基于随机森林特征优选的雪茄烟叶晾制过程含水率预测

针对雪茄烟叶晾制过程含水率人工判断主观性强、准确度低等不足,以及对影响雪茄烟叶晾制过程含水率预测的重要表观特征尚不明确等问题,该研究基于图像特征提取以及机器学习技术实现雪茄烟叶晾制过程含水率的预测。试验以雪茄烟品种“云雪2号”为试验材料,获取晾制过程的烟叶图像的颜色、轮廓、纹理以及部位四类特征并筛选出雪茄烟叶含水率预测的优选图像特征子集。在此基础上,构建了随机森林（random forest, RF）、支持向量机（support vector regression, SVR）与反向传播神经网络（back propagation neural network, BPNN）模型,并利用遗传算法（genetic algorithm, GA）对各模型超参数进行优化,将原始图像特征集与优选图像特征集输入3个机器学习模型,构建出6种模型-特征组合方案,依据晾制时期对原始数据集进行划分,并对测试集进行预测。最终结果显示：GA-SVR模型+优选图像特征子集的组合方案在测试集上表现最优,其决定系数（coefficient of determination,r²）与均方误差（mean square error,MSE）分别为0.980和0.001,且运行时间最短（运行时长=0.128 s）。研究结果可为雪茄烟叶晾制过程智能化控制提供理论依据。     

基于高分遥感影像的亚高寒草甸土壤水分含量反演

通过高分卫星遥感影像计算植被供水指数来反演亚高寒草甸土壤水分含量,结合高分辨率遥感影像(GF-2)和中分辨率的遥感影像(Landsat-7)进行土壤水分反演模型建模验证,揭示高分遥感影像结合植被供水指数法在青藏高原东北缘亚高寒草甸草原上的适用性,同时分析研究区土壤水分分布及其影响因素。基于高分二号（GF-2）、Landsat-7影像数据,以甘南藏族自治州当周草原为研究区,利用植被供水指数（VSWI, vegetation supply water index）构建土壤水分反演模型得到研究区土壤水分含量反演图,通过半方差函数及主成分分析法探索研究区土壤水分空间分布及影响因素。结果表明：研究区土壤水分含量分布状态呈现出一定程度的空间变异,体现在整个研究区内以及各个地块之间,土壤水分含量主要介于0.11%~60.44%之间;土壤水分含量与坡度、海拔、坡向、NDVI、地表温度均呈正相关关系,分布主要受NDVI、坡向、坡度、海拔的影响。综上,利用植被供水指数法结合高分遥感影像监测土壤水分含量是可行的,基于GF-2遥感影像所建立的模型拟合度最优,较Landsat-7遥感影像更具优势。     

苋菜、马唐出土对温度、水分的反应

本研究于１９９５～１９９７ 年在中国农业大学杂草研究室完成。研究结果表明：马唐（Ｄｉｇｉｔａｒｉａｓａｎｇｕｉｎａｌｉｓ）、苋菜（Ａｍ ａｒａｎｔｈｕｓｒｅｔｒｏｆｌｅｘｕｓ）室内出土的温度极限点：最低温度５℃,最高４０℃,适宜温度是３０～３５℃。５～５０℃温度段内,在相邻温度间杂草出土率显著变化的段是２０～２５℃和３５～４０℃,出土最快的温度是４０℃;这两种杂草出土的水分极限点是２０％ ,适宜水分是８０％ ,２０％ ～１００％ 含水量段内,在相邻的水分含量间杂草出土率显著变化段是４０％ ～６０％ ,出土最快的水分含量是１００％ 。温度和水分在对苋菜和马唐出土的作用中,二者之间存在一定程度的互补作用,温度对水分的互补作用尤为明显     

喷雾干燥技术制备饲用乳酸菌微胶囊制剂的研究进展

乳酸菌微胶囊技术是将核心菌体包覆于胃不溶、肠溶性的安全、特殊壁材中,可增加菌体对不良环境(胃液、胆盐等)的抵抗力,使其顺利到达肠道以发挥益生作用,且利于储存、加工和运输。利用喷雾干燥技术进行微胶囊制备具有包被速率快、生产成本低、适用于连续化生产等优点,但由于其存在较高进出口风温度及快速脱水过程,对于饲用乳酸菌的微胶囊制备在壁材物质及制备参数等方面具有严格的要求。为此,作者从工艺过程、壁材选择、工艺参数选择及其产品效果分析等方面,对近年来喷雾干燥技术在乳酸菌微胶囊制备方面进行了综述,以期为推动乳酸菌微胶囊制剂的研制及其在动物生产中的应用提供依据。     

Evidence of synergy with ‘stacked’ intrarow cultivation tools

Intrarow cultivation efficacy is often low and highly variable. As the mechanisms affecting weed mortality likely vary by tool, several companies have developed cultivators with the ability to use several different intrarow tools at once. We evaluated the potential for such ‘stacking’ of cultivation tools to increase efficacy. We used different sequences of torsion weeders, finger weeders and row harrows in a test crop of maize with surrogate weeds, Sinapis alba and Panicum miliaceum. Most tool combinations resulted in an additive increase in efficacy compared with the individual tools, but the combination of torsion–finger–row harrow demonstrated a synergistic increase in efficacy. In separate experiments, forward speed, soil moisture and weed size were negatively correlated with efficacy, but the torsion–finger–row harrow combination continued to demonstrate a synergistic increase in efficacy compared with the individual tools in 7 of 11 cases. The drawback was high crop mortality (16.0 ± 1.16%); further mechanistic research is needed to reduce crop mortality while maintaining high mean efficacy, through tool design, adjustment and cultural factors.     

Impact of great gerbils(Rhombomys opimus) on desert plant communities

Great gerbil(Rhombomys opimus) colonies, with bare soil and herbaceous plants, are conspicuous to the background environment throughout their range area. In order to quantify the engineer role of great gerbils, we investigated the plant communities of 20 active colonies in the Junggar Basin, Xinjiang, China. In areas without disturbance, desert plant communities were dominated by the shrubs with low level species richness. In burrow areas and surrounding intermediate areas, which were disturbed by great gerbils, the shrubs were suppressed with the decrease of vegetation cover and aboveground biomass. As a result, "niche gaps" were created in disturbed areas and worked as a refuge for herbaceous annuals and perennials. So the existence of great gerbils increased the overall species richness of the desert. Furthermore, herbaceous annuals and perennials are the major food source for great gerbils in spring, indicating that great gerbils have a mutually beneficial relationship with herbaceous plants.     

Diuron mineralisation in a Mediterranean vineyard soil: impact of moisture content and temperature

BACKGROUND: The diuron‐mineralising ability of the microbiota of a Mediterranean vineyard soil exposed each year to this herbicide was measured. The impact of soil moisture and temperature on this microbial activity was assessed. RESULTS: The soil microbiota was shown to mineralise diuron. This mineralising activity was positively correlated with soil moisture content, being negligible at 5% and more than 30% at 20% soil moisture content. According to a double Gaussian model applied to fit the dataset, the optimum temperature/soil moisture conditions were 27.9 °C/19.3% for maximum mineralisation rate and 21.9 °C/18.3% for maximum percentage mineralisation. The impact of temperature and soil moisture content variations on diuron mineralisation was estimated. A simulated drought period had a suppressive effect on subsequent diuron mineralisation. This drought effect was more marked when higher temperatures were used to dry (40 °C versus 28 °C) or incubate (28 °C versus 20 °C) the soil. The diuron kinetic parameters measured after drought conditions were no longer in accordance with those estimated by the Gaussian model. CONCLUSION: Although soil microbiota can adapt to diuron mineralisation, its activity is strongly dependent on climatic conditions. It suggests that diuron is not rapidly degraded under Mediterranean climate, and that arable Mediterranean soils are likely to accumulate diuron residues. Copyright © 2010 Society of Chemical Industry     

Influence of salinity and moisture on the threshold shear velocity of saline sand in the Qarhan Desert,Qaidam Basin of China: A wind tunnel experiment

Determination of the threshold shear velocity is essential for predicting sand transport, dust release and desertification. In this study, a wind tunnel experiment was conducted to evaluate the influence of salinity and moisture on the threshold shear velocity of saline sand. Saline sand samples (mean particle size of 164.50-186.08 μm and the total silt, clay and salt content of 0.80%-8.25%) were collected from three saline sand dunes (one barchan dune and two linear dunes) in the Qarhan Desert, Qaidam Basin of China. Original saline sand samples were placed in two experimental trays for wet and dry processing to simulate deliquescence and desiccation, respectively. Surface moisture content ranging from 0.30% to 1.90% was generated by the steam method so that the saline sand can absorb water in a saturated water vapor environment. The motion of sand particles was determined by the observers with a solid laser. The laser sheet (0.80 cm thick), which was emitted by the solid laser, horizontally covered the sand surface and was bound to the sand. Results show that the cohesion of saline sand results from a combination of salt and water. The threshold shear velocity increases exponentially with the increase in crust thickness for the linear sand dunes. There is a positive linear correlation between the original moisture content and relative threshold shear velocity. The threshold shear velocity of dewatered sand is greater than that of wet sand with the same original moisture content. Our results will provide valuable information about the sand transport of highly saline soil in the desert.     

烘后玉米脂肪酸值变化情况的研究分析

采用标准扦样法,标准检测法,对吉林省中储粮分公司的承储的274万吨中央储备玉米烘后脂肪酸值变化情况的跟踪研究,结果表明玉米脂肪酸值变化与收购入库时间、玉米的成熟度、烘干工艺和储存时间的长短有着密切的关系,收购入库越滞后、玉米成熟度越差、烘干工艺越落后、烘后初始入库的脂肪酸值相对偏高,脂肪酸值变化升幅相对较快,同时脂肪酸值还随着储存时间的延长呈逐年上升趋势,储存时间越长,脂肪酸值升幅越大,最高的可达到重度不宜存。     

谷子免间苗技术的土壤水分阈值研究

目的:研究土壤水分、水势与谷子出苗率的关系,为生产应用谷子免间苗技术提供理论依据。方法:选用2种谷子品种(晋谷29号、张杂谷5号),在不同土壤水分条件下研究谷子的出苗规律及基本全苗的水分临界阈值,同时利用土壤水分特征曲线分析土壤水势对谷子出苗的影响。结果:出苗率达到80%以上的土壤水分可作为应用谷子免间苗技术的适宜播种指标,褐土性壤质土表层含水量需达到11.8%,田间持水量达到55%以上,土壤水势大于-2.15巴。结论:该研究可以为谷子免间苗技术的实施提供科学依据。