Miracle-dz/UniFAR-FTUs huggingface dataset:
Image Annotation With YCbCr Color Features Based on Multiple Deep CNN- GLP

Digital image collections are becoming increasingly popular due to their ease of use. Still, the need for adequate indexing information makes it difficult for users to find the specific images they need. With the vast number of digital images generated daily, these databases have become enormous, making accurate image retrieval challenging. One of the most challenging tasks in computer vision and multimedia research is image annotation, where keywords are assigned to an image. Unlike humans, computers can measure colors, textures, and shapes of images but fail to interpret them semantically, known as the semantic gap. This makes image annotation complex. For semantic-level concepts generation the raw image pixels provide not enough Unmistakable information. Which mean for of “words” or “sentences” there is no clear definition with the semantics of an image unlike text annotation. Therefore, this study aims to bridge the semantic gap between low-level computer features and human interpretation of images. The proposed enhanced automatic image annotation system maps multiple labels or into single image, providing an in-depth understanding of the visual content’s meaning. This is achieved by combining Convolutional Neural Networks-based multiple features (Y is the green component of the color, Cb and Cr is the blue component and red component called YCbCr color space and Gaussian–Laplacian Pyramid) and neighbors to recall and balance precision. The image annotation (IA) scheme uses a Global Vectors for Word Representation (GloVe) model with CNN-Gaussian–Laplacian Pyramid and learning representation to predict image annotation (IA) accurately. The proposed image annotation (IA) system was execution on three public datasets and showed excellent flexibility of annotation, improved accuracy, and reduced computational costs compared to existing state-of-the-art methods. The image annotation (IA) framework can provide immense benefits in accurately selecting and extracting image features, minimizing computational complexity and facilitating annotation.
Influence of artificial defoliation to simulate losses in production of beans (Phaseolus vulgaris L. cv. Xamego).

INFLUENCE OF ARTIFICIAL DEFOLIATION TO SIMULATE LOSSES IN PRODUCTION OF BEANS (PHASEOLUS VULGARIS L. CV. XAMEGO). The reduction of foliar area can cause yield reduction in common bean crops. The objective of this work was to ascertain the effect of different defoliation levels realized in several developmental stages of common beans (Phaseolus vulgaris L. cv. Xamego) in regard to yield, weight of 100 seeds and number of pods per plant. A randomized complete block design was used considering a two-way 5 x 4 factorial arrangement: (i) five defoliation stages (first trifoliate leaf, flowering, pods formation, pods filling, and dry pods), and (ii) four defoliation levels (0, 33, 67 and 100%). Five replications were carried out. A linear decrease of yield was observed for all defoliation levels considering all development stages, except for dried pods. The highest decrease was detected for pods formation. At 100% of defoliation, a higher decrease of yield was observed when it was done at 44 days after emergence. Regression analysis gave a greater reduction in yield with 100% defoliation done at 44 days after emergence. The evaluation parameter that showed the best correlation with yield was the number of pods per plant.
Multi Rotor Wind Turbine Systems: An Exploration of Failure Rates and Failure Classification

The Multi-Rotor System (MRS) is a proposed solution to the increasing costs associated with the manufacture and maintenance of large single-rotor wind turbines. The MRS consists of many small rotors that can capture the same amount of energy as a large turbine but with the added benefits of standardization, reduced system loads, and improved reliability due to the redundancy of components and smaller size. However, modelling the operation and maintenance (O&M) of the MRS presents several challenges, including a lack of available failure data. This work aims to determine, what failure rate reduction, can MRS be competitive with equivalent single-rotor wind farms, using existing single-rotor turbine data as a baseline. The key failure components are identified through the use of a cost-based comparison parameter. Statistical and theoretical approaches are then used to analyse the impact of fatigue on failure rates for downscaled turbines, to determine if the required reduction in failure rate is feasible. Using a case study, the sensitivity of availability, operational expenditure, and lost revenue to failure rates is also determined.
Selective Arterial Embolization of Ruptured Hepatocellular Carcinoma with N-Butyl Cyanoacrylate and Lipiodol: Safety, Efficacy, and Short-Term Outcomes

The rupture of hepatocellular carcinoma (rHCC) is uncommon but causes sudden life-threatening bleeding. Selective transarterial embolization (STAE) is an effective bleeding-control option. The optimal embolic agent is unknown, and data on the use of cyanoacrylate glue are lacking. The objective of this study was to report the outcomes of cyanoacrylate-lipiodol embolization for rHCC. We retrospectively reviewed the files of the 16 patients (14 males; mean age, 72 years) who underwent emergency cyanoacrylate-lipiodol STAE at a single center in 2012–2023 for spontaneous rHCC. All 16 patients had subcapsular HCC and abundant hemoperitoneum. The technical success rate was 94% (15/16). Day 30 mortality was 19%; the three patients who died had severe hemodynamic instability at admission; one death was due to rebleeding. Liver enzyme levels returned to baseline by day 30. No rebleeding was recorded during the median follow-up of 454 days in the 10 patients who were alive with available data after day 30. Larger prospective studies with the collection of longer-term outcomes are needed to assess our results supporting the safety and effectiveness of cyanoacrylate-lipiodol STAE for rHCC. Randomized trials comparing this mixture to other embolic agents should be performed.
LOCAL ECONOMIC DEVELOPMENT IN THE INGWE MUNICIPALITY: THE DEVELOPMENT OF A PRO-POOR, TOURISM BASED STRATEGY

The Ingwe Municipality provides an interesting example of the relationship between Local Government and pro-poor Local Economic Development (LED), for many reasons. In 2003 they were awarded second place in the Kwa-Zulu Natal province for the Vuna Awards, which recognises local government service excellence in South Africa. In 2004, they earned first place in Kwa-Zulu Natal and third place in South Africa for the best local municipality in terms of that award. What does such a small, underresourced rural municipality have to offer us as we seek to understand the role local government has in promoting pro-poor development in South Africa? More specifically, during this time of increasing focus on improving conditions and opportunities for the poor, what lessons and inspiration does this municipality have to offer other rural municipalities facing similar challenges? In response to these questions, this chapter will focus on the LED strategy currently being developed by the Ingwe Municipality. Initial assessment will incorporate an overview of the economic conditions within the municipality, focusing on the poverty crisis currently crippling the majority of the population. From this platform, the chapter will progress to identify opportunities available with respect to embracing LED, with specific emphasis on the potential to create a viable tourist industry. The relevant aspects of the current LED strategy will be established, in addition, this document will assess the pro-poor orientation of the strategy and discuss the key lessons learnt that may offer inspiration and insight to other municipalities facing similar challenges.
Efficacy of Herbicide Mixtures for Transplanted Aman Rice in Silty Clay Loam Soil of Bangladesh

Weed management plays an important role in obtaining target yield. A field experiment was carried out at the Agronomy field of Sher-e-Bangla Agricultural University, Dhaka, Bangladesh, from July to December 2019 to get the most effective weed control strategy for transplanted Aman rice. The soil of the study field was silty clay loam in nature. The study consisted of two factors i.e., variety (4: Chinigura, BR11(Mukta), BRRI dhan56, and BRRI hybrid dhan6) and herbicide (4) viz., Bispyribac-sodium WP @ 150 g ha-1, Acetochlor 14% + Bensulfuron methyl 4% WP @ 750 g ha-1, Pretilachlor 6% + pyrazosulfuron 0.15% WP @ 9.88 kg ha-1, and weedy check as a control. The experiment was laid out in a split-plot design with three replications. Thirteen weed species were found in the experimental plots, mostly broadleaf and sedge. Monochoria vaginalis was the most dominant weed species. The study noticed that the application of mixed herbicides offered better weed control over single herbicide application. Application of Acetochlor 14% + Bensulfuron methyl 4% WP @ 750 g ha-1 significantly reduced weed density and biomass and was the best way of controlling complex weed flora. The study marked out BR11 (Mukta) as the most potential aman rice variety to produce the highest yields at applying Acetochlor 14% + Bensulfuron methyl 4% WP @ 750 g ha-1. This treatment gave the highest gross return (Tk. 1,46,010), net return (Tk. 88,699), and benefit-cost ratio (2.55). Therefore, the study suggests the application of mixed herbicides and BR11 (Mukta) to get the optimum yield of transplanted Aman rice and maximum economic benefit. Bangladesh Agron. J. 2023, 26(1): 56-74
Routing approaches in named data network: a survey and emerging research challenges

Named Data Networking (NDN) has emerged as a promising information-centric networking paradigm that addresses the limitations of the traditional IP-based Internet architecture. The core principle of NDN relies on content naming instead of host addressing, to provide efficient, secure, and scalable content delivery. Routing is a critical component of NDN and is responsible for discovering and maintaining optimal paths to named content. This paper presents a comprehensive review of routing techniques in NDN, focusing on the design principles, algorithms, and performance metrics, especially in wired network architecture. We first summarize the NDN architecture and discuss its key components. We then delve into the fundamental routing concepts in NDN and categorize and examine various routing techniques, including link state, distance vector, and centralized approaches based on Software Defined Network. We also summarize the relevant research efforts proposed to address NDN routing challenges by focusing more on wired network architecture. Finally, we identify open research issues and future directions in NDN routing, emphasizing the need for scalable, efficient, and secure routing techniques that can fulfill the growing demands of the modern Internet. In conclusion, this review serves as a valuable reference for researchers and practitioners in NDN, offering a comprehensive understanding of the current state-of-the-art routing techniques, limitations, and potential future advancements.
PERAN TAMBAK UDANG DI PT. BUMI HARAPAN JAYA DALAM MENINGKATKAN EKONOMI MASYARAKAT DESA TAMBAK SARI, POTO TANO

Budidaya udang vannamei merupakan salah satu kegiatan alternatif yang bergerak dalam bidang budidaya perikanan. Kegiatan ini dilaksanakan mulai dari tanggal 10 Maret-16 Juni di PT. Bumi Harapan Jaya di desa Tambak Sari Kecamatan Poto Tano. Kegiatan ini bertujuan untuk mengetahui optimalisasi tambak udang di PT. Bumi Harapan Jaya dalam meningkatkan ekonomi masyarakat di desa Tambak Sari, Poto Tano. Perusahaan PT. Bumi Harapan Jaya ini didirikan pada tahun 2009 yang bergerak di bidang budidaya perikanan khususnya usaha tambak udang. Kegiatan budidaya yang dilakukan termasuk dalam sistem intensif dimana padat tebar serta jumlah pakan yang diberikan secara intensif. Metode yang digunakan adalah metode kuantitatif Berdasarkan kegiatan yang dilakukan menunjukkan bahwa pendapatan masyarakat sekitar tambak yang berprofesi sebagai pedagang Rp. 950.000/bulan dan Nelayan Rp.850. 000/bulan. Sedangkan pendapatan masyarakat setelah adanya usaha tambak udang pedagang mencapai Rp1.500. 000 per bulan dan Nelayan yang bekerja sebagai pekerja tambak mencapai Rp2.400. 000 per bulan.
Performance of Row Spacing on the Yield of Sesame Varieties

The experiment was carried out during kharif-I season of 2020 in the experimental field of Regional Agricultural Research Station (RARS), Bangladesh Agricultural Research Institute (BARI), Cumilla to evaluate the optimum plant spacing of sesame varieties. There were four plants spacing S1 (30 ××5 cm2), S2 (30×× 10 cm2), S3 (40 ××5 cm2) and S4 (40×× 10 cm2) and two sesame varieties of V1 (BARI Til 3) and V2 (BARI Til 4) were included in the experiment. The experiment was conducted using a split-plot design with three replications. The highest seed yield (1646 kg ha-1) was found from BARI Til 4 but the highest number of capsule plant-1 and number of branches plant-1 were obtained from BARI Til-3. The maximum seed yield (1913 kg ha-1) was achieved in the interaction of S4V2 (40 ××10 cm2 and BARI Til 4) that was identical to S2V2 (30 x 10 cm2 and BARI Til 4). Bangladesh Agron. J. 2023, 26(1): 28-31
The Effects of Partial Substitution of Fertilizer Using Different Organic Materials on Soil Nutrient Condition, Aggregate Stability and Enzyme Activity in a Tea Plantation

Fertilization plays a crucial role in enhancing tea production. However, it has been demonstrated that the long-term single application of chemical fertilizer will reduce soil nutrient content and the formation of soil aggregates, which is not conducive to the sustainable development of soil and agriculture. Many studies have shown that partial substitution of chemical fertilizer with organic fertilizer can improve soil physicochemical properties and soil nutrient content. This study compared the effects of different organic materials as substitutes for chemical fertilizer. We partially replaced chemical fertilizer with rabbit manure, wine lees and rapeseed cake, amounting to 30% of the total annual nitrogen application in the field experiment, and we set nine different fertilization methods to assess and analyze the soil nutrient condition, aggregate stability and enzyme activity. The results showed that the experimental soil aggregate mean weight diameter (MWD) and geometric mean diameter (GMD) were significantly increased compared with control (p < 0.05); the aforementioned fertilization methods also decreased the soil aggregate fractal dimension (D), disruption rate (PAD), average weight-specific surface area (MWSSA) and soil erodibility factor (K). The application of the fertilizer containing organic materials and microbial agent increased soil organic carbon (SOC) by 20.7% to 22.6% and total nitrogen (TN) by 34.6% to 38.1%; it also significantly promoted sucrase, urease and protease activities in all aggregate sizes (p < 0.05) and increased the 2–5 mm aggregate content. The correlation coefficients between the SOC and the enzyme activities were 0.18–0.95, and most of them showed an extremely significant positive correlation (p < 0.01). In conclusion, the application of fertilizers containing organic materials and microbial agents can improve soil aggregate stability, aggregate enzyme activity and soil structural stability.
Prevalence and Transmission of Extended-Spectrum Cephalosporin (ESC) Resistance Genes in Escherichia coli Isolated from Poultry Production Systems and Slaughterhouses in Denmark

The emergence of extended-spectrum cephalosporin (ESC)-resistant Escherichia coli is a global concern. This study aimed to assess the prevalence and transmission of ESC-resistant E. coli in the Danish broiler production system. Samples from two vertically integrated Production Systems (1 and 2) and two slaughterhouses (A and B) were analyzed (n = 943) for the occurrence of ESC-resistant E. coli from 2015 to 2018. ESC-resistant E. coli isolates were whole-genome sequenced (WGS) for characterization of the multi-locus sequence type (MLST), antibiotic resistance genes, virulence genes, and plasmid replicon types. An ad hoc core genome (cg) MLST based on 2513 alleles was used to examine the genetic relatedness among isolates. The prevalence of ESC-resistant E. coli in the conventional Production System 1 was 2.7%, while in Production System 2 the prevalence was 26.7% and 56.5% for samples from the conventional and organic production, respectively. The overall prevalence of ESC-resistant E. coli in broiler thigh and fecal samples ranged from 19.3% in Slaughterhouse A to 22.4% in Slaughterhouse B. In total, 162 ESC-resistant E. coli were isolated and shown to belong to 16 different sequence types (STs). The most prevalent STs were ST2040 (n = 85) and ST429 (n = 22). Seven ESC resistance genes were detected: blaCMY-2 (n = 119), blaTEM-52B (n = 16), blaCTX-M-1 (n = 5), blaTEM-52C (n = 3), blaCTX-M-14 (n = 1), blaSHV-12 (n = 1), and up-regulation of ampC (n = 16), with an unknown resistance gene in one isolate (n = 1). The carriage of blaCMY-2 in 119 isolates was primarily associated with IncI1 (n = 87), and IncK plasmids (n = 31). Highly similar blaCMY-2 carrying E. coli isolates from ST429 were found in production systems as well as in slaughterhouses. In conclusion, findings from this study indicate that ESC-resistant E. coli are transferred vertically from farms in the production systems to slaughterhouses with the potential to enter the food supply.
Getting Good Sleep with Family Support: The Role of Fear of Crime and Loneliness

Sleep problems in middle-aged and older people can threaten their physical and mental health. Family support is regarded as a key factor that affects sleep quality, but the influence mechanism remains underexplored. This study analyzes the mediating effects of fear of crime (FOC) and loneliness in the relationship between family support and sleep quality, and explores whether gender plays a moderating role between family support and FOC. A questionnaire survey was conducted among 1043 Chinese middle-aged and older people aged 45–93 years. Using 10,000 bootstrapped samples, the study shows that middle-aged and older people who receive more family support have better sleep quality, and FOC and loneliness play mediating role in this association. Gender moderates the relationship between family support and FOC. Compared with men, family support for females has a greater impact on their FOC condition, and the mediating effect of family support on sleep quality through FOC is also greater among women. Family support can affect sleep quality through the chain mediating effect of FOC and loneliness for women. This study provides an in-depth understanding of the relationship between family support and sleep quality.
Biometric analysis of white sardine Escualosa thoracata (Valenciennes, 1847) from Goa coast, India

The morphometry, length-weight relationship and condition factor of Escualosa thoracata (Valenciennes, 1847) from Goa waters was studied from 758 specimens. Males ranged in size from 80 to 117 mm and weighed 4.16 to 14.96 g, while females were 77 to 115 mm and 3.75 to 15.03 g. Among the compared characters, coefficient of correlation r were highest for standard length against fork length (0.9879) and lowest against snout length (0.1799). Based on meristic counts, the fin formula for white sardine can be written as D13-17 P9-13 V7-7 A11-19 Pps12-19 Pops10-12. Length-weight relationship was estimated as W = 0.0128L3. 14 (r2 0.8677), W = 0.0140L3. 10 (r2 0.9084) and W = 0.0134L3. 12 (r2 0.8921) for males, females and combined sexes, respectively. A positive allometric growth (b>3) was observed for all samples. Condition factor was 1.31 for males, 1.43 for females and 1.37 for pooled samples, indicating that females are in better condition than males. Keywords: Allometric growth, Condition factor, Length-weight relationship, Meristic counts, Morphometry
Association of selected inflammatory markers and risk factors with pain in patients undergoing cervical or lumbar disc herniation

Introduction Studies have suggested that radicular pain following disc herniation may be associated with local or systemic inflammatory responses produced in the vicinity of the herniated disc rather than compression of the nerve. Present study assessed the association of serum interleukin-6 (IL-6) levels, high-sensitivity C-reactive protein (hs-CRP) and related risk factors in patients undergoing discectomy following cervical disc herniation (CDH) or lumbar disc herniation (LDH). Methods Study recruited 77 patients undergoing discectomy for LDH and CDH. An interviewer administered questionnaire was used to obtain sociodemographic, behavioral and occupational data. IL-6 and hs-CRP levels were measured in each individual. IL-6 was analyzed by ELISA method and hs-CRP was determined using auto analyzer. Results were analyzed by using SPSS version 25.0. Results Significant correlation was not found with serum IL-6 and hs-CRP levels (r=0.02, p˃0.05) for acute and chronic CDH and LDH. Patients with chronic neck or back pain showed significantly (p=0.043) higher IL-6 level compared to patients with acute neck or back pain. Serum hs-CRP level was significantly higher (p=0.048) in patients with acute neck or back pain compared to patients with chronic neck or back pain. Significant association was not observed between; level of physically demanding nature of occupation (p=0.542), duration of occupation (p=0.446), type of exercise (p=0.371), type of sports (p=0.339) and CDH or LDH. Conclusion Though significant correlation was not observed between inflammatory markers IL-6, hs-CRP and CDH or LDH. The mean IL-6 was higher in chronic back pain and neck pain patients with LDH and CDH whereas mean hs-CRP mean was higher in acute back pain and neck pain patients. Significant association was not reported between selected known risk factors (behavioral, occupational) and CDH or LDH.
Prevalence of Human Papillomavirus (HPV) Genotypes among Women During 2015–2020 in Mashhad, Iran

Background: Cervical cancer is the fourth most common cancer in women, and human papillomavirus (HPV) is the leading cause of cervical cancer. Cervical cancer screening and HPV vaccination are important in the incidence of cervical cancer. Methods: This study was performed on Liquid Base Cytology (LBC) samples of 1214 women in Mashhad who were referred for cervical cancer screening in 2015-2020. Samples were examined by Single-Step PCR and Reverse Line Blot for HPV genotyping. Results: 386 women (31.8%) were HPV PCR positive. HPV genotyping of 277 samples showed that HPV 31 (3%), 16 (2.5%), 51 (2.2%), 18 (2%), and 66 (1.8%) were the most prevalent high-risk HPV (hrHPV) genotypes. Among low-risk HPV (lrHPV) genotypes, HPV 6 (9.2%), 53 (4.7%), and 42 (2.8%) were the most common genotypes. The range of multiple infections varied between two to eight genotypes and the prevalence of multiple HPV infections (12.4%) was higher than single infections (10.4%). For women with single HPV infections, HPV 31 and 66 were equally the most common hrHPV genotypes, followed by HPV 16 and 39. In women with multiple HPV infections, HPV 31 was the most common hrHPV genotype, followed by HPV 51 and 16. For both the single and multiple HPV infections, HPV 6 was the most common lrHPV genotype, followed by HPV 53 and 42. Conclusion: In conclusion, due to the high prevalence of HPV single and multiple infections, the need for governmentally supported HPV vaccination and through cervical cancer screening should be emphasized to prevent cervical cancer.