基于支持向量机的农机装备水平差异分类研究

针对黑龙江垦区各农场农机装备水平不平衡差异问题,采用支持向量机多类分类和主成分分析相结合的方法进行研究。将农机装备水平分为3个等级水平,从总量、速度和均量3方面选取10个评价指标;采用主成分分析法确定5个主要合成指标;建立多类分类支持向量机新模型,把新模型转化成一个互补问题,利用Lagrangian隐函数进一步转化成一个强凸的无约束优化问题,采取快速牛顿算法进行求解;利用实证调研数据,从发展差异度的角度对黑龙江垦区98个农场农机装备水平的差异进行多指标分析,在分类的准确度和训练速度方面都有很好的表现。     

温度对住宅区气体污染物扩散的影响

温度在气体污染物扩散的过程中起一定的作用。在现实生活中,由于日晒和地表辐射的存在,使得地面、建筑物外表面都与空气存在一定的温差。温差的存在会改变地表及壁面附近的流场,从而对住宅区污染物的扩散产生影响。利用理论推导对热力因素及扩散因素的关系进行了研究,并且与数值模拟的试验结果进行比较。结果发现理论推导与试验结果整体趋势相一致。这表明在与无温差情况相比较,温差存在时,地表及壁面附近流场更加紊乱;温差与气体污染物的扩散具有正相关性,对住宅区污染物的稀释起积极作用。     

常绿植物在杨凌居住区绿地中的应用调查研究

采用样地调查的方法对杨凌居住区绿地中常绿植物的种类组成、栽植类型、生长状况等进行研究,结果显示:杨凌居住区绿地常绿植物共计15科24属32种,其中,常绿乔木11种,多为松柏科,数量占17%,常绿灌木17种,多为阔叶植物,数量占55%;78%的常绿植物生长良好;常绿植物在居住区绿地中多采用孤植、对植、列植、丛植、片植、绿篱的栽植类型。调查中发现,在居住区绿地中存在着常绿植物的应用未做到适地适树、种植密度不够合理、养护管理不到位等问题,为此提出增加常绿植物种类、保持常绿落叶植物适宜比、注重植物生态性、营造有特色的常绿植物景观和重视日常养护管理等建议。     

景泰绿洲3种小谷物的产草量与牧草营养成分预测

为了预测景泰绿洲春小麦(Triticum aestivum)、燕麦(Avena sativa)、黑麦(Secale cereale)的产草量和营养品质,通过田间试验,测得牧产草量、株高和分蘖,室内测定粗蛋白、粗脂肪、中性洗涤纤维、酸性洗涤纤维、粗灰分和可溶性碳水化合物,分析各指标之间的相关性。结果表明,收获干草的3种小谷物分蘖和株高均与可溶性碳水化合物之外其它5个营养指标存在显著相关性(P0.05),模拟轮牧的春小麦和黑麦株高与营养指标均无相关性(P0.05),燕麦和黑麦的分蘖与6个营养指标均呈显著相关(P0.05)。建立了根据株高预测产草量和营养品质的模型、用分蘖预测牧草营养品质的模型、用产草量预测牧草营养品质的模型、用分蘖和产草量两个因子综合预测营养品质的模型。经过与实测值对比,各预测模型的准确性均较高。     

风电开发对坝上地区生态环境的影响研究

在分析坝上地区生态环境现状的基础上,对坝上地区风力发电的优势进行了相关研究,并提出了开发风电的思路。     

On-farm evaluation of an active optical sensor performance for variable nitrogen application in winter wheat

Winter wheat (Triticum aestivum L.) represents almost 50% of total cereal production in the European Union, accounting for approximately 25% of total mineral nitrogen (N) fertilizer applied to all crops. Currently, several active optical sensor (AOS) based systems for optimizing variable N fertilization are commercially available for a variety of crops, including wheat. To ensure successful adoption of these systems, definitive measurable benefits must be demonstrated. Nitrogen management strategies developed based on small-scale plot research are not always meaningful for large-scale farm conditions. In 2010–2012 (5 site-years) on-farm study was implemented in northern Poland utilizing a strip-trial design. The objective was to evaluate the performance of AOS in combination with a built-in algorithm for variable N rate fertilization. In this study, the reference uniform N rates (farmer’s practice) were comparable to optimum variable N rate recommendations. Side-by-side comparisons of uniform and variable N application revealed inconsistent benefits in terms of grain yield, grain protein content (GPC), N use and N use efficiency (NUE). Anticipated yield increases and/or reduced N rates are typical drivers for AOS adoption. Significant yield increases are not easily attained on farms with winter wheat yields already close to maximum yield potential. Thus, sensor-based variable N rate recommendations for fields previously fertilized with relatively low uniform N rates would often entail more appropriate allocation (redistribution) of the same amount of total N. This would minimize N surplus in areas of lower productivity and to improve the sustainability of N management overall.     

北京山区水源林结构与功能关系研究

为了准确把握北京山区水源林林分特征,掌握其结构与功能的关系,以北京山区的水源林16种森林类型作为研究对象,分析了林分的结构特征;采用因子分析方法对林分结构与水源涵养功能关系进行多因子分析研究,结果表明:在林分层次上,影响水源涵养功能的林分结构因子主要是林分树种组成、年龄、郁闭度、起源、层次、生物量以及土壤结构7个因子。研究结果可为北京山区水源林经营提供科学依据。     

闽台葡萄种植关键技术比较与合作思考

以2011年5月16日中国农学会葡萄分会和台湾21世纪农业发展基金会在福建省福安市召开的海峡两岸葡萄科技合作恳谈会为契机,总结比较了闽台葡萄种植的五项关键性技术,并对闽台葡萄产业的合作发展提出建议。     

Current status and trends of wheat genetic transformation studies in China

More than 20 years have passed since the first report on successful genetic transformation of wheat. With the establishment and improvement of transformation platform, great progresses have been made on wheat genetic transformation both on its fundamental and applied studies in China, especially driven by the National Major Project for Transgenic Organism Breeding, China, initiated in 2008. In this review, wheat genetic transformation platform improvement and transgenic research progresses including new techniques applied and functional studies of wheat quality, yield and stress tolerant related genes and biosafety assessment are summarized. The existing problems and the trends in wheat transformation with traditional methods combined with genomic studies and genome editing technology are also discussed.     

基于田间空气中病菌孢子浓度的小麦白粉病病情估计模型研究

2014和2015两年度利用Burkard定容式孢子捕捉器监测了高感小麦白粉病品种京双16种植区和中感品种众麦2号种植区田间空气中的病菌孢子浓度变化动态,同时利用小型气象站监测了田间的气象因子,通过分析京双16和众麦2号种植区空气中孢子浓度与空气温度、湿度、降雨、风速和太阳辐射率的相关性,发现空气中的孢子浓度主要与空气温度呈显著的正相关性(r0.348 3,P0.05)。在此基础上,分别分析了田间病情与调查日期前累积孢子浓度、一周前累积孢子浓度、前一周累积孢子浓度和当周累积孢子浓度的关系,结果表明,中感品种众麦2号田间病情与累积孢子浓度的关系均呈指数关系,其中田间病情与调查日期前累积孢子浓度或一周前累积孢子浓度的拟合效果最好,而感病品种京双16的田间病情与累积孢子浓度多呈对数关系,其中病情指数与一周前累积孢子浓度的拟合效果最好。