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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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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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Effects of Grounding (Earthing) on Massage Therapists: An Exploratory Study
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作者 Gaétan Chevalier Sheila Patel +4 位作者 Lizabeth Weiss Christopher Pruitt Brook Henry Deepak Chopra Paul J. Mills 《Health》 2018年第2期228-250,共23页
It is well known that massage therapists often develop a number of health problems relatively early on in their career. A preliminary study showed that grounding massage therapists during their work may alleviate some... It is well known that massage therapists often develop a number of health problems relatively early on in their career. A preliminary study showed that grounding massage therapists during their work may alleviate some of the health problems they encounter. A doubled-blind randomized controlled trial was designed to examine the effects of working and sleeping grounded for 4 weeks on massage therapists’ blood viscosity, stress (through HRV), inflammation (IFN-γ, IL-6, TNF-α, and hsCRP) and oxidative stress (MPO and MDA) biomarkers. The results show stress reduction as measured by heart rate, respir-atory rate and hear rate variability (HRV) and a lowering effect on blood viscosity that lasted for at least one week after ungrounding, with systolic blood viscosity becoming significantly lower at the end of the study. Inflammation markers (IFN-γ, TNF-α, and hsCRP) increased rapidly, within one week, after ungrounding. The findings suggest that grounding is beneficial for massage therapists in multiple domains relevant to health and wellbeing. 展开更多
关键词 earthing GROUNDING Heart Rate Variability (HRV) Blood Viscosity Inflammatory Biomarkers OXIDATIVE Stress
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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 review on biomedical and dental applications of cerium oxide nanoparticles——Unearthing the potential of this rare earth metal 被引量:10
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作者 Lalitha S Jairam Akshatha Chandrashekar +5 位作者 T.Niranjana Prabhu Sunil Babu Kotha M.S.Girish Indira Mysuru Devraj M.Dhanya Shri K.Prashantha 《Journal of Rare Earths》 SCIE EI CAS CSCD 2023年第11期1645-1661,I0001,共18页
Nanotechnology deals with particles ranging from 1 to 100 nm in size called as nanoparticles.These nano particles exhibit unique properties which find an application in many industries and medical fields.A growing bod... Nanotechnology deals with particles ranging from 1 to 100 nm in size called as nanoparticles.These nano particles exhibit unique properties which find an application in many industries and medical fields.A growing body of evidence points out the newer developing technologies adopted in the field of medicine in terms of target therapies,imaging systems,drug deliveries,etc.is through the incorporation of nanoparticles.Cerium oxide nanoparticles have gained attention in the last decade due to exceptional properties such as redox activity,biofilm inhibition,antibacterial activity,anti-inflammatory activity,etc.The method of synthesis of cerium oxide nanoparticles plays a pivotal role in its application.It exhibits redox properties and catalytic activity and thus has found its use in biomedical applications.Nanoparticles are incorporated into dental materials such as restorative cements/sealants,adhesives,and denture systems to improve their properties.Among the various metal oxide nanoparticles,ce rium oxide nanoparticles(CeO_(2)NPs)are known to exhibit lower toxicity to mammalian cells and possess unique antibacterial mechanism.In addition,they exhibit potent properties such as antitumor,antiinflammatory,antibacterial activities,and functions as an immunosensor.CeO_(2)NPs have excellent scavenging properties for reactive oxygen species,which is why they are being considered for therapeutic purposes.In this review,various methods of synthesis of CeO_(2)NPs are discussed.Several factors that determine the particle size and morphology of these materials are important for biomedical and dental applications.Emphasis is given to preparation methods and variables such as calcination temperature,which have a profound effect on particle size and morphology.This article also presents various applications of CeO_(2)NPs in the biomedical and dental fields. 展开更多
关键词 Cerium oxide nanoparticles Synthesis Antibacterial activity Biomedical applications Dental applications Rare earths
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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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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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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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High-T_(c) Nearly-Free-Electron Superconductivity in Quaternary Hydrides under Ambient Pressure
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作者 Bin Li Zhisi Cao +4 位作者 Junjie Zhai Mian Wu Ding Chi Shengli Liu Jian Sun 《Chinese Physics Letters》 2026年第1期265-296,共32页
We report a theoretical investigation into superconductivity within the MAXH_(6) quaternary hydride system using first-principles calculations,where M and A denote alkali and alkaline earth elements,respectively,and X... We report a theoretical investigation into superconductivity within the MAXH_(6) quaternary hydride system using first-principles calculations,where M and A denote alkali and alkaline earth elements,respectively,and X represents transition metal elements.Systematic analysis of electronic band structures,phonon dispersions,and electron-phonon coupling reveals that substitution of MA binary metal combinations and X metal atoms can create favorable conditions for superconductivity.Mapping of superconducting critical temperatures,combined with dynamical stability analysis through phonon calculations,identifies ten superconducting candidates at ambient pressure.Among these,LiNaAgH_(6) exhibits nearly-free-electron behavior reminiscent of monovalent electron superconductors.It demonstrates exceptional superconducting properties with electron–phonon coupling λ=2.707,which yields a superconducting transition temperature T_(c) of 206.4 K using the Allen–Dynes formula.Its structural analogs MgNaPdH_(6),LiMgPdH_(6),LiMgAgH_(6),LiMgAuH_(6) all exhibit superconducting transition temperatures above 110 K.These findings advance our fundamental understanding of superconductivity in quaternary hydrides and provide guidance for rational design of new high-temperature superconducting materials. 展开更多
关键词 alkali alkaline earth elementsrespectivelyand hydride system quaternary hydrides transition metal analysis electronic band structuresphonon dispersionsand high t c superconductivity first principles calculations electron phonon coupling
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基于GEE平台多源遥感数据的海南岛红树林碳储量估算 被引量:1
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作者 李尉尉 薛志泳 +1 位作者 朱建华 田震 《自然资源遥感》 北大核心 2025年第2期220-227,共8页
碳储量变化是碳库功能的一个重要指标,有效准确评估碳储量对区域碳循环和碳源/汇研究、减缓气候变化和维持区域可持续发展具有重要意义。该文基于多时序遥感影像数据(Sentinel-1、Sentinel-2)和谷歌地球引擎(Google Earth Engine, GEE)... 碳储量变化是碳库功能的一个重要指标,有效准确评估碳储量对区域碳循环和碳源/汇研究、减缓气候变化和维持区域可持续发展具有重要意义。该文基于多时序遥感影像数据(Sentinel-1、Sentinel-2)和谷歌地球引擎(Google Earth Engine, GEE)云计算平台,匹配ICESat-2植被冠层的光子点数据反演红树林树高,通过大范围尺度的红树林“树高-生物量”模型反演生物量,最终得到海南岛红树林树高、地上生物量和碳储量估算结果,从而分析其分布及变化情况。结果显示:海南岛红树林2016年、2019年和2022年平均高度分别为6.99 m, 7.26 m和7.71 m,其中各区域红树林树高整体均呈上升趋势;2016年、2019年和2022年海南岛红树林地上生物量总量分别为400 939.48 t, 411 928.64 t和458 759.02 t,平均地上生物量分别为110.23 t/hm^(2),114.61 t/hm^(2)和120.02 t/hm^(2),海南岛东北部的东寨港和八门湾区域地上生物量占总量的80%;红树林植被碳储量的增长率在1%~4.45%之间,其中东寨港、八门湾的红树林植被碳储量增长率最大,分别为4.45%和3.17%。研究成果可为大范围尺度红树林碳储量核算提供基础数据和方法参考,作为海南岛红树林管理和保护的重要参数数据。 展开更多
关键词 红树林 碳储量 生物量 Google Earth Engine 海南岛
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基于Google Earth Engine平台的西南干热河谷植被时空演变特征及其驱动要素研究 被引量:1
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作者 张成 韦疏桐 +3 位作者 刘希宇 张尚弘 唐彩红 周扬 《生态学报》 北大核心 2025年第11期5398-5412,共15页
西南干热河谷地处横断山脉腹地,受到气候、地形及人类活动等要素的影响,垂向上植被分布格局迥异,低海拔区域为稀树灌草植被生态系统,高海拔区域为森林植被生态系统,是西南山区特殊的地理区系,也是我国典型的生态脆弱带之一。基于Landsa... 西南干热河谷地处横断山脉腹地,受到气候、地形及人类活动等要素的影响,垂向上植被分布格局迥异,低海拔区域为稀树灌草植被生态系统,高海拔区域为森林植被生态系统,是西南山区特殊的地理区系,也是我国典型的生态脆弱带之一。基于Landsat卫星遥感影像,通过Google earth engine (GEE)平台获取了1990—2020年四个季节归一化植被指数(NDVI)、地表温度(LST)和温度植被干旱指数(TVDI)数据,揭示了近30年西南干热河谷植被盖度的时空变化特征,并基于地形、气象、地表温度等要素分析了影响植被盖度变化的主要因素。结果发现干热河谷低海拔和高海拔区域的气温和地表温度均呈现显著增加,高海拔温度增加幅度大于低海拔地区。四个季节的NDVI在时间序列上亦呈现增加趋势,高山森林生态系统的植被增长速率(0.0077/a)显著高于稀树灌草生态系统(0.0027/a),且区域植被盖度均有向高植被盖度的趋势发展。在驱动要素方面,海拔、坡向、坡度等地形要素导致水热条件不同,从而使得高低海拔的植被类型存在明显差异,气温和地表温度的增加是导致植被盖度增加的主要诱因,在低海拔区域年均地表温度在20℃时植被盖度增加最快,而高海拔地区15℃时植被盖度增加最快,而超过该温度阈值后植被增加的速度有所下降。研究为指导西南干热河谷地区植被恢复提供了科学的管理建议及依据。 展开更多
关键词 气候变化 归一化植被指数(NDVI) 地表温度 温度植被干旱指数(TVDI) Google earth engine(GEE) 干热河谷
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1986—2021年江苏省沿海养殖池塘年际时空特征分析与优化管理 被引量:1
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作者 蔡丹丰 王慧南 +1 位作者 田鹏 胡求光 《农业机械学报》 北大核心 2025年第1期410-423,共14页
沿海养殖池塘对保障食物供给、提供优质蛋白和促进沿海社会经济发展具有重要作用,但养殖池塘快速扩张对区域生态系统稳定带来巨大挑战,急需加强沿海养殖池塘时空监测和可持续管理,而目前缺乏长时序养殖池塘年际空间分布数据集。本文基于... 沿海养殖池塘对保障食物供给、提供优质蛋白和促进沿海社会经济发展具有重要作用,但养殖池塘快速扩张对区域生态系统稳定带来巨大挑战,急需加强沿海养殖池塘时空监测和可持续管理,而目前缺乏长时序养殖池塘年际空间分布数据集。本文基于1986—2021年长时序Landsat遥感影像,借助Google Earth Engine平台与ArcGIS软件生成了江苏省沿海36年的养殖池溏空间分布数据,并探究其时空变化特征。结果表明:江苏省沿海养殖池塘识别总体精度和Kappa系数均大于91%和81%,分类结果准确。江苏省沿海养殖池塘快速增长,1986—2021年增长761.75 km2,且突出表现为缓慢增长阶段(1986—1996年)、快速增长阶段(1997—2001年)、波动增长阶段(2002—2005年)、快速增长阶段(2006—2013年)、波动下降阶段(2014—2021年)。空间分布集中于盐城市的大丰区、射阳县、响水县和东台市。江苏省沿海养殖池塘空间聚集于河口、港口和沿海平原,如临洪河河口、灌河河口、新淮河河口、新洋港、晚庄港和川东港,且空间聚集性加强。江苏省沿海养殖池塘扩张集中发生于1995—2015年,转入来源主要为其它建设用地、高覆被草地和滩涂。 展开更多
关键词 沿海养殖池塘 MNDWI指数 Google Earth Engine 空间格局 江苏省 时空特征
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1985–2022年胶州湾岸线时空分布数据集
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作者 赵永芳 邢容荣 +1 位作者 李金洋 孙晓霞 《中国科学数据(中英文网络版)》 2025年第4期217-225,共9页
胶州湾是青岛的“母亲湾”,岸线时空分布受到气候变化和人类活动双重影响。岸线变化检测对于研究海陆格局演变和维护城市生态平衡至关重要。本研究基于遥感和GIS技术,利用Google Earth Engine平台经波段边缘检测及影像目视解译,获得1985... 胶州湾是青岛的“母亲湾”,岸线时空分布受到气候变化和人类活动双重影响。岸线变化检测对于研究海陆格局演变和维护城市生态平衡至关重要。本研究基于遥感和GIS技术,利用Google Earth Engine平台经波段边缘检测及影像目视解译,获得1985–2022年9期胶州湾海岸线时空分布数据,并计算获得相应的岸线长度数据,形成本数据集。人工修正后的岸线矢量数据,通过验证点与高精度遥感影像进行精度评估,误差参数均小于理论最大允许误差。本数据集包括1985–2020年5年间隔、2022年的胶州湾海岸线空间分布数据(shp格式)和海岸线长度数据(xlsx格式)。本数据集为研究胶州湾海岸线时空演变规律、评估人类活动与自然因素对其影响提供了关键数据基础,相关研究成果可服务于海岸带生态修复工程与区域可持续发展决策。 展开更多
关键词 胶州湾 海岸线时空分布 LANDSAT Google Earth Engine平台
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基于时序Sentinel-2数据的江汉平原养殖池提取 被引量:1
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作者 陈志洋 毛德华 +4 位作者 王宗明 林楠 贾明明 任春颖 王铭 《自然资源遥感》 北大核心 2025年第1期169-178,共10页
近年来,水产养殖业的迅速发展引发了一系列的生态环境问题。江汉平原作为我国最重要的淡水养殖基地之一,研究其养殖池变化对我国的生态保护至关重要。因此,该文面向江汉平原区域,基于谷歌地球引擎(Google Earth Engine,GEE)与Sentinel-... 近年来,水产养殖业的迅速发展引发了一系列的生态环境问题。江汉平原作为我国最重要的淡水养殖基地之一,研究其养殖池变化对我国的生态保护至关重要。因此,该文面向江汉平原区域,基于谷歌地球引擎(Google Earth Engine,GEE)与Sentinel-2密集时间序列影像,提出了一种结合K均值聚类(K-means)与层次决策树分类算法的养殖池提取与变化监测方法,实现了2016—2022年逐年的江汉平原养殖池精确提取及时空格局分析。结果表明:结合K-means与融入时间变化特征的层次决策树算法能够实现精准的养殖池分类,每年总体分类精度均达到91.90%以上,Kappa系数达到0.84以上;2022年江汉平原的水产养殖池面积为2126.43 km^(2),其中,43.24%的养殖池集中分布于荆州市,宜昌市养殖池面积最小仅占0.76%;江汉平原养殖池在2016—2022年期间的动态变化呈现出明显的空间异质性,整体呈现增加的趋势,总面积从1947.43 km^(2)增加到2126.43 km^(2),增加了9.19%。所提方法为养殖池的精准监测提供了重要参考,所得数据集对支持江汉平原地区生态保护和对可持续发展目标的评估具有重要的借鉴价值和现实意义。 展开更多
关键词 江汉平原 内陆养殖池 K-MEANS 时间序列数据 Google Earth Engine
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中国东海区典型海岸带蓝碳生态系统时空变化及其碳储量评估 被引量:1
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作者 刘芳源 陈洁 高郭平 《上海海洋大学学报》 北大核心 2025年第4期821-838,共18页
为了开展以红树林、盐沼等为代表的海岸带蓝碳生态系统固碳能力研究,基于多源多时相Landsat遥感影像,利用随机森林算法,结合InVEST模型蓝碳模块对我国东海区典型海岸带蓝碳生态系统1992—2022年的时空分布特征以及碳储量开展评估。结果... 为了开展以红树林、盐沼等为代表的海岸带蓝碳生态系统固碳能力研究,基于多源多时相Landsat遥感影像,利用随机森林算法,结合InVEST模型蓝碳模块对我国东海区典型海岸带蓝碳生态系统1992—2022年的时空分布特征以及碳储量开展评估。结果表明:1992—2022年,东海区海岸带中养殖区面积>光滩面积>盐沼湿地面积>红树林湿地面积;水产养殖区在东海区沿海均有分布,红树林主要分布在泉州湾等地区;盐沼和光滩主要分布在长江口杭州湾区域;水产养殖区主要向水体和耕地转化,光滩主要向水产养殖区和水体转化,盐沼和红树林主要向水产养殖区转化;1992—2022年,东海区典型海岸带蓝碳生态系统总储存量呈总体上升趋势,平均年增长速率为1.26 TgC/年,净碳固定值总量为41.61 TgC。研究结果可为东海区海岸带制定减排增汇措施,提高固碳能力,应对全球气候变化提供决策支持与科学服务。 展开更多
关键词 海岸带蓝碳生态系统 土地覆被 碳储量 Google Earth Engine InVEST模型 东海区
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基于多时相Sentinel-1/2的酿酒葡萄地块识别方法 被引量:1
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作者 张雪纯 陈启帆 +2 位作者 付镝 房玉林 苏宝峰 《农业工程学报》 北大核心 2025年第5期126-134,共9页
为探究多时相Sentinel-1和Sentinel-2影像对酿酒葡萄地块识别的影响,该研究选取宁夏回族自治区3个主要的酿酒葡萄种植区域(永宁县、西夏区和青铜峡市)开展酿酒葡萄地块识别研究,其中永宁县和西夏区为测试区,青铜峡市验证区。基于Google ... 为探究多时相Sentinel-1和Sentinel-2影像对酿酒葡萄地块识别的影响,该研究选取宁夏回族自治区3个主要的酿酒葡萄种植区域(永宁县、西夏区和青铜峡市)开展酿酒葡萄地块识别研究,其中永宁县和西夏区为测试区,青铜峡市验证区。基于Google earth engine(GEE)云平台的Sentinel-1/2影像数据和shuttle radar topography mission(SRTM)数字高程数据提取光谱特征、纹理特征、植被指数特征、极化特征和地形特征,构建7种不同的特征组合方案,选取最优特征组合方案对酿酒葡萄地块进行识别,并绘制研究区域的酿酒葡萄空间分布图。结果表明:与单独使用Sentinel-1和Sentinel-2影像特征组合相比,结合使用Sentinel-1/2影像特征可以改善酿酒葡萄的识别效果;与单时相特征组合识别结果相比,多时相特征组合也可提高酿酒葡萄的识别精度。在7种不同的特征组合方案中,优选特征组合识别酿酒葡萄结果最优,其中测试区的总体精度、Kappa系数、用户精度、生产者精度分别为95.46%、0.94、93.33%、95.06%;酿酒葡萄提取面积与统计年鉴中的面积相比,相对误差约为9.47个百分点。验证区的总体精度、Kappa系数、用户精度、生产者精度分别为91.89%、0.89、89.00%、95.93%;酿酒葡萄提取面积与统计年鉴中的面积相比,相对误差约为8.15个百分点。该研究可为基于多时相遥感影像进行酿酒葡萄分类和识别研究提供参考。 展开更多
关键词 遥感 图像识别 酿酒葡萄 随机森林 Google Earth Engine
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考虑极化与地形特征的GEE海南岛红树林树种精细化分类 被引量:1
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作者 薛志泳 李尉尉 +2 位作者 田震 朱明杰 朱建华 《自然资源遥感》 北大核心 2025年第2期274-284,共11页
基于多时序遥感影像数据(Sentinel-1/2)和数字高程模型(digital elevation model, DEM)及Google Earth Engine (GEE)平台,考虑Sentinel-1极化特征和DEM地形特征在红树林树种间的作用,在海南岛大范围尺度实现了2016年、2019年和2022年红... 基于多时序遥感影像数据(Sentinel-1/2)和数字高程模型(digital elevation model, DEM)及Google Earth Engine (GEE)平台,考虑Sentinel-1极化特征和DEM地形特征在红树林树种间的作用,在海南岛大范围尺度实现了2016年、2019年和2022年红树林范围、种间分布的动态监测。相比只利用Sentinel-2数据进行树种识别,在增加极化特征或地形特征后分类精度分别提高了3.34百分点和3.35百分点;同时增加极化和地形特征对于红树林种间分类更加有效,分类精度提高了4.07百分点,可以更精准提取不同树种信息。监测结果表明:2016年、2019年和2022年海南岛红树林面积分别为3 628.738 hm^(2),3 634.129 hm^(2)和3 881.212 hm^(2),6 a内红树林总体呈增加趋势,年均变化率为1.127%。种群变化方面:东寨港红树林北部以角果木、红海榄为优势种,南部以海莲为优势种;八门湾北部河口处以海莲为优势种,文教河口处树种丰富性较高;新英湾、花场湾和马袅港红树林的优势种在6 a内由角果木、红海榄变为秋茄、榄李,且湾口出现无瓣海桑扩散趋势;新盈港优势种从红海榄逐步被榄李替代;东方的秋茄范围逐渐扩大;三亚的树种基本保持稳定,增长区域的树种以角果木为主。该研究方法可提高红树林树种识别精度,监测结果可精细化分析树种演变过程,为红树林保护政策的制定提供支撑。 展开更多
关键词 红树林 Google Earth Engine 红树林树种 海南岛
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黄河三角洲典型湿地植被的遥感监测 被引量:2
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作者 端木雪妍 拾兵 《水利水运工程学报》 北大核心 2025年第2期24-37,共14页
湿地植被是黄河三角洲生态系统的重要组成,然而植被分布混杂,且光谱特征相近,还有可能由于不定期被水体淹没导致同种地物之间光谱差异较大,遥感分类识别工作难度较大,效率也有待提升。基于Google Earth Engine(GEE)云计算平台,结合Harmo... 湿地植被是黄河三角洲生态系统的重要组成,然而植被分布混杂,且光谱特征相近,还有可能由于不定期被水体淹没导致同种地物之间光谱差异较大,遥感分类识别工作难度较大,效率也有待提升。基于Google Earth Engine(GEE)云计算平台,结合Harmonic Analysis of Time Series(HANTS)算法提取植被物候特征确定了植被分布提取的最优时相,利用实地勘测数据和多源遥感影像,设计了4种分类方案,采用机器学习算法实现2016—2023年各年多时相植被分类制图。分类总体精度均在93.38%以上,Kappa系数均高于0.92,其中采用面向对象分类加上雷达极化特征的方案所得分类结果精度最高,尤其是在芦苇和互花米草的区分上,精度均超过97%,碱蓬低于前两者,但精度也近92%。对多年植被时空演变特征进行分析,发现互花米草面积由35.6 km^(2)持续增加至52.2 km^(2),刈割后大幅降低至不足10 km^(2),芦苇面积随互花米草变化呈先降后升趋势,面积最小时仅有74.3 km^(2),碱蓬面积波动下降;芦苇和碱蓬分布与河道走向基本一致,刈割遏制了互花米草向保护区南侧的扩张且整体清除效果较好,整体植被生长演变状况受人类活动影响较大。应用本文方法获取典型植被的分布范围,有着精确度高、运算速度快、占用内存小的优点,适用于黄河三角洲湿地植被监测,可为该地区生态保护和高质量发展提供理论依据。 展开更多
关键词 黄河三角洲 湿地植被识别 物候提取 Google Earth Engine 面向对象分类
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