基于RF-LSTM的鸡舍恶臭气体预测研究

以鸡舍氨气为研究对象,对鸡舍氨气预测模型进行了研究.首先,利用随机森林算法（RF）对影响鸡舍氨气浓度的环境变量进行重要性排序,选取温度、湿度、光照、气象温度、降雨量作为模型的输入变量;在此基础上,构建了基于长短时记忆神经网络（LSTM）的鸡舍氨气浓度预测模型,并将提出的预测模型应用于江苏省宜兴市某养鸡场的氨气浓度预测中,并与LSTM模型、RF-Elman模型和RF-BP模型进行了对比实验,结果表明,基于RF-LSTM模型的预测效果最好,其平均绝对误差（MAE）、平均绝对百分误差（MAPE）和均方根误差（RMSE）分别为0.9183、4.9637%和1.4262;同时,为了验证该模型的性能,本文还实现了不同时间尺度的鸡舍氨气浓度预测,提前2h、3h、4h、5h氨气预测的平均绝对误差（MAE）分别为1.6218、2.1991、2.8553和3.0677.本文提出的预测模型提高了鸡舍氨气浓度的预测精度,可为减少鸡舍恶臭气体排放提供科学依据.     

我国热带地区胶—茶—鸡农林复合系统物质循环研究

以海南省文昌市典型的胶—茶—鸡农林复合模式为研究对象 ,以单作胶园、胶茶间作园为对照 ,采用定量研究与定性分析相结合的方法 ,研究其物质循环规律。结果表明 ,胶—茶—鸡农林复合系统的氮、磷输入、输出量最大 ,系统外物质投入率比另两系统明显减少 ,系统内养分循环量增加 ,因此 ,该系统具有较合理的物质循环结构。     

Chicken manure enhanced yield and quality of field-grown kale and collard greens

Organic matter and nutrients in municipal sewage sludge (SS) and chicken manure (CM) could be recycled and used for land farming to enhance fertility and physical properties of soils. Three soil management practices were used at Kentucky State University Research Farm, Franklin County, to study the impact of soil amendments on kale (Brassica oleracea cv. Winterbar) and collard (Brassica oleracea cv. Top Bunch) yields and quality. The three soil management practices were: (i) SS mixed with native soil at 15 t acre^?1, (ii) CM mixed with native soil at 15 t acre^?1, and (iii) no-mulch (NM) native soil for comparison purposes. At harvest, collard and kale green plants were graded according to USDA standards. Plants grown in CM and SS amended soil produced the greatest number of U.S. No. 1 grade of collard and kale greens compared to NM native soil. Across all treatments, concentrations of ascorbic acid and phenols were generally greater in kale than in collards. Overall, CM and SS enhanced total phenols and ascorbic acid contents of kale and collard compared to NM native soil. We investigated the chemical and physical properties of each of the three soil treatments that might explain variability among treatments and the impact of soil amendments on yield, phenols, and ascorbic acid contents of kale and collard green grown under this practice.     

A MATHEMATICAL MODEL OF SALMONID SPAWNING HABITAT1

ABSTRACT: A simulation model [Salmonid Spawning Analysis Model (SSAM)] was developed as a management tool to evaluate the relative impacts of stream sediment load and water temperature on salmonid egg survival. The model is useful for estimating acceptable sediment loads to spawning habitat that may result from upland development, such as logging and agriculture. Software in common use in the USA were adapted for use in gravel bedded rivers and linked to simulate water temperature (the USFWS Instream Water Temperature, SNTEMP model) and water and sediment routing (the USAE Scour and Deposition in Rivers and Reservoirs, HEC-6 model, version 3.2). These models drive the redd (spawning nest) model (the USDA-ABS Sediment Intrusion Dissolved Oxygen SIDO model) which simulates sediment intrusion and dissolved oxygen concentration in the redd environment. The SSAM model predictions of dissolved oxygen and water temperature compared favorably with field data from artificial redds containing hatchery chinook salmon eggs.     

Microwave extraction of incurred salinomycin from chicken tissues

Abstract

A rapid, accurate, environmentally friendly and cost‐effective microwave extraction technique was developed for the extraction of spiked and incurred salmomycin from chicken tissues (kidney, liver, muscle, ovarian yolk and fat). Extraction of salinomycin from various tissues was achieved by irradiating the sample in absolute ethanol and 2‐propanol (15+2) for 9 sec. in a common household microwave oven. The extract was analysed without further cleanup by HPLC on a C₁₈ column (5 μm) and detected at 592 nm via post‐column reaction with 4‐dimethylaminobenzaldehyde (DMABA) in a heated reactor coil at 86° C. Recoveries of salinomycin from spiked tissues at 30 ng/g level ranged between 87 and 100%. The limit of quantitation was found to be 10 ng/g. The developed method was applied for the analysis of incurred tissues and ovarian yolk of laying chickens given sodium salinomycin in feed at different levels for 14 consecutive days followed by withdrawal periods. Residues were detected in all tissues and ovarian yolk at 0 withdrawal time but declined during the withdrawal period. Highest residue were found in fat and ovarian yolk.     

Fecal DDA as a biomarker of DDT exposure in chickens

Despite the largely theoretical risks for human morbidity from exposure to DDT (p, p′-dichlorodiphenyltrichloroethane), the reality that it is inexpensive and highly effective in reducing morbidity and mortality from malaria vectors has encouraged its continued use. Here we present data indicating that domestic fowl are potentially excellent sentinel species for detecting possible human exposures to DDT. In addition to measuring residues of DDT in chicken blood or eggs, a potential alternate analyte indicative of recent DDT exposure is the definitive metabolic product DDA (2,2-bis(4-chlorophenyl)acetic acid) in feces.     

Eggs of cabbage root fly stimulate conspecific oviposition: Evaluation of the activity and determination of an egg-associated compound

Summary. Previous studies indicated the presence of antennally-active compounds in extracts of eggs laid by female cabbage root flies, Delia radicum, that stimulated oviposition by conspecific females. We confirmed that previously laid D. radicum eggs stimulated oviposition by other D. radicum females, in a dose-dependent manner. Methanol extracts of conspecific eggs stimulated oviposition by females D. radicum, whereas egg extracts of D. antiqua and Psila rosae had no effect. Electrophysiological recordings from the tarsal sensilla of D. radicum females indicated that neurones of the C₅ sensillum responded to the egg extracts from both D. radicum and D. antiqua, but not P. rosae. Chemical analysis revealed that the extract of eggs from D. radicum contained the thia-triaza-fluorene compound, 1,2-dihydro-3-thia-4,10,10b-triaza-cyclopenta[.a.]fluorene-1-carboxylic acid (CIF-1), an oviposition stimulant found previously only in cruciferous plants. Another potentially active component has yet to be identified.     

鸡贫血病毒(CAV)vp1基因的克隆及与其他CAV vp1基因的比较

把一个新鸡贫血病毒(CAV)的vp1基因通过PCR扩增，然后克隆到质粒载体pUC18上．vp1基因包含1347个碱基对，并且推定的VP1蛋白氨基酸序列含有449个氨基酸．通过DNA BLAST软件把该基因的序列数据与在GenBank中发表的其他vp1基因比较显示，克隆的vp1基因与已发表的其他vp1基因之间存在许多核甘酸差异．核甘酸的变异导致其编码蛋白质的某些氨基酸发生改变．氨基酸的改变主要集中在VP1蛋白的29、75、125、141、144、251、254、447位．在这些变异中，许多氨基酸的电荷和／或疏水性发生了改变，例如：Gly→Glu、Val→Glu、Ala→Thr、Leu→Gln、Cys→Trp、Leu→Arg、Arg→Ala、Gly→Ser、Ser→Ala、Glu→Gly、Gly→Thr等．通过CLUSTAL X软件比较了6个不同的vp1基因．该vp1基因已被GenBank登录(登录编号：AF448446)．VP1蛋白是CAV的唯一衣壳蛋白，因此VP1的氨基酸变异可能影响该蛋白质的抗原特征．对该vp1基因进一步进行免疫学研究具有重要意义，并且有可能应用该基因构建CAV基因工程疫苗．图1表3参20     

生物卵化石研究进展简述

卵生是动物界最普遍的繁殖方式,卵的孵化对繁殖季节突发的气候变化响应敏感,孵化成败又与生物种群数量变动和群落演替密切相关,因此卵化石具有重要的古生物学、古气候学、古生态学研究价值。但由于卵生动物种类十分丰富,卵形态特征多样,研究领域广泛,有必要总结梳理卵化石的研究进展。本文通过对主要卵生动物类群卵的形态特征,以及卵化石在古生物学、古气候学、古生态学方面研究进展的回顾,发现卵化石的研究主要集中在脊椎动物类群,为脊椎动物演化提供了重要证据,但是由于脊椎动物卵化石通常难以建立连续的长序列记录,其古生态学和古气候学研究极为不足。然而,无脊椎动物卵化石由于数量丰富,具有统计意义,其在古生态学、古气候学研究领域具有重要意义,但是其在古生物学,包括种属鉴定等方面的研究需要加强。在无脊椎动物中,蜗牛及其卵化石在黄土-古土壤地层中保存丰富且地层分布连续,最有可能建立卵化石的长序列。通过现代过程研究,明确蜗牛卵的气候指示意义,建立第四纪蜗牛卵化石长序列,发挥蜗牛卵化石的古气候学和古生态学研究价值,是亟需开展的研究工作。     

进料浓度对鸡粪长期高温甲烷发酵的影响

通过固定水力停留时间（HRT）为20d,逐步提高进料总固体（TS）浓度为5.0%,7.5%和10.0%的方式提高有机负荷（OLR）,在高温（55±1）℃条件下开展鸡粪长期甲烷发酵实验并测定了各阶段污泥的比产甲烷活性（SMA）,探究氨氮浓度对鸡粪高温甲烷发酵的影响.结果显示,当进料TS由5.0%增至10.0%,出料氨氮浓度由（2.5±0.3）g/L增至（6.1±0.2）g/L,挥发性脂肪酸（VFAs）由（0.4±0.1）g/L增至（26.1±1.5）g/L,pH值由（8.3±0.2）降至（6.9±0.1）,产气率由（267.2±12.5）mL/g TS_in降至49.8±8.2mL/g TS_in,甲烷浓度由（67.2±1.3）%降至（36.0±1.7）%.长时间采用TS 10.0%的进料浓度,发酵系统中氨氮浓度最高达到7.5g/L,VFAs浓度达到27.0g/L,产气下降明显.氨氮抑制鸡粪高温甲烷发酵产气的初始浓度为2.5~3.0g/L.进料TS大于7.5%,鸡粪高温甲烷发酵会受到氨氮抑制.氨氮浓度的升高导致高温发酵体系利用乙酸产甲烷的能力降低,氨氮浓度达到5.5g/L,SMA降低60.0%;氨氮浓度达到7.0g/L,污泥利用乙酸产甲烷的活动几乎停止.