基于BP神经网络的人机联合率定SWMM研究

为解决雨洪管理模型(SWMM)在率定过程中参数复杂、过程繁琐等问题。以西宁市某地块为例建立SWMM模型,利用Morris筛选法进行参数灵敏度分析,并根据灵敏度分析的结果进行人工率定;另外利用BP神经网络对模型进行率定,并结合参数灵敏度对其进行优化。对3种率定方案进行分析,结果表明:水文水力模块参数的相对灵敏度基本一致,其中灵敏度较大的参数为子汇水区面积(Area)、不透水率(Imperv)和不透水区洼地蓄积量(Destore-Imperv),并且不同降雨条件下模型参数的灵敏度存在差异。经过优化后的BP神经网络参数率定方法的模型模拟效果最好,纳什系数最大。结合灵敏度优化BP神经网络的人机联合率定方法一方面能提高BP神经网络率定的准确性,另一方面又能提高传统人工率定的效率。     

Prediction of baking results from farinograph measurements by using stepwise linear regression and artificial neuronal networks

In an effort to extract additional data from farinograph experiments a model was developed to simulate the measurements and correlate the parameters of the model with results from baking tests. This additional information can be used in bakeries to predict the baking properties of the flours and adjust the recipes to maintain a constant product quality. For this eight different flours were characterized with a farinograph and 13 different results from baking experiments. An approach with five nonlinear differential equations was able to model the farinograph measurements very well (average R² = 0.995 ± 0.005). While a stepwise multilinear regression only showed weak correlations in cross validation between a single parameter of the model and the baking volume (R² = 0.745) and the volume yield (R² = 0.796) respectively, the artificial neuronal network was more successful. For the baking weight (R² = 0.926), the dough yield gross (R² = 0.909) and net (R² = 0.913) strong correlations were found. A good correlation for the baking volume (R² = 0.853) was also determined, while the volume yield showed comparable results to the linear regression (R² = 0.792).     

The effects of density and artificial substrate on intensive shrimp Litopenaeus vannamei nursery production

Recirculating aquaculture systems (RAS) can be installed indoors, allowing year-round production of tropical animals in nearly any climate. A nursery phase is commonly used in Litopenaeus vannamei production since it allows for enhanced biosecurity and better quantification of animals while reducing space requirements. However, it is unclear whether animal density and inclusion of artificial substrate may improve shrimp performance during the nursery phase. In this experiment, we compared shrimp production parameters in two stocking densities with or without the use of an artificial substrate by creating four treatments: low-density LD; 1500 PL/m⁻³, low-density with substrate LDS, high-density HD; 3000 PL/m⁻³), and high-density with substrate (HDS). The LDS and HDS treatments included 0.46-m² of high-density polyethylene 2.5-cm mesh as a substrate, which increased the tank surface area by 21 %. Each treatment was randomly assigned to four 160-l culture tanks, each with a biofilter. The shrimp had an initial weight of 4 mg and were grown for 50 days. The low-density treatments had significantly higher dissolved oxygen (DO) and pH than the high-density treatments (P ≤ 0.001). Specifically, LDS had the highest DO and pH followed by the LD, HD, and HDS treatments, respectively. High-density treatments had significantly higher NO₂-N levels than low-density treatments during week 2 of the experiment when an unusually high concentration of nitrite was observed. FCR was significantly lower in both low-density treatments than in high-density treatments. At harvest, the total biomass (kg m⁻³) was significantly higher in high-density treatments than in low-density treatments (P ≤ 0.001), and the HDS treatment had a significantly greater biomass output than HD. Producers should consider artificial substrate and higher densities during nursery production to maximize shrimp production; however, the effects on water quality should also be taken into account.     

凉山半细毛羊新品种的选育技术与经验

凉山半细毛羊新品种的育成,是采用表型选择和基因型选择相结合产生的结果。在初生期、断奶期、育成期和成年期采取表型鉴定、逐步选择淘汰的制度。根据羔羊断奶期性状与育成期性状之间的显著相关性对羔羊单性状进行早期选择。应用同期发情与后裔测验相结合的方法,对种公羊基因型值用BLUP法进行选择。同时,加强育种工作的组织领导,组建独具特色的三级繁育体系,改善育种羊群的饲养管理条件,圆满完成了国家下达的半细毛羊新品种选育的任务,填补了国内粗档半细毛羊品种的空白。     

扁穗牛鞭草人工草地中空心莲子草杂草防除效果研究

利用水花生净除莠剂可有效地防除扁穗牛鞭草人工草地中的杂草空心莲子草,平均株防效达26.7%～99.8%,并且在较高防效下药剂对扁穗牛鞭草较为安全。在空心莲子草杂草生长盛期,14%的水花生净乳油以浓度为675ml/hm2～900ml/hm2、各处理对水600ml的防除效果最佳,可达到100%。综合考虑,以525ml/hm2～675ml/hm2的浓度为宜。     

落叶松人工林林分径级结构的研究

本文描述了落叶松人工林抚育后径级结构特征。试验表明，抚育后的林分在一定密度条件下，其密度遵从Ｗｅｉｂｕｌｌ分布，并能保持相当长的时间不变；其密度较大，Ｗｅｉｂｕｌｌ参数值在２～３间变动，ｂ值在６～８间变动；稀疏时不能用Ｗｅｉｂｕｌｌ分布模拟。     

柳杉扦插繁殖试验初报

采用正交试验设计分析了母树年龄、采穗部位、扦插基质、扦插时间、激素处理对柳杉扦插成活率的影响，结果表明：母树树龄和扦插时间是影响扦插成活的主要因素，扦插基质、采穗部位、激素处理对扦插成活无显著影响。     

核桃芽接接穗高效繁殖试验

以5年生早实核桃辽宁1号为试材，通过研究接穗的采集时间，采集长度，可利用芽率，每根枝条可采接穗数等，得出核桃芽接接穗的高效繁殖技术。5月-6月应在新梢长到30cm-50cm时掐头，5天后，留1个-2个芽剪枝做接穗，在管理好的采穗圃，一年每个枝条可采5根-7根接穗，其中2/3用于夏季芽接，1/3用于秋季闷芽接，这些接穗上的接芽多充实，饱满，一株5年生树一年可采集接穗50根-80根，可利用接芽数为250个-400个。     

黑龙江省西部地区重瓣白玫瑰引种栽培及繁育技术

经在黑龙江省齐齐哈尔地区对重瓣白玫瑰引种栽培及繁育技术研究表明：该树种　１９９７～２０００年的平均抗寒指数为　２．７，冻害小于Ⅲ级，枝条冻伤长度小于　５０％，能正常开花，可以在此安家落户。同时对其形态特征、主要物候期、繁育技术和抚育管理作了介绍。     

家蚕种茧育稚蚕人工饲料育的比较试验

通过对日系种茧育稚蚕人工饲料育繁育的一代杂交种进行比较试验。探讨人工饲料在种茧育上的应用可能性。