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基于深度学习的热带水稻种植区域遥感智能提取方法研究——以海南省海口市为例 被引量:3
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作者 王春晓 邢增招 +5 位作者 卢金莎 曹飞 孙建欣 蔡晓靓 刘晓娟 熊小青 《遥感技术与应用》 CSCD 北大核心 2024年第5期1106-1114,共9页
水稻是我国重要的粮食作物,海南是我国主要的热带水稻种植与育种区域之一。目前海南热带区域水稻种植监测存在自动化程度低、人工工作量大,以及准确率不高的问题。以海南省海口市为实验区域,基于吉林一号、北京二号、WorldView、高景一... 水稻是我国重要的粮食作物,海南是我国主要的热带水稻种植与育种区域之一。目前海南热带区域水稻种植监测存在自动化程度低、人工工作量大,以及准确率不高的问题。以海南省海口市为实验区域,基于吉林一号、北京二号、WorldView、高景一号等高分辨率多光谱卫星遥感影像,结合外业核查信息,建立了海南热带区域一套多源、多尺度的高分辨率多光谱水稻种植区样本库,并利用DeepLab-V3+卷积神经网络模型进行训练,提出了热带区域水稻种植区域遥感智能解译方法。实验结果显示基于DeepLab-V3+卷积神经网络模型的水稻智能提取准确率达到了81.9%,召回率为86.7%。结果表明:利用解译样本库训练的卷积神经网络模型可以准确提取热带水稻种植区域,该方法可为采用高分辨率多光谱遥感影像提取热带区域水稻种植区提供新的方法参考。 展开更多
关键词 深度学习 卷积神经网络 水稻提取 多光谱 热带区域
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Effect of puerarin on matrix metalloproteinase-2 in human fetal scleral fibroblasts treated with low frequency electromagnetic fields 被引量:3
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作者 Huang Zhu xiaojing cai Xianqun Fan 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2013年第5期664-668,共5页
OBJECTIVE:To study the effect of puerarin on matrix metalloproteinase-2(MMP-2)gene and protein expression in human fetal scleral fibroblasts(HFSFs)exposed to extremely low frequency electromagnetic fields(ELF-EMF).MET... OBJECTIVE:To study the effect of puerarin on matrix metalloproteinase-2(MMP-2)gene and protein expression in human fetal scleral fibroblasts(HFSFs)exposed to extremely low frequency electromagnetic fields(ELF-EMF).METHODS:Cultured HFSFs were exposed to 0.2mT ELF-EMF for 24 h.The experimental groups were divided into subgroups treated with 0,0.1,1and 10μM puerarin respectively.The expression of MMP-2 mRNA and protein were detected with real-time polymerase chain reaction and western-blot analysis respectively.RESULTS:MMP-2 mRNA and protein expression increased by 0.793 and 1.130 folds respectively under the exposure of ELF-EMFs at 0.2 mT flux density for24 h.Puerarin at the concentration of 0.1μM reversed this effect by 8.53%in mRNA and by 17.97%in protein expression(P<0.05).The effect was more prominent at higher concentrations(1 and 10μM,P<0.01).CONCLUSION:Exposure to ELF-EMFs increased the expression of MMP-2 mRNA and protein in HFSF cells.Puerarin reversed the action to some extent in a specific concentration range.Our results implied that the puerarin might protect scleral tissue from increased expression induced by exposure to ELF-EMFs. 展开更多
关键词 Puerarin Matrix metalloproteinase 2 Electromagnetic fields Sclera Fibroblast
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Interface models for thin interfacial layers
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作者 xiaojing cai Jinquan XU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2016年第6期707-724,共18页
There have already been several interface models for the analyses of thin interfacial layers in bonded materials. To distinguish their corresponding advantages or limitations, a comparative study is carried out, and a... There have already been several interface models for the analyses of thin interfacial layers in bonded materials. To distinguish their corresponding advantages or limitations, a comparative study is carried out, and a new constitutive-based interface model is proposed. Through numerical examinations, the limitations of typical models are clarified. It is found that the new interface model is an efficient and accurate model, by which both the traction and the displacement jumps across the modelled interface with the thickness of zero are allowed, and the stresses within the interracial layer can also be analyzed. 展开更多
关键词 BONDING interface model interfacial layer
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Intermittent hypoxia aggravates asthma inflammation via NLRP3/IL-1β-dependent pyroptosis mediated by HIF-1α signalling pathway
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作者 Ling Zhou Huojun Zhang +10 位作者 Lu Liu Fengqin Zhang Lingling Wang Pengdou Zheng Zhenyu Mao Xiaoyan Zhu Guisha Zi Lixiang Chen xiaojing cai Huiguo Liu Wei Liu 《Chinese Medical Journal》 2025年第14期1714-1729,共16页
Background:Asthma is a common chronic inflammatory airway disease and intermittent hypoxia is increasingly recognized as a factor that may impact disease progression.The present study investigated whether intermittent... Background:Asthma is a common chronic inflammatory airway disease and intermittent hypoxia is increasingly recognized as a factor that may impact disease progression.The present study investigated whether intermittent hypoxia(IH)could aggravate asthma by promoting hypoxia-inducible factor-1α(HIF-1α)/nucleotide-binding oligomerization domain(NOD)-like receptor pyrin domain-containing protein 3(NLRP3)/interleukin(IL)-1β-dependent pyroptosis and the inflammatory response and further elucidated the underlying molecular mechanisms involved.Methods:A total of 49 patients diagnosed with severe bronchial asthma and diagnosed by polysomnography were enrolled at Tongji Hospital,Tongji Medical College of Huazhong University of Science and Technology,between January 2022 and December 2022,and their general data and induced sputum were collected.BEAS-2B cells were treated with IL-13 and subjected to IH.An ovalbumin(OVA)-treated mouse model was also used to assess the effects of chronic intermittent hypoxia(CIH)on asthma.Pyroptosis,the inflammatory response,and related signalling pathways were assessed in vivo and in vitro.Results:In this study,as the apnoea and hypopnea index(AHI)increased,the proportion of patients with uncontrolled asthma increased.The proportions of neutrophils and the levels of IL-6,IL-8,HIF-1αand NLRP3 in induced sputum were related to the AHI.NLRP3-mediated pyroptosis,which could be mediated by the HIF-1αsignalling pathway,was activated in IL-13 plus IH-treated BEAS-2B cells and in the lungs of OVA/CIH mice.HIF-1αdownregulation significantly reduced lung pyroptosis and ameliorated neutrophil inflammation by modulating the NLRP3/IL-1βpathway both in vitro and in vivo.Similarly,pretreatment with LW6,an inhibitor of HIF-1α,effectively blocked the generation of inflammatory cytokines in neutrophils.In addition,administration of the NLRP3 activator nigericin obviously increased lung neutrophil inflammation.Conclusions:Obstructive sleep apnoea–hypopnea syndrome(OSAHS)is a risk factor for asthma exacerbation.IH aggravates neutrophil inflammation in asthma via NLRP3/IL-1β-dependent pyroptosis mediated by the HIF-1αsignalling pathway,which should be considered a potential therapeutic target for the treatment of asthma with OSAHS. 展开更多
关键词 Intermittent hypoxia INFLAMMATION ASTHMA NOD-like receptor pyrin domain-containing protein 3(NLRP3) Hypoxia-inducible factor-1α(HIF-1α) INTERLEUKIN-1Β
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