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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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A Novel Single Phase Grounding Fault Protection Scheme Without Threshold Setting for Neutral Ineffectively Earthed Power Systems 被引量:12
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作者 Xiangjun Zeng Kun Yu +1 位作者 Yuanyuan Wang Yao Xu 《CSEE Journal of Power and Energy Systems》 SCIE 2016年第3期73-81,共9页
The setting values of thresholds for fault feature parameters are critical in all kinds of protection schemes.When the detected feature parameter value exceeds the setting value,the protection will trip.However,the se... The setting values of thresholds for fault feature parameters are critical in all kinds of protection schemes.When the detected feature parameter value exceeds the setting value,the protection will trip.However,the setting value based conventional protection schemes sometimes cannot satisfy the protection requirements of neutral ineffectively earthed power systems(NIEPS)due to wide variations in operating conditions and the complexities of fault cases.In this paper,a novel single phase grounding fault protection scheme without threshold setting is proposed.The fault detection is achieved based on operating states rather than setting values.A fuzzy c-means algorithm is used to divide the operating state of the protected feeder into non-fault states and fault states.The cluster center of each state is then obtained by classifying the historical feature samples of the protected feeder extracted under various operating conditions into their corresponding states in a constructed multi-dimensional fault feature space.The distances between the detected feature samples and the cluster centers of the non-fault and the fault states are calculated.If the distance to the fault state is shorter than that to the non-fault state,a fault is detected.Otherwise,the feeder is considered normal.A PSCAD/EMTDC simulator is used to simulate a 35 kV NIEPS under various operating conditions,non-linear loads,and complex fault cases.Results show that the proposed single phase grounding fault protection scheme without threshold setting can protect the system correctly under all kinds of faults. 展开更多
关键词 Distribution networks FCM algorithm neutral ineffectively earthed power systems protection scheme without threshold setting
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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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GEE遥感特征混合优选提升高海拔树种分类精度
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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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大熊猫国家公园邛崃山-大相岭片区生态环境质量时空变化特征
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作者 王美 陈秋月 +4 位作者 邓捷 王媛媛 谭倩文 何俏铃 黄尤优 《西华师范大学学报(自然科学版)》 2026年第1期27-33,共7页
大熊猫国家公园是我国重要的森林生态系统和生态功能区,也是生态安全战略格局“两屏三带”的关键区域,研究其生态环境质量变化对园区生态保护和政策制定至关重要。基于Google Earth Engine云处理平台对1985—2024年Landsat地表反射率图... 大熊猫国家公园是我国重要的森林生态系统和生态功能区,也是生态安全战略格局“两屏三带”的关键区域,研究其生态环境质量变化对园区生态保护和政策制定至关重要。基于Google Earth Engine云处理平台对1985—2024年Landsat地表反射率图像进行像元间优化重构,计算绿度、湿度、热度和干度4个遥感指标,利用主成分分析法构建遥感生态指数(RSEI),分析大熊猫国家公园邛崃山-大相岭片区生态环境质量的时空变化特征。结果表明:(1)4个分量指标对耦合构成的RSEI特征值贡献率均在70%以上,且载荷分布均匀,说明RSEI集成了分量指标绝大部分特征;(2)1985—2024年邛崃山-大相岭片区RSEI值在0.62~0.86,呈增加趋势,增长率为0.0049 a^(-1);生态环境质量改善面积高达9371.34 km2,占总面积的96.77%;改善区域以极显著上升为主,占总面积的62.48%,主要分布在宝兴县、天全县和荥经县等地;(3)近40年该区生态环境质量总体表现出相对较高的波动性,Hust值在0.19~0.87,未来生态环境质量变化趋势为先升后降,占比达60.72%,表明未来生态环境趋势总体稳定性较差,但局部地区仍呈现持续改善态势。研究结果进一步证实大熊猫国家公园邛崃山-大相岭片区生态环境质量仍需持续监测和保护,防止其不稳定性造成环境质量未来可能变差的风险。 展开更多
关键词 大熊猫国家公园 遥感生态指数 生态环境质量 Google Earth Engine
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2025 global progress in rare earth exploration
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作者 Hui Guo Jie Meng +2 位作者 Ya-ping Li Bo-ran Guo Zi-guo Hao 《China Geology》 2026年第1期221-226,共6页
In 2025,the global rare earth exploration and development sector achieved breakthroughs across multiple fronts.Projects advanced intensively across the Americas,Oceania,Africa,and Europe,with significant growth in res... In 2025,the global rare earth exploration and development sector achieved breakthroughs across multiple fronts.Projects advanced intensively across the Americas,Oceania,Africa,and Europe,with significant growth in resources,continuous emergence of new deposits,and strong impetus injected into the industry by technological innovation and policy support.The global rare earth resource supply pattern was further optimized (Table 1).1.Fruitful results in resource growth and new deposit discoveriesBrazil emerged as a core region for resource growth.The Colossus rare earth deposit saw a 150%increase in resources and announced its first reserve estimate.The Caldeira rare earth deposit’s resource estimate grew by 50%.The combined ore resources in the Caladão rare earth deposit’s Zones A and B reached 5.72×10~8 tonnes,with a total rare earth oxide(TREO) grade of 0.1506%,concurrently hosting 2.29×10~4tonnes of gallium metal resources. 展开更多
关键词 technological innovation new deposit discoveries rare earth policy supportthe rare earth resource supply pattern resource growth rare earth exploration development policy support
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Development of a prototype dual-aperture dipole magnet for CEPC collider
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作者 Mei Yang Fu-San Chen +4 位作者 Jian-Xin Zhou Ya-Feng Wu Ying-Shun Zhu Xian-Jing Sun Chuang Shen 《Nuclear Science and Techniques》 2026年第4期53-64,共12页
The Circular Electron Positron Collider(CEPC)proposed in China is a dual-ring collider with electron and positron beams in the energy range of 45.5–180 GeV.The main dipole in the CEPC collider is a dual-aperture dipo... The Circular Electron Positron Collider(CEPC)proposed in China is a dual-ring collider with electron and positron beams in the energy range of 45.5–180 GeV.The main dipole in the CEPC collider is a dual-aperture dipole with a shared coil between the two apertures,forming an I-shaped structure that can reduce power consumption by 50%.Because of its long length and low field strength,the development of this dual-aperture magnet faces challenges regarding its mechanical design,field measurement accuracy,and field performance.Numerical simulations were performed to better understand the Earth's field and the effect of different BH curves on field performance.The field results of the prototype are presented herein,and the field quality satisfies the requirements.The remanent field accounts for 2%of the integral field at 140 Gs,and the hysteresis effect caused an increase in field strength of approximately 0.075%after a standardization cycle of the trim coils.Research on this prototype can provide useful insights for understanding low-field dipole magnets. 展开更多
关键词 CEPC collider Dual-aperture magnet Magnet design Field measurement Earth field
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Recent advances in high-temperature oxidation behavior and underlying mechanisms of Mg-RE alloys:A comprehensive review
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作者 Yu Ma Yu Cao +4 位作者 Yulian Kuang Yajun Wang Yuhao Gong Bin Jiang Jonghyun Kim 《International Journal of Minerals,Metallurgy and Materials》 2026年第2期446-466,共21页
The limited high-temperature oxidation resistance of Mg alloys is a key factor restricting their development and application.The addition of some rare earth elements(REs),owing to their unique physical and chemical pr... The limited high-temperature oxidation resistance of Mg alloys is a key factor restricting their development and application.The addition of some rare earth elements(REs),owing to their unique physical and chemical properties,can significantly enhance the oxidation resistance of Mg alloys.Based on our previous study,we conclude that REs such as Gd,Y,and Ce enhance the oxidation resistance of Mg-RE alloys.This article comprehensively reviews recent research progress on high-temperature oxidation behavior and the potential mechanism in Mg-RE alloys.Based on the thermodynamic and kinetic analyses,the evolution of the complex oxide system formed during the high-temperature oxidation of Mg-RE alloys is first summarized.The diffusion behavior and concentration control mechanisms of REs during the oxidation process and how these mechanisms affect the sustained growth of the oxide film and antioxidant properties were elucidated.Moreover,the different structures of the oxide films were classified,and their properties were discussed.Finally,this paper introduces the applications of commonly used REs in Mg alloys and frontier research on their oxidation mechanisms.Based on the above review,we propose that future research perspectives can be explored in terms of expanding the experimental temperature range for oxidation tests,optimizing the chemical composition by adding trace REs to study their synergistic mechanism,revealing the underlying oxidation mechanism through advanced in situ microscopic characterization methods,and investigating the mechanical properties of oxide films using diverse approaches. 展开更多
关键词 magnesium-rare earth element alloy high-temperature oxidation THERMODYNAMICS oxidation resistance oxide films
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基于ArcGIS-Google Earth的地理可视化跨单元教学研究
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作者 赵伟 王凯 孙兆阳 《天津科技》 2026年第S1期103-105,109,共4页
受中学软硬件限制,地理实践课程“地理信息技术的应用”多以理论讲授为主,对学生实践力的培养不足;且自然地理现象难以直观呈现,教师依托动画、地图等辅助教学,效果欠佳。信息技术可为自然地理教学提供更多展示方式,自然地理的研究与实... 受中学软硬件限制,地理实践课程“地理信息技术的应用”多以理论讲授为主,对学生实践力的培养不足;且自然地理现象难以直观呈现,教师依托动画、地图等辅助教学,效果欠佳。信息技术可为自然地理教学提供更多展示方式,自然地理的研究与实践也能为信息技术提供应用场景。以“地理信息系统(GIS)操作实践+全球板块划分”为范例,通过构建跨单元教学模式,既落实地理实践力培养,又为自然地理学习搭建真实情境。 展开更多
关键词 ARCGIS Google Earth 高中地理 可视化教学 跨单元教学
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融合长短期SAR时序特征的自适应洪水检测方法研究
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作者 郭迪洲 房诗岩 +4 位作者 赵中豪 王源霄 李佳润 许淳沛 马宝军 《测绘地理信息》 2026年第1期88-94,共7页
洪涝灾害的实时精准监测对防灾减灾与应急响应至关重要,合成孔径雷达(synthetic aperture radar,SAR)因其全天时全天候成像能力,已成为洪水检测的重要数据源。然而,传统方法在时序基准特征提取、城市-野外地区自适应阈值设置等方面仍存... 洪涝灾害的实时精准监测对防灾减灾与应急响应至关重要,合成孔径雷达(synthetic aperture radar,SAR)因其全天时全天候成像能力,已成为洪水检测的重要数据源。然而,传统方法在时序基准特征提取、城市-野外地区自适应阈值设置等方面仍存在不足。为此,本文提出一种基于Google Earth Engine平台的融合长短期时序SAR特征的洪水检测方法,相较于依赖长时序均值与固定标准差阈值的传统Z分数法,提出方法基于Sentinel-1 GRD数据,构建了联合短期线性回归标准化残差与长期统计Z分数的融合检测指标,同时,结合Google Dynamic World地表分类产品实现城市-野外分治处理,并在野外区域引入坡度自适应阈值以提高对地形影响的容错能力,最终通过概率分级输出检测结果。本研究以2023年6月乌克兰卡霍夫卡溃坝事件为例进行实验,结果表明,提出方法兼顾了短期环境变化特征与长期背景稳定性,显著提升了检测精度,有潜力为大尺度突发性洪水灾害应急监测提供可靠的技术支持。 展开更多
关键词 洪水检测 长短期融合 Sentinel-1 Google Earth Engine
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Advanced thermal-resistant aluminum conductor alloys:A comprehensive review
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作者 Behrouz Abnar Samaneh Gashtiazar +1 位作者 Paul Rometsch Mousa Javidani 《International Journal of Minerals,Metallurgy and Materials》 2026年第1期68-93,共26页
This review provides a comprehensive overview of recent advancements in aluminum-based conductor alloys engineered to achieve superior mechanical strength and thermal stability without sacrificing electrical conductiv... This review provides a comprehensive overview of recent advancements in aluminum-based conductor alloys engineered to achieve superior mechanical strength and thermal stability without sacrificing electrical conductivity.Particular emphasis is placed on the role of microalloying elements—particularly Sc and Zr-in promoting the formation of coherent nanoscale precipitates such as Al_(3)Zr,Al_(3)Sc,and core-shell Al_(3)(Sc,Zr)with metastable L1_(2)crystal structures.These precipitates contribute significantly to high-temperature performance by enabling precipitation strengthening and stabilizing grain boundaries.The review also explores the emerging role of other rare earth elements(REEs),such as erbium(Er),in accelerating precipitation kinetics and improving thermal stability by retarding coarsening.Additionally,recent advancements in thermomechanical processing strategies are examined,with a focus on scalable approaches to optimize the strength-conductivity balance.These approaches involve multi-step heat treatments and carefully controlled manufacturing sequences,particularly the combination of cold drawing and aging treatment to promote uniform and effective precipitation.This review offers valuable insights to guide the development of cost-effective,high-strength,heat-resistant aluminum alloys beyond conductor applications,particularly those strengthened through microalloying with Sc and Zr. 展开更多
关键词 electrical conductivity mechanical properties rare earth elements thermal stability scandium-and zirconium-containing aluminium alloy
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Extensional rifts liberate substantial amounts of deeply-sourced CO_(2) from the Himalayan-Tibetan orogen
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作者 Maoliang Zhang Yi Liu +5 位作者 Wei Liu Xian-Gang Xie Yuji Sano Yun-Chao Lang Sheng Xu Cong-Qiang Liu 《Science Bulletin》 2026年第3期530-533,共4页
Carbon(C)sequestered in the mantle andcrust over geological timescales accounts for more than 99% of allcarbon in the bulk silicate Earth and plays a fundamental role in driving surface biogeochemical cycles,which inv... Carbon(C)sequestered in the mantle andcrust over geological timescales accounts for more than 99% of allcarbon in the bulk silicate Earth and plays a fundamental role in driving surface biogeochemical cycles,which involve only a tiny fraction of Earth's total carbon inventory[1].In addition to CO_(2) released through near surface weathering of sedimentary rocks[2],a substantial,butstill poorly quantified,amount of carbon in the deeper crust and mantle(hereafter referred to as deeply-sourced carbon)could be mobilized by magmatism and metamorphism and then outgassed in volcanic and non-volcanic settings. 展开更多
关键词 sedimentary rocks surface biogeochemical cycleswhich MANTLE Himalayan Tibetan orogen CRUST silicate earth carbon sequestered extensional rifts
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Case studies of ion focusing in the downstream region of a modeled low Earth orbit spacecraft
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作者 Nizam Ahmad Hideyuki Usui +4 位作者 Yohei Miyake Slamet Supriadi Hanif Fakhrurroja Hilman Syaeful Alam Harry Bangkit 《Earth and Planetary Physics》 2026年第1期136-143,共8页
The effect of plasma and charged particle interaction with spacecraft in a low Earth orbit(LEO)environment leads to ion focusing and the formation of an ion void in the downstream region as a result of charging.Simula... The effect of plasma and charged particle interaction with spacecraft in a low Earth orbit(LEO)environment leads to ion focusing and the formation of an ion void in the downstream region as a result of charging.Simulations and investigations using a fixed potential imposed on the spacecraft showed the nonsignificance of geophysical parameter changes to ion focusing.Variation of the temperature ratio(T_(r))contributed only to local ion focusing and manifested as two-ion streamers dispersed at the upper and lower edges of the spacecraft-the outermost layers of the satellite structure at the top and bottom,respectively.A simulation involving changing the ambient plasma density(N_(p))also showed the formation of local ion focusing,in which ions were more concentrated as the density increased.Furthermore,auroral electron density(N_(ae))variation had no clear impact on ion focusing,as indicated by static two-ion structures in the wake field.However,variation of the object potential(ϕ)strongly affected ion focusing formation,leading to distortion of the initial ion void region behind the spacecraft.The formation of ion focusing in this study was subject to the electric field produced by the object potential and the ambipolar electric field resulting from plasma expansion in the downstream region. 展开更多
关键词 ion focusing spacecraft potential low Earth orbit environment
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Vacuum dewatering behavior of foam-conditioned clay soil:Implications for foam optimization in earth pressure balance shield tunneling
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作者 Yao Lu Ming Huang +3 位作者 Jim S.Shiau Fengwen Lai Jiajia Xu Liqian Peng 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1306-1319,共14页
Estimating the properties of foam-conditioned clay soils is important for both conditioning and recycling goals in earth pressure balance(EPB)shield tunneling.In this study,the vacuum dewatering behaviors of foam-cond... Estimating the properties of foam-conditioned clay soils is important for both conditioning and recycling goals in earth pressure balance(EPB)shield tunneling.In this study,the vacuum dewatering behaviors of foam-conditioned clay soils were investigated,with their potential use as an alternative means to assess foam optimization being examined.A series of laboratory and fieldtests was conducted,including vacuum dewatering tests that considered the effects of filtrationtime and pressure,vane shear tests,and improved cone pullout tests under different gravimetric water content(w)and foam injection ratio(FIR)conditions.It was found that the filtrate loss(FL),which characterizes dewaterability,was increased by extended vacuum filtrationtime and elevated pressure.While increases in w and FIR enhanced FL,reductions were observed in the undrained shear strength(cu),tangential adhesion stress(Fs),and normal adhesion stress(Fn).Furthermore,a linear decrease in FL with increasing mechanical indices(cu,Fs,and Fn)was demonstrated by both laboratory and fielddata fittingresults,regardless of w,FIR,and dewatering conditions.This study provides novel insights into the understanding of vacuum dewatering mechanisms in foam-conditioned clay soils,while a simple approach is proposed for evaluating foam conditioning effectiveness in EPB shield tunneling applications. 展开更多
关键词 Clay soil Vacuum dewatering Earth pressure balance(EPB)shield Foam conditioning Muck recycling
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Earth Space Lab赋能初中地理抽象概念教学研究——以“地球的运动”为例
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作者 吴燕萍 马蒙 叶淑红 《地理教育》 2026年第2期24-28,共5页
数字化赋能教学已成为当前教学的新趋势,本文借助Earth Space Lab程序赋能“地球的运动”教学,帮助学生从本质上理解较为抽象的地理概念,同时,基于Earth Space Lab的教学不仅能实现学生对抽象概念的熟练掌握与灵活应用,促进作业质量与... 数字化赋能教学已成为当前教学的新趋势,本文借助Earth Space Lab程序赋能“地球的运动”教学,帮助学生从本质上理解较为抽象的地理概念,同时,基于Earth Space Lab的教学不仅能实现学生对抽象概念的熟练掌握与灵活应用,促进作业质量与学习效果显著提升,还能进一步提升学生学习兴趣、地理实践力与综合思维,促进其地理核心素养的培育。 展开更多
关键词 Earth Space Lab 地理抽象概念教学 地球的运动
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Enhancing Surface Water Classification:Integrating Time Series Features and Automated Sampling on Google Earth Engine
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作者 FU Yi YAO Yunlong +3 位作者 WANG Lei SHAN Yuanqi LI Weineng LIU Yuna 《Chinese Geographical Science》 2026年第2期337-350,I0007,共15页
Accurate extraction of surface water extent is a fundamental prerequisite for monitoring its dynamic changes.Although machine learning algorithms have been widely applied to surface water mapping,most studies focus pr... Accurate extraction of surface water extent is a fundamental prerequisite for monitoring its dynamic changes.Although machine learning algorithms have been widely applied to surface water mapping,most studies focus primarily on algorithmic outputs,with limited systematic evaluation of their applicability and constrained classification accuracy.In this study,we focused on the Songnen Plain in Northeast China and employed Sentinel-2 imagery acquired during 2020-2021 via the Google Earth Engine(GEE)platform to evaluate the performance of Classification and Regression Trees(CART),Random Forest(RF),and Support Vector Machine(SVM)for surface water classification.The classification process was optimized by incorporating automated training sample selection and integration of time series features.Validation with independent samples demonstrated the feasibility of automatic sample selection,yielding mean overall accuracies of 91.16%,90.99%,and 90.76%for RF,SVM,and CART,respectively.After integrating time series features,the mean overall accuracies of the three algorithms improved by 4.51%,5.45%,and 6.36%,respectively.In addition,spectral features such as MNDWI(Modified Normalized Difference Water Index),SWIR(Short Wave Infrared),and NDVI(Normalized Difference Vegetation Index)were identified as more important for surface water classification.This study establishes a more consistent framework for surface water mapping,offering new perspectives for improving and automating classification processes in the era of big and open data. 展开更多
关键词 surface water mapping machine learning classification performance Sentinel-2 Google Earth Engine(GEE) Songnen Plain China
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Pressure calibrations of high-pressure large-volume presses at HPSTAR
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作者 Yongjiang Xu Peiyan Wu +17 位作者 Sheng Shang Xue Wang Taihang Li Shuchang Gao Shijie Lv Hang Cheng Qianzhi Xu Shang Lei Jiajia Feng Lei Zhao Wim van Westrenen Takayuki Ishii Bin Chen Lei Su Yang Ding Wenge Yang Ho-Kwang Mao Yanhao Lin 《Matter and Radiation at Extremes》 2026年第1期111-130,共20页
Large-volume presses(LVPs)are widely utilized in diverse research fields—including high-pressure physics,chemistry,materials science,and Earth and planetary sciences—to investigate the physical and chemical properti... Large-volume presses(LVPs)are widely utilized in diverse research fields—including high-pressure physics,chemistry,materials science,and Earth and planetary sciences—to investigate the physical and chemical properties of materials under extreme high-pressure and hightemperature conditions.A prerequisite for achieving reproducible property measurements is the determination and control of pressure within experimental setups.However,the lack of precise pressure calibration in LVPs hinders the broader application of such devices in ultrahigh-pressure studies.This study employs a suite of standard phase transition-based pressure markers—comprising metallic conductors,semiconductors,and minerals—through both in situ and ex situ identification approaches,to establish pressure calibration curves ranging from 0.4 to>30 GPa for various types of LVP installed at the Center for High Pressure Science and Technology Advanced Research(HPSTAR),Beijing,including piston–cylinder,cubic,and multi-anvil presses.The results provide a unified and traceable pressure reference for highpressure experiments conducted at HPSTAR,while also offering technical guidance and calibration standards for other researchers utilizing similar LVP systems,thereby enabling more consistent comparison between different laboratories.This work facilitates the advancement of LVP research toward broader applications in higher-pressure regimes. 展开更多
关键词 CHEMISTRY earth planetary sciences pressure calibration high pressure physics materials science investigate physical chemical properties materials determination control pressure
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基于GEE的成都市生态环境质量变化及驱动因子分析
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作者 张春同 孙磊 +2 位作者 许晨 毛科 陈嘉沛 《环境生态学》 2026年第1期13-21,共9页
本研究利用2001-2023年的MODIS数据,基于GEE平台遥感生态指数(RSEI),全面评估成都市的生态环境质量;通过主成分分析法、Sen趋势分析法、Mann-Kendall(M-K)检验和Hurst指数,综合分析RSEI的空间演变特征;并结合Pearson相关分析,深入分析... 本研究利用2001-2023年的MODIS数据,基于GEE平台遥感生态指数(RSEI),全面评估成都市的生态环境质量;通过主成分分析法、Sen趋势分析法、Mann-Kendall(M-K)检验和Hurst指数,综合分析RSEI的空间演变特征;并结合Pearson相关分析,深入分析气候因子和人类活动对RSEI变化的影响机制。结果表明:1)2001-2023年,成都市RSEI均值为0.617,总体以-0.04%的速率呈波动降低的态势,2015年以来,生态环境质量呈波动改善趋势。2)成都市生态环境质量发展未来趋势整体呈良性方向(良性方向占51.1%),表明成都公园城市示范区建设对生态环境的改善起到积极的影响。3)成都市的RSEI变化受气候变化与人类活动的共同影响,2001-2023年,RSEI与气温、降水间存在正相关联系。具体来看,在对生态质量变化的影响上,降水与之显著相关性明显高于气温。RSEI与人类活动主要呈现负相关。因子探测结果显示,夜间灯光对成都生态环境质量的影响最为显著,q值为0.300,其次是气温,最低的是降水。这一变化表明,公园城市示范区建设和修复工作推进对成都市生态环境质量改善起到积极作用。 展开更多
关键词 成都市 生态环境质量 Google Earth Engine(GEE)平台 RSEI
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Developing successful international collaborations in Earth Science research
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作者 Walter D.Mooney 《Earthquake Science》 2026年第1期118-124,共7页
I offer suggestions to increase the probability of success of an international research project.Collaborative studies often produce more innovative and transformative scientific results than work done by a single inve... I offer suggestions to increase the probability of success of an international research project.Collaborative studies often produce more innovative and transformative scientific results than work done by a single investigator or an isolated team.My advice is intended for early-career scientists.The product of the collaboration may be high-impact research publications,enhanced geophysical monitoring capabilities in a foreign country,or an advanced training course.Choosing the right international partner is the most important step.Keeping an open mind and being receptive to suggestions to modify the initial concept is critical.Other key steps include having a mutually agreed upon plan with achievable goals and well-defined expected outcomes.International cooperation is a richly rewarding experience that accelerates progress in the Earth Sciences. 展开更多
关键词 earth science research geophysical monitoring capabilities research projectcollaborative studies international collaborations advanced training coursechoosing scientific results successful collaborations international partner
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