基于改进粒子群算法的烧结配料预测模型

针对烧结配料系统中的非线性、复杂性和相关性，基于BP神经网络建立烧结配料的预测模型，并采用粒子群算法对预测模型参数进行优化。为了克服粒子群算法的局部收敛性，在迭代过程中，根据迭代次数对惯性权重进行动态非线性调整，从而提高算法的搜索能力。仿真结果表明，所提出的改进粒子群算法与传统的粒子群算法比较，收敛速度快、迭代次数少、具有较强的全局寻优能力。     

A quick method of soil moisture determination

Abstract

The method described here is useful for the quick determination of soil moisture, especially when many determinations are to be made at a time. The only pieces of apparatus required are some wide‐mouthed conical flasks, a few pieces of glass rod and a balance. The principle involves recording the weight of the flask filled with water and soil sample of known weight (A). This flask weight (H), and the predetermined soil particle density (D_p) and weight of the water‐filled flask (G) are then used to calculate moisture percentage (MP) in the soil sample from the formula:

The method was compared with conventional oven‐drying technique for a wide range of soil textures, moisture contents and other contrasting soil properties. The results obtained showed that the accuracy, precision and simplicity of the method are good, particularly for rapid practical uses.     

基于粒子群的多BP网络并行非线性预测控制

针对传统预测控制算法在解决非线性系统控制问题时，存在难以建立精确的数学模型、控制精度不高等缺点，提出一种新的非线性系统预测控制方案。以多BP神经网络作为并行预测模型，克服误差积累以及网络规模庞大的缺点；运用粒子群优化(PSO)算法完成非线性预测控制的滚动优化。仿真表明，该方案的控制效果比常规动态矩阵控制效果有所提高，该方案是可行和有效的。     

基于最小二乘法的落叶松木粉粒径数学建模与分析

【目的】建立落叶松木粉粒径与长宽比的数学模型，通过分析数学模型和其二阶导数，揭示木粉长宽比随粒径减小的变化趋势及变化的根本原因，获得最大长宽比对应的粒径，为建立长宽比与力学性能之间的定量关系提供参考。【方法】利用光学显微镜拍摄获得木粉的显微图像，测算获得目标木粉成熟管胞的平均长度、平均宽度以及木粉粒径的大小。通过数字图像处理技术提取单木粉颗粒的矩形度、长宽比：将原始木粉显微图像由 RGB颜色空间转到Lab颜色空间，提取其b分量；对b分量图像用3×3模板进行中值滤波；用K-means算法将去噪后图像聚类为2类，得木粉的二值图像；对二值图像用5×5的结构元素进行先开启后闭合的数学形态学运算；用八连通区域法标记图像中的单木粉颗粒；对标记后图像用目标区域像素点个数统计法计算获得单木粉颗粒的几何面积，用主轴法获得单木粉颗粒的最小外接矩形的长、宽、面积；计算获得单木粉颗粒的长宽比、矩形度数据。采用最小二乘法对木粉粒径与长宽比进行数据拟合，通过分析评判多项式、高斯和傅里叶3种拟合函数后选用高斯方程表达得木粉粒径与木粉长宽比的数学模型，再根据其拟合曲线方程计算得其二阶导数，结合模型的二阶导数和测算得的木粉管胞数据对高斯模型进行分析与讨论。【结果】矩形度不随木粉粒径的减小而变化，均值在0.6～0.8之间。长宽比随粒径减小出现先增大后减小的趋势：木粉粒径在1100～576μm 时，长宽比数值从接近于1开始逐渐增大；木粉粒径为576μm时(与本文目标木粉成熟管胞的平均长度563.82μm接近)，长宽比达到最大数值4.6；木粉粒径在576～30μm时，长宽比逐渐减小；而粒径小于50μm 时(与目标木粉成熟管胞的平均宽度46.498μm接近)，长宽比数值再次趋近于1。【结论】长宽比的变化与管胞破裂密切相关：木粉粒径大于管胞长度时，木粉主要通过纵向断裂使粒径减小；粒径与管胞长度接近时，长宽比较大；粒径小于等于管胞宽度范围内，木粉主要是横向断裂，而长宽比基本不再发生变化且趋近于1。长宽比和冲击强度随粒径减小的变化趋势是一致的，长宽比是影响材料力学性能本质因素之一。     

投影寻踪模型在水稻灌溉制度评价中的应用

优化水稻灌溉制度是解决粮食安全与水资源短缺两大紧迫问题的关键。从水稻灌溉制度评价方法研究出发,针对传统的水稻灌溉制度评价中指标权重赋值客观性差的问题,提出了基于粒子群优化投影寻踪模型的水稻灌溉制度评价方法,该方法通过对水稻主要生育阶段的多个状态变量建立投影寻踪模型并优化投影方向,从而根据状态变量在最佳投影方向线型投影得到的投影值大小进行水稻灌溉制度的综合评价,避免了专家赋权的人为干扰。选取水稻分蘖及灌浆2个重要生育阶段,分别建立模型并对4种灌溉模式进行综合评价,其评判结果与实际相符,验证了该方法的准确性与可行性。     

Pulverizing Soils for Laboratory Analysis

Soil-testing laboratories utilize a range of grinder types to pulverize soils for laboratory analysis. This study was conducted to evaluate the effects of soil particle diameter and laboratory subsample size on analysis variability on nitrate, Bray 1 extractable phosphorus (P), extractable potassium (K), and soil organic matter (SOM). Four soils collected for the Agricultural Laboratory Proficiency Program were pulverized using four types of commercial grinders and analyzed for particle-size distribution, P, and K. In a second study, soils were pulverized to pass sieves of 2.0, 1.0, and 0.50 mm and subsampled for P, K, and SOM. Results of the commercial grinders indicate a range in mean particle diameters from 0.15 to 0.60 mm, with the lowest for the grinder utilizing a hammer mill design. Sieve-size analysis results indicate that the coarsest 2.0-mm fraction had the largest variability for all soil analyses evaluated. Analyte variability decreased with decreasing sieve size. Mean Bray P, K, and SOM-LOI (Loss-on-Ignition) mean concentrations were not statistically significantly different across the sieve sizes evaluated. Laboratory analysis variability for extractable Bray P increased as subsample size was reduced.     

黄土丘陵植被恢复区不同植被类型对土壤物理性质的影响

通过对比研究了山西吴起县植被恢复区不同植被类型的林草地和农田的土壤物理性质,包括土壤容重、土壤孔隙度、土壤水稳性团粒结构。结果表明:不同植被类型的土壤容重为1.17~1.21 g/cm3,差异较小,但均比农田(1.31 g/cm3)低约11%,不同植被类型地各层土壤不同粒径的土壤团粒结构百分含量高于相应的天然草地和农田。实施植被修复后,与农田相比,林地土壤物理性质得到明显改善,混交林的土壤物理性质好于纯林林,天然草地和农田较差,天然草地略好于农田。     

毒死蜱微囊悬浮剂的制备及微囊化条件的优化

以脲醛树脂为壁材,采用原位聚合法制备了20％毒死蜱微囊悬浮剂,探讨了影响微囊粒径大小及分布的因素,优化了微囊化条件,并就其与毒死蜱乳油对韭菜迟眼蕈蚊Bradysia odoriphaga幼虫的毒力进行了对比。结果表明,选用苯乙烯-马来酸酐共聚乳液(SMA)为分散剂(质量分数为总体系的2.5％),乳化条件为1 500 r/min搅拌30 min,60 min内调节体系pH值至2.5,反应后期升温至45℃,在此条件下制备的毒死蜱微胶囊外形较好,平均粒径为8.9 μm,分散系数为0.182 6,包封率高达99.54％。毒力测定结果表明,乳油和微胶囊对韭菜迟眼蕈蚊幼虫的初始LC50值分别为2.05和 3.02 μg/mL;而在自然环境中放置32 d后,乳油对该虫的毒力下降较快,LC50值为100.23 μg/mL,而微囊悬浮剂毒力仍保持较高水平,LC50值为15.63 μg/mL。表明毒死蜱微囊悬浮剂兼具速效性高和持效期长的优点。     

西北农林科技大学资源环境学院，陕西 杨凌 712100

在宁夏固原上黄试验区，对灌木林地、农地、天然草地、果园和人工草地5种利用方式土壤的化学性质、颗粒组成与其分形特征之间的关系进行了分析和研究。结果表明：①土壤砂粒含量与土壤分形维数存在一定的相关性；粘粒含量与土壤分形维数表现出极显著正相关，即粘粒含量越高其分形维数越大；②灌木林地随着种植年限的增长，粘粒含量增多，分形维数也增加；而果园随种植年限的增长，粘粒含量减少，分形维数降低；不同利用方式土壤颗粒分形维数变化趋势为天然草地〉农地〉灌木林地〉果园〉人工草地；③影响土壤颗粒分形维数的因素主要有砂粒含量、粘粒含量以及阳离子交换量等，土壤粘粒含量、颗粒分形维数及阳离子交换量三者存在极显著相关，土壤颗粒组成的分形维数可以作为表明土壤发育状况的一个重要指标。     

Underwater sound detection by cephalopod statocyst

Abstract:   The cephalopod receptor of particle motion was identified. In a previous study, it was suggested that statocysts served this function, but there was no direct supporting evidence, and epidermal hair cells had not been conclusively ruled out. Experiments on Octopus ocellatus were conducted using respiratory activity as an indicator of sound perception. Intact animals clearly responded to 141-Hz particle motion at particle accelerations below 1.3 × 10⁻³ m/s², and the mean perception threshold at this frequency was approximately 6.0 × 10⁻⁴ m/s². Specimens in which the statoliths had been surgically removed did not show any response for accelerations up to 3.9 × 10⁻³ m/s² at 141 Hz, which was approximately 16 dB greater than the mean perception threshold at this frequency. Specimens that had undergone a control operation in which the statoliths remained intact showed positive responses at 2.8 × 10⁻³ m/s² for the same frequency stimulus. This indicates that the statocyst, which is morphologically similar to the inner ear system in fish, is responsible for the observed responses to particle motion in O. ocellatus . This is the first direct evidence that cephalopods detect kinetic sound components using statocysts.