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Modifying Rhizobacteria for Improved Plant Growth and Soil Health in Sustainable Agriculture 改造根瘤菌,改善植物生长和土壤健康,实现可持续农业
Pub Date : 2024-02-13 DOI: 10.24271/psr.2023.399649.1334
Indrani Jadhav, Sudhir Singh, Apurva Joshi
Soil health is the soil quality that promotes and sustains plant development, increasing efficiency while preserving long-term ecological quality. A significant population of creatures that encourage plant growth, like the Plant Growth Promoting Rhizobacteria (PGPR), are the essential elements of healthy soil. In the rhizosphere soil, PGPR has various categories of ecologically advantageous functions. The ability of PGPR to clean up the environment is one of their other crucial functions. In this article, we examine the current study on the many processes of PGPR in sustaining healthy agricultural soil conditions, hence lowering (or eliminating) the dependency on harmful agrochemicals. This review thoroughly explains the present PGPR core processes to have more agroecological practices for sustainable agriculture. It is used as a soil rhizoremediator, biocontrol agent, and plant growth booster. Utilizing PGPR, which has the potential to function as an effective bioprotectant, is the only natural option to preserve soil health. The findings illustrate the extent of phosphate solubilization across different time intervals and in the presence of various phytopathogens. In the final Analysis, Sustainable agriculture stands to benefit greatly from research into manipulating rhizobacteria for enhanced plant development and soil health.
土壤健康是指土壤质量能够促进和维持植物生长,在提高效率的同时保持长期的生态质量。大量促进植物生长的生物,如植物生长促进根瘤菌(PGPR),是健康土壤的基本要素。在根圈土壤中,PGPR 具有各种有益生态的功能。PGPR 的另一个重要功能是净化环境。在本文中,我们将探讨目前关于 PGPR 在维持健康农业土壤条件方面的许多过程的研究,从而降低(或消除)对有害农用化学品的依赖。这篇综述全面解释了目前 PGPR 的核心过程,以便为可持续农业提供更多的农业生态实践。它可用作土壤根瘤修复剂、生物控制剂和植物生长促进剂。利用具有有效生物保护功能的 PGPR 是保护土壤健康的唯一自然选择。研究结果表明了在不同的时间间隔和各种植物病原体存在的情况下磷酸盐溶解的程度。总之,通过研究操纵根瘤菌来促进植物生长和土壤健康,将使可持续农业受益匪浅。
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引用次数: 0
Corrigendum to ''Integrate Terrain Variables and Rapid Eye Satellite in Vegetation Indices, for Identifying Forest Cover Area and Density: A Case Study in Mountainous Iraqi Kurdistan Region (IKR)'' [Volume 6, Issue 1, 107-114] 将地形变量和快速眼卫星纳入植被指数,以确定森林覆盖面积和密度:伊拉克库尔德斯坦山区(IKR)案例研究''[第 6 卷,第 1 期,107-114]
Pub Date : 2024-02-12 DOI: 10.24271/psr.2024.192393
H. Gaznayee, Halmat A. Sabr, Ali Galalaey, Shakir Shakir, Farhad Omer, Shadia Kareem, Snoor Ababakr, Ragheb Mohammad, Fuad Ahmad
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引用次数: 0
Integrate Terrain Variables and RapidEye Satellite in Vegetation Indices, for Identifying Forest Cover Area and Density: A Case Study in Mountainous Iraqi Kurdistan Region (IKR) 在植被指数中整合地形变量和 RapidEye 卫星,以识别森林覆盖面积和密度:伊拉克库尔德斯坦山区(IKR)案例研究
Pub Date : 2024-02-12 DOI: 10.24271/psr.2023.408530.1353
Halmat A. Sabr
The Topographic Wetness Index (TWI) measures of the relative wetness or dryness of a given area of land based on its topography. This index is frequently used to evaluate hydrology and ecology studies. This study examined the association between TWI and vegetation distribution using a number of remote sensing techniques. The study was identified patterns in the data and based statistical analyses to assess the strength and significance of the relationship between TWI and vegetation statues. The result is shown this forest cover patterns are influenced by various environmental factors, including topography, and moisture levels. It is also involved comparing vegetation cover in areas with different TWI values or analyzing the relationship between TWI and other topographical variables such as slope, aspect, and elevation. A significant vegetation variation was found between slope aspects in vegetation distribution. It was revealed that (78%) of a Normalized Difference Vegetation Index (NDVI) was affected by together aspects and TWI, which may be due to a significant association between (NDVI), but this parameter was also highly influenced by slope and DEM because (17%) of the vegetation cover was obtained within these two factors.
地形湿润指数(TWI)根据地形来衡量特定区域土地的相对湿润或干燥程度。该指数常用于评估水文和生态研究。本研究利用多种遥感技术研究了 TWI 与植被分布之间的关联。研究确定了数据中的模式,并基于统计分析来评估 TWI 与植被状态之间关系的强度和重要性。结果表明,森林覆盖模式受到各种环境因素的影响,包括地形和湿度。研究还涉及比较不同 TWI 值地区的植被覆盖情况,或分析 TWI 与其他地形变量(如坡度、坡向和海拔)之间的关系。研究发现,不同坡度的植被分布存在明显差异。结果显示,归一化差异植被指数(NDVI)的(78%)受到坡向和总悬殊指数的影响,这可能是由于归一化差异植被指数(NDVI)与总悬殊指数(TWI)之间存在显著关联,但这一参数也受到坡度和 DEM 的高度影响,因为(17%)的植被覆盖率是在这两个因素范围内获得的。
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引用次数: 0
Delimitation of Iraqi Scorzonera L. (Cichorieae, Asteraceae) species in Sulaimani District (MSU), Kurdistan Region, based on morphological characterization 根据形态特征划分库尔德斯坦地区苏莱曼尼区(MSU)的伊拉克 Scorzonera L.(菊科 Cichorieae)物种
Pub Date : 2024-02-12 DOI: 10.24271/psr.2023.419571.1402
Rezhin Hamza, Rubar Muhammed Salih, Nariman Ahmad
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引用次数: 0
Lateral Earth Pressure Reduction on High-Filled Cut-and-Cover Tunnels Using Expanded Polystyrene Geofoam and Tire-Derived Aggregate 使用膨胀聚苯乙烯土工泡沫和轮胎衍生骨料降低高填方明挖回填隧道的侧向土压力
Pub Date : 2024-01-31 DOI: 10.24271/psr.2024.433607.1461
Mohammad Hajiazizi, S. Flamarz
Currently, high-filled cut-and-cover tunnels (HFCCTs) are a practical solution for the prospect of reclaiming valuable usable lands with valleys and hilly terrain around the world. As a result of the very high backfill soil amount above the HFCCT producing very huge earth pressure, it is essential to use methods of load reduction methods to reduce the earth loads and pressures on the HFCCT, which will increase the safety by reducing the tunnel designing loads. This study focuses on six load reduction scenarios using expanded polystyrene (EPS) and tire-derived aggregate (TDA) in three different forms. The research includes using EPS geofoam and TDA in arch and combined horizontal and arch formations as methods of LEP reduction on HFCCTs which is the first time these methods have been used as methods of any type of load reduction on HFCCTs. A number of significant factors, including the suggested EPS and TDA forms, the EPS and TDA thickness, and the distance between the bottom of the EPS or the TDA and the top of the HFCCT were studied. The study results determined that a significant LEP reduction on the HFCCTs was achieved, especially with the use of TDA in a horizontal form. Also, model verification was made by comparison between the calculated and estimated LEP values on the HFCCT study model using the Rankine equation, Rankine modified equation, and Abaqus CAE 2019 software. The calculated and estimated LEP values showed that the calculated value using the Rankine modified equation is 23.61% lower than the calculated value using the Rankine equation, which is a high percentage of difference. The estimated value using Abaqus CAE 2019 is 47.56% higher than the calculated value using the Rankine equation, which is also a high percentage of difference. https://creativecommons.org/licenses/by-nc/4.0/
目前,高填方明挖回填隧道(HFCCT)是一种切实可行的解决方案,有望在世界各地的山谷和丘陵地带开垦出宝贵的可用土地。由于高明挖回填式隧道上方的回填土量非常大,会产生巨大的土压力,因此必须采用减载方法来降低高明挖回填式隧道的土荷载和土压力,从而通过降低隧道设计荷载来提高安全性。本研究重点研究了六种减载方案,分别采用三种不同形式的发泡聚苯乙烯(EPS)和轮胎衍生骨料(TDA)。研究包括使用 EPS 土工泡沫和 TDA 在拱形以及水平和拱形组合形式中作为减少高频海底隧道 LEP 的方法,这是首次使用这些方法作为减少高频海底隧道荷载的任何类型的方法。研究了一些重要因素,包括建议的 EPS 和 TDA 形式、EPS 和 TDA 厚度以及 EPS 或 TDA 底部与 HFCCT 顶部之间的距离。研究结果表明,HFCCT 的 LEP 显著降低,尤其是采用水平形式的 TDA 时。此外,通过使用朗肯方程、朗肯修正方程和 Abaqus CAE 2019 软件对 HFCCT 研究模型的计算值和估计 LEP 值进行比较,对模型进行了验证。计算值和估计 LEP 值显示,使用 Rankine 修正方程的计算值比使用 Rankine 方程的计算值低 23.61%,相差比例较高。使用 Abaqus CAE 2019 的估计值比使用 Rankine 方程的计算值高 47.56%,差异百分比也很高。https://creativecommons.org/licenses/by-nc/4.0/。
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引用次数: 0
Advancements in Machine Learning and Data Mining Techniques for Collision Prediction and Hazard Detection in Internet of Vehicles 用于车联网碰撞预测和危险检测的机器学习和数据挖掘技术的进步
Pub Date : 2024-01-30 DOI: 10.24271/psr.2023.403821.1342
Ajay Manchala, V. V. Kishore
The Internet of Vehicles (IoV) has transfigured transportation with connected vehicles, smart infrastructure, and self-driving cars. Road collisions and accidents are still a problem for road safety. This review of the literature discusses the prediction of IoV accidents and collisions as well as the detection of hazards using data mining, deep learning, and machine learning techniques. It describes the most recent developments to these methods and how they enhanced IoV safety. The article starts off by going over data collection, data quality, and the ever-changing nature of IoV traffic scenarios. What follows is a detailed breakdown of the ML, DL, and DM methods used in IoV safety applications. Convolutional neural networks, artificial neural networks, recurrent neural networks, support vector machines, and decision trees. As examples of real-world applications and case studies, intelligent accident prediction models, driver attention forecasting, traffic congestion forecasting, spatiotemporal analysis in autonomous vehicles, scene-graph embedding, and V2P collision risk alerts are discussed. The goal of this review is to give readers a comprehensive overview of the cutting-edge methods enhancing IoV accident prediction, collision avoidance, and hazard detection.
车联网(IoV)通过互联车辆、智能基础设施和自动驾驶汽车改变了交通。道路碰撞和事故仍然是道路安全的一个问题。本文献综述讨论了 IoV 事故和碰撞的预测,以及利用数据挖掘、深度学习和机器学习技术检测危险。文章介绍了这些方法的最新发展,以及它们如何增强物联网安全。文章首先介绍了数据收集、数据质量以及物联网交通场景不断变化的性质。接下来详细介绍了用于物联网安全应用的 ML、DL 和 DM 方法。卷积神经网络、人工神经网络、递归神经网络、支持向量机和决策树。作为现实世界应用和案例研究的例子,讨论了智能事故预测模型、驾驶员注意力预测、交通拥堵预测、自动驾驶汽车的时空分析、场景图嵌入和 V2P 碰撞风险警报。本综述旨在向读者全面介绍加强物联网汽车事故预测、碰撞避免和危险检测的前沿方法。
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引用次数: 0
DRIS formulas and PCA approach for evaluation of the nutritional status of walnut trees in the Hawraman area 评估哈瓦拉曼地区核桃树营养状况的 DRIS 公式和 PCA 方法
Pub Date : 2024-01-26 DOI: 10.24271/psr.2023.415676.1388
P. Maulood
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引用次数: 0
Development of a Non-Invasive Blood Glucose Monitoring Device Using Machine Learning Technology 利用机器学习技术开发无创血糖监测设备
Pub Date : 2024-01-17 DOI: 10.24271/psr.2023.388351.1272
Mohan Jadhav, A. N. Sarwade, Vijay M Sardar, Hemlata M Jadhav
Background: Blood glucose monitors are critical to diabetes management. There is no permanent medicine to cure diabetes. Presently, invasive glucose blood meters extract blood sample by pecking a needle into the patient’s fingers. This results in the formation of copious calluses on the fingertips and causes more pain to lure blood again and again for repetitive measurements. Objectives: The study aims to develop Non-Invasive Glucometer to monitor the glucose level of a person using a Wi-Fi module. A variation in amplitudes, and phases of received packets, helps to measure glucose levels. A Hampel filter is used to suppress abrupt amplitude variations occurring due to environmental effects. Further, the Fast-Tree Regression algorithm is used to train the model for different glucose concentrations for accurate prediction and detection of diabetes. It also reduces dataset dimension for minimizing the training time of the device. Thereafter, Clarke Error Grid Analysis helps to estimate the accuracy. Materials and Methods: Two ESP32 Wi-Fi devices, are installed on a computer for real time sensing of Channel State Information (CSI) between an Receiver Access Point and Transmitter Station. Further, additional header information such as MAC address, RSSI, and other metadata along with the CSI is sent for all 64 subcarriers. Here, statistical regression analysis is considered only to confirm the results. Results: The accuracy achieved is 95 % with coefficient of determination in terms of an R 2 value of 0.99. The device measures glucose level in less than 3 sec. It can store 2000 test results with time, date, daily and weekly average reports for random, before, and after the meal. A containers containing air and 5% Glucose solution helps to validate the models behavior with specific glucose content. Conclusion: The portable painless device is found to be useful to monitor the glucose level at home and office. The benefits is low-cost and Non –Invasive. https://creativecommons.org/licenses/by-nc/4.0/
背景:血糖监测仪对糖尿病管理至关重要。目前还没有根治糖尿病的药物。目前,侵入式血糖仪通过将针头刺入病人的手指来提取血样。这样会在指尖形成大量老茧,并为反复测量诱血带来更多痛苦。研究目的本研究旨在开发使用 Wi-Fi 模块监测血糖水平的非侵入式血糖仪。接收到的数据包的振幅和相位变化有助于测量葡萄糖水平。使用 Hampel 滤波器可抑制因环境影响而出现的突然振幅变化。此外,快速树回归算法用于训练不同葡萄糖浓度的模型,以准确预测和检测糖尿病。该算法还能减少数据集维度,从而最大限度地缩短设备的训练时间。此后,克拉克误差网格分析法有助于估算准确度。材料与方法两台 ESP32 Wi-Fi 设备安装在一台计算机上,用于实时感知接收器接入点和发射站之间的信道状态信息(CSI)。此外,MAC 地址、RSSI 和其他元数据等附加头信息与 CSI 一起发送到所有 64 个子载波。在此,统计回归分析仅用于确认结果。结果:准确率达到 95%,R 2 的确定系数为 0.99。该设备可在 3 秒内测量血糖水平。它可以存储 2000 次测试结果,包括时间、日期、随机、餐前和餐后的每日和每周平均报告。装有空气和 5%葡萄糖溶液的容器有助于验证模型在特定葡萄糖含量下的行为。结论这款便携式无痛设备可用于监测家庭和办公室的血糖水平。https://creativecommons.org/licenses/by-nc/4.0/
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引用次数: 0
Design and Performance Analysis of Grid-Connected Photovoltaic Systems in Kalar City, Kurdistan, Iraq: A Case Study 伊拉克库尔德斯坦卡拉尔市并网光伏系统的设计与性能分析:案例研究
Pub Date : 2024-01-14 DOI: 10.24271/psr.2023.417373.1394
Salar Qadir, A. Abdulrahman, Ibrahim M. Rashid Samin, Ahmed Abdulrahman, Kameran Ali
The Iraqi Kurdistan region possesses abundant solar energy potential, yet its energy supply relies heavily on non-renewable fossil fuels. As energy demand continues to surge, exploring alternative generation methods is imperative. In this modern era, photovoltaic systems are gaining widespread recognition for their robustness, sustainability, and practicality. Evaluating the performance of these systems is crucial for understanding various operational aspects. This study assesses the effectiveness of a 5-kW grid-connected photovoltaic system strategically installed on rooftops of residential buildings in Kalar City, Iraq. The PVsyst software, a widely used simulation tool for predicting energy output and refining system configurations, is utilized for the analysis. The software simulates the proposed PV system to predict its energy production performance, aiding in selecting the appropriate solar panel size and inverter model to meet the required load demand. The simulation results reveal that the proposed system has the potential to generate 8,814 MWh of electricity annually. Performance ratio analysis highlights December's highest PR at 90.9%, while April records the lowest PR at 79.9%, with an annual average PR of 84.5%. This performance metric underscores the system's efficiency and reliability, with superior performance during the winter months and slightly reduced performance in the summer. The study underscores the region's solar energy potential, aligning with the Kurdistan Regional Government's goals of promoting clean energy. Additionally, it demonstrates that the PV system offers a practical solution for Kalar City to meet its growing energy demands.
伊拉克库尔德斯坦地区拥有丰富的太阳能潜力,但其能源供应却严重依赖不可再生的化石燃料。随着能源需求不断激增,探索替代发电方法势在必行。在当今时代,光伏系统以其坚固性、可持续性和实用性获得了广泛认可。评估这些系统的性能对于了解各种操作方面至关重要。本研究评估了伊拉克卡拉尔市住宅楼屋顶上战略性安装的 5 千瓦并网光伏系统的有效性。PVsyst 软件是一种广泛使用的模拟工具,用于预测能源输出和完善系统配置,本研究利用该软件进行分析。该软件模拟拟建的光伏系统,预测其能源生产性能,帮助选择合适的太阳能电池板尺寸和逆变器型号,以满足所需的负载需求。模拟结果显示,拟议的系统每年有可能产生 8,814 兆瓦时的电力。性能比分析显示,12 月份的性能比最高,为 90.9%,而 4 月份的性能比最低,为 79.9%,年平均性能比为 84.5%。这一性能指标强调了系统的效率和可靠性,在冬季表现出色,而在夏季则略有下降。这项研究强调了该地区的太阳能潜力,符合库尔德斯坦地区政府推广清洁能源的目标。此外,它还表明光伏系统为卡拉尔市满足日益增长的能源需求提供了切实可行的解决方案。
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引用次数: 0
The Removal of Methylene Blue Dye from Industrial Wastewater by Using Chitosan 利用壳聚糖去除工业废水中的亚甲基蓝染料
Pub Date : 2024-01-01 DOI: 10.24271/psr.2024.188481
Reem Abdul Hadi, Abbas Khalaf Mohammad
The paper focuses on treating industrial wastewater contaminated with methylene blue using chitosan powder as an adsorbent. Chitosan is well recognised in diverse fields and readily available at low cost. Chitosan is derived from marine fish scale waste. The study used methylene blue dye at various concentrations ranging from 50 to 200 mg / L. Experimental experiments were carried out at different temperatures ranging from 25 to 40 °C to evaluate the efficacy of chitosan in dye removal. Kinetic and kinetic equilibrium experiments were performed, and the thermodynamic properties of the system were studied. The results showed that chitosan effectively removed the methylene blue die from the polluted industrial wastewater. At 25 °C, the removal efficiency was found to be 94%. Overall, this study demonstrates the possibility of using chitosan as an adsorbent to treat industrial wastewater contaminated with methylene blue. It was found through the equipoise test that the adsorption process occurs through the first 30 minutes of the adsorption process start of the adsorption process. Chitosan was an excellent and effective substance in removing dye contaminants from industrial water. It was observed that Freundlich's law obeyed the absorption process, and the error rate was much better than the Langmuir model. Simultaneously, the kinetics followed the second-order model better than the first-order model with R2= 0.999.
本文重点探讨了利用壳聚糖粉末作为吸附剂处理受亚甲基蓝污染的工业废水。壳聚糖在多个领域得到广泛认可,而且价格低廉。壳聚糖是从海洋鱼鳞废物中提取的。研究使用了不同浓度(50 至 200 毫克/升)的亚甲基蓝染料。在 25 至 40 °C 的不同温度下进行了实验,以评估壳聚糖去除染料的功效。进行了动力学和动力学平衡实验,并研究了体系的热力学性质。结果表明,壳聚糖能有效去除污染工业废水中的亚甲基蓝染料。在 25 °C时,去除率为94%。总之,这项研究证明了使用壳聚糖作为吸附剂处理亚甲基蓝污染的工业废水的可能性。通过等效测试发现,吸附过程在吸附过程开始的前 30 分钟内发生。壳聚糖是一种能有效去除工业用水中染料污染物的优良物质。据观察,吸收过程符合 Freundlich 定律,其误差率远远优于 Langmuir 模型。同时,动力学遵循二阶模型的效果优于一阶模型,R2= 0.999。
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引用次数: 0
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