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Real-time driver drowsiness and distraction detection using convolutional neural network with multiple behavioral features 利用具有多种行为特征的卷积神经网络实时检测驾驶员瞌睡和分心情况
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.1976
Jaira -Salayon- Hernandez, Fernando -Teston- Pardales Jr, Neña Mae -Sumaylo- Lendio, Ian Exequiel -Sibayan- Manalili, Eufemia -Acol- Garcia, Antonio -Calumba- Tee Jr.
Road accidents caused by driver drowsiness and distraction represent significant threats to worldwide road safety, with fatalities and injuries at alarming rates in the Philippines. With a significant number of casualties, the need for proactive measures is urgent. Recognizing the human factor as the primary cause of accidents, this study aimed to develop a real-time driver drowsiness and distraction detection system to mitigate risks. Using non-intrusive camera sensors and convolutional neural networks (CNN), the system monitors the driver’s behavior, including facial expressions, eye movements, and lane position, to detect signs of drowsiness and distraction. This study meticulously outlines the systematic procedures, employing a quantitative developmental research approach to design and assess the effectiveness of the system. Real-world on-road testing with participants engaged in long-duration driving ensures the authenticity of data collection. The findings highlight the system's promising performance in drowsiness and distraction detection, with high accuracy rates and an effective alert system triggered upon detection of potential risks. The integration of CNN technology underscores the system's potential to significantly enhance road safety, offering immediate benefits for drivers, vehicle manufacturers, and road safety authorities. This research sets a foundation for future advancements in proactive driver safety technologies, emphasizing the critical importance of addressing driver drowsiness and distraction on the roads.
驾驶员瞌睡和分心导致的交通事故对全世界的道路安全构成了重大威胁,菲律宾的伤亡率令人震惊。由于伤亡人数众多,迫切需要采取积极主动的措施。认识到人为因素是造成事故的主要原因,本研究旨在开发一种实时驾驶员瞌睡和分心检测系统,以降低风险。该系统使用非侵入式摄像头传感器和卷积神经网络(CNN),监测驾驶员的行为,包括面部表情、眼球运动和车道位置,以检测瞌睡和分心的迹象。本研究细致地概述了系统程序,采用定量开发研究方法来设计和评估系统的有效性。对参与长时间驾驶的人员进行了实际道路测试,确保了数据收集的真实性。研究结果表明,该系统在嗜睡和分心检测方面表现出色,准确率高,并能在检测到潜在风险时触发有效的警报系统。CNN 技术的集成凸显了该系统显著提高道路安全的潜力,为驾驶员、汽车制造商和道路安全机构带来了立竿见影的好处。这项研究为未来主动驾驶安全技术的发展奠定了基础,强调了解决驾驶员在道路上昏昏欲睡和分心问题的极端重要性。
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引用次数: 0
Students’ knowledge and attitude towards school hygiene: A micro study in Murshidabad district 学生对学校卫生的认识和态度:Murshidabad 地区的一项微型研究
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2114
Barsha Chakraborty, Suvendu Ray
School hygiene is a crucial practice in educational settings, involving personal hygiene practices, environmental factors, and regular cleaning to ensure the health and well-being of students and staff. This study has aimed to assess students' knowledge and attitudes towards hygiene in schools, aiming to inform targeted educational programs and policies to improve children's health and wellbeing. The researcher used a descriptive survey approach and a micro survey method among XI graded students in Murshidabad district, West Bengal, India. The study focuses on XI graded students in Murshidabad district, West Bengal, India, using a random sampling method to select 498 students. The researcher used a standardized scale and closed-ended questionnaire to collect data on knowledge and attitude towards school hygiene. The study revealed that significant differences in knowledge about school hygiene among male and female XI-graded students in Murshidabad district, West Bengal. Girls performed better than boys in terms of knowledge, with urban students having better knowledge than rural students. There are also differences in knowledge between arts and science faculties. The lack of hygiene promotion materials and supplies affects learners' attitudes and practices. Girls have a better attitude towards school hygiene, while rural and urban students have different attitudes. The positive attitude towards school hygiene depends on increasing knowledge among students. It has suggested educational interventions, awareness campaigns, and collaboration among schools, parents, and authorities to promote cleanliness and health consciousness.
学校卫生是教育环境中的一项重要实践,涉及个人卫生习惯、环境因素和定期清洁,以确保学生和教职员工的健康和福祉。本研究旨在评估学生对学校卫生的认识和态度,旨在为有针对性的教育计划和政策提供信息,以改善儿童的健康和福祉。研究人员在印度西孟加拉邦穆尔希达巴德县的十一年级学生中采用了描述性调查法和微观调查法。本研究以印度西孟加拉邦穆尔希达巴德县的十一年级学生为研究对象,采用随机抽样的方法选取了 498 名学生。研究人员使用标准量表和封闭式问卷收集有关学校卫生知识和态度的数据。研究显示,西孟加拉邦穆尔希达巴德县十一年级男女学生在学校卫生知识方面存在明显差异。女生的知识水平高于男生,城市学生的知识水平高于农村学生。文科和理科学生的知识水平也存在差异。卫生宣传材料和用品的缺乏影响了学生的态度和做法。女生对学校卫生的态度更好,而农村学生和城市学生的态度不同。对学校卫生的积极态度取决于增加学生的知识。研究建议采取教育干预措施,开展宣传活动,并在学校、家长和当局之间开展合作,以促进清洁和健康意识。
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引用次数: 0
Comparison of the functional outcome of Philos Plate Vs. external fixator in the management of proximal humerus fracture 菲洛斯钢板与外固定器在治疗肱骨近端骨折中的功能效果比较
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2106
Hazrat Akbar, Umar Faheem, Bilal Hassan Khan, Zaigham Bajwa, Farasat Umar, Sajid Hussain, Zain Naseer, Asad Riaz, Syed Saifullah Shah, Nadeem Siraj
Background: Proximal humerus fractures, are a major medical issue that are relatively prevalent. 4-5% of all fractures are proximal humeral fractures, most of which involve older and osteoporotic individuals. Objectives: To compare the functional outcome of philos plate vs. external fixator in the management of proximal humerus fracture. Material and Methods: A retrospective comparative study was conducted at the Department of Orthopaedic Surgery, Ghurki Trust Teaching Hospital, Lahore. From November 23, 2022, to May 23, 2023. After approval from the hospital's ethical board, 112(56 per group) patients were included in the study through an emergency. Informed consent was taken from parents. We stratified patients into two groups. Group A received the treatment of Philos, while Group B received the external fixator treatment. Functional outcome was assessed at the end of 3 months postoperatively using constant shoulder score. The collected data were entered and analyzed accordingly using SPSS version 27. Results: In the current study, a total of 112 patients included underwent two surgical interventions, among these, 56 patients underwent Philos plating while an equal number of patients underwent external fixation. In Group A and B, the majority were males (37:47) out of 112. The mean age of patients was equal in both groups (Group A=44.36±11.71), and the mean age of patients was (Group A=44.88±10.05), ranging from 20 to 80 years. In Group A, the average BMI was less than 24.29±4.23, ranging from 18-35 kg/m2, compared to Group B, 28.89±3.77, ranging from 22-35 kg/m2. 38(67.9%) were effected from right side as in Group A while 41(73.2%) were effected from right side in Group B. Majoruty 28(50.0%) had history of RTA in Group A while patients 24(42.9%) were observed with history of RTA in Group B25(44.6%) cases reported excellent outcome, 6(10.7%) reported very good outcome, 16(21.4%) good, 7(12.5%) fair and 2(3.6%) poor outcome in Group A. In Group B, 36(64.3%) excellent, 7(12.5%) very good, 12(21.4%) cases reported Good and 1(1%) reported fair outcome. So it is concluded that 25(44.6%) cases reported excellent outcome in Group A, comparatively low as compared to Group B 36(64.3%). Only age was significantly associated with excellent outcomes as p<.05. Conclusion: It is concluded that External fixation demonstrated a better outcome as compared to Philos Plating, so in Orthopaedic practice, External fixation should be preferred for patients diagnosed with proximal humerus fracture to get better results and reduce the complications.
背景:肱骨近端骨折是一个相对普遍的重大医疗问题。肱骨近端骨折占所有骨折的 4-5%,其中大部分涉及老年人和骨质疏松患者。研究目的比较哲氏钢板与外固定器在治疗肱骨近端骨折中的功能效果。材料与方法:拉合尔 Ghurki Trust 教学医院骨外科开展了一项回顾性比较研究。研究时间为 2022 年 11 月 23 日至 2023 年 5 月 23 日。经医院伦理委员会批准,112 名(每组 56 名)患者通过急诊纳入研究。研究获得了患者父母的知情同意。我们将患者分为两组。A 组接受 Philos 治疗,B 组接受外固定器治疗。在术后 3 个月时,使用肩关节恒定评分法对患者的功能进行评估。收集到的数据使用 SPSS 27 版进行输入和分析。结果在本次研究中,共有112名患者接受了两种手术治疗,其中56名患者接受了Philos钢板固定术,而接受外固定术的患者人数相同。在A组和B组的112名患者中,男性占多数(37:47)。两组患者的平均年龄相同(A 组=44.36±11.71)岁,而 B 组患者的平均年龄为(A 组=44.88±10.05)岁,从 20 岁到 80 岁不等。A 组患者的平均体重指数(BMI)小于(24.29±4.23)kg/m2,范围在 18-35 kg/m2 之间;B 组患者的平均体重指数(BMI)为(28.89±3.77)kg/m2,范围在 22-35 kg/m2 之间。A 组有 38 例(67.9%)患者右侧髋关节受累,B 组有 41 例(73.2%)患者右侧髋关节受累。在 B 组中,36 例(64.3%)报告结果为优秀,7 例(12.5%)报告结果为非常好,12 例(21.4%)报告结果为良好,1 例(1%)报告结果为一般。因此可以得出结论,A 组中有 25 例(44.6%)报告结果为优秀,与 B 组的 36 例(64.3%)相比相对较低。只有年龄与优良结果有明显关系,P<.05。结论因此,在骨科实践中,肱骨近端骨折患者应首选外固定术,以获得更好的疗效并减少并发症。
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引用次数: 0
Updates on some medicinal and ornamental plants- Ayurvedic medicines 一些药用和观赏植物--阿育吠陀药的最新情况
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.1893
Kiran P. Kolkar, Ravindra B. Malabadi, Sadiya MR, Veena Sharada B, Raju K. Chalannavar
This literature review paper highlights morphology, distribution, medicinal properties of commercially important tree species, Thespesia populnea, Terminalia arjuna, Butea monosperma (Palas), Silver oak (Grevillea robusta), Mangifera indica, Madhuca longifolia,Melia azadirachta, Michelia champaca, Moringa oleifera, Peltophorum pterocarpum, and Aegle marmelos. These plants have been used for centuries by local communities and traditional healers for their therapeutic and medicinal properties. Medicinal plants play a crucial role in the Western Ghats, both ecologically and culturally. The use of herbal medicines for the treatment of diseases is safe and traditional. Therefore, medicinal plants have been receiving great attention because of their safety. The Western Ghats harbors more than 7,500 flowering plant species, of which nearly 1,500 are recognized for their medicinal values by local communities and traditional healers. The Western Ghats population traditional medical practices frequently center on using plant-based treatments. These medicinal plants are carefully chosen, and preparation techniques have been perfected through many years of practice. Studies indicated that Mangifera indica possesses antidiabetic, anti-oxidant, anti-viral, cardiotonic, hypotensive, and anti-inflammatory properties. Mango contains Mangiferin, a polyphenolic antioxidant and a glucosyl xanthone, has strong antioxidant, anti lipid peroxidation, immunomodulation, cardiotonic, hypotensive, wound healing, antidegenerative and antidiabetic activities.
这篇文献综述论文重点介绍了以下重要商业树种的形态、分布和药用特性:Thespesia populnea、Terminalia arjuna、Butea monosperma (Palas)、Silver oak (Grevillea robusta)、Mangifera indica、Madhuca longifolia、Melia azadirachta、Michelia champaca、Moringa oleifera、Peltophorum pterocarpum 和 Aegle marmelos。几个世纪以来,这些植物一直被当地社区和传统医士用于治疗和药用。药用植物在西高止山脉的生态和文化方面都发挥着至关重要的作用。使用草药治疗疾病是安全和传统的做法。因此,药用植物因其安全性而备受关注。西高止山脉蕴藏着 7,500 多种开花植物,其中近 1,500 种被当地社区和传统医士认为具有药用价值。西高止山地区居民的传统医疗方法通常以使用植物治疗为中心。这些药用植物都经过精心挑选,配制技术也在多年的实践中不断完善。研究表明,芒果具有抗糖尿病、抗氧化、抗病毒、强心、降血压和消炎的功效。芒果含有芒果苷,这是一种多酚抗氧化剂和葡萄糖基黄酮,具有很强的抗氧化、抗脂质过氧化、免疫调节、强心、降血压、伤口愈合、抗变性和抗糖尿病活性。
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引用次数: 0
Investigating the moderating role of altruistic beliefs on negative emotional appeals in digital charity advertising: A study on guilt, shame, and donation intention among Indonesian donors 调查利他主义信念对数字慈善广告中负面情感诉求的调节作用:关于印度尼西亚捐赠者内疚感、羞耻感和捐赠意向的研究
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.1989
Adil Liaqat, Made Sukresna
The rising demand for charitable organizations is fueled by increasing numbers of people in need, growing inequalities, and crises such as wars, natural disasters, and inflation. Charities face the challenge of securing sufficient funding, worsened by increased competition and a decline in public donation behavior. Developing new marketing strategies is crucial, particularly leveraging social media in the digital age. While previous research underscores the persuasive power of emotional advertising, gaps remain in understanding which emotions most effectively drive donation intentions. This thesis explores the impact of emotional advertising appeals in digital charity marketing campaigns on donation intention, investigating whether positive or negative appeals are more influential. Additionally, it examines gender differences in altruism and how altruistic values moderate the effects of negative emotional appeals on guilt and shame. An experimental research design was used, with a between-subject design involving three groups exposed to positive, negative, or neutral advertising stimuli. The sample consisted of 200 respondents over 18 years old, representative of the Indonesian population. Participants were randomly assigned to groups and answered questions on donation intentions, altruistic values, emotional reactions, and demographics. Statistical analysis revealed that positive and negative advertising appeals elicit different emotions. Surprisingly, no significant difference was found between positive and negative appeals on donation intention, suggesting emotional orientation does not influence donation intentions. The study also found stronger altruistic beliefs in women and that altruistic values amplify guilt and shame in response to negative emotional appeals.
需要帮助的人越来越多,不平等现象日益加剧,战争、自然灾害和通货膨胀等危机层出不穷,这些都助长了对慈善组织日益增长的需求。慈善组织面临着如何获得充足资金的挑战,而竞争的加剧和公众捐赠行为的减少又加剧了这一挑战。制定新的营销战略至关重要,尤其是在数字时代利用社交媒体。虽然以往的研究强调了情感广告的说服力,但在了解哪些情感能最有效地推动捐赠意向方面仍存在差距。本论文探讨了数字慈善营销活动中情感广告诉求对捐赠意向的影响,研究了正面诉求还是负面诉求更有影响力。此外,论文还探讨了利他主义的性别差异,以及利他主义价值观如何调节负面情感诉求对内疚和羞愧的影响。本研究采用了实验性研究设计,包括三组受试者,分别接受正面、负面或中性的广告刺激。样本由 200 名 18 岁以上的受访者组成,他们是印度尼西亚人口的代表。受试者被随机分配到各组,并回答有关捐赠意向、利他价值观、情绪反应和人口统计学的问题。统计分析显示,正面和负面的广告诉求会引发不同的情绪。令人惊讶的是,正面和负面广告诉求在捐赠意向上没有发现明显差异,这表明情感取向不会影响捐赠意向。研究还发现,女性的利他主义信念更强,而且利他主义价值观会放大对负面情感诉求的内疚感和羞耻感。
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引用次数: 0
A new analytical RP-HPLC method development and validation for the estimation of Nilutamide in bulk form and marketed pharmaceutical dosage form 一种新的RP-HPLC分析方法的开发与验证,用于估算尼鲁他胺在散装和上市药物剂型中的含量
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2211
Dhayapanthullapally Shireesha, Rizwana Begum, Kankala Sujatha, Arumugam Yasodha
A rapid and precise reverse phase high performance liquid chromatographic method has been developed for the validated of Nilutamide, in its pure form as well as in tablet dosage form. Chromatography was carried out on a Symmetry C18 (4.6 x 150 mm, 5 µm) column using a mixture of Methanol and water (45: 55 % v/v) as the mobile phase at a flow rate of 0.8 ml/min, the detection was carried out at 260 nm. The retention time of the Nilutamide was 2.379 ± 0.02 min respectively. The method produce linear responses in the concentration range of 24-120 mg/ml of Nilutamide. The method precision for the determination of assay was below 2.0 % RSD. The method is useful in the quality control of bulk and pharmaceutical formulations. The method was validated for accuracy, precision, linearity, robustness, ruggedness and LOD & LOQ of standard solution. The developed RP-HPLC method was found to be accurate, precise, linear, and robust and was successful applied to a pharmaceutical tablet formulation for qualitative estimation of Nilutamide in Bulk form and Marketed Pharmaceutical Dosage forms.
本研究采用快速、精确的反相高效液相色谱法验证了尼鲁他胺的纯品和片剂。采用 Symmetry C18(4.6 x 150 mm,5 µm)色谱柱,以甲醇和水(45:55 % v/v)混合液为流动相,流速为 0.8 ml/min,检测波长为 260 nm。尼鲁他胺的保留时间分别为 2.379 ± 0.02 min。该方法在 24-120 mg/ml 的尼鲁他胺浓度范围内线性关系良好。方法的精密度低于 2.0 % RSD。该方法适用于散剂和药物制剂的质量控制。该方法的准确度、精密度、线性、稳健性、坚固性以及标准溶液的最低检测限和最低定量限均得到了验证。所开发的 RP-HPLC 方法准确、精确、线性、稳健,并成功地应用于一种药物片剂,用于定性估计散剂和上市药物剂型中的尼鲁他胺。
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引用次数: 0
Igbo apprenticeship system in the modern world: Challenges and prospects 现代世界中的伊格博学徒制度:挑战与前景
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2014
Chukwu Udoka, Ugochukwu Remigius, Njoku Marilyn
The study examined the challenges and prospects of Igbo apprenticeship system in the modern world: The specific objectives were to: determine the challenges of Igbo apprenticeship system in the modern world and examine the prospects of Igbo apprenticeship system in the modern world. The research design was descriptive survey method. Study Area was Enugu State. The sample size of 163 respondents were taken from population of 276 apprentices from different major markets – Kenyetha market (44), Ogbete market (41), Timber market Abakpa (53), Artisans markets (64) and Gariki market (74) Enugu Metropolis business clusters in Enugu state, Nigeria. Research questions of the study were answered using mean score and standard deviation. The hypotheses stated would be tested with chi-square and single regression analysis. The empirical result showed that there are significant challenges of Igbo apprenticeship system in the modern world (Chi-square: 33.62 > Critical-value: 0.000) and there are significant prospects of Igbo apprenticeship system in the modern world (Chi-square: 98.48 > Critical-value: 0.000). The study recommended that Nigerian government should formulate policy that enforce justice between apprentice master and his apprentice to control non-settlement of apprentice after several years of patience.
本研究探讨了伊格博学徒制在现代世界面临的挑战和前景:具体目标是:确定伊格博学徒制在现代世界中面临的挑战,研究伊格博学徒制在现代世界中的前景。研究设计采用描述性调查法。研究区域为埃努古州。从尼日利亚埃努古州不同主要市场的 276 名学徒中抽取了 163 名样本,这些市场包括 Kenyetha 市场(44 名)、Ogbete 市场(41 名)、木材市场 Abakpa(53 名)、工匠市场(64 名)和 Gariki 市场(74 名)。本研究的研究问题使用平均分和标准差来回答。假设将通过卡方和单一回归分析进行检验。实证结果表明,伊格博学徒制在现代社会面临重大挑战(卡氏方差:33.62 > 临界值:0.000),伊格博学徒制在现代社会具有重大前景(卡氏方差:98.48 > 临界值:0.000)。研究建议尼日利亚政府制定政策,在学徒师傅和学徒之间实行公正,以控制学徒在忍耐数年后仍无法安置的情况。
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引用次数: 0
Sustainability and water quality management in Chaltia Beel: Addressing ecological and public health challenges Chaltia Beel 的可持续性和水质管理:应对生态和公共卫生挑战
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2076
Bhaskar Mahanayak
This study evaluates the water quality of Chaltia Beel, a significant wetland in Murshidabad, West Bengal, India. Chaltia Beel serves as a crucial habitat for a variety of aquatic species and supports local communities through its use in agriculture and fisheries. The primary objective of this research is to assess the microbiological and chemical characteristics of the beel's water to determine its suitability for ecological and human use. Water samples were collected from three different sites within the beel during the post-monsoon season of 2023. The parameters analyzed include pH, temperature, total dissolved solids (TDS), turbidity, dissolved oxygen (DO), nitrate (NO3), phosphate (PO4), ammoniacal nitrogen, total alkalinity, and total coliform bacteria. Standard methods prescribed by the American Public Health Association (APHA) and the Indian Standards Institution (ISI) were employed for the analyses. The results indicate that the pH values (7.74 to 7.77) are within the neutral range, which is favorable for most aquatic life. The temperature of the water (28.1°C to 28.2°C) is stable and conducive to the ecosystem. TDS levels (398 mg/l to 406 mg/l) are within acceptable limits, though continuous monitoring is recommended to detect any potential increases. Turbidity levels (1.1 NTU to 1.4 NTU) are low, indicating good water clarity. DO levels (6.3 mg/l to 6.6 mg/l) are adequate to support aerobic aquatic organisms. Nitrate levels were consistently below 0.5 mg/l, suggesting minimal agricultural runoff impact. However, phosphate levels (1.38 mg/l to 1.41 mg/l) are relatively high, indicating a risk of eutrophication. Ammoniacal nitrogen levels (0.56 mg/l to 0.61 mg/l) are within acceptable limits but need monitoring to prevent potential toxicity. Total alkalinity (277.4 mg/l to 285 mg/l) provides a good buffering capacity, maintaining pH stability. Microbiological analysis revealed significant contamination with total coliform bacteria ranging from 190 to 204 CFU/100ml, which highlights potential health risks if the water is used for drinking or recreational purposes. The study concludes that while some water quality parameters of Chaltia Beel are within acceptable limits, others require attention to prevent environmental and health issues. Regular monitoring, pollution control, public awareness, habitat restoration, and sustainable practices are recommended to improve and maintain the water quality of Chaltia Beel. These efforts are essential for preserving the ecological health of the wetland and ensuring its continued benefit to the local communities.
本研究评估了印度西孟加拉邦 Murshidabad 的重要湿地 Chaltia Beel 的水质。Chaltia Beel 是多种水生物种的重要栖息地,并通过农业和渔业为当地社区提供支持。这项研究的主要目的是评估海湾水的微生物和化学特征,以确定其是否适合生态和人类使用。在 2023 年季风后季节,从海湾内的三个不同地点采集了水样。分析的参数包括 pH 值、温度、溶解固体总量(TDS)、浊度、溶解氧(DO)、硝酸盐(NO3)、磷酸盐(PO4)、氨氮、总碱度和总大肠菌群。分析采用了美国公共卫生协会(APHA)和印度标准协会(ISI)规定的标准方法。结果表明,pH 值(7.74 至 7.77)在中性范围内,对大多数水生生物有利。水温(28.1°C 至 28.2°C)稳定,有利于生态系统。TDS 含量(398 毫克/升至 406 毫克/升)在可接受范围内,但建议进行持续监测,以发现任何潜在的增加。浊度水平(1.1 NTU 至 1.4 NTU)较低,表明水体透明度良好。溶解氧水平(6.3 毫克/升至 6.6 毫克/升)足以支持好氧水生生物。硝酸盐含量始终低于 0.5 毫克/升,表明农业径流的影响很小。不过,磷酸盐含量(1.38 毫克/升至 1.41 毫克/升)相对较高,表明存在富营养化的风险。氨氮含量(0.56 毫克/升至 0.61 毫克/升)在可接受范围内,但需要监测以防止潜在毒性。总碱度(277.4 毫克/升至 285 毫克/升)具有良好的缓冲能力,可保持 pH 值稳定。微生物分析表明,总大肠菌群污染严重,范围在 190 到 204 CFU/100ml 之间,如果水被用于饮用或娱乐目的,这就凸显了潜在的健康风险。研究得出的结论是,虽然 Chaltia Beel 的某些水质参数在可接受范围内,但仍需注意其他参数,以防止出现环境和健康问题。建议通过定期监测、污染控制、提高公众意识、生境恢复和可持续做法来改善和保持 Chaltia Beel 的水质。这些努力对于保护湿地的生态健康和确保其继续造福当地社区至关重要。
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引用次数: 0
Artificial intelligence and electrocardiography: A modern approach to heart rate monitoring 人工智能与心电图:心率监测的现代方法
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2162
Joseph Nnaemeka Chukwunweike, Samakinwa Michael, Martin Ifeanyi Mbamalu MNSE, Chinonso Emeh
The integration of Artificial Intelligence (AI) in Electrocardiography (ECG) and Photoplethysmography (PPG) signifies AI's profound influence on heart rate monitoring and analysis. ECG traditionally offers critical insights into cardiac health, necessitating expert interpretation. This study introduces an AI framework with Fast Fourier Transformation Analysis for swift, human-like interpretation of complex ECG signals. A multilayer AI Network accurately detects intricate features, enhancing ECG analysis precision. Leveraging comprehensive datasets, AI models proficiently identify heart dysfunctions like atrial fibrillation and hypertrophic cardiomyopathy, and can estimate age, sex, and race. The proliferation of mobile ECG technologies has spurred AI-based ECG phenotyping, impacting clinical and population health. This research explores AI's role in enhancing cardiac health assessment and clinical decision-making using MATLAB, acknowledging its transformative potential and inherent limitations.
人工智能(AI)与心电图(ECG)和血压计(PPG)的结合标志着人工智能对心率监测和分析的深远影响。传统上,心电图可提供有关心脏健康的重要信息,需要专家进行解读。本研究采用快速傅立叶变换分析的人工智能框架,对复杂的心电图信号进行类似人类的快速解读。多层人工智能网络可准确检测复杂的特征,提高心电图分析的精确度。利用综合数据集,人工智能模型能熟练识别心房颤动和肥厚型心肌病等心脏功能障碍,并能估计年龄、性别和种族。移动心电图技术的普及促进了基于人工智能的心电图表型分析,对临床和人口健康产生了影响。本研究利用 MATLAB 探索人工智能在增强心脏健康评估和临床决策方面的作用,同时承认其变革潜力和固有局限性。
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引用次数: 0
The challenges of digitalizing human resources management in sudan at the ministry of higher education and scientific research 苏丹高等教育和科学研究部人力资源管理数字化面临的挑战
Pub Date : 2024-07-30 DOI: 10.30574/wjarr.2024.23.1.2098
Eltom Ishaq Osman Musa, Hardi Warsono, Budi Puspo Priyadi
This research investigates the challenges encountered by the Ministry of Higher Education in Sudan as it digitalizes its human resources management processes. The study identifies significant obstacles, such as limited technological infrastructure, insufficient digital literacy among staff, and inadequate training programs. Adopting a quantitative descriptive approach, primary data was collected through a questionnaire distributed to the entire employee population, with 150 out of 201 respondents participating. Data analysis was conducted using SPSS 20.0 software, incorporating validity and reliability tests and content validation by a panel of 20 experts. The instrument's validity was confirmed using Cronbach's alpha-split-half method, with Aiken's V indicating that all items were valid (not less than 0.64 at a 0.05 significance level). The findings reveal a strong consensus among respondents regarding the challenges of digitalizing HRM within the Ministry. The study's comprehensive coverage, demonstrated by the sample size and the range of recorded values (15.00 to 75.00), highlights the diversity and extent of these challenges.
本研究调查了苏丹高等教育部在实现人力资源管理流程数字化过程中遇到的挑战。研究发现了一些重大障碍,如技术基础设施有限、员工数字素养不足以及培训计划不完善等。研究采用定量描述法,通过向全体员工发放调查问卷的方式收集原始数据,201 名受访者中有 150 人参与了问卷调查。数据分析使用 SPSS 20.0 软件进行,其中包括有效性和可靠性测试,以及由 20 位专家组成的小组进行的内容验证。采用 Cronbach's alpha 分半法确认了工具的有效性,Aiken's V 表明所有项目均有效(在 0.05 的显著性水平下不小于 0.64)。研究结果表明,受访者对该部人力资源管理数字化所面临的挑战达成了强烈共识。样本量和记录值范围(15.00 至 75.00)表明,本研究的覆盖面很广,突出了这些挑战的多样性和程度。
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World Journal of Advanced Research and Reviews
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