基于平衡策略的支持向量机在电力系统中期负荷预测的应用

针对电力负荷中期预测比较困难并且存在较大误差的问题,提出了基于径向基核函数与基于平衡策略的Sequential minimal optimization(SMO)改进算法相结合的负荷中期预测方法,结合EUNITE网络提供的实际数据,研究了日最大负荷的前后期关系、日最大负荷与节假日的关系和当日与对应星期数的相关性,建立了相应的电力负荷中期预测模型。并对预测结果进行了分析。算例表明,该算法具有运算速度快、精度较高的优点。     

芹菜资源及其保健功能的研究进展

介绍了近几年来对芹菜资源分布、生物学特性、地方品种收拳整理和国外品种引进利用研究的情况。综述了芹菜的营养价值和功能成分分析、生物活性物质的提取技术及其保健功能的药理和临床应用研究进展。     

基于改进YOLOv5算法的农田杂草检测

随着智慧农业技术和大田种植技术的不断发展,自动除草具有广阔的市场前景。关于除草剂自动喷洒的有效性,农田杂草的精准、快速地识别和定位是关键技术之一。基于此提出一种改进的YOLOv5算法实现农田杂草检测,该方法通过改进数据增强方式,提高模型泛化性;通过添加注意力机制,增强主干网络的特征提取能力;通过改进框回归损失函数,提升预测框的准确率。试验表明,在芝麻作物和多种杂草的复杂环境下,本文方法的检测平均精度均值mAP为90.6%,杂草的检测平均精度AP为90.2%,比YOLOv5s模型分别提高4.7%和2%。在本文试验环境下,单张图像检测时间为2.8 ms,可实现实时检测。该研究内容可以为农田智能除草设备提供参考。     

Effect of forsythiaside A on immune function in rats with ulcerative colitis

AIM To investigate the effect of forsythiaside A (FA) on immune function in rats with ulcerative colitis and its related mechanism. METHODS Healthy SD rats were randomly divided into 5 groups: control group (no treatment, normal feeding), model group (establishment of rat ulcerative colitis model), and low, medium and high doses of FA groups (treatment of the model rats with FA at 5 mg/kg, 20 mg/kg and 80 mg/kg, respectively). The malondialdehyde (MDA) content and superoxide dismutase (SOD) activity in rat colon tissues were measured by colorimetry, and the serum levels of tumor necrosis factor-α (TNF-α), interleukin-2 (IL-2) and IL-4 were detected by ELISA. The spleen index and thymus index, the percentages of CD3⁺, CD4⁺ and CD8⁺ T-lymphocytes in peripheral blood mononuclear cells （PBMC）, the serum IgA and IgG levels, and the serum complement C3 and C4 levels were also determined. RESULTS The colon tissues of the rats in model group showed obvious inflammation and ulceration, indicating that the animal model was successfully established. Compared with model group, the colonic inflammation and ulceration were significantly attenuated in FA groups, among which the high dose had the best effect. Compared with control group, the spleen index and thymus index of the rars in model group were decreased (P<0.05), MDA content in colon tissues was increased (P<0.05), and SOD activity in colon tissues was decreased (P<0.05). The levels of CD3⁺, CD4⁺, CD8⁺ and CD4⁺/CD8⁺ T-lymphocytes in PBMC, and the serum levels of C3, C4 and IL-4 were decreased (P<0.05), while the serum levels of IgA, IgG, TNF-α, and IL-2 were increased in model group as compared with control group. Furthermore, the spleen index and thymus index of the rats in FA groups were increased (P<0.05), the MDA content in the colon tissues was decreased (P<0.05), and the SOD activity in the colon tissues was increased (P<0.05). The levels of CD3⁺, CD4⁺, CD8⁺ and CD4⁺/CD8⁺ T-lymphocytes in PBMC, and the serum levels of C3, C4 and IL-4 were increased (P<0.05), while serum IgA, IgG, TNF-α and IL-2 levels were decreased in FA groups as compared with model group (P<0.05). CONCLUSION Forsythiaside A effectively attenuates the colonic lesions in rats with ulcerative colitis, and its mechanism may be related to reinforcement of oxygen free radical scavenging power, alleviation of inflammatory response, and enhancement of immune function.     

一氧化碳(CO)在植物体内的生理生化作用研究进展

为了促进一氧化碳(CO)在植物生理生化方面的研究,本文归纳了CO在植物体中的生物合成途径,CO作为信号分子对植物各种生理功能的调控,以及CO与其他信号分子之间的相互作用。经过分析得出,CO在植物生物胁迫过程中的作用及其作用机制方面的研究还很少,因此,CO在这方面的研究将会成为今后的研究重点。     

不同钙磷配比及浓度对多花黑麦草生长特性的影响

为揭示多花黑麦草（Lolium multiflorum Lamk）对不同钙磷环境的适应机制,设置3个不同钙磷比（1∶1、2∶1、5∶1）,每个钙磷比下设置两种钙磷浓度,以不添加钙和磷的营养液处理为对照,探讨不同钙磷水平下多花黑麦草形态和生理指标的变化;并利用隶属函数综合评价法来筛选适宜多花黑麦草生长的钙磷配比及浓度。结果表明：①Ca/P比为1∶1时,随Ca2+、P浓度的增加,株高、叶宽、光合色素和脯氨酸（proline, Pro）含量均呈下降趋势,丙二醛（malondialdehyde, MDA）和超氧化物歧化酶（superoxide dismutase, SOD）活性呈升高趋势;②Ca/P比为2∶1时,随Ca2+、P的增加,株高、叶宽存在一定的下降,叶绿素含量、MDA含量和SOD活性差异不显著,类胡萝卜素和Pro含量升高;③Ca/P比为5∶1时,随Ca2+、P浓度的增加,株高、叶宽、光合色素含量升高,MDA含量下降,Pro含量和SOD活性变化不明显;④P浓度相同时,随着Ca2+浓度的增加,叶绿素、类胡萝卜素含量和SOD活性呈降低趋势;⑤通过隶属函数综合评价,多花黑麦草适宜生长的Ca、P浓度分别为50和10 mg·kg-1。以上结果为多花黑麦草的栽培种植和钙磷响应机理研究提供理论依据。     

江门市桉树发展现状及生态作用的探讨

针对江门市桉树快速发展现状及群众对有关桉树生态问题的种种猜测,笔者结合多年调查研究结果进行了系统分析。结果表明,桉树具有抑制大气CO2浓度上升,保持水土,高效利用养分与水分等生态作用,认为桉树是生态之树,致富之树,并对桉树人工林的经营提出了一些建议。     

沙棘干缩病拮抗真菌的筛选及应用

对沙棘树干真菌种群的筛选与培养,表明Trichoderma sp.与Penicillium sp.对沙棘干缩病的病原菌有明显的拮抗作用。研究Trichoderma sp.制剂的增效与稳定方法,以及在生产中的应用,其防效在70%以上,复发率为10%左右。     

93份叶用枸杞农艺性状分析及综合评价

为客观评价叶用枸杞种质资源多样性和筛选综合性状优异种质,初步筛选出综合性状优异的叶用枸杞新品种。以93份叶用枸杞种质8个农艺性状,利用变异系数、模糊数学隶属函数和聚类分析方法进行分析。变异系数分析显示变异系数范围为5.25%～73.52%,其中变异系数最大的为单株产量, 最小的为叶鲜干比,Shannon多样性指数范围为1.77～5.73,其中Shannon多样性指数最大的为地径,最小的为茎鲜干比;相关性分析显示单株产量与叶面积、叶鲜干比、株高和地茎显著正相关（P ≤0.05）,与叶形指数、茎鲜干比和叶/茎显著负相关（P ≤0.05）;隶属函数分析显示筛选出综合性状优异的叶用枸杞新品种9份,即Z88、Z76、Z100、Z58、Z32、Z54、Z57、Z85和Z69;聚类分析将种质分为五类,第Ⅰ类材料的特征为单株产量最高,株高、地径和叶面积等较大,包含品系Z88和Z76等,第Ⅱ类材料特征为地径最大,株高、叶形指数和叶面积等较大,包含品系Z58和Z32等,第Ⅲ类材料特征为叶面积最大,株高、叶鲜干比等较大,包含品系Z57和Z85等,第Ⅳ类材料特征为叶鲜干比最大,叶形指数和单株产量等较大,第Ⅴ类材料特征为叶/茎最大,叶形指数、茎鲜干比和株高等较大。93份通过杂交获得的叶用枸杞种质资源较为丰富,单株产量、地径、叶面积、叶鲜干比和叶/茎性状是作为评价叶用枸杞种质的重要农艺性状指标,模糊数学隶属函数和聚类分析方法能够准确、可靠地综合评价叶用枸杞种质资源。     

基于非线性势函数法的手写体数字识别

提出了基于非线性势函数的一种几何分类方法,设计了利用电势理论来改造决策面判别函数和利用非线性势函数对手写数字进行分类的算法。以该算法为核心构造的分类器可改善针对不同人写字习惯的分类效果。用VC 实现了该算法,结果表明该算法能减小分类时的错误率,对手写体数字的识别有较好的效果,识别率能达到97%。