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岩石种类智能识别研究的Faster R-CNN方法 被引量:2
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作者 柳小波 王怀远 王连成 《现代矿业》 CAS 2019年第5期60-64,共5页
为实现岩石种类的智能化识别,对橄榄岩、玄武岩、大理岩、片麻岩、砾岩、石灰岩图像进行数据扩增处理,在FasterR-CNN深度学习目标检测框架下,采用简化VGG16为基础特征提取网络,对岩石图像进行特征提取和特征学习,进而训练成岩石种类区... 为实现岩石种类的智能化识别,对橄榄岩、玄武岩、大理岩、片麻岩、砾岩、石灰岩图像进行数据扩增处理,在FasterR-CNN深度学习目标检测框架下,采用简化VGG16为基础特征提取网络,对岩石图像进行特征提取和特征学习,进而训练成岩石种类区分识别模型。通过验证,模型对6张单类岩石图像识别均正确且分类概率均大于96%。对多类岩石混合图像区分识别效果良好,大部分分类概率超过80%且定位准确。模型能够很好地将图像特征相似、有遮挡的岩石种类区分识别出来,证明模型的鲁棒性和泛化能力较强。 展开更多
关键词 FasterR-CNN 简化VGG16 图像特征 岩石种类 区分识别
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岩石的破岩方式及凿岩合金牌号的选择
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作者 刘华平 余立新 《凿岩机械气动工具》 2012年第3期6-11,共6页
介绍了岩石种类及破岩方式,指出了凿岩用硬质合金的选择原则。新锐公司针对不同地层和钻进方式开发出了相适应的牌号,并通过多次现场试验考核,各牌号合金的进尺达到了国内先进水平。
关键词 凿岩 硬质合金 岩石种类 潜孔钻头 低钴粗晶合金
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岩石矿物分析工作的经验和体会 被引量:2
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作者 鲁鲲 《企业技术开发(下旬刊)》 2014年第9期69-70,共2页
随着地质学的不断发展,以及对矿产资源需求的增加,岩石矿物分析鉴定越来越受重视。文章首先介绍了岩石矿物分类,然后对其分析鉴定流程进行了分析。
关键词 岩石矿物种类 分析鉴定 经验和体会 工作评价 地质学
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外掺氧化镁混凝土自生体积变形影响因素的试验研究 被引量:8
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作者 黄寿良 杨富亮 马芳 《中国水利水电科学研究院学报》 北大核心 2016年第1期53-59,共7页
通过长达6年龄期,对外掺氧化镁混凝土自生体积变形的观测,了解氧化镁掺量、粉煤灰掺量、水胶比和岩石种类对自生体积变形的影响。试验结果表明,混凝土自生体积变形随氧化镁掺量的增加而增大;随粉煤灰掺量的增加早期变形增大,后期降低;... 通过长达6年龄期,对外掺氧化镁混凝土自生体积变形的观测,了解氧化镁掺量、粉煤灰掺量、水胶比和岩石种类对自生体积变形的影响。试验结果表明,混凝土自生体积变形随氧化镁掺量的增加而增大;随粉煤灰掺量的增加早期变形增大,后期降低;不同水胶比对自生体积变形的影响主要在早期,1年后变形基本相当;不同岩石种类对自生体积变形有显著的影响。为外掺氧化镁混凝土研究和应用提供参考。 展开更多
关键词 自生体积变形 氧化镁 粉煤灰 掺量 水胶比 岩石种类
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怎样组织考察课
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作者 杨先富 《湖北教育(科学课)》 1998年第Z1期29-29,共1页
考察课在小学阶段有几次,即考察岩石、考察水域的污染等。我们学校座落在有山有水的近郊,岩石种类丰富,历年来都坚持了就近考察。我是这样做的。 一、预选考察点。考察前根据考察内容和目的,选择考察点。事先可预选二三个,并对考察点进... 考察课在小学阶段有几次,即考察岩石、考察水域的污染等。我们学校座落在有山有水的近郊,岩石种类丰富,历年来都坚持了就近考察。我是这样做的。 一、预选考察点。考察前根据考察内容和目的,选择考察点。事先可预选二三个,并对考察点进行实地考察后,选择出最有代表意义的,考察的内容最全面的考察点。并对该点考察的安全性、所需时间等全面了解。 展开更多
关键词 岩石种类 前根 小学阶段 行实 察目 所需时间 所需工具 水域 生活安排 学校
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Birds in rocky habitats of the Tatra Mountains (Carpathians): species diversity and multiple ecological relationships
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作者 Michal CIACH Filip KOWALSKI 《Journal of Mountain Science》 SCIE CSCD 2016年第6期1078-1084,共7页
Rocky habitats are regarded as biodiversity hot-spots. Along with high species diversity, diverse ecological relationships can be observed in these habitats. Large groups of bird species use rocks in various ways: as... Rocky habitats are regarded as biodiversity hot-spots. Along with high species diversity, diverse ecological relationships can be observed in these habitats. Large groups of bird species use rocks in various ways: as perching/roosting sites, breeding or foraging habitats, information exchange sites, display arenas or as sources of minerals and water. Because of the inaccessibility of these environments, their role and importance to animals has been underestimated. We evaluated the use of rocky habitats by birds in the Tatra Mountains (49°13′N; 19°57′E, Carpathians, central Europe). Rocky habitats were used by 29 bird species, eight of which used cliffs directly (i.e. for nesting, foraging or resting). The number of species recorded as using cliffs was correlated with the surface area of the cliff face. A total of 2o forms of rocky habitat use were recorded, in five behavioural categories: vocalization, foraging, perching, flight and nesting. Prevailing behaviours were flying by a rock face, circling above the face, and vocalization on a tree/shrub growing next to a rock. Rocks provide a nesting habitat for specialized petrophilic species and permit the existence of numerous ecological relations between species and habitats. The results of this study show that rocky habitats support the diversity of ecological relationships. 展开更多
关键词 Bird community Rock CLIFF Mountains Alpine species Ecological relationships
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The Effect of Tree Species on the Chemical Properties of Soil in the Rehabilitation of a Limestone Quarry at Athi River, Kenya
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《Journal of Environmental Science and Engineering(A)》 2017年第4期178-187,共10页
A comparison of field performance of Acacia xanthophloea, Schinus molle, Casuarina equisetifolia and Gravellia robusta plant species was made in an exhausted limestone quarry, backfilled with limestone mine waste in a... A comparison of field performance of Acacia xanthophloea, Schinus molle, Casuarina equisetifolia and Gravellia robusta plant species was made in an exhausted limestone quarry, backfilled with limestone mine waste in a semi-arid area in Athi River, Kenya. The aim of the study was to determine if the tree species had an influence on the soil chemical properties. The soil had alkaline pH ranging from 8.0 to 8.98, low nitrogen content (〈 0.03%), moderate phosphorus concentrations ranging from 44.15 ppm to 21.33 ppm and high to moderate exchangeable cations (Na, Ca, Mg and K). All the tree species exerted a positive influence on soil properties necessary for plant growth. The pH values and total phosphorus were relatively lower in soils close to the trees (0.5 m) and increased with distance from the trees, while the soil values for total nitrogen and exchangeable cations were relatively higher close to the trees. C. equisetifolia had the best growth performance and a higher positive influence on the soil chemical properties necessary for plant growth followed by A. xanthophloea. It was concluded that trees should remain a feature of quarry rehabilitation because of their role in maintaining the biophysical environment. 展开更多
关键词 MINING soils chemical properties REHABILITATION tree species limestone quarry.
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