93.50%。研究表明,通过引入CRVI,并结合Sentinel-1与Sentinel-2时间序列数据,实现了高精度的大规模冬小麦-夏玉米轮作区识别。该方法不仅提高了分类精度,还为农业生产提供了可靠的数据支持,展示了在复杂种植结构下作物分类的新思路和技术手段。 展开更多
关键词 时间序列 Google Earth Engine 随机森林 轮作区 哨兵数据 冬小麦 夏玉米
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黄河三角洲典型湿地地上植被生物量空间分布反演
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作者 朱颜 拾兵 +2 位作者 巴彦斌 高枫 袁青云 《水利水运工程学报》 北大核心 2026年第1期97-107,共11页
湿地生态系统在调节气候、净化水质和保护生物多样性等方面具有重要功能。湿地植被地上生物量(Aboveground biomass,IAGB)是衡量湿地生态健康的重要指标,精准估算湿地植被地上生物量对湿地保护与恢复至关重要。利用多源遥感数据(Landsa... 湿地生态系统在调节气候、净化水质和保护生物多样性等方面具有重要功能。湿地植被地上生物量(Aboveground biomass,IAGB)是衡量湿地生态健康的重要指标,精准估算湿地植被地上生物量对湿地保护与恢复至关重要。利用多源遥感数据(Landsat-8、Sentinel-2)和GEE(Google Earth Engine)平台,针对黄河三角洲湿地的植被IAGB进行反演。对比5种机器学习模型,构建基于遥感波段、植被指数和水体指数的生物量模型,结合实地采样数据,评估不同遥感因子对IAGB估算的影响,最终实现黄河三角洲湿地IAGB的空间分布制图。结果表明:刁口河区域IAGB均值为112.05~170.09 g/m^(2),清水沟区域IAGB均值为114.72~165.47 g/m^(2)。黄河三角洲湿地植被IAGB值为0~746.00 g/m^(2),低IAGB值(IAGB≤304.00 g/m^(2))区域主要分布于离海较近的滩涂区,IAGB中值(304.00 g/m^(2)<IAGB≤436.00 g/m^(2))区域分布较为聚集且分布面积最大,高IAGB值(IAGB>436.00 g/m^(2))区域主要分布在河道两侧。研究结果可为黄河三角洲湿地的生态保护与恢复提供科学依据,并为湿地碳储量评估及气候变化研究提供重要数据支持。 展开更多
关键词 黄河三角洲 湿地植被 地上生物量 Google Earth Engine
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现代浅水三角洲分流河道宽度自动提取及沉积模式重构:以赣江三角洲为例
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作者 罗灿莹 张莉 +6 位作者 闫占冬 张子尧 窦鲁星 邓帆 刘普鑫 张伟庆 吴晓明 《古地理学报》 北大核心 2026年第2期828-842,共15页
浅水三角洲河道网络结构复杂,以往分流河道形态表征研究中,缺乏河宽空间连续性定量化数据支撑。作者聚焦于河道形态参数的定量化表征,研究赣江三角洲分流河道宽度的空间连续变化特征,旨在为储集层构型研究提供河道宽度空间变化的约束条... 浅水三角洲河道网络结构复杂,以往分流河道形态表征研究中,缺乏河宽空间连续性定量化数据支撑。作者聚焦于河道形态参数的定量化表征,研究赣江三角洲分流河道宽度的空间连续变化特征,旨在为储集层构型研究提供河道宽度空间变化的约束条件,进而完善储集层构型表征方法体系。基于Google Earth Engine(GEE)大数据云计算平台,改进RivWidthCloud河宽提取算法,实现了赣江三角洲分流河道连续宽度数据的自动化提取,揭示浅水三角洲平原分流河道宽度的空间连续变化规律。结果表明:(1)算法优化后提取的河宽数据与实测值具有显著相关性(R^(2)=0.84),验证了该方法在河道形态监测中的可靠性与适用性;(2)赣江主支河道宽度季节变幅显著(旱季平均河宽444.85 m,雨季平均河宽650.75 m,增幅46%),明显高于其他2条分流河道;(3)河道宽度与分汊频率呈显著空间耦合关系:分汊口上游段宽度急剧增加,分汊后次级河道宽度显著减小;(4)根据连续河道宽度曲线(即连续河宽数据点变化趋势线),向三角洲下游方向,分流河道宽度数据有整体降低趋势,但仍呈多级次波动的震荡变化;(5)70%的类心滩发育区呈现“滩头宽,滩颈窄,滩尾较宽”的宽度变化模式,对应河道宽度曲线表现为“高—低—较高”的三段式特征。连续河宽量化方法为现代三角洲沉积研究提供了新工具,其揭示的河道尺度变化规律可为分流河道规模的精细表征、储集层构型建模的几何约束及小尺度沉积相图编制提供定量依据。 展开更多
关键词 GOOGLE EARTH Engine(GEE) 浅水三角洲 分流河道 RivWidthCloud算法 储集层构型建模 赣江三角洲
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