基于轻量型残差网络的自然场景水稻害虫识别

准确识别水稻害虫对水稻及时采取防护和治理措施具有重要意义,该研究以自然场景中水稻害虫图像为研究对象,针对水稻害虫图像的颜色纹理与背景相近以及同类害虫形态差异较大等特点,设计了一个由特征提取、全局优化以及局部优化模块构成的轻量型残差网络（Light Weight Residual Network,LW-ResNet）用于水稻害虫识别。在特征提取模块通过增加卷积层数以及分支数对残差块进行改进,有效提取自然场景中水稻害虫图像的深层全局特征并使用全局优化模块进行优化;局部优化模块通过设计轻量型注意力子模块关注害虫的局部判别性特征。LW-ResNet网络在特征提取模块减少了残差块的数量,在注意力子模块中采用深度可分离卷积减少了浮点运算量,从而实现了模型的轻量化。试验结果表明,所设计的LW-ResNet网络在13类水稻害虫图像的测试数据集上达到了92.5%的识别准确率,高于VGG16、ResNet、AlexNet等经典卷积神经网络模型,并且LW-ResNet网络的参数量仅为1.62×106个,浮点运算量仅为0.34×109次,低于MobileNetV3轻量级卷积神经网络模型。该研究成果可用于移动端水稻害虫的自动识别。     

亚硫酸氢钠对菜豆光合产量的影响研究

在菜豆叶面喷施不同浓度的亚硫酸氢钠。结果表明：40～120mg·L^-1的NaHSO3可抑制菜豆叶片的光呼吸,提高其净光合速率,增加叶片内干物质的积累及嫩荚中的糖含量。从而说明一定浓度的NaHSO3溶液喷洒叶面对菜豆增产、改善品质有一定的作用。还对各组样品的叶绿素含量进行了测定,结果表明,在40～120mg·L^-1浓度范围内,各处理组叶绿素含量均高于对照组。     

黄河三角洲暗管排水土工布外包滤料的试验研究

黄河三角洲地区多为近代黄河泥沙淤积形成的粉细砂土,其质地均一、结构松散,在农田排水明沟建设中边坡不稳定的问题突出。近年来该地区大力开展了暗管排水系统建设,但当地砂滤料来源不足,因此,迫切需要筛选出适合当地土壤特点的土工布外包滤料。该文在对研究区土壤特性分析的基础上,利用自制水力渗透仪,通过理论计算和渗透试验观测,研究了所选择土工布的反滤、透水以及防淤堵性能。结果发现,在满足测试条件的2种型号土工布中,Typar 3201G能够满足防淤堵与透水要求,但是有一定的淤堵风险;另一型号土工布(Typar SF20)则能较好的满足研究区暗管排水外包滤料的反滤、透水与防淤堵要求。研究结果表明,满足研究区特殊土壤类型的土工布外包滤料厚度不宜过大,土工布的开孔直径应符合选择标准。研究成果可为黄河三角洲地区暗管排水土工布外包滤料的选择提供技术支撑。     

Effect of ammonia and nitrite on vigour,survival rate,moulting rate of the blue swimming crab <Emphasis Type=Italic>Portunus pelagicus</Emphasis> zoea

The effects of ammonia and nitrite on vigour, survival rate, moulting rate of zoea of blue swimming crab, Portunus pelagicus, were studied. A total of five nitrite-N treatments (26.67, 53.34, 106.68, 213.36, 426.72 mg/l) and a control (no nitrite-N added) were set up for the acute nitrite-N toxicity experiment; a total of five ammonia-N treatments (8.43, 16.86, 33.72, 67.44, 134.88 mg/l) and a control (no ammonia-N added) were set up for the acute ammonia-N toxicity experiment. The results showed that the vigour, survival rate and moulting rate of zoea of the blue swimming crabs exposed to over 53.34 mg/l were significantly different (P < 0.05) from the control group. The zoea LC₅₀ values (mg/l) of nitrite-N were 179.47, 76.56, 66.70, 37.49, 25.01, 25.35, 25.34 mg/l for 24, 36, 48, 60, 72, 84, 96 h, respectively. The vigour, survival rate and moulting rate of zoea of the blue swimming crabs exposed to over 16.86 mg/l were significantly different (P < 0.05) from the control group. The zoea LC₅₀ values (mg/l) of ammonia-N were 51.04, 39.62, 38.72, 24.43, 16.90, 13.42, 11.16 mg/l for 24, 36, 48, 60, 72, 84, 96 h, respectively. The zoeae are highly sensitive to ammonia and nitrite, and the toxicity of ammonia and nitrite on Portunus pelagicus decrease with development of this crab.     

黑土区基准坡长和LS算法对地形因子的影响

该文结合小区实测坡长资料及Mc Cool数据,对地形因子算法中涉及的基准坡长影响和不同算法计算值的特征进行了讨论。研究表明,在坡长较小的情况下,20和22.13 m基准坡长计算得到的坡长因子相差不大,但随着坡度增加,在坡长指数的复合影响下,两者的差异渐趋增大。理论分析表明,坡长指数采用与坡度相关的变值更为合理。通过与实测数据对比发现,修正版通用土壤侵蚀模型(RUSLE)算法中的坡长因子与其更为接近,结合与Mc Cool数据的对比分析表明,研究区坡长指数更适合细沟和细沟间侵蚀比率中等的情形,或者采用RUSLE模型算法计算得到。同时研究发现,张宪奎算法、Moore算法、Desmet算法和B?hner算法计算得到的LS因子值都要比参照值小,而且4种算法与参照值的接近程度依次降低。空间分布特征而言,栅格累计算法总体较为破碎,并在平直坡面出现较多平行分布条带,而含有面积指标的其他3种算法则总体呈现光滑连续特性,但有无数据区域的存在。该结果对于研究区土壤侵蚀模型地形因子算法选择具有一定的现实意义。     

Sensitive determination of DNA based on the interaction between norfloxacin-Tb3+ complex and DNA

The fluorescence intensity of the norfloxacin (NFX)-Tb3+ complex enhanced by DNA was studied. Therefore, a sensitive fluorescence method for the determination of DNA was developed. The optimal conditions of the method were as follows: the hexamethylenamine (HMA)-HCl buffer was adopted for adjusting the pH to 6.5 +/- 0.1, the concentrations of NFX and Tb3+ were both fixed in 1.0 x 10(-6) mol L(-1), and the excitation and emission wavelengths were selected at 290 and 545 nm, respectively. Under the optimal conditions, the enhanced fluorescence intensity was in proportion to the concentration of DNA in the same range of 5.0 x 10(-9) - 1.0 x 10(-6) g mL(-1) for hsDNA and thermally denatured ctDNA. The detection limits (S/N = 3) were 0.9 and 0.6 ng mL(-1), respectively. In addition, the interaction between NFX-Tb3+ and DNA was discussed in detail. The experimental results from UV absorption spectra, fluorescence spectra, and the salt effect study indicated that the interaction between norfloxacin-Tb3+ complex and DNA had at least two different binding modes: the electrostatic binding and the intercalation binding. The mechanism of the fluorescence enhancement effect was also discussed.     

High‐throughput Cryopreservation of Sperm from Sex‐reversed Southern Flounder,Paralichthys lethostigma

The Southern flounder, Paralichthys lethostigma, is a valuable aquaculture fish with established markets in the USA. All‐female production in this species is an important technology for aquaculture because the females usually have body sizes twice those of males at the same age, and sex‐reversed males (genotypic XX neomales) are used for all‐female production by crossing with genetically normal females. However, sperm volume from the neomales is usually small (<0.5 mL) and limits their application for all‐female fish production. Cryopreservation of sperm from these sex‐reversed neomales will provide access on demand with increased efficiency to extend the application of neomales. The goal of this study was to develop a protocol for cryopreservation of sperm from the Southern flounder by using an automated high‐throughput processing system. The objectives were to: (1) determine the effect of osmolality on activation of sperm motility; (2) evaluate the effect of extender solutions on sperm motility capacity; (3) evaluate the acute toxicity of cryoprotectants (dimethyl sulfoxide [DMSO], propylene glycol, and polyethylene glycol) on sperm motility, and (4) estimate the effect of cooling rate on sperm cryopreservation and post‐thaw fertilization. Sperm motility was activated when osmolality was 400 mOsmol/kg or higher. Of the three extender buffers tested, HEPES4‐(2‐hydroxyethyl)‐1‐piperazineethanesulfonic acid (HEPES) at 300 mOsmol/kg resulted in better protection for sperm motility than did Hanks' balanced salt solution and Mounib solution at 300 mOsmol/kg during 7 d of refrigerated storage. After 30 min equilibration with the cryoprotectant of 15% DMSO, sperm motility was 24 ± 21% (fresh sperm motility without any cryoprotectants was 42%). After cooling at a rate of 20 C/min, post‐thaw sperm motility was 8 ± 5% and fertilization was 63 ± 40% evaluated at the 32–64 cell stage (5 × 10⁵ sperm per egg). Overall, a protocol was developed for sperm cryopreservation in the Southern flounder with high‐throughput processing, which provides a tool to preserve the valuable genetic resources from neomale flounders, and enables germplasm repository development for the Southern flounder.     

马尾松水土保持林水文功能计量研究──Ⅰ．林冠截留与土壤贮水能力

对马尾松水土保持林的截水与持水功能进行了计量研究．结果表明：林冠的截水量与冠层枝叶生物量呈正相关；林分的截雨量和降雨量的关系可用Ｒｉｃｈａｒｄｓ函数较好地拟合；灌木的截水能力与其叶质叶形有关，林分枯落物不仅具有较强的特水能力，还能明显改善土壤结构；土壤的非毛管孔隙度受植被因素的显著影响．并提出了各植被因子的持水模型和土壤孔隙度预测模型．     

自适应最大相关峭度反褶积方法诊断齿轮轴承复合故障

为了解决传统最大相关峭度反褶积(maximum correlated kurtosis deconvolution,MCKD)在故障诊断中容易出现因参数选择不当而影响诊断效果的问题,该文提出了一种基于量子遗传算法(quantum genetic algorithm,QGA)的自适应最大相关峭度反褶积方法(maximum correlated kurtosis deconvolution with quantum genetic algorithm,QMCKD)用于齿轮和轴承复合故障诊断。通过量子遗传算法自适应选择最大相关峭度反褶积的2个关键参数滤波器长度(L)和反褶积周期(T)。使用QMCKD处理原始振动信号,提取复合故障信号中的所有单个故障信号,分别对单个故障信号进行频谱分析从而识别故障特征。在对齿面磨损-滚动轴承外圈损伤复合故障诊断中,QMCKD能够识别齿轮故障频率及其2～4倍频,识别轴承故障频率及其2～6倍频,且主要频率成分周围干扰谱线很少,故障类型容易识别。与直接频谱分析和变分模态分解(variational mode decomposition,VMD)相比,该方法在诊断效果上具有优越性。在对齿根裂纹-轴承滚动体损伤复合故障诊断中,QMCKD能够突出齿轮故障频率及其2～5倍频,突出轴承故障频率及其2～8倍频,齿轮和轴承故障特征明显,验证了方法的稳定性。试验结果表明QMCKD能够有效识别复合故障中齿轮和轴承的故障特征,可用于齿轮箱的齿轮、轴承复合故障诊断。