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| 1 | Cascade conditional generative adversarial nets for spatial-spectral hyperspectral sample generation显示文摘Sample generation is an effective way to solve the problem of the insufficiency of training data for hyperspectral image classification.The generative adversarial network(GAN)is one of the popular deep learning methods,which utilizes adversarial training to generate the region of samples based on the required class label.In this paper,we propose cascade conditional generative adversarial nets for hyperspectral image complete spatial-spectral sample generation,named C2GAN.The C2GAN includes two stages.The stageone model consists of the spatial information generation with a window size that entails feeding random noise and the required class label.The second stage is the spatial-spectral information generation that generates spectral information of all bands in the spatial region by feeding the label regions.The visualization and verification of generated samples based on the Pavia University and Salinas datasets show superior performance,which demonstrates that our method is useful for hyperspectral image classification. | Xiaobo LIU Yulin QIAO Yonghua XIONG Zhihua CAI Peng LIU | 2020 | Science China(Information Sciences)2020，63，4： | 9 |
| 2 | The osmolyte-producing endophyte Streptomyces albidoflavus OsiLf-2 induces drought and salt tolerance in rice via a multi-level mechanism显示文摘Drought and salinity are major environmental stresses that impair crop growth and productivity worldwide. Improving drought and salt tolerance of crops with microbial mutualists is an effective and environmentally sound strategy to meet the demands of the ever-growing world population. In the present study, we found that the Streptomyces albidoflavus Osi Lf-2, a moderately salt-tolerant endophytic actinomycete, produced abundant osmolytes, including proline, polysaccharides, and ectoine. Inoculation with Osi Lf-2 increased the osmotic-adjustment ability of the rice host by increasing the proline content(by250.3% and 49.4%) and soluble sugar(by 20.9% and 49.4%) in rice under drought and salt conditions, relative to the uninoculated control. Osi Lf-2 increased stress responses in the rice host at the physiological and biochemical levels(photosynthesis efficiency, osmolytes and antioxidant content), and the gene level(osmolytes synthesis, stress-responsive and ion-transport related genes), raising rice yields under both greenhouse and saline–alkaline soil conditions. The use of endophytic actinomycetes offers a promising biotechnological approach to developing stress-tolerant plants. | Shuqi Niu Yan Gao Huixian Zi Ying Liu Xuanming Liu Xianqiu Xiong Qingqing Yao Ziwei Qin Ning Chen Liang Guo Yuanzhu Yang Peng Qin Jianzhong Lin Yonghua Zhu | 2022 | The Crop Journal2022，10，2： | 3 |
| 3 | Identification and application of nonlinear dynamic load models显示文摘An alternating least squares approach is developed in this paper to identify the exponential recovery dynamic load model of wide-area power systems. The nonlinear optimization problem is decomposed to two linear least squares problems, and solved in an alternating way. Then, a new algorithm for numerical derivative calculation using discrete Fourier transform is proposed to attenuate the effect of noises in the process of parameter estimation. Based on the estimated dynamic load characteristics, the application on voltage stability is analyzed. Finally, numerical and laboratory examples are conducted to demonstrate the effectiveness of the proposed methods. | Jing YANG Min WU Yong HE Yonghua XIONG | 2013 | 控制理论与应用(英文版)2013，11，2： | 3 |
| 4 | ALGORITHM OF PRETREATMENT ON AUTOMOBILE BODY POINT CLOUD显示文摘作为一整个车辆的点云,身体有大几何尺寸,巨大的数据和严密反向的精确的特点,汽车身体点云上的一个预告的处理算法被提出。登记算法的基本想法基于骨骼点是构造整个车辆模型的骨骼点和分开的点云的标记点,为了寻找在骨骼点和标记之间的印射的关系,用一致三角方法并且到整个车辆点遮蔽使用改进的反复的关上的点( ICP )的火柴指算法。基于距离的平均的方形的根,数据减小算法压缩在三的数据走,计算数据集距离 ins ampling 立方体格子的平均的方形的根,根据从第一步计算的值排序顺序,选采样为百分比。上面的二个算法的精确性被登记和某个轻卡车的整个车辆点云的减小例子证明。 | GAO Feng ZHOU Yu DU Farong QU Weiwei XIONG Yonghua | 2007 | Chinese Journal of Mechanical Engineering2007，20，4： | 2 |
| 5 | Monoclonal antibody-based enzyme-linked immunosorbent assay for detection of total malachite green and crystal violet residues in fishery products显示文摘 | Hengyi Xu Xuelan Chen Liang Guo Jianwen Zhang Weihua Lai ZoraidaP. Aguilar Hua Wei Yonghua Xiong | 2013 | International Journal of Environmental Analytical Chemistry2013，，9： | 2 |
| 6 | SJES14110700111350显示文摘 | Kesheng Wu Liang Guo Wei Xu Hengyi Xu Zoraida P. Aguilar Guomao Xu Weihua Lai Yonghua Xiong Yiqun Wan | 2014 | Talanta2014，，： | 1 |
| 7 | Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management显示文摘This paper develops deep reinforcement learning(DRL)algorithms for optimizing the operation of home energy system which consists of photovoltaic(PV)panels,battery energy storage system,and household appliances.Model-free DRL algorithms can efficiently handle the difficulty of energy system modeling and uncertainty of PV generation.However,discretecontinuous hybrid action space of the considered home energy system challenges existing DRL algorithms for either discrete actions or continuous actions.Thus,a mixed deep reinforcement learning(MDRL)algorithm is proposed,which integrates deep Q-learning(DQL)algorithm and deep deterministic policy gradient(DDPG)algorithm.The DQL algorithm deals with discrete actions,while the DDPG algorithm handles continuous actions.The MDRL algorithm learns optimal strategy by trialand-error interactions with the environment.However,unsafe actions,which violate system constraints,can give rise to great cost.To handle such problem,a safe-MDRL algorithm is further proposed.Simulation studies demonstrate that the proposed MDRL algorithm can efficiently handle the challenge from discrete-continuous hybrid action space for home energy management.The proposed MDRL algorithm reduces the operation cost while maintaining the human thermal comfort by comparing with benchmark algorithms on the test dataset.Moreover,the safe-MDRL algorithm greatly reduces the loss of thermal comfort in the learning stage by the proposed MDRL algorithm. | Chao Huang Hongcai Zhang Long Wang Xiong Luo Yonghua Song | 2022 | Journal of Modern Power Systems and Clean Energy2022，10，3： | 1 |
| 8 | A Remote Monitoring and ControlSystem for Mobile Robot Using 3G Networks 显示文摘 | Xiong Yonghua Jia Weijia | 2011 | Proceedings of 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems2011，，： | 1 |
| 9 | Expression patterns of Cavl.3 channels in the rat cochlea显示文摘尽管 CaV1.3 隧道被知道在听觉的系统为 neuronal 刺激和信号 transduction 必要,他们在蜗的表达式模式仍然不充分被理解,特别地在非感觉的房间被定位的区域。我们执行了 immunohistochemistry,在老鼠蜗识别 CaV1.3 隧道的表示和分发的西方的弄污和反向的抄写聚合酶链反应(RT-PCR ) 。Immunohistochemistry 表明 CaV1.3 隧道是局部性的在里面外部毛细胞(OHC ) ,内部毛细胞(IHC ) ,异色边缘薄片 spiralis,螺线中心房间,螺线系带(SL ) ,和条纹 vascularis (STV ) 。RT-PCR 并且西方的弄污的结果证明 CaV1.3 隧道有一个织物特定的表示模式。当 CaV1.3 隧道的中等水平在 SL 和 STV 被观察时, CaV1.3 mRNA 和蛋白质强烈地在基部的膜和螺线中心被表示。我们的学习 preliminarily 在老鼠蜗揭示了 CaV1.3 隧道的表示模式,提供关于在圆周的 CaV1.3 隧道的角色的进一步的研究的一个理论基础听觉的系统。 | Jin Chen Hanqi Chu Hao Xiong Qingguo Chen Liangqiang Zhou Dan Bing Yun Liu Yan Gao Shaoli Wang Xiaowen Huang Yonghua Cui | 2012 | Acta Biochimica et Biophysica Sinica2012，44，6： | 1 |
| 10 | A sensitive chromatographic strip test for the rapid detection of enrofloxacin in chicken muscle显示文摘 | Xuelan Chen Hengyi Xu Weihua Lai Yuan Chen Xiaohui Yang Yonghua Xiong | 2012 | Food Additives & Contaminants: Part A2012，，3： | 1 |
| 11 | A novel IP to 3G multimedia gateway and its application显示文摘 | Xiong Yonghua Wu Min Jia Weijia | 2013 | Telecommunication Systems2013，53，1： | 1 |
| 12 | Global genome expression analysis of rice in response to drought and high-salinity stresses in shoot, flag leaf, and panicle显示文摘 | Junli Zhou Xiangfeng Wang Yuling Jiao Yonghua Qin Xigang Liu Kun He Chen Chen Ligeng Ma Jian Wang Lizhong Xiong Qifa Zhang Liumin Fan Xing Wang Deng | 2007 | Plant Molecular Biology2007，，5： | 1 |
| 13 | Efficacy of Shouzhangshen(Rhizoma Gymnadeniae Crassinervidis)extract against acute high altitude hypoxia-induced brain injury in mice显示文摘OBJECTIVE:To evaluate the protective effect of Shouzhangshen(Rhizoma Gymnadeniae Crassinervidis)extract against acute high altitude hypoxia-induced brain injury in mice.METHODS:Sixty C57BL/6J mice were selected and assigned to six groups(n=10):normal control group,low-pressure hypoxia group,positive control group(dexamethasone 500 mg/kg),and three groups treated with Shouzhangshen extract(250,500,and 750 mg/kg,respectively).The Morris water maze test was performed to evaluate alterations in spatial learning and memory deficits.Nissl staining was performed to detect Nissl bodies and neuron damage.Hypoxia-inducible factor(HIF)-1α,interleukin(IL)-1β,tumor necrosis factor(TNF)-α,vascular endothelial growth factor(VEGF),and malondialdehyde(MDA)expression in brain tissue and serum,as well as superoxide dismutase(SOD)and glutathione(GSH)activity in brain tissues were measured by enzyme-linked immunosorbent assays,quantitative real-time-polymerase chain reaction and western blots.RESULTS:The Morris water maze test results showed that Shouzhangshen extract can significantly reduce the latency and swimming distance to escape onto a visible platform,increase neuron density and hierarchy and the number of pyramidal neurons,and decrease the expression of HIF-1α,IL-1β,TNF-α,and VEGF mRNAs and proteins in both brain tissue and serum(P<0.05).Furthermore,significantly lower MDA expression and higher GSH activity were detected in the three groups treated with Shouzhangshen compared with the low-pressure hypoxia group(P<0.05).However,no significant alteration was observed for SOD activity(P>0.05).CONCLUSION:Our findings suggest that Shouzhangshen extract may have a significant effect on acute high altitude hypoxia-induced brain injury in mice. | ZHANG Yongcang LIU Tonghua LIU Lan ZONG Yonghua LI Yu XIONG Hai WU Lili | 2021 | Journal of Traditional Chinese Medicine2021，41，4： | 1 |
| 14 | Rock magnetic property of gravity core CSH1 from the northern Okinawa Trough and the effect of early diagenesis显示文摘Detailed rock magnetic investigations were undertaken at 2~4 cm interval for the gravity core CSH1(with a length of 17.36 m) from the northern Okinawa Trough.Time-scale of the core was constructed by two characteristic tephras and foraminferal assemblages,indicating an age of 50 ka for the bottom of the core.Except for three tephras and abrupt decrease in surface,there are little changes in all kinds of rock magnetic parameters that can be correlated to the climate change for the last 50 ka.Different from the common sediments,most S-ratios(S equals the negative ratio of IRM-0.3T to SIRM,which is an indicator of low coercivity content)of the sediments are smaller than 0.9,which implies a substantial amount of magnetic minerals with high coercivity.The existence of iron sulphide(greigite or pyrrhotite) is revealed by representative susceptibility-temperature curves showing 200~350 ℃ Curie temperature in addition to 580 ℃ of magnetite,and also by awful smell during heating and dark heating products.Both the occurrence of authigenic iron sulphide and quick decrease of magnetic parameters near the surface clearly show that sediments from Core CSH1 have undergone early diagenesis.The featureless magnetic changes of the whole core except for three tephras mean that the post-depositonal alteration is so strong that most original signals have been destroyed.For the same reason,the organic matter in sediment and sulphate in pore water must have been consumed along with dissolution,precipitation of iron and manganese happening sequencially during the redox reaction series.Great caution must be taken when using these altered chemical parameters for the interpretation of climatic changes. | GE Shulan SHI Xuefa WU Yonghua LEE Tehquei XIONG Yingqian SAITO Yoshiki | 2007 | Acta Oceanologica Sinica2007，26，5： | 1 |
| 15 | Development of an immunochromatographic assay for rapid and quantitative detection of clenbuterol in swine urine显示文摘 | Chaohui Li Wei Luo Hengyi Xu Qin Zhang Hong Xu Zoraida P. Aguilar Weihua Lai Hua Wei Yonghua Xiong | 2013 | Food Control2013，，2： | 1 |
| 16 | Magnetic nano-beads based separation combined with propidium monoazide treatment and multiplex PCR assay for simultaneous detection of viable Salmonella Typhimurium, Escherichia coli O157:H7 and Listeria monocytogenes in food products显示文摘 | Youjun Yang Feng Xu Hengyi Xu Zoraida P. Aguilar Ruijiang Niu Yong Yuan Jichang Sun Xingyong You Weihua Lai Yonghua Xiong Cuixiang Wan Hua Wei | 2013 | Food Microbiology2013，，2： | 1 |
| 17 | Efficient generation of zebrafish maternal-zygotic mutants through transplantation of ectopically induced and Cas9/gRNA targeted primordial germ cells显示文摘The clustered regularly interspaced short palindromic repeats(CRISPR)/Cas9 technology has been widely utilized for knocking out genes involved in various biological processes in zebrafish. Despite this technology is efficient for generating different mutations, one of the main drawbacks is low survival rate during embryogenesis when knocking out some embryonic lethal genes. To overcome this problem, we developed a novel strategy using a combination of CRISPR/Cas9 mediated gene knockout with primordial germ cell(PGC) transplantation(PGCT) to facilitate and speed up the process of zebrafish mutant generation, particularly for embryonic lethal genes. Firstly, we optimized the procedure for CRISPR/Cas9 targeted PGCT by increasing the efficiencies of genome mutation in PGCs and induction of PGC fates in donor embryos for PGCT. Secondly, the optimized CRISPR/Cas9 targeted PGCT was utilized for generation of maternal-zygotic(MZ) mutants of tcf7l1a(gene essential for head development), pou5f3(gene essential for zygotic genome activation) and chd(gene essential for dorsal development) at F1 generation with relatively high efficiency. Finally, we revealed some novel phenotypes in MZ mutants of tcf7l1 a and chd, as MZtcf7l1 a showed elevated neural crest development while MZchd had much severer ventralization than its zygotic counterparts. Therefore, this study presents an efficient and powerful method for generating MZ mutants of embryonic lethal genes in zebrafish. It is also feasible to speed up the genome editing in commercial fishes by utilizing a similar approach by surrogate production of CRISPR/Cas9 targeted germ cells. | Fenghua Zhang Xianmei Li Mudan He Ding Ye Feng Xiong Golpour Amin Zuoyan Zhu Yonghua Sun | 2020 | Journal of Genetics and Genomics2020，47，1： | 1 |
| 18 | Construction of Eukaryotic Expression Vector of OsVDAC5 and Its Expression in Yeast显示文摘[Objective] This study aimed to construct the eukaryotic expression vector of OsVDAC5 from rice and investigate its expression in Pichia pastoris.[Method] Osvdac5 gene was ligated to yeast expression vector pPIC3.5K and inserted into Pichia pastoris GS115 with electroporation to obtain positive recombinant yeast strains. Osvdac5 gene was expressed in yeast after induced with 0.5% methanol, and the specificity of expressed protein was identified by western blotting.[Result] Eukaryotic expression vector Osvdac5∷pPIC3.5K was successfully constructed and transformed into yeast GS115 for the induced expression, and the expressed protein was detected by Western Blotting, which was identified as OsVDAC5.[Conclusion] This study laid the foundation for further investigating the functions of OsVDAC5 protein. | Jie XIONG Gang CHENG Xuequn LIU Yonghua QIN Chuntai WANG | 2012 | Agricultural Biotechnology2012，1，5： | 0 |
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