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The Scientific Impotence of Modern Seismology. Causes of Decline and Necessary Measures for the Revival of Earthquake Science
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作者 Serguei Bychkov 《Open Journal of Earthquake Research》 2025年第1期1-6,共6页
It is widely recognized by many within the scientific community that the field of seismology faces challenges in aligning with established scientific practices for studying earthquakes. Some views may suggest a relian... It is widely recognized by many within the scientific community that the field of seismology faces challenges in aligning with established scientific practices for studying earthquakes. Some views may suggest a reliance on methods that resemble divination rather than sound scientific inquiry. Despite efforts to understand seismic phenomena over the past three centuries [1], progress in seismology has been perceived as somewhat stagnant. Criticisms have been raised about certain theories, such as Mr. Reid’s Elastic Recoil theory from 1910 [2], and its purported advancements in comprehending seismic processes. While acknowledging various perspectives on this matter [3]-[7], it is important to reflect on the historical context and potential limitations in our understanding. Addressing concerns raised within the discipline involves examining educational practices and fostering a rigorous academic environment to promote scientific excellence. This article aims to explore the underlying factors contributing to the current state of seismology, offering insights into overcoming challenges and fostering advancements that benefit the scientific community and society as a whole. 展开更多
关键词 earthquake SEISMOLOGY Elastic Recoil earth Sciences
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Application of modified two-point hedging policy in groundwater resources planning in the Kashan Plain Aquifer
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作者 Marzie Ghorbaniaghdam Hossein Khozeymehnezhad +1 位作者 Mohsen Pourreza bilondi Hoda Ghasemie 《Journal of Groundwater Science and Engineering》 2025年第1期62-73,共12页
Effective management of water resources,especially groundwater,is crucial and requires a precise understanding of aquifer characteristics,imposed stresses,and the groundwater balance.Simulation-optimization models pla... Effective management of water resources,especially groundwater,is crucial and requires a precise understanding of aquifer characteristics,imposed stresses,and the groundwater balance.Simulation-optimization models plays a vital role in guiding planners toword sustainable long-term aquifer exploita-tion.This study simulated monthly water table variations in the Kashan Plain over a ten-year period from 2008 to 2019 across 125 stress periods using the GMS model.The model was calibrated for both steady-state and transient conditions for the 2008–2016 period and validated for the 2016–2019 period.Results indicated a 4.4 m decline in groundwater levels over the 10-year study period.Given the plain's location in a arid climatic zone with limited effective precipitation for aquifer recharge,the study focused on ground-water extraction management.A modified two-point hedging policy was employed as a solution to mitigate critical groundwater depletion,reducing the annual drawdown rate from 0.44 m to 0.31 m and conserving 255 million cubic meters(mcm)of water annually.Although this approach slightly decreased reliability(i.e.the number of months meeting full water demands),it effectively minimized the risk of severe droughts and irreparable damages.This policy offers managers a dynamical and intelligent tool for regulating groundwater extraction,balancing aquifer sustainability with agricultural and urban water requirements. 展开更多
关键词 Calibration GMS Groundwater simulation-optimization model Modified two-point hedging policy Sustainable operation
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Geography Education and Earth Science:Bridging Concepts in Chinese High School Teaching
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作者 Jizhao Ding Yan Gao 《Journal of Contemporary Educational Research》 2025年第2期123-130,共8页
The teaching of earth science in Chinese senior high school geography has faced significant challenges,particularly in the compulsory module“The History of the Earth.”Despite being part of the 2019 curriculum reform... The teaching of earth science in Chinese senior high school geography has faced significant challenges,particularly in the compulsory module“The History of the Earth.”Despite being part of the 2019 curriculum reform,current teaching practices often fail to emphasize the geographical nature of the subject,instead treating it as a mix of geology,biology,and historical facts.This paper addresses this challenge by proposing a framework that maintains a geographical focus while teaching earth science concepts.The framework consists of three integrated approaches.First,it introduces a structured method for teaching geological time through an“Eon→Era→Period→Year”progression,helping students build a comprehensive understanding of temporal scales from a geographical perspective.Second,it demonstrates how to effectively use the“Trade Space for Time”method alongside stratigraphic analysis,enabling students to connect spatial and temporal aspects of geographical phenomena.Third,it develops geographical thinking by following the logical pathway of“Fossil→Biology→Environment,”ensuring that biological evidence is interpreted within a geographical context.For successful implementation,the paper recommends two key strategies:managing interdisciplinary content while maintaining geography’s core focus,and emphasizing geographical characteristics throughout specific teaching content.This approach ensures that“The History of the Earth”fulfills its role in developing students’geographical literacy while contributing to their broader understanding of earth science within China’s senior high school curriculum. 展开更多
关键词 earth science education Senior high school geography History of the earth Teaching objectives Teaching implementation
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Geochemical characteristics and source analysis of rare earth elements in Qinghai Lake sediments
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作者 Guangying Li Yingyi Meng +3 位作者 Jinhan Zhou Di Ming Lijun Dai Lingqing Wang 《Acta Geochimica》 2025年第2期231-246,共16页
This study investigates the distribution,geochemical behavior,and potential anthropogenic influences of rare earth elements(REEs)in the surface sediments of Qinghai Lake,the largest saline lake in China.A total of 36 ... This study investigates the distribution,geochemical behavior,and potential anthropogenic influences of rare earth elements(REEs)in the surface sediments of Qinghai Lake,the largest saline lake in China.A total of 36 surface sediment samples were analyzed for REE concentrations with a combination of self-organizing maps(SOM)and positive matrix factorization(PMF).Results indicate distinct enrichment patterns,with light REEs(LREEs)exhibiting higher concentrations than heavy REEs(HREEs),reflecting natural abundances and geochemical behaviors.The minimum value was found in Lu as low as 0.091 mg/kg,and the maximum concentration was exhibited in Ce at 78.877 mg/kg.Geoaccumulation index(I_(geo))analysis reveals minor to moderate enrichment of specific REEs of Sm and Nd,suggesting possible localized anthropogenic inputs,particularly near river mouths.Spatial analysis using inverse distance weighting(IDW)and self-organizing maps(SOM)highlights significant correlations between REE distributions and riverine inputs,underscoring fluvial transport's role in sedimentary REE dynamics.PMF identifies mixed natural and anthropogenic sources,with agricultural and industrial activities contributing to elevated REE levels in sediment.These findings provide critical insights into the geochemical behavior of REEs in saline lake systems and off er a foundation for pollution control and sustainable resource management in sensitive environments like Qinghai Lake. 展开更多
关键词 Rare earth elements Qinghai Lake SEDIMENTS Anthropogenic impact SOURCES
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Evaluating the accuracy of earth rotation parameters based on the BDS observations
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作者 Chenxiang Wang Pengfei Zhang +3 位作者 Tengxu Zhang Ziyu Shen Jizhang Sang Wenbin Shen 《Geodesy and Geodynamics》 2025年第1期87-98,共12页
The Bei Dou satellite system(BDS)has progressed with the full operationalization of the secondgeneration regional system(BDS-2)and the third-generation global system(BDS-3).This technology plays a crucial role in dete... The Bei Dou satellite system(BDS)has progressed with the full operationalization of the secondgeneration regional system(BDS-2)and the third-generation global system(BDS-3).This technology plays a crucial role in determining Earth Rotation Parameters(ERPs).In this study,we determine the ERPs based on the observations of BDS-2,BDS-3 and BDS-2+BDS-3,with the time spanning from August18,2022,to August 18,2023.The IERS EOP 20C04 series is used as a reference to evaluate the accuracy of the ERP estimates.We analyze the impact of different numbers of reference stations,polyhedron volumes,observation arc lengths,satellite types,and satellite systems on solving ERPs using BDS-2 and BDS-3 observation data provided by the International GNSS Service(IGS)stations.When selecting a specific satellite type,it is necessary to choose an appropriate observation arc length based on different numbers of reference stations while maximizing the volume of the formed polyhedron to achieve optimal efficiency and accuracy in parameter estimation.When both the number of reference stations and observation arc length are fixed,higher precision of the ERPs can be achieved using observations from MEO than MEO+IGSO and MEO+IGSO+GEO.Moreover,when considering only IGSO and MEO satellites as options for analysis purposes,BDS-3 provides higher accuracy compared to BDS-2.In summary,when using BDS for ERP estimation and MEO satellite observations with the same observation arc length,selecting stations from reference stations with larger polyhedral volumes can significantly improve the efficiency and accuracy of parameter estimation. 展开更多
关键词 earth rotation parameters Polyhedron volume Observation arc length BDS-2 BDS-3
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Very Low Earth Orbit Satellites Promise Greater Resolution...and Less Privacy
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作者 Chris Palmer 《Engineering》 2025年第3期6-8,共3页
In February 2025,a startup satellite manufacturer,Albedo(Broomfield,CO,USA)is expected to launch its first satellite,Clarity-1,into orbit aboard SpaceX’s Transporter-13,a Falcon 9 rideshare mission[1].Like many imagi... In February 2025,a startup satellite manufacturer,Albedo(Broomfield,CO,USA)is expected to launch its first satellite,Clarity-1,into orbit aboard SpaceX’s Transporter-13,a Falcon 9 rideshare mission[1].Like many imaging satellites,Clarity-1’s mis-sion will be to take high-resolution aerial photos for clients in var-ious economic sectors including agriculture,insurance,energy,mapping,utilities,and defense.What makes this satellite unique is both its industry-leading 10 cm spatial resolution and its extre-mely low orbit of 200 km,far closer to Earth than the 450 km or higher orbits of most of its peers with similar missions. 展开更多
关键词 imaging satellitesclarity s spatial resolution high resolution imaging satellites low earth orbit aerial photos
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Erratum to:Formation mechanism of electroless plating nickel-based composite coating on highly active rare earth magnesium alloys and its corrosion resistance and adhesion performance
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作者 WANG Bo LI Jia-wei +3 位作者 XIE Zhi-hui LIU Kang XU Tao YU Gang 《Journal of Central South University》 2025年第2期692-692,共1页
Because of an unfortunate mistake by authors,the Project(5227010679)of Foundation item was wrong.The corrected Project is shown as follows:Project(52271073).
关键词 adhesion performance electroless plating highly active rare earth magnesium alloys nickel based composite coating corrosion resistance
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Estimation of foam(surfactant)consumption in earth pressure balance tunnel boring machine using statistical and soft-computing methods
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作者 Vahid Amirkiyaei Mohammad Hossein Kadkhodaei Ebrahim Ghasemi 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期2276-2290,共15页
The use of foam,as the most economical soil conditioning technique,in earth pressure balance tunnel boring machine(EPB-TBM)tunneling projects has significant effects on operation efficiency,excavation cost,and operati... The use of foam,as the most economical soil conditioning technique,in earth pressure balance tunnel boring machine(EPB-TBM)tunneling projects has significant effects on operation efficiency,excavation cost,and operation time.This study mainly focuses on developing models to predict the foam(surfactant)consumption.For this purpose,five empirical models are developed based on a database containing 11048 datasets of real-time foam consumption from three EPB-TBM tunneling projects in Iran.This database includes the most effective machine operational parameters and soil geomechanical properties on the foam consumption.Multiple linear regression analysis,multiple non-linear regression analysis,M5Prime decision tree,artificial neural network,and least squares support vector machine techniques are used to construct the models.To evaluate the performance of developed models,three performance evaluation criteria(including normalized root mean square error,variance account for,and coefficient of determination)are used based on the training and testing datasets.The results show that the developed models have high performance and their validity is guaranteed according to the testing dataset.Furthermore,the M5Prime model,which demonstrates the best performance compared to other models,is applied to predict the foam consumption in 19 excavation rings of Kohandezh station in Isfahan metro,Iran.After conducting an excavation operation in this station and comparing the results,it was found that the M5Prime model accurately predicts foam consumption with an average error of less than 13%.Therefore,the developed models,particularly M5Prime model,can be confidently applied in EPB-TBM tunneling projects for predicting foam consumption with a low error rate. 展开更多
关键词 TUNNELING Soil conditioning Foam(surfactant)consumption earth pressure balance tunnel boring machine(EPB-TBM) Field investigations Empirical models
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基于Google Earth Engine的1985~2023年蒙古国地表水体的时空变化分析
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作者 廖堂宏 哈斯巴干 《红外》 2025年第1期45-52,共8页
水是人类社会发展生产的基础资源。随着遥感技术与云计算技术的不断发展,谷歌地球引擎(Google Earth Engine,GEE)平台成为了大规模和长期的地表水体分析与制图的重要手段。采用Landsat 5TM和Landsat 8OLI卫星数据,分析了1985~2023年6月... 水是人类社会发展生产的基础资源。随着遥感技术与云计算技术的不断发展,谷歌地球引擎(Google Earth Engine,GEE)平台成为了大规模和长期的地表水体分析与制图的重要手段。采用Landsat 5TM和Landsat 8OLI卫星数据,分析了1985~2023年6月至9月的蒙古国地表水体的时空变化特征。研究结果表明,1985~2023年蒙古国地表水体的面积呈下降趋势,稳定水体面积从15547.71km2缩减至14452.13km^(2)。其中,大型水体保持相对稳定,主要是小型湖泊和河流发生变化。本文的分析结果为深入了解蒙古国的生态环境变化提供了重要的基础,并为准确预测蒙古国未来的水资源和环境变化以及水资源的有效管理和保护提供了方向。 展开更多
关键词 地表水体 Landsat卫星 谷歌地球引擎 时空分布 蒙古国
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基于Google earth engine渭-库绿洲果园遥感提取 被引量:1
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作者 盛艳芳 买买提·沙吾提 +1 位作者 何旭刚 李荣鹏 《江苏农业学报》 CSCD 北大核心 2024年第1期103-111,共9页
针对干旱区果园大面积遥感提取困难、识别精度低等问题,本研究基于GEE(Google earth engine)平台,综合应用Sentinel-1/Sentinel-2影像构建特征集。通过对比原始特征组合、Jeffries-Matusita(J-M)距离、属性重要度3种优化方式,结合随机森... 针对干旱区果园大面积遥感提取困难、识别精度低等问题,本研究基于GEE(Google earth engine)平台,综合应用Sentinel-1/Sentinel-2影像构建特征集。通过对比原始特征组合、Jeffries-Matusita(J-M)距离、属性重要度3种优化方式,结合随机森林(Random forest,RF)分类方法,对比得到最佳优化方式,探索果园最优分类特征集。结果表明:识别效果最好的方案为G17 JM,总体精度为91.25%,kappa系数为0.89,面积精度为82.55%。最优特征集为B8_asm、B8_ent、B8_idm、NDVI re3、B6、B7、a、e、b、EVI、B11、B8A、B8、VV。使用J-M距离进行特征集优化,有效降低数据量、提高计算效率,更有利于精确遥感识别果园种植面积。表明GEE快速、准确获取果园种植面积的可行性,为获取果园动态变化提供强有力的基础。 展开更多
关键词 Google earth engine(GEE) 特征优化 J-M距离 特征集
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基于GEOVIS Earth Studio的高中地理教学案例开发——以“河流地貌”为例 被引量:1
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作者 陈奕文 吕红梅 +1 位作者 杨广斌 李亦秋 《地理教学》 北大核心 2024年第2期42-46,共5页
信息技术与教学的融合发展是教育改革发展的方向,地理信息技术在教育信息化2.0时代给地理教育提供了丰富的教学资源,可有效提高教学效果。本文通过挖掘GEOVIS Earth Studio平台在地理教学中的功能优势,构建其教学应用模式,以人教版必修... 信息技术与教学的融合发展是教育改革发展的方向,地理信息技术在教育信息化2.0时代给地理教育提供了丰富的教学资源,可有效提高教学效果。本文通过挖掘GEOVIS Earth Studio平台在地理教学中的功能优势,构建其教学应用模式,以人教版必修《地理1》“河流地貌”为例阐明平台操作过程并进行案例教学设计,创新地理教学技术手段,促进中学地理教学的信息化进程。 展开更多
关键词 GEOVIS earth Studio 高中地理 虚拟动画 河流地貌
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基于GoogleEarthEngine的黄土高原植被覆盖度时空变化特征分析 被引量:6
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作者 姚楠 董国涛 薛华柱 《水土保持研究》 CSCD 北大核心 2024年第1期260-268,共9页
[目的]探究黄土高原植被覆盖度变化的时空特征,揭示植被对气候因子变化的时滞效应,进而为地区生态保护与高质量发展提供数据支撑。[方法]基于2001年至2020年的黄土高原地区NDVI数据、气温和降水数据,利用像元二分法、一元线性回归和时... [目的]探究黄土高原植被覆盖度变化的时空特征,揭示植被对气候因子变化的时滞效应,进而为地区生态保护与高质量发展提供数据支撑。[方法]基于2001年至2020年的黄土高原地区NDVI数据、气温和降水数据,利用像元二分法、一元线性回归和时滞偏相关分析等方法,开展地区植被与气候因子变化关系的研究。[结果]过去20年间,黄土高原植被覆盖度以0.076/10 a的速率增加,在空间上主要呈现极显著增加,但占总面积38.29%的区域植被覆盖变化波动较大。黄土高原月植被覆盖度与气温和降水呈现显著正相关关系,其中降水是影响植被变化的主要因素。植被对降水的响应滞后时间主要集中在3个月,而气温的滞后时间在空间上存在较大差异,东南部植被主要滞后0至1个月,而西北部植被主要滞后2至3个月。[结论]黄土高原植被变化主要受降水影响,20年间植被恢复情况良好,但变化波动较大,未来应继续生态保护工作进行巩固。 展开更多
关键词 植被覆盖度 GEE 时滞相关 气候变化 黄土高原
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基于Google Earth Engine遥感大数据云平台的盐城盐沼植被精细分类研究 被引量:2
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作者 吕林 易文彬 +3 位作者 崔丹丹 王楠 张东 谢正磊 《海洋通报》 CAS CSCD 北大核心 2024年第1期114-126,共13页
江苏省自1982年开始引种互花米草以来,滨海盐沼植被景观格局发生了巨大变化,芦苇和互花米草面积不断增长,挤占了碱蓬生态位,破坏了生态系统平衡。滨海盐沼湿地是三大蓝碳生态系统之一,具有高固碳和缓解温室效应的生态功能。利用遥感云... 江苏省自1982年开始引种互花米草以来,滨海盐沼植被景观格局发生了巨大变化,芦苇和互花米草面积不断增长,挤占了碱蓬生态位,破坏了生态系统平衡。滨海盐沼湿地是三大蓝碳生态系统之一,具有高固碳和缓解温室效应的生态功能。利用遥感云平台手段监测滨海盐沼植被时空动态变化规律,可为滨海盐沼湿地生态系统保护以及修复提供科学支撑。本文选取植被类型丰富的江苏沿海地区为研究区,基于Google Earth Engine(GEE)平台,选取2000-2020年的Landsat 5、Landsat 7、Landsat 8以及Sentinel-2影像,提出了一种湿地植被提取方法。首先,构建盐城盐沼湿地地表覆盖分类体系,选取样本点,计算特征指数,进行地物分类;然后,利用时间谐波分析法对盐沼植被归一化植被指数(NDVI)变化特征进行分析,确定三类盐沼植被的物候差异;最后,基于物候特征,利用随机森林(Random Forest,RF)分类法提取盐城滨海湿地盐沼植被地表覆盖信息。结果表明:(1)相较传统监测方法,本文所构建的滨海盐沼植被精细化提取方法能够对滨海盐沼植被进行有效细分和监测;(2)2000-2020年,芦苇和互花米草面积呈扩张趋势,碱蓬面积不断缩减;(3)盐城三种典型盐沼植被NDVI值呈现不同变化特征;(4)降水对盐沼植被生长的影响较为显著,气温对盐沼植被生长的直接影响较小。研究结果可为盐城盐沼湿地自然遗产保护以及湿地生态可持续发展提供科学支撑。 展开更多
关键词 Google earth Engine 盐沼植被 特征提取 随机森林分类法 时间谐波分析
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基于Google Earth Engine的八门湾红树林年际变化监测
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作者 薛志泳 田震 +1 位作者 朱建华 赵阳 《自然资源遥感》 CSCD 北大核心 2024年第2期279-286,共8页
该文基于Google Earth Engine(GEE)云平台,选择Landsat系列卫星数据,采用支持向量机(support vector machines,SVM)分类方法对八门湾地区进行地物类型分类,并基于分类结果监测该地区红树林年际变化。结果表明:红树林与陆地树木之间除红... 该文基于Google Earth Engine(GEE)云平台,选择Landsat系列卫星数据,采用支持向量机(support vector machines,SVM)分类方法对八门湾地区进行地物类型分类,并基于分类结果监测该地区红树林年际变化。结果表明:红树林与陆地树木之间除红外波段外反射光谱曲线极其相似,利用红外波段特征指数并结合地形数据可进行有效区分,分类结果总体精度达到0.91;研究区红树林存在先减少后增加的变化趋势,在2009—2013年减少,2014—2016年基本保持不变,2017—2021年缓慢增加,红树林增加和坑塘减少时期是在“南红北柳”政策颁布之后,说明退塘还林政策成效显著;红树林主要是和坑塘相互变化转移,说明毁林造塘和退塘还林是影响该地区红树林变化的重要因素。红树林年际变化监测结果可以精细化分析红树林演变过程,并能精确量化红树林与其他土地类型的转化过程,从而在经济、政策上分析红树林演变因素,更有效地保护红树林。 展开更多
关键词 红树林 Google earth Engine 年际变化监测 八门湾
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Ecological environmental quality evaluation and driving factor analysis of the Lijiang River Basin,based on Google Earth Engine 被引量:1
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作者 WEI Xi YANG Dazhi +2 位作者 CAI Xiangwen SHAO Ya TANG Xiangling 《中国生态农业学报(中英文)》 CAS CSCD 北大核心 2024年第9期1592-1608,共17页
For regional ecological management,it is important to evaluate the quality of ecosystems and analyze the underlying causes of ecological changes.Using the Google Earth Engine(GEE)platform,the remote sensing ecological... For regional ecological management,it is important to evaluate the quality of ecosystems and analyze the underlying causes of ecological changes.Using the Google Earth Engine(GEE)platform,the remote sensing ecological index(RSEI)was calculated for the Lijiang River Basin in Guangxi Zhuang Autonomous Region for 1991,2001,2011,and 2021.Spatial autocorrelation analysis was employed to investigate spatiotemporal variations in the ecological environmental quality of the Lijiang River Basin.Furthermore,geographic detectors were used to quantitatively analyze influencing factors and their interaction effects on ecological environmental quality.The results verified that:1)From 1991 to 2021,the ecological environmental quality of the Lijiang River Basin demonstrated significant improvement.The area with good and excellent ecological environmental quality in proportion increased by 19.69%(3406.57 km^(2)),while the area with fair and poor ecological environmental quality in proportion decreased by 10.76%(1860.36 km^(2)).2)Spatially,the ecological environmental quality of the Lijiang River Basin exhibited a pattern of low quality in the central region and high quality in the periphery.Specifically,poor ecological environmental quality characterized the Guilin urban area,Pingle County,and Lingchuan County.3)From 1991 to 2021,a significant positive spatial correlation was observed in ecological environmental quality of the Lijiang River Basin.Areas with high-high agglomeration were predominantly forests and grasslands,indicating good ecological environmental quality,whereas areas with low-low agglomeration were dominated by cultivated land and construction land,indicating poor ecological environmental quality.4)Annual average precipitation and temperature exerted the most significant influence on the ecological environmental quality of the basin,and their interactions with other factors had the great influence.This study aimed to enhance understanding of the evolution of the ecological environment in the Lijiang River Basin of Guangxi Zhuang Autonomous Region and provide scientific guidance for decision-making and management related to ecology in the region. 展开更多
关键词 Ecological environmental quality Remote sensing ecological index Driving factor Google earth Engine Lijiang River Basin
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基于Google Earth Engine的前郭县春季农田覆膜提取
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作者 邓韵谣 李晓洁 任建华 《地理科学》 CSSCI CSCD 北大核心 2024年第8期1417-1425,共9页
本文基于Google Earth Engine(GEE)云平台,综合考虑光学影像的波段反射率、光谱指数特征和雷达影像的极化、纹理特征,分别构建仅使用光学特征、仅使用雷达特征以及光学和雷达特征组合3种特征输入组合;根据精度确定最佳输入特征后,分别... 本文基于Google Earth Engine(GEE)云平台,综合考虑光学影像的波段反射率、光谱指数特征和雷达影像的极化、纹理特征,分别构建仅使用光学特征、仅使用雷达特征以及光学和雷达特征组合3种特征输入组合;根据精度确定最佳输入特征后,分别结合机器学习中的分类与回归树、支持向量机、最小距离分类法、梯度提升树和随机森林5种方法建立覆膜提取模型,依据结果精度评估不同方法的性能,并基于最优化模型提取出最终的覆膜农田面积。结果表明:①最佳输入特征为波段反射率特征+光谱指数特征+极化特征+纹理特征;②采用随机森林方法建立的模型精度最高,研究区I的总体精度达到了95.84%,Kappa系数为0.95,地物错分率为1.2%,明显优于其他4种方法(地物错分率较分类与回归树、支持向量机、最小距离和梯度提升树法降低0.8%、7.3%、38.0%和0.3%),研究区II的验证精度达到了87.84%,证明该模型在覆膜提取中可以取得更加准确的结果;③使用本文方法得到2022年研究区I覆膜农田面积为1302.48 km2,估算地膜使用量约为7585.62 t。本文综合考虑光学和雷达影像在地物识别中的特点建立模型,可以准确、高效的识别农田地膜,掌握地膜面积,对环境治理与防治具有重要意义。 展开更多
关键词 覆膜 Google earth Engine 特征提取 随机森林 支持向量机 分类与回归树 最小距离 梯度提升树
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基于Google Earth Engine的洱海流域建成区范围及生态质量变化分析
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作者 郑舒元 陈星宇 +1 位作者 海燕 王建雄 《湖北农业科学》 2024年第2期199-204,共6页
以洱海流域为研究区,借助Google Earth Engine云平台,利用Landsat 8 OLI系列影像,合成研究区域的增强的指数型建筑指数(EIBI)并对洱海流域建成区进行提取,再对研究区域遥感生态指数进行合成,通过对建成区范围与流域范围内遥感生态指数... 以洱海流域为研究区,借助Google Earth Engine云平台,利用Landsat 8 OLI系列影像,合成研究区域的增强的指数型建筑指数(EIBI)并对洱海流域建成区进行提取,再对研究区域遥感生态指数进行合成,通过对建成区范围与流域范围内遥感生态指数进行空间相关分析,从而对2014—2021年洱海流域及其建成区进行生态评估。结果表明,EIBI可有效增强建筑信息,使用EIBI可有效、准确地提取研究区域建成区,经过EIBI提取,洱海流域2014—2021年建成区扩张面积共14.712 km2;2014—2021年洱海流域生态明显改善,遥感生态指数增加0.008,其上升速率为0.001/年,流域内超过65%的区域生态得到改善;洱海流域建成区与生态未得到改善区域大致匹配,建成区经过生态修复后生态质量未见显著提升,且建成区生态质量呈逐年下降趋势,说明建成区对环境改善具有阻力。 展开更多
关键词 洱海流域 增强的指数型建筑指数 遥感生态指数 Google earth Engine 流域环境
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Biomedical rare-earth magnesium alloy:Current status and future prospects 被引量:1
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作者 Mingli Yang Cheng Chen +5 位作者 Dongsheng Wang Yinjin Shao Wenhao Zhou Cijun Shuai Youwen Yang Xinghai Ning 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第4期1260-1282,共23页
Biomedical magnesium(Mg)alloys have garnered significant attention because of their unique biodegradability,favorable biocompatibility,and suitable mechanical properties.The incorporation of rare earth(RE)elements,wit... Biomedical magnesium(Mg)alloys have garnered significant attention because of their unique biodegradability,favorable biocompatibility,and suitable mechanical properties.The incorporation of rare earth(RE)elements,with their distinct physical and chemical properties,has greatly contributed to enhancing the mechanical performance,degradation behavior,and biological performance of biomedical Mg alloys.Currently,a series of RE-Mg alloys are being designed and investigated for orthopedic implants and cardiovascular stents,achieving substantial and encouraging research progress.In this work,a comprehensive summary of the state-of-the-art in biomedical RE-Mg alloys is provided.The physiological effects and design standards of RE elements in biomedical Mg alloys are discussed.Particularly,the degradation behavior and mechanical properties,including their underlying action are studied in-depth.Furthermore,the preparation techniques and current application status of RE-Mg alloys are reviewed.Finally,we address the ongoing challenges and propose future prospects to guide the development of high-performance biomedical Mg-RE alloys. 展开更多
关键词 Magnesium alloy Rare earth elements Biodegradation behavior Mechanical performance Biological properties
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A comprehensive review of lunar lava tube base construction and field research on a potential Earth test site 被引量:1
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作者 Yujie Feng Peng-Zhi Pan +3 位作者 Xuhai Tang Zhaofeng Wang Yuxin Li Altaf Hussain 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第9期1201-1216,共16页
The Moon,as the closest celestial body to the Earth,plays a pivotal role in the progression of deep space exploration,and the establishment of research outposts on its surface represents a crucial step in this mission... The Moon,as the closest celestial body to the Earth,plays a pivotal role in the progression of deep space exploration,and the establishment of research outposts on its surface represents a crucial step in this mission.Lunar lava tubes are special underground caves formed by volcanic eruptions and are considered as ideal natural shelters and scientific laboratories for lunar base construction.This paper begins with an in-depth overview of the geological origins,exploration history,and distribution locations of lunar lava tubes.Subsequently,it delves into the presentation of four distinctive advantages and typical concepts for constructing bases within lava tubes,summarizing the ground-based attempts made thus far in lunar lava tube base construction.Field studies conducted on a lava tube in Hainan revealed rock compositions similar to those found during the Apollo missions and clear lava tube structures,making it a promising analog site.Lastly,the challenges and opportunities encountered in the field of geotechnical engineering regarding the establishment of lunar lava tube bases are discussed,encompassing cave exploration technologies,in-situ testing methods,geomechanical properties under lunar extreme environments,base design and structural stability assessment,excavation and reinforcement techniques,and simulated Earth-based lava tube base. 展开更多
关键词 Lunar lava tube Lunar base construction Extraterrestrial cave exploration earth analog site
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基于Google Earth Engine和Sentinel-2数据的耕地分类研究
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作者 宋朝阳 史尚渝 +2 位作者 王飞 赵玉龙 刘元昊 《西北农林科技大学学报(自然科学版)》 CSCD 北大核心 2024年第11期132-141,154,共11页
【目的】采用遥感影像对不同种类农作物耕地进行高效精准的分类,以期获取最优的农作物种植信息提取方案,为农业生产提质增效提供决策支持。【方法】以陕西省宝鸡市扶风县为研究区,利用Google Earth Engine(GEE)平台,基于2020年10月至202... 【目的】采用遥感影像对不同种类农作物耕地进行高效精准的分类,以期获取最优的农作物种植信息提取方案,为农业生产提质增效提供决策支持。【方法】以陕西省宝鸡市扶风县为研究区,利用Google Earth Engine(GEE)平台,基于2020年10月至2021年12月的Sentinel-2影像和目视解译与野外定位相结合选取的样本点,使用随机森林(random forest,RF)算法,结合归一化植被指数(normalized difference vegetation index,NDVI)、增强植被指数(enhanced vegetation index,EVI)、物候参数特征、遥感影像红边波段,且将根据NDVI计算出的物候参数的波段记为N,根据EVI计算出的物候参数的波段记为E,引入红边波段记为1,未引入红边波段记为2,在此基础上构建了8种不同的分类模型(NDVI-N1、EVI-E1、N1、E1、NDVI-N2、EVI-E2、N2、E2),并与4种样本分割比例(训练样本数与检验样本数的比例分别为5∶5,6∶4,7∶3和8∶2)组合,共计32种分类方案,利用这些方案对扶风县的不同种类农作物耕地进行分类,并计算了不同分类方案的总体精度和Kappa系数。【结果】(1)经S-G滤波法处理后,6种地物类型的NDVI和EVI时序曲线噪声减小且更为平滑,且NDVI和EVI曲线差异明显。(2)在32种分类方案中,只有样本分割比例为7∶3时的EVI-E1模型、EVI-E2模型和样本分割比例为6∶4时E2模型的总体精度高于90%,说明在扶风地区用EVI分类效果更好一些。(3)在样本分割比例为7∶3的情况下,EVI-E1模型的总体精度和Kappa系数均最高,分别为91.66%和89.41%,为最优分类方案。但是在该方案中引入红边波段后,其总体精度下降了1.18%,Kappa系数下降了1.53%,可知运用该分类方案时应剔除红边波段。(4)运用最优分类方案对小麦地、玉米地、土豆地的提取结果与实际调查情况大致相同。【结论】基于GEE平台和Sentinel-2数据实现了对县域级农作物种植面积的精确分类,可为扶风县农业生产提供决策支持。 展开更多
关键词 农作物分类 Sentinel-2 随机森林算法 Google earth Engine 扶风县
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