休闲期不同耕作模式对旱地麦田土壤水分、养分及产量的影响

为探索适宜晋南旱地小麦高效生产的耕作模式,以晋麦92为试验材料,设置休闲期深翻/深翻、深松/深翻、深松/深松、常规耕作(对照)4个耕作模式,研究其对土壤水分及养分、作物生长和水分利用效率的影响。结果表明,深翻/深翻、深松/深翻、深松/深松模式较对照休闲末期3m内土壤蓄水量和土壤蓄水效率显著提高,土壤蓄水效率提高达52.5%~91.3%,以深松/深松模式较好;越冬-孕穗期3m内土壤蓄水量提高,且深松/深松模式与对照差异显著;各生育时期单株干物质积累量提高,且越冬-拔节期深松/深松、深松/深翻模式与对照差异显著,孕穗-成熟期各耕作模式与对照差异均显著;穗数、千粒重、产量和水分利用效率显著提高,其中穗数提高22.7%~29.9%,水分利用效率提高15.1%~21.6%,产量提高39.4%~60.3%,以深松/深松模式较好;收获后0~40cm土层土壤有机质平均含量提高2.5%~8.7%,速效磷含量提高11.1%~34.4%,碱解氮含量提高5.1%~20.2%,以深松/深松模式较好。总之,深翻/深翻、深松/深翻、深松/深松模式均能提高土壤蓄水保墒能力,改善养分供应状况,有利于促进小麦干物质积累,最终提高产量和水分利用效率,以深松/深松模式最佳。     

Herbage production,nutritive value and animal productivity within hardwood silvopasture,open and mixed pasture systems in Appalachia,United States

Demand for livestock food products is projected to increase dramatically through to 2050. Increased livestock production capacity on marginal lands will be critical to meeting this demand. A 5‐year research effort was undertaken to evaluate lamb and sward productivity within open and hardwood silvopasture (SP) systems in Appalachia, USA. Grazing began in mid to late April each year, with the grazing season averaging 141 d. Grazing system treatments during 2002 and 2003 grazing seasons were as follows: 100% open pasture (OP), 67% OP and 33% SP, and 67% OP and 33% SP with delayed SP grazing initiation (OSD). In 2004, a 100% SP (SP) system was added. Animals were rotationally stocked through either 6 (2002–2004) or 7 (2005–2006) paddocks. Open pasture produced greater (P < 0·001) grazing season herbage yield, while all systems generated similar animal performance. Based on summer solstice, herbage production in spring was greater (P < 0·001) than summer, except in 2003. Total non‐structural carbohydrate (TNC) content was greater (P < 0·05) in spring than in summer, except in 2004. Animal performance was superior in spring versus summer (P < 0·001). Animal plasma urea nitrogen (PUN) was lower (P < 0·05) for OP in 2003. When PUN was correlated with nutritive value indicators, the ratio of TNC to crude protein (CP) had the strongest correlation. The strong correlation indicates the need for synchronized ruminal energy and CP availability. Development of silvopasture from existing woodlots has potential to improve whole farm productivity on marginal lands.     

An economically based evaluation index for perennial and short‐term ryegrasses in New Zealand dairy farm systems

Grazed pastures based on ryegrass species provide most of the feed for dairy cattle in New Zealand. There are many cultivars of perennial (Lolium perenne), annual and Italian (L. multiflorum), and hybrid (L. boucheanum) ryegrasses available for dairy farmers to use in pasture renewal. This study describes an index which ranks ryegrass cultivars relative to a genetic base according to the estimated economic value (EV) of seasonal dry matter (DM) traits. A farm system model was used to derive EVs (Grazed pastures based on ryegrass species provide most of the feed for dairy cattle in New Zealand. There are many cultivars of perennial (Lolium perenne), annual and Italian (L. multiflorum), and hybrid (L. boucheanum) ryegrasses available for dairy farmers to use in pasture renewal. This study describes an index which ranks ryegrass cultivars relative to a genetic base according to the estimated economic value (EV) of seasonal dry matter (DM) traits. A farm system model was used to derive EVs ($ ha^?1 calculated as change in operating profit divided by unit change of the trait) for additional DM produced in different seasons of the year in four regions. The EV of early spring DM was consistently high across all regions, whereas EV for late spring DM was moderate to low. Genotype × environment analysis revealed significant reranking of DM yield among ryegrass cultivars across regions. Hence, separate performance values (PVs) were calculated for two mega‐environments and then combined with the corresponding season and region EV to calculate the overall EV for twenty‐three perennial ryegrass and fifteen short‐term ryegrass cultivars. The difference in operating profit between the highest ranked and lowest ranked perennial ryegrass cultivar ranged from $556 ha^?1 to $863 ha^?1 year^?1 depending on region. For short‐term ryegrasses used for winter feed, the corresponding range was $394 to $478 ha^?1 year^?1. Using PV for DM yield, it was estimated that plant improvement in perennial ryegrass has added $12–$18 ha^?1 year^?1 (depending on region) operating profit on dairy farms since the mid‐1960s.     

机采棉加工过程智能控制与试验优化

机采棉杂质含量高,多级籽棉清理和皮棉清理会造成纤维损伤,为综合提高皮棉产品的外观形态和纤维内在质量,提出了对机采棉加工工艺进行过程优化控制的研究方法和试验方案。在充分分析典型机采棉加工流程的基础上,根据最新的棉花质量检测标准,确定杂质面积、杂质颗粒数、反射率、黄度、上半部长度、长度整齐度、短纤维指数、马克隆值、断裂比强度9个参数作为优化目标,建立以加工皮棉产品成交价格最大化的总体优化控制目标。选取对棉花清理有显著影响效果的倾斜式籽清机I和II、提净式籽清机、回收式籽清机、轧花机上部、锯齿式皮清机I和II 7个关键设备的转速作为优化控制变量。采用监控层、控制层、设备层的构架模式,完成关键设备自动化升级改造。使用响应面分析法的中心组合设计试验方法建立控制变量与控制目标之间的数据模型。以建立的总体优化控制目标为适应度评价函数,利用遗传算法完成对多变量数据模型的求解,7个设备的转速分别为495、484、727、472、1 131、822、763 r/min。试验结果表明,加工后的皮棉产品杂质面积变化率降低约7个百分点,上半部长度变化率提高约2个百分点,质量较为稳定。本文方法在降低机采棉含杂率的同时,提高了棉花的综合质量水平。     

智能光纤浊度传感器设计与试验

浊度是指水体中悬浮颗粒的含量,在水产养殖中,悬浮颗粒由大量的细菌、病原体组成,颗粒物浓度过大,易危害水生动物的生存。传统的浊度检测技术易受环境光、色度、温度等因素的影响,稳定性差、精度低。为此设计了基于IEEE1451.2的智能光纤浊度传感器,该传感器由光学检测模块、信号变送模块、智能处理模块组成。光学检测模块采用880nm红外发光二极管作为光源,采用90°散射光检测法,有效降低了色度对浊度检测的影响。信号变送模块采用正向比例积分电路、I/V转换、滤波、检波电路对采集到的散射光电流信号进行处理,得到一个线性关系良好的直流浊度电压信号。为了提高传感器的精确度,设计了基于IEEE1451.2的智能处理模块,构建了温度补偿算法,采用校正TEDS参数完成对浊度的温度补偿,提高了浊度测量的准确度。对传感器性能进行测试试验,结果表明传感器准确度误差在±1.5%以内,稳定性误差在±1.0%以内,满足水产养殖对光纤浊度传感器的需求,具有较高的可靠性。     

基于智能算法优化SVM的横向通风过程中温度场预测方法探究

将改进的智能预测技术应用于储粮横向通风过程中的粮堆温度预测,为粮食通风智能预测与决策提供了一种新思路。选取河北清苑国家粮食储备库冬季横向通风的实时监测数据,在分析主要影响因素的基础上,应用三种智能优化算法——网格寻优算法、GA遗传算法寻优、PSO粒子群算法,结合回归支持向量机理论,对粮堆的通风过程进行建模。结果表明,优化过的回归预测模型能较好地拟合粮食温度与其他变量之间的非线性关系,尤其是当样本数量较为有限时,该方法具有更高的拟合精度,更适合对储粮通风这一强非线性过程的预测研究,对于人工干预操作具有一定的现实指导意义。     

基于模糊神经网络的智能温室环境控制方案

针对农业温室环境的精确建模和控制问题,提出了一种基于模糊神经网络的智能控制方案。首先,在考虑室内外环境因素下,构建一个有效的温室环境数学模型,获得通风量、喷雾量和加热量的微分表达式;然后,利用一种自适应模糊神经推理系统(ANFIS),以温度和湿度差作为输入,通过神经网络自学习和模糊推理获得控制输出;最后,通过遗传算法优化控制器的输出比例因子,提高控制响应速度和稳定性。实验结果表明:该方案能够快速且稳定地追踪环境设置值,具有很好的控制效果。     

基于ResNet-50深度卷积网络的果树病害智能诊断模型研究

[目的/意义]果树病害危及农业生产安全,运用人工智能技术帮助果农及时准确地识别果树病害对保障农业安全生产具有重要意义.[方法/过程]采用10 000张果树叶片病斑图像数据集,通过旋转、污化、增噪、切割等图像增强手段,提高样本图像的多样性;使用ResNet-50深度卷积网络模型,进行机器学习,获得果树病害识别模型,并基于...     

畜禽精准饲喂管理技术发展现状与展望

传统的畜禽饲喂方式易产生畜禽营养不均、饲料浪费等问题,且人工劳动强度较大、生产率有待提高.随着信息技术的进步,以节省饲料和人工成本、促进畜禽营养均衡、保障畜产品品质及安全等为显著优势的精准饲喂管理技术应运而生,并逐渐研发应用.该文阐述了畜禽精准饲喂中饲养信息获取、饲料精准配方及智能饲喂技术的发展现状并分析了当前存在的问...