浅谈5G推动下的农业现代化发展现状与前景

随着社会现代化的不断发展,越来越多的高新技术逐步问世,例如:云计算、大数据、人工智能、5G技术等.5G技术出现给人们生活带来了便利,同时也为各个产业的发展提供了强大动力.5G推动下的农业现代化发展就是结合5G技术当前发展状况和我国现阶段的农业现状,利用先进技术推动农业各方面发展进程.本文从"5G+农业"的角度出发,分析...     

基于改进YOLOv5算法的农田杂草检测

随着智慧农业技术和大田种植技术的不断发展,自动除草具有广阔的市场前景。关于除草剂自动喷洒的有效性,农田杂草的精准、快速地识别和定位是关键技术之一。基于此提出一种改进的YOLOv5算法实现农田杂草检测,该方法通过改进数据增强方式,提高模型泛化性;通过添加注意力机制,增强主干网络的特征提取能力;通过改进框回归损失函数,提升预测框的准确率。试验表明,在芝麻作物和多种杂草的复杂环境下,本文方法的检测平均精度均值mAP为90.6%,杂草的检测平均精度AP为90.2%,比YOLOv5s模型分别提高4.7%和2%。在本文试验环境下,单张图像检测时间为2.8 ms,可实现实时检测。该研究内容可以为农田智能除草设备提供参考。     

秦巴山区一次致灾冰雹过程分析

利用常规资料、多普勒雷达及自动站等资料,对秦巴山区一次致灾冰雹过程综合分析。结果表明,此次强对流天气是在高空前倾槽东移过程中产生的,中低层切变线为对流的发生提供了动力条件,地面辐合线是此次强冰雹天气的触发机制;适宜的0℃和-20℃层高度、地面暖低压和特殊的“喇叭口”地形等有利于强冰雹天气的发生;冰雹发生在低空急流左前方、高空急流出口区的左侧和地面辐合线附近。较强不稳定层结和垂直风切变是导致对流快速发展并维持的原因之一;多普勒雷达反射率因子图上对流单体中心强度大于68 dBZ且维持5个体扫,有超级单体生成;反射率因子剖面图上有有界弱回波、回波悬垂等出现;速度图上具有低层辐合和中气旋等特征;在反射率因子和速度图上均可看到三体散射;VIL跃增和骤降的时间与冰雹发生的时间相对应。     

玉米自交系耐荫性鉴定与评价

以41个玉米自交系为材料,采用大田试验方法,在植株形态建成期设置15%遮荫和不遮荫两种处理方式,研究不同处理下玉米自交系植株形态、物质生产、产量等11个指标以及各指标耐荫系数的变化,并对自交系的耐荫性进行评价。结果表明,遮荫不仅会增加玉米自交系的株高和穗位高,延缓生育进程,而且会降低植株叶面积指数及叶绿素含量,最终影响玉米物质积累及产量的提升。进一步对各指标的耐荫性进行数学统计分析,表明茎干物质、叶面积指数和产量的耐荫系数可作为评价玉米自交系耐荫性指标。筛选出M173、豫82、DH382、618B、P6874、昌7-2、8612A、M753、ZY608、豫1122、PH6WC和M109高度耐荫型玉米自交系;ZY602、ZY606、658、HT60、ZY601、C70、外引-2、四-144、KW7M14、NS501和PH4CV是弱光敏感型玉米自交系。     

12份美国玉米自交系配合力评价

以12份引进美国解禁玉米自交系为供试材料,4份课题组骨干玉米自交系(KA105、KA064、KB043和KB204)为测验种,采用NC-II遗传交配设计,进行配合力测定与分析。结果表明,测验种KA105和KA064产量一般配合力(GCA)效应表现优良,供试美国玉米自交系中PHPR5、MBST、LH213、2FACC、LH212Ht、LH209和PHR47产量GCA效应表现优良。杂交组合PHPR5×KA105、LH213×KA105、PHH93×KA105、2FACC×KA064、LH212Ht×KA105、PHPR5×KB204产量的超标优势较强,可进一步试验。     

Performance and uncertainty analysis of a short-term climate reconstruction based on multi-source data in the Tianshan Mountains region,China

Short-term climate reconstruction, i.e., the reproduction of short-term(several decades) historical climatic time series based on the relationship between observed data and available longer-term reference data in a certain area, can extend the length of climatic time series and offset the shortage of observations. This can be used to assess regional climate change over a much longer time scale. Based on monthly grid climate data from a Coupled Model Inter-comparison Project phase 5(CMIP5) dataset for the period of 1850–2000, the Climatic Research Unit(CRU) dataset for the period of 1901–2000 and the observed data from 53 meteorological stations located in the Tianshan Mountains region(TMR) of China during the period of 1961–2011, we calibrated and validated monthly average temperature(MAT) and monthly accumulated precipitation(MAP) in the TMR using the delta, physical scaling(SP) and artificial neural network(ANN) methods. Performance and uncertainty during the calibration(1971–1999) and verification(1961–1970) periods were assessed and compared using traditional performance indices and a revised set pair analysis(RSPA) method. The calibration and verification processes were subjected to various sources of uncertainty due to the influence of different reconstructed variables, different data sources, and/or different methods used. According to traditional performance indices, both the CRU and CMIP5 datasets resulted in satisfactory calibrated and verified MAT time series at 53 meteorological stations and MAP time series at 20 meteorological stations using the delta and SP methods for the period of 1961–1999. However, the results differed from those obtained by the RSPA method. This showed that the CRU dataset produced a low degree of uncertainty(positive connection degree) during the calibration and verification of MAT using the delta and SP methods compared to the CMIP5 dataset. Overall, the calibrated and verified MAP had a high degree of uncertainty(negative connection degree) regardless of the dataset or reconstruction method used. Therefore, the reconstructed time series of MAT for the period of 1850(or 1901)–1960 based on the CRU and CMIP5 datasets using the delta and SP methods could be used for further study. The results of this study will be useful for short-term(several decades) regional climate reconstruction and longer-term(100 a or more) assessments of regional climate change.     

分子标记辅助选择改良水稻恢复系香5的病虫抗性

香5是由湖北省农科院选育的优质两系杂交稻恢复系,所配组合广两优5号(广占63-4S/香5)于2013年通过了湖北省审定.利用回交和分子标记辅助选择技术,将供体亲本MD12086-1351中的抗稻瘟病基因Pi9、抗褐飞虱基因Bph14、Bph15和抗白叶枯病基因Xa23渗入到香5背景中,育成了3个同时携带Pi9、Bph14、Bph15和Xa23基因的新株系.鉴定结果表明,新株系的叶瘟抗性明显提高,穗颈瘟抗性部分提高,苗期抗褐飞虱,分蘖盛期高抗白叶枯病;产量、主要农艺性状、香味和稻米品质主要指标与香5相似.新株系所配的组合在产量、主要农艺性状上与香5所配的组合相似.表明新株系可以作为香5的替代系用于培育抗稻瘟病、抗褐飞虱和抗白叶枯病的两系杂交稻新组合.     

Effects of calpain-2 and autophagy-related protein 5 on hepatocyte apoptosis induced by endoplasmic reticulum stress

AIMTo investigate the effects of calpain-2 and autophagy-related protein 5 (Atg5) on apoptosis of BRL-3A rat normal liver cells during endoplasmic reticulum stress (ERS) induced by dithiothreitol (DTT). METH?ODS: BRL-3A cells were treated with DTT at 2.0 mmol/L for 0, 6, 12 and 24 h to induce ERS. Real-time cell analysis (RTCA) was used to measure the effect of DTT on BRL-3A cell proliferation. Apoptosis and cell cycle distribution were analyzed by flow cytometry. The mRNA expression of calpain-2 and Atg5 was detected by real-time PCR. The protein levels of calpain-2, Atg5, Atg7, Atg12 and microtubule-associated protein 1 light chain 3 (LC3) were determined by Western blot. The interaction between calpain-2 and Atg5 was investigated by co-immunoprecipitation (Co-IP). RESULTSThe proliferation of BRL-3A cells treated with DTT was significantly inhibited. The apoptosis of BRL-3A cells was significantly increased after DTT treatment for 6, 12 and 24 h as compared with 0 h group (P<0.05). The cell cycle was arrested in G₁ phase after DTT treatment (P<0.05). After DTT treatment for 6, 12 and 24 h, the mRNA expression of calpain-2 and Atg5 in the BRL-3A cells was significantly increased as compared with 0 h group (P<0.05). The protein levels of calpain-2, Atg12 and Atg7 in the cells treated with DTT for 6, 12 and 24 h were significantly higher than those in 0 h group, and the ratio of LC3-II/LC3-I was also significantly higher than that in 0 h group, while Atg5 expression was significantly lower than that in 0 h group (P<0.05). The results of Co-IP found that the anti-calpain-2 antibody precipitated Atg5 protein from the cell lysates, and the anti-Atg5 antibody also precipitated calpain-2 from the cell lysates, which confirmed the interaction between calpain-2 and Atg5. CONCLUSION Calpain-2 may participate in ERS-induced hepatocyte apoptosis by interacting with Atg5.