Simulation of future dissolved oxygen distribution in pond culture based on sliding window-temporal convolutional network and trend surface analysis

Dissolved oxygen (DO) is a key ecological factor to measure the quality of water in the aquaculture. As the pond water body is affected by the breeding environment, the spatial distribution of DO shows a certain law in the entire pond. Therefore, to simulate the distribution of DO in aquaculture waters and grasp the temporal and spatial variation of DO is the key to achieving precise regulation of DO. For this purpose, this paper proposed a method for simulating the temporal and spatial distribution of DO in pond culture based on a sliding window-temporal convolutional network together with trend surface analysis (SW-TCN-TSA). This paper first utilized SW to construct DO data sets with different prediction durations, and then used the improved TCN model to realize one-dimensional time series prediction for DO at single monitoring point. Based on the prediction results of DO, a TSA method was performed on the predicted values of DO at the extreme moments of all discrete monitoring points, so as to realize the simulation of the temporal and spatial distribution of DO in the pond. Experimental results show that the SW-TCN model has better prediction performance for one-dimensional time series prediction of DO. Compared with traditional deep networks, such as CNN, GRU, LSTM, CNN-GRU and CNN-LSTM, the values of evaluation indicators (MSE, MAE and RMSE) have been greatly improved. In the process of trend surface fitting, all fitting R² of DO at different water depths are higher than 0.9, indicating that the TSA can accurately reflect the temporal and spatial distribution of DO. This method can provide a basis for the prediction and early warning of DO in the three-dimensional space of the pond and has high practicability in aquaculture.     

胎盘食用的研究进展

近年来食用胎盘的做法广泛流行于国内外,该研究综述了国际科学界对动物食胎盘行为的原因和生物学意义的研究进展,总结了人类食胎盘在补充营养、缓解产后抑郁症、提高泌乳量等疗效上的争议以及对食用胎盘危害的推测,并对胎盘食用的研究方向进行了展望。     

兴仁小白壳薏苡不同播期对产量的影响

为探索适宜兴仁县薏苡种植的最佳播种时期，在兴仁县开展了薏苡不同播期对产量影响的试验。试验共设9个播期，梯度为7 d，播种时间从3月19日－5月14日。试验结果表明，兴仁小白壳薏苡的最佳播期是3月19日－4月16日，并且在此期间播种，薏苡产量较高。     

吉林莫莫格白鹤春季行为研究

白鹤属大型涉禽,仅分布于亚洲地区,其东亚种群数量为3 750只左右;由于环境变迁,种群数量越来越少,已被列为国家Ⅰ级重点保护动物。为阐明在沼泽湿地生态系统环境中白鹤春季的活动规律以及各种行为的时间分配,于2010年4月15日～5月13日,在吉林莫莫格国家级自然保护区对白鹤春季迁徙期行为进行了初步研究。白鹤的各种行为的时间分配依次为:觅食占64.34%、静栖占4.42%、警戒占13.92%、游走占4.57%、理羽占11.51%、其他(包括打斗、飞行、呜叫等情况)占2.56%。成体与亚成体白鹤、雄鹤与雌鹤在行为和时间分配上有明显差异,在觅食时间上雌鹤高出雄鹤10%左右,雄鹤的警戒时间高于雌鹤。     

内蒙古河套灌区节水工程改造效果分析与评估

以内蒙古河套灌区1982—2012年长系列农业净引水量和年降水量资料为基础,运用均值分析、方差分析、相关分析、时间序列分析和生存分析等数理统计学方法,并结合内蒙古河套灌区农业种植发展进程,分析了河套灌区多年农业净引水量变化趋势与影响因素,得出年降水量(超过211.76 mm时,即丰水年)和节水工程改造分别独立地与农业净引水量呈明显负相关关系的结论。运用时间序列法预测了2013、2014和2015年河套灌区的农业净引水量分别为44.5、44.18和43.86亿m3;同时运用生存分析法预测了在灌区现有节水改造规模条件下,河套灌区农业净引水量区间为35~55亿m3,平均为45亿m3。     

时滞半主动悬架模糊神经网络控制

建立了含时滞半主动悬架数学模型,分析了悬架系统产生时滞的原因,设计了含时滞补偿模糊神经网络自适应控制策略,开发了C8051单片机为内核的半主动悬架控制系统,仿真分析后,在全真半主动悬架试验台上进行了台架试验。结果表明,实施半主动悬架神经网络时滞补偿控制,解决了控制中的“不合拍”问题,较好地协调了车辆舒适性和安全性之间的矛盾。     

覆膜种植年限柠檬园蜘蛛群落的影响*

【目的】覆膜种植作为一种重要的农作物栽培方式,在农业生产实践中被广泛应用。蜘蛛在生态系统中扮演着捕食者和指示生物等重要角色,了解覆膜种植年限对柠檬园蜘蛛群落的影响,对柠檬的科学种植和蜘蛛群落多样性保护及在生物防治中的应用具有积极意义。【方法】通过陷阱法和网扫法对覆膜种植年限0a(柠檬园I)、2a(柠檬园II)及4a(柠檬园III)的3种类型柠檬园蜘蛛群落进行调查。【结果】柠檬园I采集蜘蛛13科21种300头;柠檬园II采集蜘蛛9科17种159头;柠檬园III采集蜘蛛12科15种104头。蜘蛛多度和物种丰富度均随着覆膜年限的增加而降低。柠檬园I的蜘蛛群落结构与柠檬园II和III的不相似。【结论】覆膜种植对柠檬园蜘蛛群落多样性产生了消极影响,柠檬园蜘蛛群落多样性水平随着覆膜种植年限的增加而降低。     

Improving chemical and sensory quality of high-oleic peanut by application of foliar fertilizer

High-oleic peanut is favored by consumers because its a longer shelf life and benefits for cardiovascular health.Up to the high-oleic standard and with good taste is essential for peanut products in food processing.The aim of present study was to explore the effect of foliar fertilizers on chemical and eating quality of high-oleic peanuts.Three high-oleic peanut cultivars,namely Huayu 09C2,Huayu 9621,and Huayu 962,were used as materials.Huayu 09C2 and Huayu 9621 were planted in Fuxin,Liaoning,foliar sprayed with Fosforil at 2250 mL/ha,and Huayu 962 was sown in Jvnan,Shandong,foliar sprayed with Foliplus at 1500/3000 mL/ha.The chemical and sensory quality of peanut harvested from the treatment plots and controls was evaluated.Results showed that,Huayu 09C2 and Huayu 9621,foliar spraying with Fosforil in Fuxin,Huayu 962,foliar spraying with Foliplus in Jvnan,all still maintained high oleate content levels,and the Fosforil treatment was effective in raising the intensity of sweetness of roasted kernels.This study demonstrated the feasibility of improving chemical and sensory quality of high-oleic peanut through foliar fertilizer.     

不同有机肥用量对芋头生长、食味品质和土壤肥力的影响

以‘香荷芋’为供试材料,于泰州、泰兴分别设置T1、T2和T3共3种有机肥用量和CK（对照）处理,探索有机肥施用对芋头生长、食味品质及土壤养分的影响,以期为泰州地区芋头科学施肥技术提供依据。结果表明：泰州、泰兴点T2和T3处理6叶期、12叶期株高均显著高于CK处理(P<0.05),泰兴点T1处理株高在12叶期显著高于CK处理,在6叶期和泰州点6叶期、12叶期与CK处理均无显著差异;泰兴点T3处理6叶期叶面积指数平均为0.31,均显著高于其他处理,其他处理间差异均不显著,泰州、泰兴点T3处理12叶期叶面积指数分别为0.71、0.75,均显著高于CK处理;有机肥用量与子芋口感、香味指标及土壤有机质含量均呈显著正相关,相关系数分别为0.89、0.86、0.79;泰州、泰兴点T2、T3处理碱解氮、有效磷均显著高于CK处理;泰州点土壤有效钾以T2处理最高,为174 mg/kg,T3处理最低,为159 mg/kg,泰兴点则以CK处理最高,为172 mg/kg,T3处理最低,为140 mg/kg。     

滚动轴承摩擦力矩的非线性特

以混沌理论为基础,通过试验研究滚动轴承摩擦力矩时间序列的非线性特征评估问题,为精确计算滚动轴承摩擦力矩的动态性能奠定基础.用关联维数标准差刻画摩擦力矩的不确定性,用关联维数均值描述摩擦力矩非线性特征的演变历程.研究表明,滚动轴承属于确定的非线性动力学系统,但其摩擦力矩呈现出明显的不确定性.随着转速的增加,滚动轴承摩擦力矩关联维数标准差与均值都呈现出非线性增大的趋势.