电子鼻鉴别白酒信号小波去漂移方法

为提高电子鼻长期鉴别的稳健性,提出了一种基于小波分析的电子鼻信号去漂移方法。对含漂移信号的电子鼻数据进行小波分解,获得分解系数;构造一种相对偏差阈值滤波函数对小波逼近系数进行阈值处理,获得修正的小波系数;运用小波逆变换对修正后的小波系数进行重构,得到去除漂移或少漂移的电子鼻信号。对6种白酒样本随机生成的5组样本训练集与对应的测试集进行去漂移处理与信号重构,提取去漂移处理前后的电子鼻信号积分值特征,并运用Fisher判别分析(FDA)和BP神经网络分别对5组数据集进行鉴别分析。FDA鉴别结果显示,无论是训练集还是测试集,5组样本的鉴别正确率由去漂移前的最高值45%提升至去漂移后的100%。BP神经网络鉴别结果显示,5组样本的鉴别正确率由去漂移前的最高值31.7%提升至去漂移后的98.3%。这说明所给出的去漂移方法在白酒电子鼻的鉴别中是稳健有效的。同时,也为电子鼻鉴别其他物品提供了一种可借鉴的去漂移方法。     

农药飘移状况的室内模拟测定

以硫酸铜代替农药,采用室内恒定风速模拟,结合分光光度法测定和数学模型拟和,研究了不同农药喷雾量及喷雾溶液浓度接近地面飘移情况.结果表明,在本试验条件下,飘移路径上某一点收集到的有效成分比例为常数,该常数与飘移距离高度相关,与喷雾量和喷雾溶液浓度无关.     

植保无人机低空低量施药雾滴沉积飘移分布立体测试方法

随着植保无人机在中国的广泛使用,植保无人机的沉积分布均匀性与雾滴飘移流失也引起各方面的重视。目前,针对植保无人机施药雾滴沉积飘移的测试方法较少,且着重于从沉积或飘移中某一方面分析植保无人机雾滴沉积飘移规律,未对作业中全方位的雾滴的沉积飘失规律进行系统测试。该文基于国际标准ISO22866和ISO24253建了1套针对低空低量植保无人机的立体测试方法,分别在地面布置沉积和飘移收集器,在空中架设立体沉积和空中飘移收集器,结合航拍影像所获取的植保无人机准确作业参数,对4个型号植保无人机分别搭载德国Lechler公司的IDK120-015和TR80-0067喷头进行了测试,系统分析了无人机周边的总沉积以验证方法准确性,计算了总地面沉降以表征可利用部分和空中耗散以评估环境风险。结果表明,各植保无人机地面沉积率在53.6%~76.6%,地面飘移率最高17.4%,空中飘移率可高达14.7%;该测试系统可收集62.4%~101.7%无人机喷洒出的雾滴。测试的4种植保无人机在搭载IDK喷头后均明显降低了雾滴飘移,但也同时降低地面沉积率;各植保无人机在搭载2种喷头时沉积规律不同,不同植保无人机设计需要选择不同喷头。该测试方法能够有效的收集并分析植保无人机在作业区域的雾滴立体分布状态,可为植保无人机综合评估提供新的参考依据。     

植保无人机旋翼风场模型与雾滴运动机理研究进展

近几年,植保无人机施药技术在中国获得广泛应用,并逐渐发展为国内主要植保技术之一。但由于对植保无人机施药技术基础理论研究不够深入,相关机理尚不明晰,且植保无人机作业平台的稳定性依然有待提高,导致国内植保无人机施药效果不够理想。深入研究植保无人机施药技术的基础理论,理论结合试验结果共同指导植保无人机田间施药是提高其施药效果的经典方法。该研究综述了植保无人机旋翼风场分布特性、雾滴与无人机旋翼风场交互机理、雾滴沉降与飘移机理、雾滴与叶片表面的交互机理及雾滴分散和蒸发特性等植保无人机施药技术基础理论及其模型构建情况的国内外研究现状,并结合其基础理论与模型构建的国内外研究现状,给出植保无人机施药技术的未来发展建议,以期为植保无人机施药技术的发展提供参考。     

Spawning success and early life history of longnose suckers in Great Lakes tributaries

Fish eggs and larvae are often subject to very high mortality, and variation in early life survival can be important for population dynamics. Although longnose suckers (Catostomus catostomus) are widespread in northern North America, little is known about their early life history. We examined fecundity and early larval survivorship during sucker spawning events in three small Lake Michigan tributaries. Although egg deposition varied 25% among spawning events, estimated larval export to the lake varied over 25,000‐fold from around 1000 to 26 million. Based on variation in environmental conditions across years, it appears that spring flow and temperature may be important determinants of egg survival to larval outmigration. Larval age data suggest that most individuals that survived to outmigration hatched during a 2‐day period despite adult spawning across at least 10 days. Most larvae spent <2 weeks in the stream and emigrated around the time of transition from endogenous to exogenous feeding before substantial growth occurred. In two of three cases, larvae drifted exclusively at night; however, high drift rates occurred during both day and night in the case where larvae were very abundant, suggesting density‐dependent drift behaviour. Our results indicate that survival in tributary streams from egg deposition to larval export is highly variable in longnose suckers. These large differences in early life survival may translate into variability in recruitment, thereby influencing population structure and dynamics.     

基于可信多数投票的快速概念漂移检测

数据流因具有数据持续到达，概念漂移产生时刻无法预测、概念的数量不确定等特征，使得滑动窗口的大小很难事先确定，滑动窗口包含概念的数量对概念漂移检测存在影响.本文提出了基于可信多数投票的快速概念漂移检测算法（CMV_SEA），该算法使用SEA算法中的基分类器淘汰方法，使用可信多数投票实现滑动窗口中基分类器的集成.仿真实验表明：相比于SEA算法，CMV_SEA算法提高了泛化能力；能在新概念产生的第一时间内检测到概念漂移；对概念漂移的检测能力和新概念的学习能力不受滑动窗口大小的影响.     

Downstream drift of round goby (Neogobius melanostomus) and tubenose goby (Proterorhinus semilunaris) in their non‐native area

Several Ponto‐Caspian gobiid species have recently expanded their ranges in Europe and North America. This is the first study to demonstrate passive downstream dispersal (drift) of the round goby (Neogobius melanostomus) and tubenose goby (Proterorhinus semilunaris) in newly colonised areas (River Dyje, Danube basin), a factor that could play an important role in their dispersal. Drift duration (i.e. number of dates on which the species was caught) in round goby was longer than that of both native species and tubenose goby, providing a possible advantage. Size of drifting fish was restricted to a narrow range of 6–8 mm and 5–8 mm for round and tubenose goby, respectively. Drift in both species occurred almost completely during hours of darkness (<1 lux) and fish size did not vary throughout the night. In both species, drift density increased significantly during the first hour after dusk. Round goby density gradually decreased up to dawn, while tubenose goby density varied throughout the night with no clear pattern. Drift of early life stages appears to be an important phenomenon that has not received adequate attention in studies of round and tubenose goby ecology and dispersal.     

农业航空喷雾雾滴漂移及其数学分析

通过田间试验研究,探索了装配GP—81喷头的运五型飞机喷洒2,4—D丁酯乳油稀释液的雾滴漂移状况,建立了有关数学模型。研究表明,较低蒸发度的水雾滴漂移距离为340m,较高挥发度的2,4—D丁酯漂移距离达700m;雾滴密度和沉降量随下风距离增加而减小较快,雾滴直径减小较慢;气象因子和喷液配方对雾滴漂移有重要影响;三次多项式方程Y=b_0 b_1X b_2X~2 b_3X~3能很好地描述雾滴漂移与下风距离的关系,模型中的参数具有明确的实际意义,提出了喷洒2,4—D丁酯时的有效隔离带宽度。     

流动沙丘表面输沙率的理论计算方程

本文研究流动沙丘表面上输沙率的理论计算，得出输沙率是风速的二次函数且与沙丘表面沙粒平均粒度的１．４３次方成反比的新结论。