腰带长体茧蜂对亚洲玉米螟幼虫的寄生功能反应

为评估腰带长体茧蜂Macrocentrus cingulum对亚洲玉米螟Ostrinia furnacalis的控害潜能，在实验室条件下（湿度60%~80%，光周期16L：8D）研究了20、24、28、32℃下腰带长体茧蜂对亚洲玉米螟幼虫的寄生功能反应和20、24、28℃下腰带长体茧蜂的自身密度干扰效应。结果表明：在20~32℃内，腰带长体茧蜂对亚洲玉米螟的寄生功能反应均符合Holling Ⅱ型；相同温度下，随着寄主亚洲玉米螟密度的增加，腰带长体茧蜂寄生量增加，但当寄主密度增加到一定数量后，寄生量趋于稳定。24℃的寄生效能最大，20℃最小。随着寄主亚洲玉米螟密度和腰带长体茧蜂密度的增加，搜寻效应逐渐降低。采用Hessell干扰模型，发现28℃时的搜寻常数Q和干扰效应m均为最大，腰带长体茧蜂个体间的干扰效应降低了其寄生效能。     

基于迁移学习的棉花叶部病虫害图像识别

针对传统图像识别方法准确率低、手工提取特征等问题,该研究以棉花叶部病虫害图像为研究对象,利用迁移学习算法并辅以数据增强技术,实现棉花叶部病虫害图像准确分类。首先改进AlexNet模型,利用PlantVillage大数据集训练取得预训练模型,在预训练模型上使用棉花病虫害数据微调参数,得到平均测试准确率为93.50%;然后使用数据增强技术扩充原始数据集,在预训练模型上再训练,得到最终平均测试准确率为97.16%。相同试验条件下,该研究方法较支持向量机(Support Vector Machine,SVM)和BP(Back Propagation,BP)神经网络以及深度卷积模型(VGG-19和GoogLeNet Inception v2)分类效果更好。试验结果表明,通过迁移学习能把从源领域(PlantVillage数据集)学习到的知识迁移到目标领域(棉花病虫害数据集),数据增强技术能有效缓解过拟合。该研究为农作物病虫害识别技术的发展提供了参考。     

连续模拟降雨下岩溶区含砾石堆积体坡面径流产沙特征

为明确砾石含量对岩溶区石灰土质堆积体坡面径流产沙特征的影响,以土质坡面为对照,采用室内模拟降雨试验方法,研究了递增型降雨(0.5,1.0,2.0,2.5,3.0 mm/min)条件下偏土质(砾石含量30%)和偏石质(砾石含量70%)石灰土坡面的径流特性及侵蚀特征。结果表明:(1)随雨强增大,各坡面径流率呈稳定增长—波动的变化趋势,且土质坡面径流率整体小于2种含砾石坡面;偏土质、偏石质坡面累计产流量较土质坡面增加了0.49,0.37倍;(2)1.0~3.0 mm/min雨强下,土质坡面侵蚀速率在0.16~5.4 g/(m^2·s)范围内波动,整体呈稳定—波动增加的变化趋势;偏土质和偏石质坡面分别为0.16~5.4,0.06~0.74 g/(m^2·s),前者侵蚀速率变化范围大且波动剧烈,后者变化范围小且稳定;随砾石含量的增加,各坡面累计侵蚀量呈先增后减的变化趋势,偏土质坡面侵蚀量较土质坡面增加2.5倍,偏石质坡面较其减少了0.9倍;(3)土质、偏土质和偏石质坡面的侵蚀速率与径流率分别呈极显著正相关幂函数、线性函数和线性函数关系。研究结果可为桂西北岩溶区弃渣场水土流失治理提供一定的科学依据。     

小麦秸秆长度、覆盖量对坡面产流产沙的影响

为定量研究小麦秸秆覆盖对坡面产沙产流过程及减水减沙效益的影响,采用室内人工模拟降雨试验,研究在降雨强度为90 mm/h时,不同秸秆长度和秸秆覆盖量下的坡面产流产沙特征和产流产沙过程规律,结果表明:(1)在相同秸秆长度下,随秸秆覆盖量增加,产流量产沙量极显著减少(p0.01)。相同覆盖量水平下随秸秆长度增加,产流量显著增加(p0.05),在4.5 t/hm~2覆盖量下产沙量极显著增加(p0.01)。(2)秸秆覆盖坡面的初始产流时间较裸露坡面延迟6.23倍,产流量平均下降19.5%,产沙量下降31.6%。覆盖措施通过保护土壤的结构有效抑制了细沟侵蚀过程向切沟侵蚀发展。产流产沙过程受秸秆长度和覆盖量的交互作用影响,交互效应对产流过程的影响更突出。(3)随覆盖量增加,减水减沙效益极显著增加(p0.01);随长度增加,减水减沙效益分别减少为17.26%,27.97%。不同覆盖条件下的坡面产流量、产沙量和减水、减沙效益均与秸秆长度、秸秆覆盖量呈二元线性关系。(4)在当前试验条件下,当秸秆长度为3～5 cm,覆盖量为4.5 t/hm~2时达到最优减水减沙效益。     

响应面法优化干热变性莲子淀粉膜制备工艺

以干热变性莲子淀粉为主要原料,研究变性淀粉用量、甘油用量和干燥温度对干热变性莲子淀粉膜性能的影响,并采用响应面分析及加权评价函数法对膜性能指标进行综合优化,得到干热变性莲子淀粉的最佳成膜工艺条件为:变性莲子淀粉用量为3.53%,甘油用量为1.51%,干燥温度80.61℃。本研究成果将为干热变性莲子淀粉可食膜的工业化生产提供理论指导。     

响应面法优化绿色木霉产孢子固体发酵培养基

为探讨绿色木霉固体发酵产孢子的最佳发酵培养基。运用响应面法设计试验,筛选出主要影响因子碳酸钙、硫酸铵及氯化锰,以孢子量为响应值建立二次回归方程,并借助Design Expert 8.0.6软件进行分析数据并确定优化条件。结果表明,在温度28℃,接种量15%,料水比1:0.70的培养条件下发酵7天,孢子量为8.505×10⁹CFU/g。通过优化,最终确定最佳发酵配方为：麸皮（过40目筛）50%,稻壳粉（过20目筛）30%,玉米粉（过80目筛）20%,硫酸铵1.08%,黄豆饼粉2.00%,玉米浆干粉2.00%,碳酸钙0.55%,氯化锰0.37%,pH 6.0~7.0。该配方所用原料廉价易得,发酵水平高,为大规模工业化生产提供保障。     

包气带土壤pH对灌溉施肥响应的变异过程

为了分析灌溉施肥活动引起的包气带土壤pH值变异特征及其对地球化学条件的响应，通过历时3 a的野外原位灌溉施肥试验，应用不同季节灌前、灌后6 m土层中不同深度的测定资料，系统分析了土壤pH对灌溉、施肥的响应过程，结果表明：各深度pH值呈弱变异性（CV=1.01%~2.28%），与灌溉前相比，灌后土壤pH值的均值和变异系数均呈现明显的变化；灌前包气带各层pH具有强烈的空间自相关性，灌后受水分、基质等相互作用影响，pH的空间自相关性有所减弱，C₀/(C₀+C)和变程a分别由7.23 m和3.54 m(灌前0 d)减少到3.26 m和2.76 m(灌后第10天)。土壤基质是决定土壤酸碱性的主要因素，在灌溉施肥活动对pH的响应过程中，地球化学条件（土壤含水量、土壤温度、土壤有机质(SOM)、氧化还原电位（RP）等)、土壤基质组成和氮底物浓度（NH⁺₄-N）等的交互作用影响pH的动态。土壤含水量和温度单独对pH影响不显著，两者交互作用对pH有显著影响。引起土壤pH变化的主要变异源为Cl^-、土壤有机质(SOM)、NO^-₃-N、NH⁺₄-N等营养物质和不同空间深度土壤基质的差异，表明灌溉施肥改变了包气带pH地球化学动力场、营养物质和土壤基质的交互作用，引起各深度的生物地球化学反应，控制pH值的空间变异特性。当包气带介质土壤水分变化时，首先营养物氨态氮以分子态或水合态形式被介质吸附，H⁺得到释放，使得灌后第4天pH值下降。随着氨氧化过程中H⁺的释放，pH在灌前和灌后第10天和第30天有显著差异。氨的氧化引起硝酸盐含量不断增加，使得硝酸盐对pH值的影响在灌后不断增强,相关系数由0.24(0 d，P<0.05)增加到0.41(30 d,P<0.01)，而氨态氮对pH值的影响逐步降低，相关系数由0.43(0 d，P<0.01)降低为0.19(30 d,P>0.05)。     

Atmospheric humidity and genotype are key determinants of the diurnal stomatal conductance pattern

Great understanding of the genotypic difference in diurnal stomatal conductance (g_s) pattern and the key determinants of the pattern is important for saving water by adopting cultivars appropriately. Fifteen wheat genotypes were studied under different soil conditions and various meteorological conditions with pot cultivation in rain shelter for two years. Genotype and air humidity were found to be key determinants of diurnal g_s pattern. All genotypes under low relative humidity (LRH) and most genotypes under high relative humidity (HRH) displayed a gradual decline pattern from morning through the afternoon. Under moderate relative humidity (MRH), all genotypes present a single-peak curve pattern, but they differed in peak time, which may lead to unreliable g_s comparison between genotypes and get ostensible contrasting materials. The stomatal conductance was significantly different among genotypes under LRH and the increased g_s magnitude is also significantly different when it was compared between LRH and HRH. The present results provide new thinking for selecting and adopting appropriate cultivars with specific stomata traits for the area with various meteorological conditions.     

Acquired Thermo‐Tolerance and Trans‐Generational Heat Stress Response at Flowering in Rice

In rice, pre‐exposure to sublethal treatment followed by harsh lethal treatment is known to improve tolerance of different abiotic stresses at the vegetative stage within and across generations. Our major aim was to test the phenomenon of thermo‐tolerance at flowering across (trans)‐generations and within generation using rice cultivars contrasting for heat stress tolerance at flowering. To test trans‐generational response, plants were exposed to higher temperature at flowering stage and seeds obtained from previous generations were exposed to heat stress during flowering, which recorded significantly lower fertility when exposed to the same degree of stress in their subsequent generations. A pre‐acclimation to moderately high acclimating temperatures imposed over three different durations during the vegetative and initial reproductive stage showed positive response in the tolerant N22, particularly under severe heat stress (40 °C). This finding indicates the possibility of acquiring ameliorative thermo‐tolerant mechanisms at anthesis, restricted to tolerant genetic backgrounds to combat subsequent harsh conditions within the same generation. However, trans‐generational memory was ineffective in mitigating spikelet sterility losses in both tolerant and susceptible backgrounds. Rice is extremely sensitive to heat stress during flowering; hence, similar exercise across other crops of interest needs to be carried out before generalizing conclusions.