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基于改进COF-YOLO v8n的油茶果静态与动态检测计数方法 被引量:2
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作者 王金鹏 何萌 +1 位作者 甄乾广 周宏平 《农业机械学报》 EI CAS CSCD 北大核心 2024年第4期193-203,共11页
针对自然环境下油茶果存在严重遮挡、近景色、小目标等现象,使用YOLO网络存在检测精度低、漏检现象严重等问题,提出对YOLO v8n网络进行改进。首先使用MPDIOU作为YOLO v8n的损失函数,有效解决因为果实重叠导致的漏检问题;其次调整网络,... 针对自然环境下油茶果存在严重遮挡、近景色、小目标等现象,使用YOLO网络存在检测精度低、漏检现象严重等问题,提出对YOLO v8n网络进行改进。首先使用MPDIOU作为YOLO v8n的损失函数,有效解决因为果实重叠导致的漏检问题;其次调整网络,向其中加入小目标检测层,使网络能够关注小目标油茶以及被树叶遮挡的油茶;最后使用SCConv作为特征提取网络,既能兼顾检测精度又能兼顾检测速度。改进COF-YOLO v8n网络精确率、召回率、平均精度均值分别达到97.7%、97%、99%,比未改进的YOLO v8n分别提高3.2、4.8、2.4个百分点,其中严重遮挡情况下油茶检测精确率、召回率、平均精度均值分别达到95.9%、95%、98.5%,分别比YOLO v8n提高4.0、9.1、4.6个百分点。因此改进后COF-YOLO v8n网络能够明显提高油茶在严重遮挡、近景色、小目标均存在情况下的识别精度,减小油茶的漏检。此外,模型能够实现动、静态输入条件下油茶果计数。动态计数借鉴DeepSORT算法的多目标跟踪思想,将改进后COF-YOLO v8n的识别输出作为DeepSORT的输入,实现油茶果实的追踪计数。所得改进模型具有很好的鲁棒性,且模型简单可以嵌入到边缘设备中,不仅可用于指导自动化采收,还可用于果园产量估计,为果园物流分配提供可靠借鉴。 展开更多
关键词 油茶果 机器视觉 cOF-YOLO v8n 计数 产量估计
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CTRP3联合NT-proBNP对MVD患者发生HHcy的预测价值
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作者 李欣 张明亮 +2 位作者 曲超 邢丽婷 王嵬民 《中国实用医药》 2024年第3期68-71,共4页
目的探讨补体C1q/肿瘤坏死因子相关蛋白3(CTRP3)联合N末端B型利钠肽前体(NT-proBNP)对冠状动脉(冠脉)多支病变(MVD)患者发生高同型半胱氨酸血症(HHcy)的预测价值。方法回顾性分析200例MVD患者的临床资料,根据血浆同型半胱氨酸(Hcy)水平... 目的探讨补体C1q/肿瘤坏死因子相关蛋白3(CTRP3)联合N末端B型利钠肽前体(NT-proBNP)对冠状动脉(冠脉)多支病变(MVD)患者发生高同型半胱氨酸血症(HHcy)的预测价值。方法回顾性分析200例MVD患者的临床资料,根据血浆同型半胱氨酸(Hcy)水平是否>15μmol/L分为高Hcy组(111例)和正常Hcy组(89例)。比较两组基线资料[年龄、性别、冠心病病程、吸烟史、糖尿病病史、高血压病史、体质量指数(BMI)],生化指标(NT-proBNP、尿酸(UA)、甘油三酯(TG)、总胆固醇(TC)、高密度脂蛋白胆固醇(HDL-C)、低密度脂蛋白胆固醇(LDL-C)、Hcy、CTRP3),采用二元Logistic回归分析法分析影响MVD患者发生HHcy危险因素,绘制受试者工作特征(ROC)曲线分析CTRP3联合NT-proBNP对MVD患者发生HHcy的预测效能。结果两组年龄、高血压病史、BMI、UA、TG、TC、HDL-C比较均无统计学差异(P>0.05);高Hcy组男性患者数量70例、冠心病病程(6.66±4.49)年、吸烟史55例、糖尿病病史60例,均大于正常Hcy组的36例、(3.67±2.31)年、28例、17例,NT-proBNP(5234.95±7476.76)pg/ml、LDL-C(3.55±0.95)mmol/L、Hcy(44.75±12.48)μmol/L均高于正常Hcy组的(1296.94±3864.78)pg/ml、(2.95±0.88)mmol/L、(10.58±2.80)μmol/L,CTRP3(65.20±13.61)μg/L低于正常Hcy组的(88.69±14.94)μg/L,两组间比较差异均具有统计学意义(P<0.05)。多因素Logistic回归分析显示:男性[OR=3.745,95%CI=(1.398,10.030)]、糖尿病病史[OR=3.262,95%CI=(1.264,8.417)]、冠心病病程[OR=1.194,95%CI=(1.022,1.394)]、LDL-C[OR=2.254,95%CI=(1.337,3.800)]为导致MVD患者发生HHcy的独立危险因素,而CTRP3[OR=0.902,95%CI=(0.873,0.933)]为其独立保护因素(P<0.05)。ROC曲线结果显示:CTRP3联合NT-proBNP预测MVD患者发生HHcy的AUC为0.901,敏感度为83.8%,特异度为86.5%,优于LDL-C、NT-proBNP或CTRP3单独预测(P<0.05)。结论性别、糖尿病病史、冠心病病程、LDL-C为导致MVD患者发生HHcy的独立危险因素,而CTRP3为其独立保护因素。血清CTRP3联合NT-proBNP可提高MVD患者发生HHcy的预测价值。 展开更多
关键词 冠状动脉多支病变 高同型半胱氨酸血症 n末端B型利钠肽前体 补体c1q/肿瘤坏死因子相关蛋白3 预测价值
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基于YOLO v8n-seg-FCA-BiFPN的奶牛身体分割方法 被引量:3
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作者 张姝瑾 许兴时 +2 位作者 邓洪兴 温毓晨 宋怀波 《农业机械学报》 EI CAS CSCD 北大核心 2024年第3期282-289,391,共9页
奶牛身体部位的精准分割广泛应用于奶牛体况评分、姿态检测、行为分析及体尺测量等领域。受奶牛表面污渍和遮挡等因素的影响,现有奶牛部位精准分割方法实用性较差。本研究在YOLO v8n-seg模型的基础上,加入多尺度融合模块与双向跨尺度加... 奶牛身体部位的精准分割广泛应用于奶牛体况评分、姿态检测、行为分析及体尺测量等领域。受奶牛表面污渍和遮挡等因素的影响,现有奶牛部位精准分割方法实用性较差。本研究在YOLO v8n-seg模型的基础上,加入多尺度融合模块与双向跨尺度加权特征金字塔结构,提出了YOLO v8n-seg-FCA-BiFPN奶牛身体部位分割模型。其中,多尺度融合模块使模型更好地提取小目标几何特征信息,双向跨尺度加权特征金字塔结构实现了更高层次的特征融合。首先在奶牛运动通道处采集奶牛侧面图像作为数据集,为保证数据集质量,采用结构相似性算法剔除相似图像,共得到1 452幅图像。然后对目标奶牛的前肢、后肢、乳房、尾部、腹部、头部、颈部和躯干8个部位进行标注并输入模型训练。测试结果表明,模型精确率为96.6%,召回率为94.6%,平均精度均值为97.1%,参数量为3.3×10^(6),检测速度为6.2 f/s。各部位精确率在90.3%~98.2%之间,平均精度均值为96.3%。与原始YOLO v8n-seg相比,YOLO v8n-seg-FCA-BiFPN的精确率提高3.2个百分点,召回率提高2.6个百分点,平均精度均值提高3.1个百分点,改进后的模型在参数量基本保持不变的情况下具有更强的鲁棒性。遮挡情况下该模型检测结果表明,精确率为93.8%,召回率为91.67%,平均精度均值为93.15%。结果表明,YOLO v8n-seg-FCA-BiFPN网络可以准确、快速地实现奶牛身体部位精准分割。 展开更多
关键词 奶牛 身体部位分割 语义分割 FcABasicBlock BiFPn YOLO v8n
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单原子Al修饰空位缺陷V2C(MXene)对H_(2)气体表面吸附的第一性原理研究 被引量:1
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作者 龚安稳 胡梦晗 +4 位作者 曹宇 刘莹 曾勇谋 莫瀚宁 周晓龙 《原子与分子物理学报》 北大核心 2024年第3期9-16,共8页
基于第一性原理计算方法,对含空位缺陷的V2C(MXene)在不同位点修饰单原子Al的相关性能进行系统研究.研究表明,几何优化后得到含空位缺陷的V2C稳定结构表面能为-3075.53 J/m2,单原子Al修饰本征V2C单原子的吸附能为1.5511eV、单原子Al修... 基于第一性原理计算方法,对含空位缺陷的V2C(MXene)在不同位点修饰单原子Al的相关性能进行系统研究.研究表明,几何优化后得到含空位缺陷的V2C稳定结构表面能为-3075.53 J/m2,单原子Al修饰本征V2C单原子的吸附能为1.5511eV、单原子Al修饰空位缺陷V2C的吸附能为-2.0763 eV,这表明含空位缺陷的V2C,由于单原子Al的修饰可以明显改善晶体结构稳定性.进一步从态密度、分波态密度、吸氢能力研究发现,各体系态密度和分波态密度均出现分波越过费米能级的现象,表现出较强的金属性;V2C吸附H_(2)气体分子吸附能为-7.5867 eV,而空位缺陷V2C和单原子Al修饰空位缺陷V2C两个体系对H_(2)气体分子的吸附能仅为-0.9851 eV、-2.7130 eV,均未能进一步改善V2C对H_(2)气体分子的吸附性能,这对于储氢材料研发提供了一定的理论指导. 展开更多
关键词 MXene v2c 空位缺陷 单原子Al 吸附 第一性原理
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(Cr_(0.87),V_(0.13))_(2)(C,N)含量对WC-10Co硬质合金微观组织及力学性能的影响
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作者 李祥坤 王璐 叶金文 《工具技术》 北大核心 2024年第6期50-55,共6页
通过添加一种新型抑制剂(Cr_(0.87),V_(0.13))_(2)(C,N)制备出室温和高温下均性能优异的WC-10Co硬质合金,并研究(Cr_(0.87),V_(0.13))_(2)(C,N)含量对WC-10Co硬质合金微观组织、室温力学性能和高温硬度的影响。结果表明,添加(Cr_(0.87),... 通过添加一种新型抑制剂(Cr_(0.87),V_(0.13))_(2)(C,N)制备出室温和高温下均性能优异的WC-10Co硬质合金,并研究(Cr_(0.87),V_(0.13))_(2)(C,N)含量对WC-10Co硬质合金微观组织、室温力学性能和高温硬度的影响。结果表明,添加(Cr_(0.87),V_(0.13))_(2)(C,N)具有良好的细化WC晶粒的效果,随着(Cr_(0.87),V_(0.13))_(2)(C,N)含量增加,WC晶粒不断细化,硬度逐渐增加,断裂韧性降低,抗弯强度(TRS)先升高后降低,当(Cr_(0.87),V_(0.13))_(2)(C,N)的添加量为0.6wt.%时,抗弯强度最高为3840.5MPa。抑制剂(Cr_(0.87),V_(0.13))_(2)(C,N)的加入对高温硬度具有积极影响,随着(Cr_(0.87),V_(0.13))_(2)(C,N)含量增加,高温硬度逐渐增加;当(Cr_(0.87),V_(0.13))_(2)(C,N)含量不变时,随着温度升高,硬度逐渐降低。 展开更多
关键词 (cr_(0.87) v_(0.13))_(2)(c n) 微观组织 室温力学性能 高温硬度
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V含量对AlCrTiNbV_(x)N薄膜结构和摩擦学性能影响
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作者 阎红娟 米智丰 +3 位作者 程方赢 司丽娜 豆照良 刘峰斌 《功能材料》 CAS CSCD 北大核心 2024年第10期10064-10070,共7页
为了探究V含量对AlCrTiNbV_(x)N薄膜结构和摩擦学性能的影响,使用磁控溅射仪在304不锈钢基体上制备AlCrTiNbV_(x)N薄膜。使用X射线衍射仪(XRD)、扫描电镜(SEM)等分析薄膜结构,使用纳米压痕仪、材料表面综合测试仪等表征薄膜力学性能和... 为了探究V含量对AlCrTiNbV_(x)N薄膜结构和摩擦学性能的影响,使用磁控溅射仪在304不锈钢基体上制备AlCrTiNbV_(x)N薄膜。使用X射线衍射仪(XRD)、扫描电镜(SEM)等分析薄膜结构,使用纳米压痕仪、材料表面综合测试仪等表征薄膜力学性能和摩擦学性能。结果表明,AlCrTiNbV_(x)N薄膜均呈面心立方结构,在(200)晶面呈择优取向,衍射角向右偏移。AlCrTiNbV_(1.0)N薄膜在(200)晶面的偏移角度最大,晶面间距最小。随着V含量的增加,AlCrTiNbV_(x)N薄膜的硬度和弹性模量先增大后减小,AlCrTiNbV_(x)N的摩擦系数和磨痕宽度先减小后增大。AlCrTiNbV_(1.0)N薄膜具有最大的薄膜硬度和弹性模量,最小的摩擦系数和磨痕宽度,摩擦学性能最好。主要磨损机理为磨粒磨损、粘着磨损和氧化磨损。 展开更多
关键词 AlcrTinbv_(x)n薄膜 磁控溅射 摩擦学性能 硬度 v含量
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Effect of(Cr,V)_(2)(C,N)on the Microstructure and Mechanical Properties of WC-10Co Cemented Carbides
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作者 LI Xiangkun WANG Lu YE Jinwen 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS CSCD 2024年第5期1138-1148,共11页
WC-10Co cemented carbides with finer WC and narrower grain size distributions are produced by using(Cr,V)_(2)(C,N)as grain growth inhibitors.As a result,with the increase of(Cr_(0.9),V_(0.1))_(2)(C,N)and(V_(0.9),Cr_(0... WC-10Co cemented carbides with finer WC and narrower grain size distributions are produced by using(Cr,V)_(2)(C,N)as grain growth inhibitors.As a result,with the increase of(Cr_(0.9),V_(0.1))_(2)(C,N)and(V_(0.9),Cr_(0.1))_(2)(C,N),the grains size of WC and mean free path of Co phase decrease,and adjacency of WC increases.Refinement and homogenization of grains enhance the transverse rupture strength(TRS)and the hardness.Meanwhile,the deflection and bridging of cracks keep the fracture toughness at a respectable level.The WC-10Co-0.6(Cr_(0.9),V_(0.1))_(2)(C,N)-0.025(V_(0.9),Cr_(0.1))_(2)(C,N)cemented carbides exhibit excellent comprehensive mechanical properties with the TRS of 4602.6 MPa,hardness of 1835 kg/mm^(2),and fracture toughness of 10.39 MPa·m^(1/2),respectively.However,the large pores are caused by excess N larger than 0.03 wt%and deteriorates the mechanical properties.We provide a new approach to WC-Co cemented carbides preparation with a narrow grain size distribution by adding novel grain growth inhibitors. 展开更多
关键词 (cr v)_(2)(c n) nutrient content Wc grains size microstructure mechanical properties
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–C≡N functionalizing polycarbonate-based solid-state polymer electrolyte compatible to high-voltage cathodes
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作者 Shuo Ma Yanan Zhang +5 位作者 Donghui Zhang Yating Zhang Wenbin Li Kemeng Ji Zhongli Tang Mingming Chen 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第11期422-431,共10页
Solid-state polymer electrolytes(SPEs) capable of withstanding high voltage are considered to be key for next-generation energy storage devices with inherent safety as well as high energy density.This study involves t... Solid-state polymer electrolytes(SPEs) capable of withstanding high voltage are considered to be key for next-generation energy storage devices with inherent safety as well as high energy density.This study involves the rational design of solid-state-C≡N functionalized P(VEC_1-CEA_(0.3))/LiTFSI@CE SPEs and its synthesis by in-situ free radical polymerization of vinyl ethylene carbonate(VEC) and 2-cyanoethyl acrylate(CEA).In situ polymerization yields electrode/electrolyte interfaces with low interfacial resistance,forming a stable SEI layer enriched with LiF,Li_(3)N,and RCOOLi,ensuring stable Li plating/stripping for over 1400 h.The-C≡N moiety renders the αH on the adjacent αC positively charged,thereby endowing it with the capability to anchor TFSI^(-).Simultaneously,the incorporation of-C≡N moiety diminishes the electron-donating ability of the C=O,C-O-C,and-C≡N functional groups,facilitating not only the ion conductivity enhancement but also a more rapid Li^(+)migration proved by DFT theoretical calculations and Raman spectroscopy.At room temperature,t_(Li+) of 0.60 for P(VEC_1-CEA_(0.3))/LiTFSI@CE SPEs is achieved when the ionic conductivity σ_(Li+)is 2.63×10^(-4) S cm^(-1) and the electrochemical window is expanded to5.0 V.Both coin cells with high-areal-loading cathodes and the 6.5-mAh pouch cell,exhibit stable charge/discharge cycling.At 25℃,the 4.45-V Li|P(VEC_1-CEA_(0.3))/LiTFSI@CE|LiCoO_(2) battery performs stable cycling over 200 cycles at 0.2 C,with a capacity retention of 82.1%. 展开更多
关键词 Lithium-metal batteries HIGH-vOLTAGE Solid-state polymer electrolytes cn In situ polymerization
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Refractive outcomes after V4c Toric collamer lens implantation over 1y of follow-up
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作者 Humberto Carreras-Díaz Josefina Reñones de Abajo +1 位作者 María del Rosario Carreras-Díaz Amalia Lorente-Velázquez 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第7期1322-1330,共9页
AIM:To evaluate refractive outcomes and corneal astigmatism changes after Toric implantable collamer lens with a central port(V4c T-ICL)implantation over 1y of follow-up.METHODS:A retrospective study was performed inc... AIM:To evaluate refractive outcomes and corneal astigmatism changes after Toric implantable collamer lens with a central port(V4c T-ICL)implantation over 1y of follow-up.METHODS:A retrospective study was performed including 50 eyes of 50 patients that underwent V4c T-ICL implantation.Uncorrected(UDVA)and corrected(CDVA)distance visual acuities,refraction,refractive and corneal astigmatism changes and corneal coupling correction were evaluated preoperatively,1 and 12mo postoperatively.Vector analysis was used for astigmatism changes.Coefficient of adjustment(CAdj)was calculated for corneal coupling analysis.RESULTS:The mean UDVA achieved was 0.03 logMAR at 1mo and remained unchanged throughout the whole follow-up(P=0.193).At the last visit,84%of the eyes achieved a CDVA of 0.00 logMAR or better.Regarding spherical equivalent refraction(SEQ),96%of eyes were ranges of±1.00 D and 84%of them within±0.50 D.Also,94%of eyes had a remaining refractive cylinder within±1.00 D and 78%of them within±0.50 D.Both,SEQ and refractive cylinder,remain stable over the postoperative follow-up(P=1.000 and P=0.660,respectively).In terms of surgically induced astigmatism(SIA),no statistically significant differences were found over the follow-up(P=0.102)and under correction was found with a correction index lower than the unit at each visit.A keratometric astigmatism induced of 0.59±0.53(vector mean:0.26×73º)D was reached at the last visit.No significant changes in terms of corneal astigmatism orientation were reported over post-surgery visits(P=0.129 and P=0.097 at 1 and 12mo respectively).No clinical significance was found for CAdj on with-the-rule astigmatism.No postoperative complications resulting from the surgery were found.CONCLUSION:Refractive outcomes suggest that the V4c T-ICL implantation for correction of myopic astigmatism was satisfactory in terms of effectiveness,safety,and stability during 1y of follow-up.Corneal astigmatism induced by the incision around 0.5 D is achieved according to the remaining refractive cylinder found at one-year post-surgery.Corneal coupling analysis results in no unexpected spherical change. 展开更多
关键词 v4c Toric collamer lens corneal astigmatism surgically induced astigmatism corneal coupling
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Effects of tree size and organ age on variations in carbon,nitrogen,and phosphorus stoichiometry in Pinus koraiensis
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作者 Yanjun Wang Guangze Jin Zhili Liu 《Journal of Forestry Research》 SCIE EI CAS CSCD 2024年第3期155-165,共11页
Carbon(C),nitrogen(N),and phosphorus(P)are of fundamental importance for growth and nutrient dynamics within plant organs and deserve more attention at regional to global scales.However,our knowledge of how these nutr... Carbon(C),nitrogen(N),and phosphorus(P)are of fundamental importance for growth and nutrient dynamics within plant organs and deserve more attention at regional to global scales.However,our knowledge of how these nutrients vary with tree size,organ age,or root order at the individual level remains limited.We determined C,N,and P contents and their stoichiometric ratios(i.e.,nutrient traits)in needles,branches,and fine roots at different organ ages(0-3-year-old needles and branches)and root orders(1st-4th order roots)from 64 Pinus koraiensis of varying size(Diameter at breast height ranged from 0.3 to 100 cm)in northeast China.Soil factors were also measured.The results show that nutrient traits were regulated by tree size,organ age,or root order rather than soil factors.At a whole-plant level,nutrient traits decreased in needles and fine roots but increased in branches with tree size.At the organ level,age or root order had a negative effect on C,N,and P and a positive effect on stoichiometric ratios.Our results demonstrate that nutrient variations are closely related to organ-specific functions and ecophysiological processes at an individual level.It is suggested that the nutrient acquisition strategy by younger trees and organ fractions with higher nutrient content is for survival.Conversely,nutrient storage strategy in older trees and organ fractions are mainly for steady growth.Our results clarified the nutrient utilization strategies during tree and organ ontogeny and suggest that tree size and organ age or root order should be simultaneously considered to understand the complexities of nutrient variations. 展开更多
关键词 Tree size Organ age(or root order) carbon(c) nitrogen(n) Phosphorus(P) Pinus koraiensis
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Effects of Vegetation Restoration Age on Soil C:N:P Stoichiometry in Yellow River Delta Coastal Wetland of China
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作者 CAO Qixue WANG Xiajie +7 位作者 CHU Xiaojing ZHAO Mingliang WANG Lianjing SONG Weimin LI Peiguang ZHANG Xiaoshuai XU Shendong HAN Guangxuan 《Chinese Geographical Science》 SCIE CSCD 2024年第6期1045-1059,共15页
Vegetation restoration can alter carbon(C),nitrogen(N),and phosphorus(P)cycles in coastal wetlands affecting C:N:P stoichiometry.However,the effects of restoration age on soil C:N:P stoichiometry are unclear.In this s... Vegetation restoration can alter carbon(C),nitrogen(N),and phosphorus(P)cycles in coastal wetlands affecting C:N:P stoichiometry.However,the effects of restoration age on soil C:N:P stoichiometry are unclear.In this study,we examined the re-sponses of soil C,N,and P contents and their stoichiometric ratios to vegetation restoration age,focusing on below-ground processes and their relationships to aboveground vegetation community characteristics.We conducted an analysis of temporal gradients based on the'space for time'method to synthesize the effects of restoration age on soil C:N:P stoichiometry in the Yellow River Delta wetland of China.The findings suggest that the combined effects of restoration age and soil depth create complex patterns of shifting soil C:N:P stoichiometry.Specifically,restoration age significantly increased all topsoil C:N:P stoichiometries,except for soil total phosphorus(TP)and the C:N ratio,and slightly affected subsoil C:N:P stoichiometry.The effects of restoration age on the soil C:N ratio was well constrained owing to the coupled relationship between soil organic carbon(SOC)and total nitrogen(TN)contents,while soil TP con-tent was closely related to changes in plant species diversity.Importantly,we found that the topsoil C:N:P stoichiometry was signific-antly affected by plant species diversity,whereas the subsoil C:N:P stoichiometry was more easily regulated by pH and electric con-ductivity(EC).Overall,this study shows that vegetation restoration age elevated SOC and N contents and alleviated N limitation,which is useful for further assessing soil C:N:P stoichiometry in coastal restoration wetlands. 展开更多
关键词 coastal wetland restoration age soil c:n:P stoichiometry soil properties plant species diversity Yellow River Delta of china
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Frequency of the C677T Polymorphism of MTHFR, G20210A of Prothrombin and R506Q of Factor V Leiden in Type 2 Diabetics in Abidjan
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作者 N’Guessan-Blao Rebecca Yapo Vincent +3 位作者 Yayo-Ayé Mireille Adjambri Eusèbe Koné-Koné Fatoumata Sawadogo Duni 《Open Journal of Genetics》 CAS 2024年第1期13-25,共13页
In Africa, the prevalence of diabetes is escalating and remains a concern due to the numerous complications it causes. Vascular damage associated with diabetes leads to a prothrombotic state observed in diabetic indiv... In Africa, the prevalence of diabetes is escalating and remains a concern due to the numerous complications it causes. Vascular damage associated with diabetes leads to a prothrombotic state observed in diabetic individuals. Diabetes is a complex and multifactorial disease involving genetic components. With the aim of preventing complications and contributing to an efficient management of diabetes, we investigated genes likely to lead to a risk of thrombosis, in particular the C677T of MTHFR, G20210A of prothrombin, and R506Q of factor V Leiden in type 2 diabetics in Abidjan receiving ambulatory care. A descriptive cross-sectional study was carried out on consenting type 2 diabetic patients. Mutation detection was carried out using the PCR-RFLP method employing restriction enzymes. Hemostasis tests (fibrinogen, D-dimers, fibrin monomers, and von Willebrand factor) were performed using citrate tubes on the Stage? Star Max automated system. Plasminogen activator inhibitor was assayed by ELISA method, and biochemical parameters were determined using the COBAS C311. The study population consisted of 45 diabetic patients, 51.1% of whom presented vascular complications, mainly neuropathy. Disturbances in hemostasis parameters were observed, with 15.5% of patients showing an increase in fibrin monomers. Mutation analysis revealed an absence of factor V mutation (factor V Leiden) and of G20210A mutation of the prothrombin gene. However, 15.6% of subjects had a heterozygous C677T mutation of MTHFR, with 57% of them being anemic. The exploration of biological and genetic factors associated with thrombotic risk is of significant interest in the optimal management of African type 2 diabetics. 展开更多
关键词 Type 2 Diabetes c677T of MTHFR G20210A Factor v Leiden Thrombosis
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Evaluation of Technical Education by Using a Modern Structured MOODLE Laboratory Course, in Relation to Recent Data
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作者 Gerasimos Vlassopoulos George Albert Karikas +4 位作者 Efstathia Papageorgiou Ioannis Psaromiligkos Niki Giannouli Pigi Vlassopoulou Petros Karkalousos 《Journal of Intelligent Learning Systems and Applications》 2024年第3期316-339,共24页
E-learning platforms support education systems worldwide, transferring theoretical knowledge as well as soft skills. In the present study high-school pupils’, and adult students’ opinions were evaluated through a mo... E-learning platforms support education systems worldwide, transferring theoretical knowledge as well as soft skills. In the present study high-school pupils’, and adult students’ opinions were evaluated through a modern structured MOODLE interactive course, designed for the needs of the laboratory course “Automotive Systems”. The study concerns Greek secondary vocational education pupils aged 18 and vocational training adult students aged 20 to 50 years. The multistage, equal size simple random cluster sample was used as a sampling method. Pupils and adult students of each cluster completed structured 10-question questionnaires both before and after attending the course. A total of 120 questionnaires were collected. In general, our findings disclosed that the majority of pupils and adult students had significantly improved their knowledge and skills from using MOODLE. They reported strengthening conventional teaching, using the new MOODLE technology. The satisfaction indices improved quite, with the differences in their mean values being statistically significant. 展开更多
关键词 Information and communication Technologies (IcT) Distance Learning E-Learning Students’ Opinions Education in Greece I.c.T. in Greece STUDEnTS Pupils Adults Adult Students MOODLE MOOc (v.H.S.) vocational High Schools (S.H.v.T.) Schools of Higher vocational Training vOcATIOnAL Profession Interactive Lessons courses Training Laboratory course Secondary Education Automotive Systems car Systems
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莫来石-Ti(C,N)复合材料的制备及其力学性能研究 被引量:1
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作者 陈博 董博 +7 位作者 邓承继 邹起良 丁军 朱万政 王前 张雍 祝洪喜 余超 《陶瓷学报》 CAS 北大核心 2024年第1期133-138,共6页
以TiO_(2)粉、石墨粉、Al/Si/Al_(2)O_(3)复合粉体为原料,在氮气气氛下经1400℃~1600℃保温2 h,采用碳热还原氮化法制备得到莫来石-Ti(C,N)复合材料,研究了烧成温度对复合材料物相组成、微观结构与力学性能的影响。结果表明:经1400℃热... 以TiO_(2)粉、石墨粉、Al/Si/Al_(2)O_(3)复合粉体为原料,在氮气气氛下经1400℃~1600℃保温2 h,采用碳热还原氮化法制备得到莫来石-Ti(C,N)复合材料,研究了烧成温度对复合材料物相组成、微观结构与力学性能的影响。结果表明:经1400℃热处理后,试样的物相组成为Ti(C,N)、SiO_(2)和硅线石。随热处理温度升高至1450℃~1600℃,硅线石消失的同时,试样出现了短柱状莫来石,并与无定形SiO_(2)紧密连接,形成有效的化学结合。当烧成温度为1500℃时,大量开口气孔随颗粒重排、界面移动而消失,材料颗粒间结合较为紧密,气孔数量明显减少,该烧成温度下试样具有最佳综合性能,其体积密度、弹性模量、抗折强度和维氏硬度分别为(3.48±0.02) g·cm-3、(138.5±0.1) GPa、(158.0±0.03) MPa和(21.01±0.01) GPa。 展开更多
关键词 TI(c n) 碳热还原氮化 莫来石 微观结构 力学性能
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指数有界双连续n阶α次积分C半群的扰动 被引量:1
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作者 赵华新 贺凯丽 刘娟娟 《沈阳大学学报(自然科学版)》 CAS 2024年第1期86-90,共5页
利用经典算子半群理论中的研究方法,在指数有界双连续α次积分C半群的基础上,讨论了指数有界双连续n阶α次积分C半群的扰动定理。设A为次生成元的指数有界双连续n阶α次积分C半群{T(t)}_(t≥0),B为界线性算子,A、B、C可交换,则在一定条... 利用经典算子半群理论中的研究方法,在指数有界双连续α次积分C半群的基础上,讨论了指数有界双连续n阶α次积分C半群的扰动定理。设A为次生成元的指数有界双连续n阶α次积分C半群{T(t)}_(t≥0),B为界线性算子,A、B、C可交换,则在一定条件下,C^(-1)(A+B)C_(B)生成双连续n阶α次积分C半群{T_(B)(t)}_(t≥0),并给出T_(B)(t)的表达式,从而推广了n阶α次积分C半群相关的扰动定理。 展开更多
关键词 双连续 n阶α次积分c半群 扰动 指数有界 生成元
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天红2号苹果花芽分化期枝条和叶片碳水化合物含量和C/N变化
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作者 王金鑫 贾林光 +2 位作者 邵建柱 孙建设 彭建营 《河南农业科学》 北大核心 2024年第7期124-132,共9页
以天红2号苹果为试材,研究不同砧木短枝和中枝在花芽分化期间叶片和枝条中碳水化合物含量和C/N变化情况。结果表明,稳产期天红2号苹果成花率不受砧木影响。整个花芽分化期,无论嫁接在SH40中间砧还是八棱海棠乔砧上,在同一枝类中,天红2... 以天红2号苹果为试材,研究不同砧木短枝和中枝在花芽分化期间叶片和枝条中碳水化合物含量和C/N变化情况。结果表明,稳产期天红2号苹果成花率不受砧木影响。整个花芽分化期,无论嫁接在SH40中间砧还是八棱海棠乔砧上,在同一枝类中,天红2号苹果叶片可溶性糖、蔗糖、果糖和氮含量高于枝条,淀粉含量和C/N低于枝条。嫁接在SH40中间砧上的天红2号苹果成花率高的短枝叶片淀粉和果糖含量低于成花率低的中枝叶片,可溶性糖、蔗糖含量和C/N于花芽分化初期至花瓣原基分化期高于中枝叶片,短枝枝条可溶性糖、果糖含量和C/N低于中枝枝条,短枝枝条淀粉含量于花瓣原基分化期前高于中枝枝条;嫁接在八棱海棠乔砧上的天红2号苹果成花率高的短枝叶片可溶性糖、淀粉、果糖含量和C/N低于成花率低的中枝叶片,短枝枝条可溶性糖、果糖含量和C/N低于中枝枝条,短枝枝条淀粉含量于转化期低于中枝枝条。说明碳水化合物含量和C/N的高低对苹果成花不起决定性作用。在整个花芽分化期,叶片中可溶性糖含量呈上升趋势,枝条中淀粉含量和C/N呈波动性上升趋势,说明天红2号苹果花芽形态分化需要碳水化合物和C/N的积累。 展开更多
关键词 苹果 花芽分化 碳水化合物 c/n 叶片 枝条
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基于SAW-YOLO v8n的葡萄幼果轻量化检测方法
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作者 张传栋 高鹏 +1 位作者 亓璐 丁华立 《农业机械学报》 EI CAS CSCD 北大核心 2024年第10期286-294,共9页
葡萄簇幼果果实受背景色、遮挡和光照变化的影响,检测难度大。为了实现对背景色、遮挡和光照变化具有鲁棒性的葡萄簇幼果检测,提出了一种融合随机注意力机制(Shuffle attention,SA)的改进YOLO v8n模型(SAW-YOLO v8n)。通过在YOLO v8n模... 葡萄簇幼果果实受背景色、遮挡和光照变化的影响,检测难度大。为了实现对背景色、遮挡和光照变化具有鲁棒性的葡萄簇幼果检测,提出了一种融合随机注意力机制(Shuffle attention,SA)的改进YOLO v8n模型(SAW-YOLO v8n)。通过在YOLO v8n模型的Neck结构中融入SA机制,增强网络多尺度特征融合能力,提升检测目标的特征信息表示,并抑制其他无关信息,提高检测网络检测精度,在不明显增加网络深度和内存开销的情况下,实现了葡萄簇幼果的高效准确检测;采用基于动态非单调聚焦机制的损失(Wise intersection over union loss,Wise-IoU Loss)作为边界框回归损失函数,加速网络收敛并进一步提高模型的准确率。构建了葡萄簇幼果的数据集GGrape,该数据集由3780幅复杂场景下的葡萄簇幼果图像及对应标注文件组成。通过该数据集对SAW-YOLO v8n模型进行训练和测试。测试结果表明,基于SAW-YOLO v8n的葡萄簇幼果检测算法的精度(Precision,P)、召回率(Recall,R)、平均精度均值(Mean average precision,mAP)和F1值分别为92.80%、91.30%、96.10%和92.04%,检测速度为140.85 f/s,模型内存占用量为6.20 MB。与SSD、YOLO v5s、YOLO v6n、YOLO v7-tiny、YOLO v8n等5个轻量化模型相比,其mAP值分别提高16.06%、1.05%、1.48%、0.84%、0.73%,F1值分别提高24.85%、1.43%、1.43%、1.09%、1.60%,模型内存占用量分别降低93.16%、56.94%、37.63%、47.00%、0,是所有模型中最小的,具有明显的轻量化、高精度优势。讨论了不同遮挡程度和光照条件的葡萄幼果检测,结果表明,基于SAW-YOLO v8n的葡萄幼果检测方法能适应不同遮挡和光照变化,具有良好的鲁棒性。结果表明,SAW-YOLO v8n不仅能满足对葡萄簇幼果检测的高精度、高速度、轻量化的要求,且具有较强的鲁棒性和实时性。 展开更多
关键词 葡萄幼果 疏果 目标检测 shuffle attention YOLO v8n Wise-IoU Loss
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基于改进YOLO v5n的舍养绵羊行为识别方法
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作者 翟亚红 王杰 +3 位作者 徐龙艳 祝岚 原红光 赵逸凡 《农业机械学报》 EI CAS CSCD 北大核心 2024年第4期231-240,共10页
日常行为是家畜健康状况的重要体现,在传统的行为识别方法中,通常需要人工或者依赖工具对家畜进行观察。为解决以上问题,基于YOLO v5n模型,提出了一种高效的绵羊行为识别方法,利用目标识别算法从羊圈斜上方的视频序列中识别舍养绵羊的... 日常行为是家畜健康状况的重要体现,在传统的行为识别方法中,通常需要人工或者依赖工具对家畜进行观察。为解决以上问题,基于YOLO v5n模型,提出了一种高效的绵羊行为识别方法,利用目标识别算法从羊圈斜上方的视频序列中识别舍养绵羊的进食、躺卧以及站立行为。首先用摄像头采集养殖场中羊群的日常行为图像,构建绵羊行为数据集;其次在YOLO v5n的主干特征提取网络中引入SE注意力机制,增强全局信息交互能力和表达能力,提高检测性能;采用GIoU损失函数,减少训练模型时的计算开销并提升模型收敛速度;最后,在Backbone主干网络中引入GhostConv卷积,有效地减少了模型计算量和参数量。实验结果表明,本研究提出的GS-YOLO v5n目标检测方法参数量仅为1.52×10^(6),相较于原始模型YOLO v5n减少15%;浮点运算量为3.3×10^(9),相较于原始模型减少30%;且平均精度均值达到95.8%,相比于原始模型提高4.6个百分点。改进后模型与当前主流的YOLO系列目标检测模型相比,在大幅减少模型计算量和参数量的同时,检测精度均有较高提升。在边缘设备上进行部署,达到了实时检测要求,可准确快速地对绵羊进行定位并检测。 展开更多
关键词 舍养绵羊 智慧养殖 行为识别 注意力机制 YOLO v5n 绵羊数据集
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牙轮钻头Ti(C,N)基金属陶瓷密封配副磨损研究
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作者 周已 雷鑫林 +3 位作者 唐艺凤 王儒晨 颜招强 吴兵 《润滑与密封》 CAS CSCD 北大核心 2024年第7期96-107,共12页
目前牙轮钻头金属密封环通常采用相同的金属材料,其磨损性能不佳,易造成金属密封因磨损严重而失效。为提高金属密封的磨损性能,提出采用Ti(C,N)基金属陶瓷作为牙轮钻头密封副,并开展其与不同材料配副的磨损试验,研究不同摩擦副的摩擦磨... 目前牙轮钻头金属密封环通常采用相同的金属材料,其磨损性能不佳,易造成金属密封因磨损严重而失效。为提高金属密封的磨损性能,提出采用Ti(C,N)基金属陶瓷作为牙轮钻头密封副,并开展其与不同材料配副的磨损试验,研究不同摩擦副的摩擦磨损性能和磨损形式;建立适用于牙轮钻头金属密封材料的数值磨损模型,开展Ti(C,N)基金属陶瓷与不同材料配副的双金属密封性能的数值模拟,基于磨损模型预测使用30 h后不同双金属密封的磨损体积。试验结果表明:当Ti(C,N)基金属陶瓷作为动摩擦副,9CrSi作为静摩擦副时,金属环表面平均磨损体积最小,同时摩擦因数较小,磨损性能更佳。通过试验与仿真数据对比,验证了建立的数值磨损模型适用于双金属密封。仿真结果表明:当Ti(C,N)基金属陶瓷作为动金属环,9CrSi作为静金属环时密封端面磨损体积最小,金属密封磨损性能显著提高,其接触应力最大值为23.243 MPa,能够满足密封要求。 展开更多
关键词 牙轮钻头 TI(c n)基金属陶瓷 密封配副 磨损性能
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BMI指数与老年CHF患者血浆Cys-C、NT-proBNP相关性及评测预后的可行性研究
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作者 王姣 郎月 耿直 《齐齐哈尔医学院学报》 2024年第15期1423-1426,共4页
目的分析体质量指数(Body mass index,BMI)与老年慢性心力衰竭(Chronic heart failure,CHF)患者血浆胱抑素C(cystatinC,Cys-C)、N末端B型利钠肽原(N-terminal pro-B-type natriuretic peptide,NT-proBNP)水平相关性,并分析血浆Cys-C、NT... 目的分析体质量指数(Body mass index,BMI)与老年慢性心力衰竭(Chronic heart failure,CHF)患者血浆胱抑素C(cystatinC,Cys-C)、N末端B型利钠肽原(N-terminal pro-B-type natriuretic peptide,NT-proBNP)水平相关性,并分析血浆Cys-C、NT-proBNP评估老年CHF患者预后价值。方法选择2021年7月—2022年10月在本院接受治疗的192例老年慢性心力衰竭(CHF)患者作为研究对象,按照BMI指数分为肥胖组(49例)、超重组(68例)和正常组(75例)三组。对比各亚组患者血浆Cys-C、NT-proBNP水平差异,采用Pearson相关性分析的方式探究老年CHF患者BMI指数与血浆Cys-C、NT-proBNP相关性,对入组患者实施12个月随访,将患者按照预后情况区分为死亡组和存活组,对比两亚组患者血浆Cys-C、NT-proBNP水平差异并评估预后评估价值。结果肥胖组患者血浆Cys-C、NT-proBNP水平高于超重组,超重组患者血浆Cys-C、NT-proBNP水平高于正常组,差异具有统计学意义(P<0.05);入组老年CHF患者的BMI指数与其血浆Cys-C、NT-proBN水平均呈现明显的正相关性(r=0.7104,P<0.0001)(r=0.6603,P<0.0001);随访12个月显示,死亡组患者的血浆Cys-C、NT-proBNP水平显著高于存活组患者,差异具有统计学意义(P<0.05);血浆Cys-C、NT-proBNP对老年CHF预后评估曲线下面积(area under curv,AUC)为0.6930(P=0.0009)、0.7982(P<0.0001)。结论老年CHF患者随BMI指数升高,血浆Cys-C、NT-proBNP水平逐渐升高,血浆Cys-C、NT-proBNP对老年CHF临床结局具有一定的预测价值,进一步研究有推广应用于老年CHF预后评估潜力。 展开更多
关键词 体质量指数 慢性心力衰竭 胱抑素c n末端B型利钠肽原 相关性 预后评估
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