基于深度学习的大豆生长期叶片缺素症状检测方法

为了检测作物叶片缺素,提出了一种基于神经网络的大豆叶片缺素视觉检测方法。在对大豆缺素叶片进行特征分析后,采用深度学习技术,利用Mask R-CNN模型对固定摄像头采集的叶片图像进行分割,以去除背景特征,并利用VGG16模型进行缺素分类。首先通过摄像头采集水培大豆叶片图像,对大豆叶片图像进行人工标记,建立大豆叶片图像分割任务的训练集和测试集,通过预训练确定模型的初始参数,并使用较低的学习率训练Mask RCNN模型,训练后的模型在测试集上对背景遮挡的大豆单叶片和多叶片分割的马修斯相关系数分别达到了0.847和0.788。通过预训练确定模型的初始参数,使用训练全连接层的方法训练VGG16模型,训练的模型在测试集上的分类准确率为89.42%。通过将特征明显的叶片归类为两类缺氮特征和4类缺磷特征,分析讨论了模型的不足之处。本文算法检测一幅100万像素的图像平均运行时间为0.8 s,且对复杂背景下大豆叶片缺素分类有较好的检测效果,可为农业自动化生产中植株缺素情况估计提供技术支持。     

Assessing the effectiveness of manure export plus intensive silage cropping for lowering the Olsen‐P status of P‐enriched grassland

A substantial proportion of farmed grassland soils in Northern Ireland (NI) are overly enriched with P and pose a risk to water quality. To address this problem, manure could be exported rather than recycled to P‐enriched land and the latter intensively cropped with grass silage to deplete soil P. To assess the efficacy of such a strategy, a P‐ and K‐enriched grassland site was intensively cropped over a 6‐yr period with fertilizer N alone supplied to support silage growth. By year 6, soil P had declined from index 5 to index 3, and it was estimated that two more years of this management may bring it into the target index 2 range. Soil K, however, declined rapidly from index 4 to index 1 in just 4 yr, with the result that grass production became limited by K deficiency. It was concluded that nonrecycling of manure to P‐enriched grassland under silage management is probably the most effective strategy for lowering soil P status, but care must be taken to prevent K deficiency occurring.     

Effect of Luteolin on Blood Indexes,Liver and Kidney in Mice with Acute Mercury Poisoning

To study the effect of luteolin on blood indexes,liver and kidney in mice with acute mercury poisoning,28 mice were randomly divided into four groups:Control group (intraperitoneal injection 0.9% saline),luteolin group (lavage 100 mg/kg luteolin),mercuric chloride group (intraperitoneal injection 4 mg/kg mercury chloride) and mercury chloride+luteolin group (intraperitoneal injection 4 mg/kg mercuric chloride,lavage 100 mg/kg luteolin).The activities of ALT in serum,AST,CREA and BUN contents,blood WBC,RBC,HGB content and GSH and MDA contents of liver tissue were detected.Morphological changes of liver and kidney tissues were observed.The results showed that compared with the control group,the activities of ALT and AST of mercuric chloride group were extremely significantly increased (P < 0.01),serum CREA,BUN,blood WBC and liver tissue MDA contents were significantly increased (P < 0.05) while blood RBC,HGB and liver tissue GSH contents were significantly decreased (P < 0.05).Liver,kidney pathological changes were obviously.Compared with mercuric chloride group,the activities of ALT,AST in serum,CREA,BUN,blood WBC and liver tissue MDA contents of mercuric chloride+luteolin group were significantly decreased (P < 0.05),while blood RBC,HGB and liver tissue GSH contents were significantly elevated (P < 0.05).Liver,kidney pathological changes were attenuated obviously.The poisoning were characterized by inflammation and the occurrence of anemia when acute mercury poisoning occurred,liver and kidney showed different degrees of injury in mice.Luteolin could reduce the toxic effects of acute mercury poisoning on blood,liver and kidney.     

口服盐酸特比萘芬对幼犬血液常规及生化指标的影响

试验表明，盐酸特比萘芬不同饲喂剂量均可导致犬淋巴细胞百分比、中性粒细胞百分比、白细胞数等血常规检测指标异常。盐酸特比萘酚在幼犬肝脏和肾脏中的毒性是慢性累积的，临床应用中推荐使用盐酸特比萘芬剂量为 5 mg/kg.d进行口服，连续给药不能超过 21d。     

田间烤烟叶片缺钾症状与钾积累及土壤供钾水平关系

基于田间正常施肥烟株生长中期中、上部叶通常出现缺钾症状的现象,以烤烟品种K326为材料在砂质壤土上进行了田间试验,定期观察无钾(即K0,仅按常规施用氮磷肥,K_2O用量为0 kg·hm~(–2))、常规施肥但中后期出现缺钾症状(即CF,按常规施用氮磷钾肥,K_2O用量为364 kg·hm~(–2)但中后期仍有缺钾症状)、常规施肥且正常生长(即CK,按常规施用氮磷钾肥,K_2O用量为364 kg·hm~(–2)但中后期无缺钾症状)3处理烟株移栽后生长情况(特别是叶片缺钾症状的出现情况),并及时采集和测定了相应烟株的干物质、钾含量及根区土壤速效钾含量,以阐明正常施肥烤烟中、上部叶出现缺钾症状的可能原因。结果表明:(1)CF和K0烟株在移栽后33 d前叶片均未出现缺钾症状;但根区土壤速效钾含量移栽后42 d低于99.86 mg·kg~(–1)时,K0烟株第8～第15叶陆续表现缺钾;CF烟株根区土壤速效钾含量移栽后57 d低于131.1mg·kg~(–1)时,第12～第16叶也相继缺钾,而其他叶位叶片正常。(2)从移栽至42 d,CK和K0烟株干物质和钾素累积量虽皆明显增加,但K0烟株总量偏低趋势愈发显著;至移栽后57 d期间,CK和K0烟株前述两个指标继续增加,但此期CF干物质累积有相似的增加趋势,而钾素累积与出现缺钾症状前相比(即移栽后42 d时CK)则略有减少;(3)移栽后42 d至57 d,CF烟株上、中部叶和K0烟株上部叶钾净输出明显,而茎中净输入显著,其他器官或部位总体持平或略有增加;CK烟株上部叶钾素输入、输出维持平衡,其他器官有净增加。(4)生长期间,CK烟叶钾含量皆表现出随叶位上升而呈总体下降,K0烟叶前期有相似规律,但移栽后42 d、57 d呈"上升-下降-上升",CF于移栽后57 d为"下降-上升"趋势。上述结果说明,K0烟株移栽后42 d中部叶开始缺钾是钾整体吸收不足所致,后期则兼有上部叶钾净输出原因;CF烟株出现中、上部叶缺钾而下部叶正常则有3个原因,一是后期体内干物质累积持续增加导致的稀释;二是此期整株钾累积不仅未增加,且有下降;三是CF烟株中、上部叶钾净输出增加。     

Contrast enhanced ultrasonography of kidney in conscious and anesthetized beagle dogs

Contrast enhanced ultrasound (CEUS) is useful to evaluate tissue perfusion in the kidney. In veterinary medicine, sedation or anesthesia may be required in uncooperative or panting patients. The aim of this study was to evaluate and compare the normal kidney perfusion patterns in conscious and anesthetized dogs using CEUS. Eight healthy beagles were used in this study. Scanning was performed in conscious dogs using manual restraint (conscious group), or under general anesthesia using tiletamine-zolazepam and medetomidine (TZM group) or medetomidine (M group). The contrast agent (Sonovue^®) was administered as an IV bolus. The peak intensity (PI), time to peak enhancement from injection (TTP₀) and the time to peak enhancement from the initial rise (TTP_up), upslope, downslope and area under the curve (AUC) were analyzed. Compared to the cortical values in the conscious group, TTP₀ was significantly delayed in the TZM group, and upslope, TTP₀ and TTP_up were significantly different in the M group. The AUCs in the TZM and M groups were not different from those in the conscious group. The upslope of renal medullary perfusion was significantly decreased in the TZM and M groups. TTP₀ and TTP_up were also significantly delayed in these groups. The AUC of the medulla was significantly decreased in the M group. Therefore, TZM is useful as an anesthetic protocol when performing CEUS, and the obtained data may serve as reference values in the evaluation of renal perfusion using CEUS in dogs under anesthesia.     

GM1 gangliosidosis in a Japanese domestic cat: a new variant identified in Hokkaido,Japan

A male Japanese domestic cat with retarded growth in Hokkaido, Japan, showed progressive motor dysfunction, such as ataxia starting at 3 months of age and tremors, visual disorder and seizure after 4 months of age. Finally, the cat died of neurological deterioration at 9 months of age. Approximately half of the peripheral blood lymphocytes had multiple abnormal vacuoles. Magnetic resonance imaging showed bisymmetrical hyperintensity in the white matter of the parietal and occipital lobes in the forebrain on T2-weighted and fluid-attenuated inversion recovery images, and mild encephalatrophy of the olfactory bulbs and temporal lobes. The activity of lysosomal acid β-galactosidase in leukocytes was negligible, resulting in the biochemical diagnosis of GM1 gangliosidosis. Histologically, swollen neurons characterized by accumulation of pale, slightly granular cytoplasmic materials were observed throughout the central nervous system. Dysmyelination or demyelination and gemistocytic astrocytosis were observed in the white matter. Ultrastructually, membranous cytoplasmic bodies were detected in the lysosomes of neurons. However, genetic analysis did not identify the c.1448G>C mutation, which is the single known mutation of feline GM1 gangliosidosis, suggesting that the cat was affected with a new variant of the feline disease.     

计算机视觉描述缺素番茄叶片颜色变化的研究

利用计算机视觉系统代替人眼对番茄缺素进行自动识别的方法，通过对缺素番茄叶片彩色图像的分析研究，利用图像处理技术中的颜色分析方法，分析缺N和正常叶片的特征量随着缺素时间的变化规律．提出用G体均值、H色调均值来定量描述缺N叶片随时间的变化。结果表明：利用计算机视觉能定量描述缺N叶片颜色随缺素时间的变化。     

Nucleus substitution of Brassica japonica Sieb. with Raphanus sativus L. and its resultant chlorophyll deficiency

Summary Nucleus substitution of Brassica japonica (2n=20) with Raphanus sativus (2n=18) was carried out by means of repeated backcrossing of Brassicoraphavus (2n=37) to R. sativus as a pollen donor. In the course of nucleus substitution, chlorophyll deficiency appeared. Plants with more than 28 chromosomes, like their parents, had green leaves and those with 24 to 26 chromosomes had yellowish green ones. Almost all plants with 18 to 23 chromosomes showed yellow or whitish yellow. The R. sativus with B. japonica cytoplasm (2n=18) was obtained after four successive backerosses. The completely substituted R. sativus showed the same fertility as the true R. sativus used as a recurrent parent. It is assumed that the chlorophyll deficiency is caused by disharmony between the B. japonica cytoplasm and the R. sativus nucleus. The chlorophyll deficiency is discussed in comparison with male sterility or other characters which sometimes occur in alloplasmic Raphanus and Brassica species.