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JuteNet: An Intelligent Approach for Jute Pest Recognition Using Residual Network with Hybrid Attention Module 基于残差网络和混合注意模块的黄麻害虫智能识别方法
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01504-2
Jiangong Ni

The harm of pests and diseases to crops is often irreversible. In traditional agriculture, farmers’ identification of pests and diseases primarily relies on experience, which has defects such as low efficiency and high misjudgment rate. Hiring experienced experts will significantly increase the cost of investment. Given the above problems, this study proposes an improved residual network for jute pest identification. Based on the ResNet18 model, a hybrid attention module is embedded to construct a new convolutional neural network, JuteNet. The experimental results show that the recognition accuracy of the JuteNet network is 93.24%, which is 3.47% higher than that of the ResNet18 network. By introducing an appropriate amount of attention module, the recognition accuracy of the network can be improved without significantly increasing the training cost of the model. In addition, the network’s superiority is further demonstrated by ablation experiments and comparison with other models. This experiment verifies the feasibility of a deep-learning algorithm for plant pest identification. It provides a more efficient and convenient solution for intelligent and accurate classification of plant pest detection.

病虫害对农作物的危害往往是不可逆转的。在传统农业中,农民对病虫害的识别主要依靠经验,存在效率低、误判率高等缺陷。聘请经验丰富的专家将大大增加投资成本。针对上述问题,本研究提出了一种改进的黄麻有害生物残留鉴定网络。在ResNet18模型的基础上,嵌入一个混合注意力模块,构建了一个新的卷积神经网络JuteNet。实验结果表明,JuteNet网络的识别准确率为93.24%,比ResNet18网络提高了3.47%。通过引入适量的注意力模块,可以在不显著增加模型训练成本的情况下提高网络的识别精度。此外,通过烧蚀实验和与其他模型的比较,进一步证明了该网络的优越性。本实验验证了一种深度学习算法用于植物病虫害识别的可行性。为植物病虫害检测的智能化、精准分类提供了更高效、便捷的解决方案。
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引用次数: 0
Genetic Diversity of Lotus (Nelumbo nucifera Gaertn.) Genotypes Assessed by Random Amplified Polymorphic DNA Markers 荷花的遗传多样性随机扩增多态性DNA标记评估基因型
IF 1.2 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01490-5
Vijay Kumar, Rajesh Kumar, Manju Rana

A study was conducted to assess the magnitude of genetic diversity through RAPD markers among 33 genotypes of naturally grown lotus (Nelumbo nucifera Gaertn.) found in Bihar (India). A significant amount of polymorphism was detected by 21 RAPD primers. Among the genetic variation statistics, the highest values of number of polymorphic loci (32), polymorphic loci percent (96.97%), observed number of alleles (Na) 1.97, and effective number of alleles (Ne) 1.85 were analyzed. Nei’s gene diversity ranged from 0.29 (OPL-04) to 0.44 (OPL-05), with an average value of 0.38 indicating a moderate level of variability. Shannon’s information index (I) 0.61, and polymorphic information content (PIC) 0.72 were observed. UPGMA similarity dendrogram was generated from RAPD genomic data. Jaccard’s similarity coefficient ranged from 0.52 to 0.86 for 33 lotus genotypes. All genotypes were grouped in two clusters. Cluster I with BRL-01 and BRL-08 were presented as highly diverse genotypes recognized with 120.80 and 118.40 number of petals in white colour, and in Cluster II genotype BRL-21 and BRL-22 were presented as diverse genotypes with 111.80 and 111.20 numbers of petals per flower in pink colour. Overall, a moderate degree of genetic diversity was ascertained among all 33 genotypes used in the study.

利用RAPD标记对印度比哈尔邦天然荷花(Nelumbo nucifera Gaertn.) 33个基因型的遗传多样性进行了研究。21条RAPD引物检测到大量多态性。在遗传变异统计中,多态性位点数(32个)、多态性位点百分率(96.97%)、观察等位基因数(Na) 1.97、有效等位基因数(Ne) 1.85最高。Nei的基因多样性范围为0.29 (OPL-04) ~ 0.44 (OPL-05),平均值为0.38,为中等变异水平。香农信息指数(I)为0.61,多态信息含量(PIC)为0.72。UPGMA相似树状图由RAPD基因组数据生成。33个荷花基因型的Jaccard相似系数在0.52 ~ 0.86之间。所有基因型均分为两组。簇I中BRL-01和BRL-08基因型分别以120.80和118.40个花瓣数量表现出高度多样性,簇II中BRL-21和BRL-22基因型分别以111.80和111.20个花瓣数量表现出多样性。总体而言,在研究中使用的所有33个基因型中确定了中等程度的遗传多样性。
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引用次数: 0
Morpho-Phenological Characterization and Yield Attributes of Different Primary Mango (Mangifera indica L.) Genotypes Under Bihar Condition 不同原生芒果的形态物候特征及产量性状比哈尔邦条件下的基因型
IF 1.2 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01477-2
Ankur Kumar Rai, Samik Sengupta, Ravindra Kumar, Manoj Kundu, Sanjay Sahay, Suman Kumari, Roopendra Kumar, Gautam Pratap Singh

Mango (Mangifera indica) is one of the most important tropical fruit crops cultivated across the world, including India. Morphological and phenotypic variations among the existing cultivars are essential parameters for assessing the genetic diversity of any crop for their further use in any systematic breeding programme. In this experiment, twenty five mango genotypes were assessed for different morpho-phenological attributes. Maximum male flower (95.51%) was recorded in G-37 genotype while maximum hermaphrodite flower (17.38%) with highest fruit retention (50.00%) was observed in G-03 genotype. However, highest sex ratio (31.83) was calculated in G-22 followed by G-11 (22.08) genotypes. The highest fruit set per panicle (8.00) was registered in G-18 followed by G-22 and G-12 genotypes. Consequently, maximum number of fruits per plant (140.00) was recorded in G-18 followed by G-22 (125.00). While maximum peel, pulp and stone weight were noticed in G-44 with highest pulp: stone ratio (7.27) in G-12 genotypes. Accordingly, the results of the present investigation recommends that G-18 and G-22 are the best suited genotypes for their utilization in the future mango breeding programme for improving the yield of the hybrids under the environmental conditions of Bihar, India.

芒果(Mangifera indica)是世界上最重要的热带水果作物之一,包括印度。现有品种之间的形态和表型变异是评估任何作物遗传多样性的基本参数,以便在任何系统育种计划中进一步利用。在本试验中,对25个芒果基因型进行了不同形态物候属性的评估。G-37基因型雄花最多(95.51%),G-03基因型雌雄同体花最多(17.38%),果实保留率最高(50.00%)。G-22基因型的性别比最高,为31.83,G-11基因型次之,为22.08。G-18的每穗结实数最高,为8.00,其次是G-22和G-12。结果表明,G-18植株单株果数最多,为140.00个,G-22次之,为125.00个。G-12基因型中G-44的果皮、果肉和石料重量最大,浆石比最高(7.27)。因此,本研究结果表明,G-18和G-22是未来在印度比哈尔邦环境条件下提高芒果杂种产量的最适合基因型。
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引用次数: 0
Increased Significance of Assimilate and Nutrient Remobilization Traits of Rice under Deficit Water Conditions 亏水条件下水稻同化和养分再动员性状的增加意义
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01486-1
K. K. Hazra, D. K. Swain, S. S. Singh, S. Tripathy

Identifying and utilizing stress-induced plant functional trait(s) are essential for developing stress-tolerant cultivars. This study investigated the impact of deficit-water conditions on post-anthesis assimilate and nutrient remobilization efficiencies, grain yield and quality of rice, utilizing three soil-water regimes by irrigation scheduled at 1, 3, and 6 day(s) after the disappearance of ponding water (DADPW). Assimilate and nutrient remobilization were determined based on assimilate (dry biomass) of different plant parts (leaf, stem, root, filled-grain, chaff) and their corresponding nutrient content (nitrogen and phosphorus) at anthesis and maturity. Results showed that varying water regimes had an equivalent effect on post-anthesis assimilate nitrogen and phosphorus remobilization. However, both assimilate and nutrient remobilization efficiencies, as well as their contributions to grain, were significantly enhanced under deficit-water conditions, with a stronger effect observed under prolonged water-deficit (6-DADPW). The efficiency of nutrient/assimilate remobilization found in the order: phosphorus (46–50%) > nitrogen (24–29%) > dry matter (15–19%). Both moderate (3-DADPW) and prolonged (6-DADPW) deficit-water conditions reduced yield by 10% and 35% compared to 1-DADPW. Hence, the elevated scale of assimilates and nutrient remobilizations under water-deficit conditions suggests post-anthesis remobilization traits deserve special consideration in selecting/breeding stress-tolerant cultivar(s).

鉴定和利用胁迫诱导的植物功能性状是培育耐胁迫品种的必要条件。本研究利用3种土壤-水制度,分别在积水消失后1、3和6天进行灌溉,研究了亏水条件对水稻花后同化物和养分再流动效率、籽粒产量和品质的影响。根据植物不同部位(叶、茎、根、灌浆粒、糠)的同化物(干生物量)及其相应的营养成分(氮、磷)含量测定开花和成熟时的同化物和养分再动员。结果表明,不同的水分制度对花后同化物氮和磷的再动员有相当的影响。然而,在缺水条件下,同化物和营养物质的再动员效率及其对籽粒的贡献都显著提高,在长期缺水条件下(6-DADPW)的影响更大。养分/同化物再活化效率的排序为:磷(46-50%);氮(24-29%);干物质(15-19%)。与1-DADPW相比,中度(3-DADPW)和长期(6-DADPW)亏水条件分别使产量降低10%和35%。因此,在缺水条件下,同化物和营养物质再动员的增加表明,在选择/培育耐胁迫品种时应特别考虑花后再动员的性状。
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引用次数: 0
An Optimal Selective Disassembly Sequence Planning Framework for End-of-Life Uncertain Products 寿命终止不确定产品的最优选择性拆卸顺序规划框架
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01511-3
Mirothali Chand, Chandrasekar Ravi

Accumulation of Waste Electrical and Electronic Equipment (WEEE) poses a significant threat in the current world, specifically for more populated countries like India. It affects the environment and ecological systems due to improper disposal and dumping. WEEE must be processed with proper mechanisms to enable its reuse or further recycling. This processing of WEEE requires efficient disassembly planning based on the condition of the parts. In this work, an optimal way of disassembling uncertain End-of-Life (EoL) products has been proposed. This work introduces a novel framework for efficient handling of uncertain data, followed by a hybridized metaheuristics algorithm for sequence planning, specifically tailored for selective disassembly. In the first stage, the product’s uncertain data, represented as fuzzy numbers, are processed using Grey Relational Analysis (GRA), and the Parts Quality Index (PQI) is calculated. Subsequently, in the second stage, the PQI, together with other product data, is processed using the proposed novel Harmonized Cuckoo Search Algorithm (HCSA), generating the final sequence for disassembling parts with high quality and economic value.

废旧电器和电子设备(WEEE)的积累在当今世界构成了重大威胁,特别是对印度等人口较多的国家。由于处置和倾倒不当,影响环境和生态系统。报废电子电气设备必须以适当的机制进行处理,使其能够再利用或进一步回收。报废电子电气设备的这种处理需要根据零件的状况进行有效的拆卸计划。本文提出了一种不确定终寿命产品的最优拆解方法。这项工作引入了一种新的框架,用于有效处理不确定数据,其次是用于序列规划的混合元启发式算法,专门为选择性拆卸量身定制。第一阶段,利用灰色关联分析(GRA)对模糊数表示的产品不确定数据进行处理,计算零件质量指数(PQI);随后,在第二阶段,使用提出的新型协调布谷鸟搜索算法(Harmonized Cuckoo Search Algorithm, HCSA)对PQI和其他产品数据进行处理,生成具有高质量和经济价值的零件的最终拆卸顺序。
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引用次数: 0
Range Extension of Ablabys Macracanthus (Bleeker, 1852; Perciformes; Tetrarogidae) from the West Coast of India, Northern Arabian Sea 北阿拉伯海印度西海岸Macracanthus Ablabys的分布范围扩展(Bleeker, 1852;表演目;四足科)
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-29 DOI: 10.1007/s40009-024-01501-5
B. Sureandiran, K. Karuppasamy, N. K. Suyani, Shivani Tandel

Two specimens of spiny waspfish, Ablabys macracanthus (Bleeker, 1852) was recorded for the first time from Veraval fishing harbour, North west coast of India. The specimens were collected from the byctach of the bottom trawler operated at depth of 10–30 m and the specimens measured 56 & 67 mm SL. From the Indian coast, A. macracanthus is previously reported from the Tamil Nadu region, southeast India and not from the west coast of India. The manuscript deals with the detailed morphometrics and range extension of A. macracanthus from the Gujarat, Northern Arabian Sea.

在印度西北海岸的Veraval渔港首次记录到两种带刺的小黄蜂,Ablabys macacanthus (Bleeker, 1852)。这些标本是从在10-30米深度作业的底拖网渔船的附船中收集的,测量结果为56 & 67毫米深。来自印度海岸的A. macracanthus以前报道来自印度东南部泰米尔纳德邦地区,而不是来自印度西海岸。本文研究了北阿拉伯海古吉拉特邦的A. macacanthus的形态计量学和分布范围。
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引用次数: 0
Record of Jujube Tube Spittlebug, Machaerota planitiae Distant (Hemiptera: Cercopoidea: Machaerotidae) Feeding on New Host Aonla, Emblica officinalis Gaertn. from India 枣管飞虫(Machaerota planitiae Distant)对新寄主Aonla, Emblica officinalis Gaertn的摄食记录(半翅目:麻蝇总科:麻蝇科)来自印度
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-28 DOI: 10.1007/s40009-024-01498-x
Sandeep Singh, Jasreet Kaur, Rajwinder Kaur Sandhu, Vinay Singh, Masrat Siraj

Machaerota planitiae Distant is reported as new insect-pest feeding on aonla, Emblica officinalis Gaertn from Punjab, India. Damage on twigs was observed along with its spittle tubes formed by nymphs. The population dynamics of spittlebug were also studied at two locations viz., Ludhiana and Bathinda. About 02.1–13.2 and 02.1–08.9 per cent infestation in inflorescences, 05.8–19.5 and 2.4–18.1 tubes per branch and 03.2–15.3 and 01.1–12.1 nymphs per branch were observed at Ludhiana and Bathinda, respectively. This is the first report of occurrence of M. planitiae on aonla, E. officinalis as host plant from Indian region.

报道了一种以印度旁遮普省的褐飞虱(Emblica officinalis Gaertn)为食的新型害虫。观察到树枝上的损伤以及若虫形成的唾沫管。在卢迪亚纳和巴欣达两个地点研究了吐痰虫的种群动态。卢迪亚纳和巴欣达的侵染率分别为02.1 ~ 13.2%和02.1 ~ 08.9%,每枝侵染率分别为05.8 ~ 19.5和2.4 ~ 18.1,每枝侵染若虫率分别为03.2 ~ 15.3和01.1 ~ 12.1。这是首次报道在印度地区的寄主植物褐飞虱(aonla, E. officinalis)上发现planitiae。
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引用次数: 0
Structural Equation Modelling in the Analysis of Family Environment Towards the Stress Management of Women Police with Special Reference to Chennai City, Tamil Nadu, India 家庭环境对女警察压力管理的结构方程模型分析——以印度泰米尔纳德邦金奈市为例
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-26 DOI: 10.1007/s40009-024-01502-4
K. Kannan, B. Santhiya, A. Menaga, G. Anandhi

For a positive and peace of mind, the family environment will play a crucial role. In the present paper, it is analyzed that the family environment of women police of Chennai city for which 10 features are observed from 578 respondent. The Wilcoxon signed rank test showed that the factor “family Support” and “Disclose Feelings” have greater significant level from the neutral reply “Neither disagree nor agree” whereas the remaining are significantly different from the neutral reply. The structural equation modelling is then proposed and the root mean square error of approximation (RMSEA) and standardized root mean square residual (SRMR) for the proposed model are respectively 0.083 and 0.054. These values indicate that the proposed model is good.

对于一个积极平和的心态,家庭环境起着至关重要的作用。本文对金奈市女警察的家庭环境进行了分析,从578名受访者中观察到10个特征。Wilcoxon sign rank检验显示,“家庭支持”因子和“表露感受”因子与中性回答“既不反对也不同意”有显著性差异,其余因子与中性回答有显著性差异。然后提出了结构方程模型,该模型的近似均方根误差(RMSEA)和标准化均方根残差(SRMR)分别为0.083和0.054。这些值表明所提出的模型是良好的。
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引用次数: 0
A Compact E Shaped MMR Wideband Bandpass Filter with Notched Band Utilizing SIR 一种利用SIR的带陷波带的紧凑E形MMR宽带带通滤波器
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-26 DOI: 10.1007/s40009-024-01476-3
Amit Kumar, Dharmendra Kumar Jhariya

This article presents a compact E-shaped wideband bandpass filter with a single notch band. The wideband response of proposed bandpass filter is obtained from E shaped multimode resonator (MMR). A single notched band is obtained by embedded a SIR to suppressed the radio signal fall in passband range. This filter demonstrates a fractional bandwidth of 119.4%. To verify the effectiveness of the design, the filter is fabricated on FR4 with a dielectric constant (εr) of 4.4 and a thickness(t) of 1.6 mm. The passband is from 2.43 to 9.63 GHz, with a notch at 5.86 GHz. The designed bandpass filter demonstrates an insertion loss of 1.76 dB and a return loss > 10 dB. The filter has a compact size of 24 mm× 6.52 mm.

本文提出了一种紧凑的单陷波带e型宽带带通滤波器。该带通滤波器的宽带响应是通过E型多模谐振器(MMR)得到的。通过嵌入SIR来抑制在通带范围内的无线电信号,得到一个单陷波带。该滤波器的分数带宽为119.4%。为了验证设计的有效性,将滤波器制作在介电常数εr为4.4,厚度t为1.6 mm的FR4上。通频带范围为2.43至9.63 GHz,陷波为5.86 GHz。所设计的带通滤波器的插入损耗为1.76 dB,回波损耗为10db。过滤器的紧凑尺寸为24毫米× 6.52毫米。
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引用次数: 0
Identification of a Hidden movement by Using LLCPT Algorithm 用LLCPT算法识别隐藏运动
IF 1.3 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-25 DOI: 10.1007/s40009-024-01479-0
Pharindra Kumar Sharma, Neeraj Sahu, Swatantra Kumar Sahu, Neha Jain

In this paper, proposed an algorithm with the name LLCPT, that will trace out the offender/offenders related to a crime. The idea used in this algorithm takes into consideration that, almost everybody uses mobile phones now a days be it basic phone or smart phone. This leads us to notice that, offender/s too may use or carry a mobile phone at or near the site of crime. The LLCPT algorithm works on the principle of earth position and calculate path of mobile.

本文提出了一种名为LLCPT的算法,用于追踪与犯罪相关的罪犯。该算法中使用的想法考虑到,现在几乎每个人都使用手机,无论是普通手机还是智能手机。这使我们注意到,罪犯也可能在犯罪现场或附近使用或携带手机。LLCPT算法利用地球定位原理,计算移动路径。
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引用次数: 0
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