配电网检修计划优化实践

配电网设备检修能够及时发现常规试验或外观检查难以察觉的问题,使电网设备隐患或故障得到及时消除,通过合理有序安排检修工作,可有效提高电网的供电可靠性[1]。常规的检修计划制定过程通常包含分部门收集与汇总的过程,存在着潜在冲突与不合理之处,在实施之前,需要从技术与管理角度进行优化。     

河北二季作区早熟马铃薯品系材料比较试验

为弥补河北二季作区马铃薯种质资源短缺问题,将早熟马铃薯高代品系材料和荷十五(ck)进行品系材料比较试验,调查其农艺性状和产量,为马铃薯选择育种工作提供试验基础和科学依据。结果表明,BFY 38.162、BFY 38.192、BFY 11.11、BFY 6.8、BFY 6.29、BFY 15.4等6个品系材料物候期早,生育期短,农艺性状表现优良,产量方面高于对照品种荷十五,有较好的增产效果,适应性强,可进入下一步区域生产试验。BFY 38.116、BFY 14.6、BFY 7.25、BFY 38.11、BFY 38.169、BFY 7.30、BFY 14.8等7个品系材料在试验中,生长势较弱,产量不理想,在后续试验中,将其淘汰。     

Cover Image,Volume 75, Issue 6

The cover image is based on Research Article Field evaluation of an unmanned aerial vehicle (UAV) sprayer: effect of spray volume on deposition and the control of pests and disease in wheat by Guobin Wang et al., DOI: 10.1002/ps.5321 . Illustration Credit: Guobin Wang, Yubin Lan, and Yuxing Han.

     

分子标记技术在工业大麻性别分化研究中的应用进展

工业大麻性别表达影响着工业大麻种子、纤维和药用成分产量,其性别表达除了受到遗传物质控制外,还受到外界环境条件的影响,这种复杂性使得性别研究一直是工业大麻研究的难点和热点。分子标记技术能在DNA水平上鉴定工业大麻性别,开发与工业大麻性别紧密连锁的分子标记可为大麻性别早期鉴定和特定性别分子辅助选择育种提供理论依据。本文就分子标记在工业大麻性别研究中的应用进展进行了总结,并对应用前景进行了展望。     

采用卷积神经网络构建西北太平洋柔鱼渔场预报模型

对远洋渔场资源和位置进行预报可以为远洋渔业生产及管理提供重要信息。该研究针对西北太平洋柔鱼渔场，利用海洋表面温度遥感信息和中国远洋渔船生产资料，基于深度学习原理，选取卷积神经网络构建西北太平洋柔鱼渔场预报模型。根据不同月份、不同通道构建了多种数据集，用于训练渔场预报模型。训练结果表明，4个通道组合的数据集的训练结果最优，渔汛早期（7-8月）、中期（9月）和后期（10-11月）测试样本的准确率分别为80.5%、81.5%和81.4%。以2015年的真实渔场数据对模型进行验证，模型的平均召回率为82.3%，平均精确率为66.6%，F1得分平均值为73.1%，预测的高产渔区与实际作业的高单位捕捞努力量渔获量区基本匹配。该研究构建的渔场预报模型可以获得较好的准确率，可为其他鱼种的渔场预报模型构建提供新的思路。     

基于改进极限学习机的水体溶解氧预测方法

为了有效地指导水产养殖生产，提高溶解氧浓度预测的精度，提出了基于因子筛选和改进极限学习机（Extreme Learning Machine，ELM）的水产养殖溶解氧预测模型。首先，利用皮尔森相关系数法计算各影响因子与溶解氧浓度间的相关系数，提取强关联因子，降低预测模型的输入量维度；采用偏最小二乘算法（Partial Least Square, PLS）优化传统ELM神经网络，避免网络中隐含层共线性问题，保障输出权值的稳定性；然后，结合新型激活函数，构建水体溶解氧浓度预测模型。最后，将SPLS-ELM（Selection Based Partial Least Square Optimized Extreme Learning Machine）预测模型应用到江苏省无锡市南泉基地某试验池塘的水体溶解氧预测中。试验结果表明：该模型的预测均方根误差为0.3232，与最小二乘支持向量机（Least Square Support Vector Machine，LSSVM）、BP神经网络、粒子群（Particle Swarm Optimization，PSO）优化LSSVM和遗传算法（Genetic Algorithm, GA）优化BP神经网络相比分别降低40.98%、44.48%、34.73%和44.18%。且该模型的运行时间仅0.6231s，预测精度和运行效率明显优于其他模型。该模型的溶解氧预测曲线接近真实溶解氧变化曲线，能够满足水产养殖实际生产对水体溶解氧预测的要求。     

Effect of FGFR1 expression knock-down on biological characteristics of infantile hemangioma endothelial cells

AIM: To study the effect of fibroblast growth factor receptor 1 (FGFR1) expression knock-down on the viability, apoptosis, invasion and migration of infantile hemangioma endothelial cells (HemECs). METHODS: FGFR1 was down-regulated by FGFR1 small interfering RNA (si-FGFR1) transfection. The viability of the cells was measured by CCK-8 assay. The apoptotic rate was analyzed by flow cytometry and the invasion and migration abilities were determined by Transwell assay. The protein levels of phosphatidylinositol 3-kinase (PI3K), protein kinase B (AKT), and phosphorylated AKT (p-AKT) were examined by Western blot. RESULTS: Transfection of si-FGFR1 into HemECs had significant effects on inhibiting cell viability (P<0.05), promoting apoptosis (P<0.05), and decreasing cell invasion and migration abilities (P<0.05). The results of Western blot showed that knockdown of FGFR1 gene expression in the cells reduced the protein levels of PI3K and p-AKT (P<0.05), and had no significant effect on AKT protein level. CONCLUSION: Knock-down of FGFR1 expression changes the biological characteristics of endothelial cells in infantile hemangiomas by regulating PI3K/AKT signaling pathway.     

海南粗榧内生真菌F127发酵液的次级代谢产物研究

对海南粗榧(Cephalotaxus hainanensis Li.)内生真菌F127发酵液化学组分进行研究。用多种色谱技术对F127代谢产物进行分离纯化,以LC-MS、ESI-MS和超导核磁共振分析鉴定化合物结构,最后采用MTT法测定化合物的抗肿瘤活性。从海南粗榧内生真菌F127的发酵液中分离得到5个单体化合物,分别鉴定为oblongolide T(1)、sorbicillin(2)、邻苯二甲酸二丁酯(3)、phomopsolide B(4)、6,8-二羟基-3-甲基-3,4-二氢异香豆素(5),且化合物1、4、5对肿瘤细胞K562、NB4、HL-60、Hep G-2和Lovo表现出不同抑制活性。化合物4对5株肿瘤细胞均表现出抑制活性,对K562、NB4、HL-60抑制效果显著,IC50值分别为3.35、0.014和0.16μg/m L,对Hep G-2和Lo Vo只有温和抑制作用;化合物1对K562、NB4、HL-60抑制作用良好,IC50值分别为51.82、54.25和29.31μg/m L;化合物5对NB4和Hep G-2则具有一定抑制活性;化合物2和3对测试细胞株未表现出抑制活性。5个化合物均是首次从海南粗榧内生真菌中分离得到,并首次报道了化合物1、4对K562、NB4、HL-60的优良细胞毒活性,为进一步研究海南粗榧内生真菌中的活性天然产物奠定了基础。     

重庆烟区硅酸盐细菌的分离鉴定及生理生化特性

采用土壤稀释平板法从重庆市彭水县的植烟土壤样品中分离出8株具有解钾能力的细菌,通过测定其对含钾矿石中有效钾的释放能力,筛选出两株具有较强的解钾能力的硅酸盐细菌,运用分子生物学方法对这两株硅酸盐细菌的16~23S rDNA序列进行扩增并鉴定。结果表明,一株细菌属于胶质类芽孢杆菌(Paenibacillus mucilaginosus),另一株细菌属于短短芽孢杆菌(Brevibacillus brevis),并且研究了这两株细菌的生理生化特性。     

Variations of SOC and MBC observed in an incubated brown loam soil managed under different tillage systems for 12 years

To assess changes in organic carbon pools, an incubation experiment was conducted under different temperatures and field moisture capacity (FMC) on a brown loam soil from three tillage practices used for 12 years: no‐till (NT), subsoiling (ST) and conventional tillage (CT). Total microbial respiration was measured for incubated soil with and without the input of straw. Results indicated that soil organic carbon (SOC) and microbial biomass carbon (MBC) under ST, NT and CT was higher in soil with straw input than that without, while the microbial quotient (MQ or MBC: SOC) and metabolic quotient (qCO₂) content under CT followed the opposite trend. Lower temperature, lower moisture and with straw input contributed to the increases in SOC concentration, especially under NT and ST systems. The SOC concentrations under ST, with temperatures of 30 and 35°C after incubation at 55% FMC, were greater than those under CT by 28.4% and 30.6%, respectively. The increase in MBC was highest at 35°C for 55%, 65% and 75% FMC; in soil under ST, MBC was greater than that under CT by 199.3%, 50.7% and 23.8%, respectively. At 30°C, the lower qCO₂ was obtained in soil incubated under NT and ST. The highest MQ among three tillage practices was measured under ST at 55% FMC, NT at 65% FMC and CT at 75% FMC with straw input. These data indicate the benefits of enhancing the MQ; the low FMC was beneficial to ST treatment. Under higher temperature and drought stress conditions, the adaptive capacity of ST and NT is better than that of CT.