Cotton Image Segmentation Algorithm Based on Fusion Method of Markov Random Field and Quantum Particle Swarm Cluster

[Objective] The aim of this study was to improve the cotton image segmentation accuracy in a picking robot image processing system. [Method] An image segmentation algorithm based on a fusion method of Markov random field and quantum particle swarm optimization clustering was proposed. The process of the proposed algorithm is as follows: first, transform the RGB (red, green, blue) images into grayscale; second, use it to segment these images; finally, the threshold of the connected area is set on the basis of the segmented image to obtain the target area. Then, the cotton front image and the cotton side image are selected from the images collected from different angles. The segmentation experiment was carried out by using this algorithm, and compared with the Otsu algorithm, the fuzzy C-means algorithm, the quantum particle swarm image segmentation algorithm and the Markov random field image segmentation algorithm. [Result] The results showed that the segmentation accuracy and peak signal to noise ratio of the proposed algorithm were 98.94% and 77.48 dB. When compared with the Otsu algorithm, fuzzy C-means algorithm, quantum particle swarm optimization algorithm and Markov random field algorithm, the average segmentation accuracy and peak signal to noise ratio of the proposed algorithm increased by 2.47%–4.56%, and 9.81–13.11 dB, respectively. [Conclusion] The proposed algorithm had higher segmentation accuracy and higher peak signal to noise ratio than the other algorithms tested.     

SSCP Marker Development and Analysis of Candidate Restorer Gene Rf1 for Cotton Cytoplasmic Male Sterility

[Objective] Locating the cotton cytoplasmic male sterility (CMS) restorer gene Rf₁ is important for investigating restorer gene mechanisms and improving restorer lines. In our previous study, a gene cluster, with nine Pentatricopeptide repeat(PPR) genes and nine other genes, was found within the 160-kb Rf₁ target region in Scaffold 333. The objective here was to improve the density of Rf1-linked markers in the target region and determine the expression profiles of candidate genes. [Method] Using the sequences of the 18 genes, we designed 155 single-strand conformation polymorphism (SSCP) primers covering all of the gene sequences to identify the polymorphic SSCP markers between the fertile and sterile pools. Additionally, real-time polymerase chain reaction(PCR) was performed to analyze the expression profiles of eight candidate genes in the four developmental stages of buds of sterile, maintainer and restoring lines, respectively. [Result] In total, 15 polymorphic primers were identified. A genotype analysis of the F₂ population was conducted using the 15 primers and 3 other polymorphic simple sequence repeats (SSR) markers. The markers were distributed in a 4.8 cM range. In addition, owing to the influence of sterile cytoplasm or restorer genes, most of the genes showed different expression patterns in the four developmental stages of the three lines' buds. [Conclusion] SSCP markers tightly linked to Rf₁ were identified and the expression profiles of candidate genes were determined. This study provides a basis for the further fine mapping of restorer genes and for candidate gene screening.     

Dynamics of Cotton Rhizosphere Bacterial Community Structure in Cotton Continuous Cropping Field Soil

[Objective] The aim of this study is to understand the dynamics of cotton rhizosphere bacterial community structure in cotton continuous cropping field soil. [Method] 16S rDNA genes were sequenced by high-throughput sequencing technology to determine the community structure of cotton rhizosphere bacteria in different developmental stages using an upland cotton cultivar (Gossypium hirsutum cv. TM-1). [Result] Four dominant phyla were found in the cotton rhizosphere bacterial community including Proteobacteria, Acidobacteria, Planctomycetes, and Bacteroidetes. The four dominant phyla and Firmicutes were largely influenced by cotton root. The relative abundances of Acidobacteria, Planctomycetes, Bacteroidetes were promoted, and Proteobacteria and Firmicutes were inhibited, by cotton root. There were significant differences in community structure, but not species richness or α-diversity among different developmental stages of the cotton rhizosphere bacterial community; the differences between the flowering stage and the budding stage were greater than the differences between the budding stage and the seedling stage. The diversity of the rhizosphere bacterial community in cotton continuous cropping field soil was significantly higher than that of the bulk soil; the β-diversity values of both the rhizosphere and bulk soil bacterial communities were highest in the flowering stage. [Conclusion] The structure and dynamics of the cotton rhizosphere bacterial community in cotton continuous cropping field soil was defined by high-throughput sequencing. The effect of cotton on the rhizosphere bacterial community structure was most significant in the flowering stage.     

鼓浪屿重点历史风貌建筑植物资源及外来入侵植物的调查分析

福建省鼓浪屿于2017年获准列入世界文化遗产名录。为保护鼓浪屿岛上117栋重点历史建筑及其植物资源,本文通过实地走访、标本收集与鉴定,针对建筑周边（围墙、墙体和院子）的植物资源及岛上的外来入侵植物进行了调查分析。结果表明：建筑周边植物有97科292种,资源总数比较丰富,但以常见的绿化苗木居多。其中,出现频次高的科依次是桑科、凤尾蕨科、菊科、酢浆草科、大戟科、紫葳科、荨麻科、茄科、禾本科、无患子科。出现频次最高的种是小叶榕（Ficus microcarpa L.f.）,分布在90栋建筑,占建筑总数的76.92%。出现在50%以上建筑内的植物还有蜈蚣凤尾蕨（Pteris vittata L.）、酢浆草（Oxalis corniculata L.）、猫爪藤[Macfadyena unguis-cati (L.) A. Gentry]、冷水花（Pilea notata C. H. Wright）等。周边植物最丰富的是黄荣远堂（39科59种）,其次为褚家园（35科48种）。岛上主要入侵植物有25科42种,其中,菊科种类最多,占16.67%,原产美洲的种数量达29种,属于有意引入的外来入侵植物31种,占73.81%。外来入侵植物优势种有猫爪藤[Macfadyena unguis-cati (L.) A. Gentry]、红瓜[Coccinia grandis (L.) Voigt]、鸡矢藤（Paederia foetida L.）、爬山虎[Parthenocissus tricuspidata (Sieb. et Zucc.) Planch]、五爪金龙（Ipomoea cairica Hand.-Mazz.）等5种。小叶榕及几种外来入侵植物优势种对建筑的墙体、围墙甚至全岛具有入侵蔓延趋势。     

Site‐specific management is crucial to managing Mikania micrantha

Increasingly, weeds have been taking on global distributions. With the proliferation of invasive weeds has come the challenge of managing these species over broad geographical regions, with diverse habitats and political jurisdictions. Here, we review the management of Mikania micrantha Kunth (Asteraceae; mile‐a‐minute) throughout its invaded range, extending through most of the Pacific islands and southern and south‐east Asia. Context matters when determining the best course of action for managing M. micrantha, as it has invaded a large variety of agricultural and natural systems. In Queensland, Australia and Florida, USA, M. micrantha has been targeted in relatively successful eradication campaigns, highlighting the importance of early detection and rapid response methods, while elsewhere in its invaded range, populations are either still increasing or showing limited signs of decline. An inter‐regional approach to research and management should incorporate successful management strategies employed throughout the invaded range including, but not limited to, chemical and cultural control practices, manual and mechanical control, classical biological control using the rust fungus Puccinia spegazzinii, plant–plant competition and integrated approaches utilising two or more control methods concurrently. Additional knowledge of M. micrantha genetics is required to determine if management approaches could be fine‐tuned for particular populations. Countries bordering the Mekong River formed a network in 2011 to co‐ordinate the management of invasive species such as M. micrantha. Expanding such a collaborative approach to other regions could further reduce populations of M. micrantha and limit its spread.     

Substitution of chemical fertilizer by Chinese milk vetch improves the sustainability of yield and accumulation of soil organic carbon in a double-rice cropping system

The double-rice cropping system is a very important intensive cropping system for food security in China. There have been few studies of the sustainability of yield and accumulation of soil organic carbon(SOC) in the double-rice cropping system following a partial substitution of chemical fertilizer by Chinese milk vetch(Mv). We conducted a 10-year(2008–2017) field experiment in Nan County, South-Central China, to examine the double-rice productivity and SOC accumulation in a paddy soil in response to different fertilization levels and Mv application(22.5 Mg ha~(–1)). Fertilizer and Mv were applied both individually and in combination(sole chemical fertilizers, Mv plus 100, 80, 60, 40, and 0% of the recommended dose of chemical fertilizers, labeled as F100, MF100, MF80, MF60, MF40, and MF0, respectively). It was found that the grain yields of double-rice crop in treatments receiving Mv were reduced when the dose of chemical fertilizer was reduced, while the change in SOC stock displayed a double peak curve. The MF100 produced the highest double-rice yield and SOC stock, with the value higher by 13.5 and 26.8% than that in the F100. However, the grain yields increased in the MF80(by 8.4% compared to the F100), while the SOC stock only increased by 8.4%. Analogous to the change of grain yield, the sustainable yield index(SYI) of double rice were improved significantly in the MF100 and MF80 compared to the F100, while there was a slight increase in the MF60 and MF40. After a certain amount of Mv input(22.5 Mg ha~(–1)), the carbon sequestration rate was affected by the nutrient input due to the stimulation of microbial biomass. Compared with the MF0, the MF100 and MF40 resulted in a dramatically higher carbon sequestration rate(with the value higher by 71.6 and 70.1%),whereas the MF80 induced a lower carbon sequestration rate with the value lower by 70.1% compared to the MF0. Based on the above results we suggested that Mv could partially replace chemical fertilizers(e.g., 40–60%) to improve or maintain the productivity and sustainability of the double-rice cropping system in South-Central China.     

施用锌肥和遮阴互作对花生生长发育、抗病性及产量的影响

采用大田裂区试验，研究了施用锌肥和不同遮阴程度互作对花生生长发育、抗病性及产量的影响。结果表明，与不施锌肥相比，施用锌肥能提高花生不同部位锌含量、增加叶片SPAD值，提高花生叶片中可溶性糖、蛋白质和生长素含量，减少花生病害的发生，平均降低7.1个百分点，花生产量平均增加19.4%。相同施锌水平下，随着遮阴程度的增加，花生不同部位锌的含量和不同生育期叶片SPAD值以及花生叶片中可溶性糖、蛋白质和生长素含量呈增加趋势，花生的发病率比不遮阴对照增加4.8、10.2个百分点，花生产量平均降低16.5%、10.0%。在30%、70%的遮阴条件下，施用锌肥的花生产量比不施锌的分别提高21.1%、25.0%。本试验条件下，施用七水硫酸锌30 kg/hm2，使花生具有较强的抗低温寡照能力及抗病性能，增产显著，可在花生产区推广应用。     

案例教学法在高校园林植物应用课程的教学探索与实践

华南农业大学园林与风景园林专业为传统优势学科，扎实基础的园林植物应用课程已成为专业的特色课程。以华南农业大学的园林植物应用课程的教学实践为例，从课程案例库建立、课程组织与教学、课程考核与成绩评定3方面介绍了案例教学法在课程中的应用，并结合问卷调查和学生作业了解实施效果。结果显示，案例教学法有助于激发学生的学习兴趣和主动性，加深学生对园林植物在园林景观中的价值和作用的理解，增强其对园林植物的认知能力，以及根据场地特点和节庆应用目的等，从生态学、美学和植物文化角度选择和配置应用植物的能力。     

灌浆温度和氮肥及其互作效应对稻米贮藏蛋白组分的影响

灌浆结实期温度与氮肥施用量是影响稻米品质的两个重要生态因子,尤其是与稻米蛋白含量及米饭食味关系密切。本文以多个水稻主栽品种为材料,通迆灌浆结实期的人工控温试验、大田长期定位点的施氮处理试验和盆栽条件下的温氮两因素复合处理试验,探讨了水稻灌浆结实期温度对稻米贮藏蛋白含量与组分影响及其有别于氮肥处理效应的差异觃律,幵分析了温度与氮肥两个因素对稻米贮藏蛋白及其组分影响的交互作用特点。结果表明,高温胁迫和增施氮肥均引起水稻籽粒总蛋白及其谷蛋白组分含量(%)的显著增加,但两者对稻米醇溶蛋白影响却存在明显差别。其中,高温处理引起醇溶蛋白含量显著下降,提高稻米谷蛋白/醇溶蛋白比值,而增施氮肥引起稻米谷蛋白和醇溶蛋白含量明显增加,但对谷蛋白/醇溶蛋白比值与贮藏蛋白各亚基的组成比例影响相对较小。在高温处理下,谷蛋白的57kD前体亚基组分含量有所提高,而37kD酸性亚基和22kD碱性亚基随温度处理的差异变化却因品种而异,且高温处理对水稻籽粒蛋白绝对含量(mg grain~(–1))的影响程度也进没有其对蛋白相对含量(%)的影响明显。高氮×高温处理组合对稻米总蛋白与谷蛋白含量的影响程度显著大于单一高温或高氮处理,但在高氮水平下由高温引起稻米醇溶蛋白含量的下降幅度却小于其低氮对照,有利于稻米醇溶蛋白含量在不同温度处理下的相对稳定。     

糜子愈伤诱导及再分化最适条件研究

研究旨在应用组织培养技术探究愈伤诱导及再分化的最适条件,以期为糜子建立遗传转化体系奠定基础。采用5个糜子品种研究愈伤诱导及再分化的最适条件。利用植物激素2,4-二氯苯氧乙酸(2,4-D)诱导茎尖愈伤组织,筛选出发芽率高、愈伤组织诱导率高、染菌率低的品种,并对诱导愈伤最适激素浓度及配比进行了鉴定。结果显示,‘冀黍2号’出芽率高、愈伤组织诱导率高、染菌率低,适宜进行组织培养;2,4-D对‘冀黍2号’愈伤诱导效果最好,最适浓度为2.5 mg/L,诱导率达86.67%,淡黄色块状,结构紧密,质地较硬,继代培养后形成的胚性愈伤组织状态更好。再分化过程中,2.5 mg/L 2,4-D+3.5 mg/L TDZ时,出现明显的嫩芽。该试验获得‘冀黍2号’愈伤诱导及再分化的最适条件,可为糜子再生体系的构建提供参考。