土壤游离氧化铁高光谱特征与定量反演

【目的】建立基于可见-近红外光谱的土壤游离铁精确预测模型,简单、快速、经济地预测土壤游离铁,有助于研究土壤发生和分类。【方法】采集广西壮族自治区的铁铝土、富铁土、淋溶土和雏形土等82个旱地土壤剖面的B层土壤,进行室内土壤化学分析、光谱测定,分析不同光谱变换后的光谱反射率与土壤游离铁含量的相关性。基于特征波段利用偏最小二乘回归(PLSR)和逐步多元线性回归(SMLR)法建立土壤游离铁含量光谱预测模型,通过决定系数(R2)、均方根误差(RMSE)和相对预测偏差(PRD)确定最优模型。【结果】土壤光谱曲线分别在457、800和900 nm波段附近有明显的游离铁吸收和反射峰特征;土壤游离铁含量与原始光谱反射率呈负相关;原始光谱经过微分变换后,游离铁含量与光谱反射率相关性显著提高;基于400～580和760～1 300 nm特征波段和一阶微分光谱变换的SMLR模型预测精度最高,其验证集的R2和RPD分别为0.85和2.62,RMSE为8.41 g·kg~(-1)。【结论】将可见近红外光谱技术应用于土壤游离铁含量高效快速地预测具有良好的可行性。广西旱地土壤光谱反射率与土壤游离铁含量具有高度的相关性,应用逐步多元线性回归方法可以很好地建立土壤游离铁含量反演模型。     

光氮互作对芹菜幼苗生长及生理特性的影响

光质和施氮量是影响芹菜生长发育的关键因素,适宜的光氮组合能有效提升芹菜幼苗质量。为优化芹菜工厂化育苗,本试验设置2种光质(白光,W;蓝光,B)和2种施氮量(8mmol/L KNO_3,高氮,H;4mmol/L KNO_3,低氮,L),以WH为对照,研究光氮互作对芹菜幼苗生长、生理代谢和元素积累的影响。结果表明:与WH相比,WL和BH处理的芹菜全株干重分别显著减少43.18%和55.07%,WL处理的叶片和叶柄中硝酸盐、可溶性蛋白质和总游离氨基酸质量分数均显著降低,BH处理的叶片和叶柄中硝酸盐、可溶性蛋白质和矿质元素质量分数显著增加,而叶片中可溶性糖、丙氨酸族和丝氨酸族氨基酸质量分数均显著降低。然而BL处理的芹菜全株干重比WH显著增加32.18%,叶片可溶性蛋白质、叶柄组氨酸(His)和脯氨酸(Pro)质量分数均显著增加。利用隶属函数分析对芹菜幼苗生长发育进行综合评价发现,BL处理表现最优。综上所述,蓝光和低氮组合能促进芹菜干物质积累,提高可溶性蛋白质和游离氨基酸质量分数,进而促进芹菜幼苗生长发育。     

基于nanoUPLC-MS/MS的螺旋藻游离肽组成分析

为了研究螺旋藻中的多肽成分,以钝顶螺旋藻为原料,采用超滤法提取螺旋藻中的游离肽,利用nanoUPLC-MS/MS和PEAKS Studio分析谱图信息,结合NCBI数据库进行比对和从头测序分析,获得游离肽的结构组成和百分含量信息。结果表明,利用数据库比对法和从头测序法,分别得到可信的游离肽4 485个和20 597个,匹配到的蛋白质有1 036种。数据库比对结果中的游离肽主要为七肽到二十一肽,少量为二十一肽以上;从头测序结果中游离肽主要为二肽到十六肽,少量为十六肽以上。数据库比对结果中百分含量最高的游离肽是十肽,为15.95%;从头测序结果中百分含量最高的是五肽,达到24.09%。本研究结果为螺旋藻蛋白资源的进一步开发和利用提供了依据。     

红树林植物海莲不同部位提取物抗氧化活性研究

植物抗氧化研究对寻找高效率、低毒性天然抗氧化剂具有重要的指导意义。以在海南分布较广的红树林植物海莲进行抗氧化活性研究,以期对海莲开发利用的可能性提供理论依据。采用清除DPPH自由基和清除ABTS自由基对海莲不同部位———根、茎、叶、花的乙酸乙酯提取物进行抗氧化能力评价,采用比色法和福林酚法测定总黄酮和总酚含量。结果显示,海莲茎的提取物在4个部位中抗氧化活性最好,清除二者的IC50分别为(0.234±0.053)mg/m L和(0.196±0.080)mg/m L,海莲中酚类物质含量较大,4个部位中茎的总酚含量最多,含量为13.2 mg。说明海莲各部位均显示出了较好的抗氧化能力,具有较好的开发潜力。     

High dietary energy level stimulates growth hormone receptor and feed utilization in large Atlantic salmon (Salmo salar L.) under hypoxic conditions

This study examines how appetite and growth regulation of Atlantic salmon are affected by low dissolved oxygen (LO) and dietary digestible energy levels (DE: high [HE] vs. low [LE]). Long‐term exposure to LO resulted in a reduced feed intake, growth, digestible protein and fat retention efficiencies and increased feed conversation ratio and plasma ghrelin concentrations (p < .05) compared to high dissolved oxygen (HO). Pair‐feeding of rations based on the feed intake of the LO groups, but fed at HO, resulted in a 50% growth improvement in HE diet groups. This suggests that the poor growth under LO was not entirely caused by the reduced feed intake. Salmon adapted to LO by increased haemoglobin concentrations, while osmoregulation was affected by increased plasma chloride concentrations (p < .05). Plasma ghrelin concentration was unaffected by DE (p > .05). Growth regulation was affected by the HE diet, with increased liver and muscle growth hormone receptor ghr1 mRNA (p < .05), regardless of oxygen level. The growth depression due to low oxygen appears to be related to higher metabolic costs, while higher DE upregulates the GH‐IGF system at the ghr1 level and found to be beneficial for growth, feed intake, oxyregulation and osmoregulation under hypoxia.     

Amino acid absorption and protein synthesis responses of turbot Scophthalmus maximus to lysine and leucine in free,dipeptide and tripeptide forms

The study aimed to investigate the effects of crystalline Lys and Leu, Lys‐Leu dipeptide and Lys‐Leu‐Lys/Leu‐Lys‐Leu tripeptide, on growth, postprandial Lys and Leu concentrations, gene expression of peptide and amino acid (AA) transporters and related gene expression of protein synthesis pathway in turbot. Three diets (CAA, Di and Tri) contained Lys and Leu as free (Lys and Leu), dipeptide (Lys‐Leu) and tripeptide (Lys‐Leu‐Lys/Leu‐Lys‐Leu) forms, respectively. Improved growth was observed in the Di group compared with the CAA group. For peptide and AAs transporters, PepT1, B⁰AT1 and y⁺LAT2 mRNA levels were affected in proximal intestine by dietary treatments. Free Lys and Leu concentrations in the CAA group were significantly higher than that of the Di and Tri groups at 6 hr postfeeding in serum and at 2, 6 and 24 hr postfeeding in muscle. For protein synthesis pathway in muscle, Akt2, TOR and S6k1 gene expression were the highest in the Di group and the lowest in the CAA group, whereas MuRF1 relative expression was the highest in the Tri group. In conclusion, dietary Lys‐Leu dipeptide was utilized more efficiently than free Lys and Leu or Lys‐Leu‐Lys/Leu‐Lys‐Leu tripeptide for turbot by regulating AAs transport, postprandial AAs concentration and the synthesis of muscle proteins.     

3种植物生长调节剂对坛紫菜自由丝状体生长与光合色素含量的影响

采用单因素分析法,比较研究了添加3种外源植物生长调节剂(吲哚乙酸IAA、2,4-二氯苯氧乙酸2,4-D、激动素KT)对野生型坛紫菜(Pyropia haitanensis)自由丝状体生长及光合色素含量的影响。结果表明:与对照组相比,低浓度的IAA(0.5~4.0 mg·L~(-1))和KT(0.5~2.0 mg·L~(-1))对藻体的特定生长率有显著影响,以2.0 mg·L~(-1)IAA和1.0 mg·L~(-1)KT对藻体的促生长效应最大,培养25 d时藻体鲜重增加最大,分别是对照组的1.90倍和1.52倍(P0.05)。高浓度的IAA(6.0~10.0 mg·L~(-1))和KT(4.0~10.0 mg·L~(-1))却会抑制藻体生长(P0.05)。培养25 d时,与对照组相比,2.0 mg·L~(-1)IAA和1.0 mg·L~(-1)KT均有利于叶绿素a(Chl a)和类胡萝卜素(Car)的合成,Chl a含量分别增加了23.7%和23.8%;Car含量分别增加了31.0%和28.6%(P0.05)。然而,高浓度的IAA和KT(6.0、10.0 mg·L~(-1))不利于Chl a的合成,其处理浓度越高,Chl a含量下降越多。与对照组相比,较低浓度的IAA(1.0~2.0 mg·L~(-1))明显促进藻红蛋白(PE)和藻蓝蛋白(PC)合成,其中2.0 mg·L~(-1)IAA处理组PE、PC含量最高,分别增加了59.1%和45.7%(P0.05)。较低浓度的KT(0.5~2.0 mg·L~(-1))均有利于PE、PC合成,其中0.5 mg·L~(-1)KT处理组的PE、PC含量增加最多,分别提高了48.4%和50.5%(P0.05)。高浓度的IAA(6.0、10.0 mg·L~(-1))和KT(10.0 mg·L~(-1))则明显降低了PE、PC合成(P0.05)。2,4-D对藻体的特定生长率和光合色素合成无显著影响(P0.05)。     

Dietary α‐Ketoglutarate supplementation alleviates harmful effects of high environmental ammonia on grass carp,Ctenopharyngodon idella

Current intensive fish farming usually causes high environmental ammonia (HEA) in ponds that is toxic to fish. α‐Ketoglutarate (α‐KG) can be rapidly transaminated to glutamic acid and further aminated to glutamine. Therefore, we hypothesized that dietary α‐KG supplementation would alleviate HEA toxicity to fish. To test the hypothesis, 270 healthy grass carp (Ctenopharyngodon idella) juveniles were randomly assigned to control, HEA (18.37 mg/L ammonia) and HEA + α‐KG (0.75% of α‐KG) groups. Ammonia and free amino acid content in plasma and brain, liver glutamic pyruvic transaminase and glutamic oxaloacetic transaminase activity, and urea and glycogen content were measured on the first, seventh and 42nd days. Our results showed short‐term HEA exposure (1 day) led to a significant ammonia accumulation in the brain and plasma and significantly decreased glutamic and aspartic acid content in the brain and increased glutamine content in the brain and plasma. The long‐term HEA exposure (42 days) caused significant reductions in glycine and arginine content in the brain tissue. In most cases, dietary α‐KG supplementation alleviated the fluctuations in FAA content in the brain and plasma. Our results suggested dietary α‐KG alleviated HEA toxicity to grass carp.     

基于部首嵌入和注意力机制的病虫害命名实体识别

为了解决农业病虫害命名实体识别过程中存在的内在语义信息缺失、局部上下文特征易被忽略和捕获长距离依赖能力不足等问题，以农业病虫害文本为研究对象，提出一种基于部首嵌入和注意力机制的农业病虫害命名实体识别模型(Chinese agricultural diseases and pests named entity recognition with joint radical embedding and self attention, RS-ADP)。首先，该模型将部首嵌入集成到字符嵌入中作为输入，用以丰富语义信息。其中，针对部首嵌入设计了3种特征提取策略，即卷积神经网络(Convolutional neural network, CNN)、双向长短时记忆网络(Bidirectional long short term memory network, BiLSTM) 和CNN-BiLSTM；其次，采用多层不同窗口尺寸的CNNs层提取不同尺度的局部上下文信息；然后，在BiLSTM提取全局序列特征的基础上，采用自注意力机制进一步增强模型提取更长距离依赖的能力；最后，采用条件随机场(Conditional random field, CRF)联合识别实体边界和划分实体类别。在包含11个类别和24715条标注样本的农业病虫害自制语料上进行了实验。结果表明，本文模型RS-ADP在该数据集上精确率、召回率和F1值分别为94.16%、94.47%和94.32%；在具体实体类别上，RS-ADP在作物、病害、虫害等易识别实体上F1值高达95.81%、97.76%和97.23%。同时，RS-ADP在草害、病原等难以识别实体上F1值仍保持86%以上。实验结果表明，本文所提模型能够有效识别农业病虫害命名实体，其识别精度优于其他模型，且具有一定的泛化性。