不同氮素水平下双季稻株型与冠层内光截获特征研究

本文旨在阐明双季稻株型与冠层内光合有效辐射截获的时空分布特征。选用4个不同株型早、晚稻品种,设置4个不同施氮水平,系统观测其植株形态和冠层内光合有效辐射截获率(IPAR)的时空分布状况。结果表明,施氮水平对早、晚稻株高、穗长、叶长和叶基角均有显著影响,均表现为随施氮水平的增加而增大;早、晚稻孕穗期的分层叶面积指数(LAI)和向上累积LAI大于抽穗后12 d,分层LAI呈冠层中部大于上部和下部的分布特征,最大分层LAI出现在0.58相对高度处;冠层上中部分层LAI和向上累积LAI随施氮水平的增加而增大;向上累积LAI随相对高度呈S型曲线分布,可用Logistic方程定量描述(R~2 0.99);早、晚稻孕穗期的冠层IPAR大于抽穗后12 d,且随施氮水平的增加而增大,其日变化表现为正午较小,早晚较大;株型紧凑的早、晚稻品种,冠层IPAR低;冠层IPAR与向下累积LAI之间的关系可用方程IPAR=a (1-e~(-b×LAI))定量描述(R~2 0.88);冠层内IPAR的三维空间分布表现为冠层上中部水平面上IPAR较低,光斑变化大,冠层下部水平面上IPAR较高,光斑变化较平缓,同一冠层高度水平面上的IPAR呈不均匀分布。研究结果可为双季稻高产栽培及理想株型的优化设计提供支撑。     

Establishing an eyeball-weight relationship for Litopenaeus vannamei using machine vision technology

This study aimed to establish a shrimp eyeball-weight relationship model for Litopenaeus vannamei using machine vision technology. A total of 295 shrimp were sampled from a recirculating aquaculture system (RAS). The long-axis length (d), body length (L), and body weight (W) of each individual was measured. The long axis length of the shrimp eyeball was identified and measured using machine vision technology. Continuous fitting and piecewise fitting models were used to construct the eyeball-weight relationship model for L. vannamei. The continuous fitting relationship model was described as: W = 38.865d^2.7914, while the piecewise model was described as: d < 2 mm, W = 0.0326d^3.7363, R² = 0.9288; 2 mm ≤ d < 3.9 mm, W = 0.0401d^3.104, R² = 0.9629; 3.9 mm ≤ d < 5.8 mm, W = 0.0421d^3.0311, R² = 0.9216; 5.8 mm < d, W = 0.103d^2.6226, R² = 0.9457. The root mean square error (RMSE) of the piecewise fitting model (0.0244, 0.1575, 0.5034, 0.7072) was smaller than the continuous fitting model (0.8229). The correlation coefficient (R²) of the piecewise model (0.9288, 0.9629, 0.9216, and 0.9457) was similar to that of the continuous fitting model (R² = 0.9621). The results indicated that the piecewise fitting model is suitable for calculating the biomass of L. vannamei in RAS and provides a novel way of estimating the biomass of L. vannamei cultured in RAS. The piecewise fitting model can also provide the foundation of evaluating the production of shrimp using underwater image recognition in intelligent aquaculture systems.     

基于SDAE-BP的联合收割机作业故障监测

为了解决联合收割机作业故障的非线性特征信号难以提取的问题,该研究提出了一种基于堆叠去噪自动编码器(Stack Denoising Auto Encoder, SDAE)和BP神经网络(Back Propagation,BP)融合的联合收割机作业故障监测及诊断的方法(SDAE-BP)。以转速传感器采集联合收割机脱粒滚筒转速、籽粒搅龙转速、喂入搅龙转速、杂余搅龙转速、风机转速、输送链耙转速、割刀频率以及逐稿器振动频率,并将采集的数据集作为系统的输入。利用SDAE提取输入信号的深层次特征,并由BP神经网络辨识收割机作业状态,实现联合收割机故障监测。在SDAE-BP模型训练过程中,去噪自动编码器(Denoising Auto Encode, DAE)依次经带有不同分布中心噪声的原始数据进行训练,然后将其堆叠,并通过误差反向传播算法对模型参数进行优化,以提升模型识别故障性能和泛化能力。试验结果表明,对于2018年联合收割机田间试验数据,模型的故障诊断准确率达到99.00%,与SDAE和BP神经网络相比,分别提高了1.5和4.5个百分点。将SDAE-BP故障诊断模型用2019年的试验数据进行更新,并用2018年和2019年试验数据进行测试,结果表明,更新后的模型对2018年试验数据的故障识别准确率为99.25%,对2019年试验数据的故障识别准确率为98.74%,更新后模型在2019试验数据集上的故障识别准确率较未更新模型提高了6.52个百分点。该文所建模型能够准确识别联合收割机的故障类型,且具有较好的鲁棒性,对旋转型机械故障监测及预警具有参考价值。     

循环水养殖系统水净化装备技术研究

循环水养殖系统为当前水产养殖先进生产力的发展方向,其具养殖水环境高度可控、产品质量安全可靠、节水、节地等特点,符合国家转变经济增长方式,节能减排的战略需求。循环水养殖水净化装备是循环水养殖系统核心组成。其为循环水养殖生产中的水产养殖对象提供良好水生态环境,提高水产养殖品产量及质量,提升资源利用率。本文以循环水养殖系统水净化典型工艺为主线,对其主要环节包括悬浮物去除、溶解性有机物降解、杀菌消毒、增氧、调温等所涉及的装备技术进行探讨及总结,并提出发展建议,以期为精准、高效、节能循环水养殖系统构建,推进其进一步应用提供支持。     

A longitudinal study of the effect of time on the matching performance of a retinal recognition system for lambs

While there is strong evidence supporting retinal vascular pattern as a distinctive marker for sheep, it would be advantageous to get an insight into its robustness; in other words, to determine whether retinal recognition of young animals (lambs) can reach as good a matching performance as the one demonstrated for adult sheep. To this aim, a longitudinal study was devised to observe the evolution of matching scores (ms) of lamb retinal images (n = 38) acquired from 1 to 22 weeks after birth. It was observed that four lamb retinas (out of 38) underwent slight curving of one or two secondary arteries, which ceased by the time they were 6–8 weeks old. However, this slight artery curving did not affect matching performance. A random effects statistical model demonstrated that lamb age had an effect (P < 0.01) on the matching scores produced using this commercially available retinal recognition system. As lambs grew older (larger eyes) and they became easier to handle, retinal images of progressively better quality could be obtained in a more consistent way; and thus matching scores increased from an average of 86 at the first week of life, up to an average of 96 by week 8. Dunnett simultaneous tests of means indicated that no further improvement in matching score took place once lambs were at least 6–8 weeks old, meaning that the retinal image quality became by then optimal and consistent. Although the variable retinal image quality of younger lambs (1–4 weeks old) caused a reduction in matching score, they did not lead to false non-matches in any case (considering a cut-off matching score of 70 for acceptance of a positive match). Therefore, the results of these trials have shown that, with the available technology, retinal images can be used as a robust biometric marker of lambs from 1 week of age.     

Bacterial community structure of nirK-bearing denitrifiers and the development of properties of soils in created mitigation wetlands

We investigated the abundance and genetic heterogeneity of bacterial nitrite reductase genes (nir) and soil structural properties in created and natural freshwater wetlands in the Virginia piedmont. Soil attributes included soil organic matter (SOM), total organic carbon (TOC), total nitrogen (TN), pH, gravimetric soil moisture (GSM), and bulk density (D_b). A subset of soil attributes were analyzed across the sites, using euclidean cluster analysis, resulting in three soil condition (SC) groups of increasing wetland soil development (i.e., SC1 < SC2 < SC3; less to more developed or matured) as measured by accumulation of TOC, TN, the increase of GSM, and the decrease of D_b. There were no difference found in the bacterial community diversity between the groups (p = 0.4). NirK gene copies detected ranged between 3.6 × 10⁴ and 3.4 × 10⁷ copies g⁻¹ soil and were significantly higher in the most developed soil group, SC3, than in the least developed soil group, SC1. However, the gene copies were lowest in SC2 that had a significantly higher soil pH (~6.6) than the other two SC groups (~5.3). The same pattern was found in denitrifying enzyme activity (DEA) on a companion study where DEA was found negatively correlated with soil pH. Gene fragments were amplified and products were screened by terminal restriction fragment length polymorphism (T-RFLP) analysis. Among 146 different T-RFs identified, fourteen were dominant and together made up more than 65% of all detected fragments. While SC groups did not relate to whole nirK communities, most soil properties that identified SC groups did significantly correlate to dominant members of the community.     

棘头梅童鱼肝型脂肪酸结合蛋白基因克隆及组织表达分析

为进一步了解肝型脂肪酸结合蛋白基因(L-FABP基因)在棘头梅童鱼(Collichthys lucidus)营养调控、脂肪酸代谢和免疫应答等方面的功能作用,以棘头梅童鱼全基因组组装数据为基础,获得L-FABP基因的含开放阅读框的cDNA序列,利用生物信息学方法分析编码的蛋白质结构及进化关系,采用荧光定量(qRT-PCR)技术研究了不同组织中L-FABP基因的表达情况。结果表明,L-FABP基因cDNA序列为475 bp,其中5’非翻译区为51 bp,3’非翻译区为40 bp,开放阅读框为384 bp,编码127个氨基酸。其结构由10个β-折叠链和2个α-螺旋链组成,在氨基酸3~126位点间具有保守的脂质/胞质性脂肪酸结合结构域。棘头梅童鱼L-FABP基因与大黄鱼、条纹狼鲈同源性较近,与绿河鲀、尼罗罗非鱼和斑马鱼同源性较远。L-FABP基因在棘头梅童鱼肝脏、肠道、眼、大脑、心脏、肌肉、胃、鳃、脾脏、头肾和中肾中均有表达,其中肝脏中的L-FABP相对表达量最高,显著高于其他组织(P<0.05)。     

循环水养殖中不同载体生物滤器的水质净化效果分析

为比较3种不同滤料在封闭循环水养殖中水体净化效果,通过构建3套封闭循环水养殖试验系统,分析了在相同体积的滤器中毛刷滤料、移动床滤料和结构滤料3种不同生物滤料对生物过滤硝化作用效果的影响.结果表明,在一定体积的生物滤器中（HRT 10.5min,水温24 ～30℃下）3种滤料对总氨氮（TAN）去除率的影响差异不显著（P＞0.05）,但单位滤料体积的TAN去除速率（VTR）差异较大.毛刷滤料、移动床滤料、结构滤料等3种滤料的VTR平均值分别为：（18.66±9.30）、（62.19±30.49）和（16.34±7.87）g/（m3·d）.不同运行方式对VTR有极显著影响,移动床的VTR明显高于毛刷滤料与结构滤料的固定床式生物滤器,差异极显著（P＜0.01）.     

淡水电捕鱼工具性能研究与作用半径评估

[目的]了解我国电捕鱼工具使用现状,为国家制订渔业资源保护政策与导向提供科学依据.[方法]采用实地收集鱼具,测定电捕鱼工具可击昏鱼的作用范围、输出电压、波形,分析该类工具在性能上的演变,评价电捕鱼工具对水生资源的影响.[结果]现有电捕鱼工具以脉冲输出为主,直流输出为辅,没有收集到交流输出样品.现有电捕鱼工具的平均输出电压是1975年的1.6倍、1959年的3.0倍,平均击昏作用距离是是1975年的1.3倍,1959年的1.7倍;个别工具的输出电压达到1975年的4.3倍,1959年的8.0倍;可击昏作用半径达到1975年的2.3倍及1959年的2.9倍.研究结果还表明现有的电捕鱼工具通过提升输出电压、改为脉冲输出等方法,提升捕鱼效率、扩大作业范围,会引发鱼等水生生物资源的加速消亡.[结论]该试验分析方法及作用半径的评估方法,可用于电捕鱼工具对水生资源影响的评估,有利于推进我国农牧水产行业的可持续健康发展.     

去除养殖水体悬浮颗粒的多向流重力沉淀装置设计及性能

为了高效去除循环水养殖系统中的固体悬浮颗粒物,研发了多向流重力沉淀装置,并对其水力特性及相关结构参数进行试验研究。该文以固体悬浮颗粒物去除率为试验指标,设计了5～40 min的水力停留时间（hydraulic retention time,HRT）及斜管填料规格参数的双因素试验。结果显示,随着HRT增加,多向流重力沉淀装置的固体悬浮颗粒物去除率呈显著上升的阶段性变化特征,但以HRT为20 min时沉淀装置的综合处理效果最优,最高平均去除率可达（58.57 %±10.12 %）,其中粒径小于20 μm的微颗粒去除率为19.5%,粒径大于60 μm的微颗粒去除率高达90.3 %;较小的斜管直径可显著提高多向流重力沉淀装置的固体悬浮颗粒物去除率,而斜管高度对去除率无显著影响。多向流重力沉淀装置用于去除循环水养殖系统中的固体悬浮颗粒物,是一种行之有效的方法。