针对香菇育种过程中表型性状考察困难、人工测量费时费力的问题,提出一种适用于Jetson Orin Nano平台部署的香菇菌棒表型测量方法。使用手机和工业相机对3种不同数据来源的香菇菌棒进行图像采集,标注香菇菌落数据集并进行增强;比较了Bis...针对香菇育种过程中表型性状考察困难、人工测量费时费力的问题,提出一种适用于Jetson Orin Nano平台部署的香菇菌棒表型测量方法。使用手机和工业相机对3种不同数据来源的香菇菌棒进行图像采集,标注香菇菌落数据集并进行增强;比较了Bisenet、Stdcseg、U-net、Deeplabv3p、PP-liteseg 5个分割模型在Test-A、Test-B和Test-C测试集上的分割效果,结果表明PP-liteseg的普适性优于其他网络,PP-liteseg分割模型在3个测试集上的平均交并比超过97.53%,平均像素准确率高于99.49%,推理单幅图像耗时660 ms;为进一步平衡模型准确性和实时性,采用量化蒸馏方式对PP-liteseg模型进行压缩,并部署到Jetson Orin Nano平台上,压缩后的模型在Test-B测试集上的平均交并比和平均像素准确率分别为97.50%和99.51%,推理单幅图像耗时43.63 ms,比压缩前缩短近64%;采用PP-liteseg分割香菇菌棒图像,提取菌落表型,再根据菌落径向长度和轴向宽度得到菌丝生长长度,与人工测量值相比,菌丝生长长度平均绝对百分比误差、均方根误差和决定系数分别为1.874%、0.148 cm、0.918;采用该方法测量了6个菌株在连续4 d内的菌丝生长长度,结果表明,6个菌株的菌丝生长速度无论在单日还是在整个培养期内均有差异,其中49号和168号菌株差异最大。研究表明,本文方法适用于香菇菌棒表型测量,并能够以良好的准确性和实时性在Jetson Orin Nano平台上运行。展开更多
Nanolipid carriers and traditional emulsion containing chemical sunscreens were prepared using emulsification combined with ultrasonic technology.The nanolipid carriers showed superior performance in sunscreen encapsu...Nanolipid carriers and traditional emulsion containing chemical sunscreens were prepared using emulsification combined with ultrasonic technology.The nanolipid carriers showed superior performance in sunscreen encapsulation,slow release and skin impermeability,and provided an excellent nanolipid slow-release encapsulation system for sunscreens.As observed by transmission electron microscopy,the nanolipid carriers were spherical shape,with smooth surface and uniform distribution,and the particle sizes were mainly concentrated in the range of 230 to 250 nm without agglomeration.The nanolipid carriers significantly improved the sunscreen performance through the synergistic effect of scattering and chemical absorption,and showed better UV stability than traditional sunscreen,indicating their photoprotective function.In vitro release experiments showed that the nano-lipidic carriers exhibited better release control when loaded with octyl methoxycinnamate(OMC)and butylmethoxydibenzoylmethane(BDFM)sunscreens than traditional traditional emulsions,with the cumulative release rate of OMC in the nano-lipidic carriers decreasing by 17.17% to 30.24% within 12 hours,and that of BDFM decreasing by 26.67% to 44.67%.26.67% to 44.16%.The results of the in vitro permeation experiment further confirmed that the nanolipid carriers could effectively encapsulate the sunscreens and prevent them from penetrating the skin barrier,thus reducing the skin irritation.Compared with traditional traditional emulsion,the cumulative penetration of OMC in nanostructured lipid carriers was 2.24μg/cm^(2)in 4 hours,while the cumulative penetration was reduced by 68.05%.The cumulative penetration of BDFM in the nanostructured lipid carrier was 3.24μg/cm^(2),with a 64.04%reduction in cumulative penetration.展开更多
建立Sin-QuECh ERS Nano-超高效液相色谱串联质谱法测定坚果中吡噻菌胺酰胺类杀菌剂残留的方法。采用电喷雾正离子模式下多反应监测(MRM)模式进行检测,外标法定量。结果表明,吡噻菌胺在质量浓度10~500μg/L内具有良好的线性关系,R2>0...建立Sin-QuECh ERS Nano-超高效液相色谱串联质谱法测定坚果中吡噻菌胺酰胺类杀菌剂残留的方法。采用电喷雾正离子模式下多反应监测(MRM)模式进行检测,外标法定量。结果表明,吡噻菌胺在质量浓度10~500μg/L内具有良好的线性关系,R2>0.999。在0.25,0.50,2.50μg/kg 3个加标水平下,回收率为92.3%~117.0%,RSD<4.0%(n=6),定量限(LOQ)0.25μg/kg,使用该方法对进口坚果、超市售坚果和小摊贩售坚果进行检测,发现阳性样品检出率为1.0%,小摊贩售样阳性样品检出率高达4.0%。该方法前处理快速简单、灵敏度和准确度高,可满足坚果中吡噻菌胺残留检测的要求。展开更多
文摘针对香菇育种过程中表型性状考察困难、人工测量费时费力的问题,提出一种适用于Jetson Orin Nano平台部署的香菇菌棒表型测量方法。使用手机和工业相机对3种不同数据来源的香菇菌棒进行图像采集,标注香菇菌落数据集并进行增强;比较了Bisenet、Stdcseg、U-net、Deeplabv3p、PP-liteseg 5个分割模型在Test-A、Test-B和Test-C测试集上的分割效果,结果表明PP-liteseg的普适性优于其他网络,PP-liteseg分割模型在3个测试集上的平均交并比超过97.53%,平均像素准确率高于99.49%,推理单幅图像耗时660 ms;为进一步平衡模型准确性和实时性,采用量化蒸馏方式对PP-liteseg模型进行压缩,并部署到Jetson Orin Nano平台上,压缩后的模型在Test-B测试集上的平均交并比和平均像素准确率分别为97.50%和99.51%,推理单幅图像耗时43.63 ms,比压缩前缩短近64%;采用PP-liteseg分割香菇菌棒图像,提取菌落表型,再根据菌落径向长度和轴向宽度得到菌丝生长长度,与人工测量值相比,菌丝生长长度平均绝对百分比误差、均方根误差和决定系数分别为1.874%、0.148 cm、0.918;采用该方法测量了6个菌株在连续4 d内的菌丝生长长度,结果表明,6个菌株的菌丝生长速度无论在单日还是在整个培养期内均有差异,其中49号和168号菌株差异最大。研究表明,本文方法适用于香菇菌棒表型测量,并能够以良好的准确性和实时性在Jetson Orin Nano平台上运行。
文摘Nanolipid carriers and traditional emulsion containing chemical sunscreens were prepared using emulsification combined with ultrasonic technology.The nanolipid carriers showed superior performance in sunscreen encapsulation,slow release and skin impermeability,and provided an excellent nanolipid slow-release encapsulation system for sunscreens.As observed by transmission electron microscopy,the nanolipid carriers were spherical shape,with smooth surface and uniform distribution,and the particle sizes were mainly concentrated in the range of 230 to 250 nm without agglomeration.The nanolipid carriers significantly improved the sunscreen performance through the synergistic effect of scattering and chemical absorption,and showed better UV stability than traditional sunscreen,indicating their photoprotective function.In vitro release experiments showed that the nano-lipidic carriers exhibited better release control when loaded with octyl methoxycinnamate(OMC)and butylmethoxydibenzoylmethane(BDFM)sunscreens than traditional traditional emulsions,with the cumulative release rate of OMC in the nano-lipidic carriers decreasing by 17.17% to 30.24% within 12 hours,and that of BDFM decreasing by 26.67% to 44.67%.26.67% to 44.16%.The results of the in vitro permeation experiment further confirmed that the nanolipid carriers could effectively encapsulate the sunscreens and prevent them from penetrating the skin barrier,thus reducing the skin irritation.Compared with traditional traditional emulsion,the cumulative penetration of OMC in nanostructured lipid carriers was 2.24μg/cm^(2)in 4 hours,while the cumulative penetration was reduced by 68.05%.The cumulative penetration of BDFM in the nanostructured lipid carrier was 3.24μg/cm^(2),with a 64.04%reduction in cumulative penetration.
文摘建立Sin-QuECh ERS Nano-超高效液相色谱串联质谱法测定坚果中吡噻菌胺酰胺类杀菌剂残留的方法。采用电喷雾正离子模式下多反应监测(MRM)模式进行检测,外标法定量。结果表明,吡噻菌胺在质量浓度10~500μg/L内具有良好的线性关系,R2>0.999。在0.25,0.50,2.50μg/kg 3个加标水平下,回收率为92.3%~117.0%,RSD<4.0%(n=6),定量限(LOQ)0.25μg/kg,使用该方法对进口坚果、超市售坚果和小摊贩售坚果进行检测,发现阳性样品检出率为1.0%,小摊贩售样阳性样品检出率高达4.0%。该方法前处理快速简单、灵敏度和准确度高,可满足坚果中吡噻菌胺残留检测的要求。
