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Development of A Web based GIS Solution for Flood Inundation Mapping and Assessment in Lahore, Pakistan 基于Web的巴基斯坦拉合尔洪水淹没测绘与评估GIS解决方案的开发
Pub Date : 2023-04-27 DOI: 10.33411/ijist/2023050201
Saira Akram, S. Hafeez, Basit Nazeer, Sajid Rasheed Ahmad
IntroductionGeographic information system (GIS) is a strong tool in flood hazard mapping, mitigation, and management. GIS-based approach provides the capability to measure the flood inundation. Integration of web technologies with GIS (Web-GIS) is quite significant to accomplish the aim. MethodologyIn this research, HEC-RAS 1D was used to map the flooded area around River Ravi at Lahore. The output of HEC-RAS with Web-GIS stack were used to build the interactive flood measuring tool. The Web-GIS stack used for this study was Geo Server, PHP, HTML, CSS, and JavaScript. Geo Server provides the OGC implemented standards with vendor specific capabilities like WMS Animator in Geo Server animate the flood inundation on the User-Interface (UI) and extent animation to make visual interpretations. CQL filter is vendor specific capability in Geo Server used to measure the flood inundation. ResultsThe Output maps of HEC-RAS are capable enough to understand flood inundation and other damage assessments not only to analyst but also the layman. The working and animated layers are shown in Result section of this research. ConclusionThis web-based flood inundation is robust, user-friendly, and expandable for more features, scenarios, and conditions. This research concludes that visual and web-based data is near to mind understanding for common person intellectuals.
地理信息系统(GIS)是洪水灾害制图、减灾和管理的有力工具。基于gis的方法提供了测量洪水淹没的能力。将网络技术与地理信息系统(web -GIS)相结合是实现这一目标的重要手段。在本研究中,使用HEC-RAS 1D绘制了拉合尔拉维河周围的洪水区域。利用HEC-RAS的输出与Web-GIS叠加,构建交互式洪水测量工具。本研究使用的Web-GIS堆栈是地理服务器、PHP、HTML、CSS和JavaScript。Geo Server提供了OGC实现的标准和供应商特定的功能,如Geo Server中的WMS Animator在用户界面(UI)上动画洪水和扩展动画以进行可视化解释。CQL过滤器是Geo Server中特定于供应商的功能,用于测量洪水淹没。结果HEC-RAS的输出图不仅对分析人员,而且对外行人都有足够的理解洪水淹没和其他损害评估的能力。工作层和动画层显示在本研究的结果部分。基于web的洪水淹没功能强大,用户友好,可扩展到更多的功能、场景和条件。本研究的结论是,可视化和基于网络的数据接近于普通人知识分子的思维理解。
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引用次数: 0
Detection & Quantification of Lung Nodules Using 3D CT images 三维CT图像对肺结节的检测与定量
Pub Date : 2023-01-29 DOI: 10.33411/ijist/2023050105
F. Memon, M. Jawaid, Shahnawaz Talpur
In computer vision image detection and quantification play an important role. Image Detection and quantification is the process of identifying nodule position and the amount of covered area. The dataset which we have used for this research contains 3D CT lung images. In our proposed work we have taken 3D images and those are high-resolution images. We have compared the accuracy of the existing mask and our segmented images. The segmentation method that we have applied to these images is Sparse Field Method localized region-based segmentation and for Nodule detection, I have used ray projection. The ray projection method is efficient for making the point more visible by its x, y, and z components. like a parametric equation where the line crossing through a targeted point by that nodule is more dominated. The Frangi filter was to give a geometric shape to the nodule and we got 90% accurate detection. The high mortality rate associated with lung cancer makes it imperative that it be detected at an early stage. The application of computerized image processing methods has the potential to improve both the efficiency and reliability of lung cancer screening. Computerized tomography (CT) pictures are frequently used in medical image processing because of their excellent resolution and low noise. Computer-aided detection systems, including preprocessing and segmentation methods, as well as data analysis approaches, have been investigated in this research for their potential use in the detection and diagnosis of lung cancer. The primary objective was to research cutting-edge methods for creating computational diagnostic tools to aid in the collection, processing, and interpretation of medical imaging data. Nonetheless, there are still areas that need more work, such as improving sensitivity, decreasing false positives, and optimizing the identification of each type of nodule, even those of varying size and form.
在计算机视觉中,图像的检测与量化起着重要的作用。图像检测和量化是识别结节位置和覆盖面积大小的过程。本研究使用的数据集包含3D CT肺部图像。在我们提出的工作中,我们拍摄了3D图像,这些图像是高分辨率的图像。我们比较了现有掩模和我们分割的图像的精度。我们对这些图像应用的分割方法是稀疏场方法,基于局部区域的分割,对于结节检测,我使用了射线投影。射线投影法通过其x, y和z分量使点更加可见是有效的。就像一个参数方程,其中穿过目标点的线被该结节所控制。采用弗朗吉滤波法对结节进行几何形状处理,检测准确率达到90%。与肺癌相关的高死亡率使得在早期发现它是必要的。计算机图像处理方法的应用有可能提高肺癌筛查的效率和可靠性。计算机断层扫描(CT)图像以其优异的分辨率和低噪声的特点被广泛应用于医学图像处理。计算机辅助检测系统,包括预处理和分割方法,以及数据分析方法,在本研究中研究了它们在肺癌检测和诊断中的潜在应用。主要目标是研究创建计算诊断工具的尖端方法,以帮助收集、处理和解释医学成像数据。尽管如此,仍有一些领域需要做更多的工作,例如提高灵敏度,减少假阳性,以及优化每种类型的结节的识别,即使是那些大小和形式不同的结节。
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引用次数: 0
Frontal System Track Variation and Its Impact on Water Availability in Northern Pakistan Using Remote Sensing and Ground Data During Monsoon Season- 2019 基于遥感和地面数据的季风季节- 2019年巴基斯坦北部锋面系统路径变化及其对水分供应的影响
Pub Date : 2023-01-02 DOI: 10.33411/ijist/2023050104
J. Qureshi, S. A. Mahmood, A. Amin, T. Mahmood
Pakistan, which is positioned in the South Asian sub-continent, occupies a significant climatological location. It is included among the world's few countries which experience a comprehensive transformation from summer all the way to winter season. The variation in precipitation has direct and significant consequences on society. In this ongoing research, the latitudinal variation in the track of the frontal system and trends in Pakistan during the monsoon period have been examined. Meteorological data (monthly rainfall, maximum temperature, satellite images, upstream data for Tarbela, Mangla, Rasool, and Marala) has been taken to conduct the ongoing research. Consequently, the focus of the study is the frontal weather system that moves North of Pakistan and energizes the monsoon rainfall over the Indus Basin which makes it a source of flooding. The rainfall is the cause of flooding downstream of rivers in the plains of Punjab and Sindh. Varying trends in rainfall were observed across the selected stations in Pakistan. The ongoing research is conducted across Pakistan with Gilgit and Skardu being the cities in Northern Pakistan. Among all the water reservoirs, Tarbela exhibited an increased upstream flow due to the snow melt factor over glaciers in Gilgit and Skardu because of an increase in maximum temperature.
巴基斯坦位于南亚次大陆,具有重要的气候位置。它是世界上为数不多的经历从夏季到冬季的全面转变的国家之一。降水的变化对社会有直接和显著的影响。在这项正在进行的研究中,研究了季风期间巴基斯坦锋面系统路径的纬向变化和趋势。气象数据(月降雨量、最高温度、卫星图像、Tarbela、Mangla、Rasool和Marala的上游数据)被用于进行正在进行的研究。因此,研究的重点是锋面天气系统,它向巴基斯坦北部移动,并为印度河流域的季风降雨提供能量,使其成为洪水的来源。降雨是导致旁遮普省和信德省平原下游河流泛滥的原因。在巴基斯坦选定的气象站观测到不同的降雨趋势。正在进行的研究是在巴基斯坦各地进行的,吉尔吉特和斯卡都是巴基斯坦北部的城市。在所有水库中,由于吉尔吉特和斯卡杜冰川上的融雪因素,最高温度升高,Tarbela水库上游流量增加。
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引用次数: 0
Pragmatic Evidence on Android Malware Analysis Techniques: A Systematic Literature Review Android恶意软件分析技术的实用证据:系统文献综述
Pub Date : 2023-01-01 DOI: 10.33411/ijist/2023050101
Mian Muhammad Bilal, G. Rasool, S. I. Hashmi, Zaigham Mushtaq
Alarge number of studies including research articles and surveys on android malware detection and analysis techniques have been presented during the last one and a half decades. The authors proposed different systems and frameworks to identify malware from software applications. However, there is no recent and comprehensive systematic literature review on the detection and analysis of android malware methods, systems, and frameworks. We present a systematic review of literature on android malware detection and analysis techniques and tools by following standard guidelines for Systematic Literature Review methodology from 2010 to 2021. We selected 75 most relevant studies out of 3343 published studies. We found that the prominent malicious datasets are Genome (39%) and Drebin (36%) used by different researchers for the detection of malware. The static, dynamic, and hybrid source code analysis methods are applied by android malware detection techniques. We also identified the limitations and future research directions of existing techniques as research gaps for the community. Based on the pragmatic evidence of this research, we have proposed a hybrid analysis-based multiple feature analysis framework. This framework will not only address the limitations of static and dynamic-based approaches, but it also analyzes evolving android malware datasets using deep neural network and machine learning techniques and improve the accuracy of evolving malware samples.
在过去的15年里,大量的研究,包括研究文章和调查,都是关于android恶意软件检测和分析技术的。作者提出了从软件应用程序中识别恶意软件的不同系统和框架。然而,最近没有关于检测和分析android恶意软件方法、系统和框架的全面系统的文献综述。我们根据2010年至2021年系统文献综述方法的标准指南,对android恶意软件检测和分析技术和工具的文献进行了系统综述。我们从3343项已发表的研究中选择了75项最相关的研究。我们发现,主要的恶意数据集是Genome(39%)和Drebin(36%),它们被不同的研究人员用于检测恶意软件。android恶意软件检测技术采用静态、动态和混合源代码分析方法。我们还确定了现有技术的局限性和未来的研究方向,作为社区的研究空白。基于本研究的语用证据,我们提出了一个基于混合分析的多特征分析框架。该框架不仅解决了基于静态和动态方法的局限性,而且还使用深度神经网络和机器学习技术分析不断发展的android恶意软件数据集,并提高了不断发展的恶意软件样本的准确性。
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引用次数: 0
Action Recognition of Human Skeletal Data Using CNN and LSTM 基于CNN和LSTM的人体骨骼数据动作识别
Pub Date : 2023-01-01 DOI: 10.33411/ijist/2023050102
Human action recognition recognizes an action performed by human beings in order to witness the type of action being performed. A lot of technologies have been developed in order to perform this task like GRN, KNN, SVM, depth maps, and two-stream maps. We have used 3 different methods in our research first method is a 2D CNN model, the second method uses an LSTM model and the third method is a combination of CNN+LSTM. With the help of ReLu as an activation function for hidden and input layers. Softmax is an activation function for output training of a neural network. After performing some epochs the results of the recognition of activity are declared. Our dataset is WISDM which recognizes 6 activities e.g., Running, Walking, Sitting, Standing, Downstairs, and Upstairs. After the model is done training the accuracy and loss of recognition of action are described. We achieved to increase in the accuracy of our LSTM model by tuning the hyperparameter by 1.5%. The accuracy of recognition of action is now 98.5% with a decrease in a loss that is 0.09% on the LSTM model, the accuracy of 0.92% and loss of 0.24% is achieved on our 2D CNN model while the CNN+LSTM model gave us an accuracy of 0.90% with the loss of 0.46% that is a stupendous achievement in the path of recognizing actions of a human. Then we introduced autocorrelation for our models. After that, the features of our models and their correlations with each other are also introduced in our research.
人类行为识别识别人类所执行的行为,以见证正在执行的行为类型。为了完成这项任务,已经开发了许多技术,如GRN、KNN、SVM、深度图和双流图。我们在研究中使用了3种不同的方法,第一种方法是二维CNN模型,第二种方法是LSTM模型,第三种方法是CNN+LSTM的结合。借助ReLu作为隐藏层和输入层的激活函数。Softmax是一个用于神经网络输出训练的激活函数。在执行一些epoch后,声明活动识别的结果。我们的数据集是WISDM,它识别6种活动,如跑步、走路、坐着、站着、楼下和楼上。对模型进行训练后,描述了动作识别的准确性和损失。通过将超参数调优1.5%,我们实现了LSTM模型精度的提高。在LSTM模型上,动作识别的准确率达到了98.5%,损失减少了0.09%,在我们的2D CNN模型上,准确率达到了0.92%,损失减少了0.24%,而CNN+LSTM模型的准确率达到了0.90%,损失减少了0.46%,这在人类动作识别的道路上是一个了不起的成就。然后在模型中引入自相关。然后,在我们的研究中还介绍了我们的模型的特点和它们之间的相关性。
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引用次数: 0
Historical Development of Urban Planning Theory: Review and Comparison of Theories in Urban Planning 城市规划理论的历史发展:城市规划理论的回顾与比较
Pub Date : 2023-01-01 DOI: 10.33411/ijist/2023050103
Muhammad Umar Zulfiqar, M. Kausar
Discipline of urban planning only developed around a century back with the first academic school at the University of Liverpool in 1909. However, the theory of this discipline is relatively older and might date to varying timelines around various parts of the world. However, modern urban planning discipline has got birth in the US and Western Europe. Early development in the theory of urban planning develops challenges for the cities. In response to such challenges, the planning approaches seem to adapt to the needs of emerging regimes evident from the high-scale urban renovation of Paris by Haussmann. This is called the Progressive Model of Planning wherein planners of the time struggled to deal with the challenges imparted by the Industrial Revolution through scientific and engineering-based knowledge. Early urban planning efforts were mostly anarchist movements that reacted to the social issues of the time and include Garden City, Radiant City, Broadacre, etc. This study sought to present these theoretical considerations with respect to certain development classifications in urban planning. Accordingly, the methodology of the research study comprises the following sections/segments for a better understanding of urban planning at different times:i. Pre-History of Urban Planningii. Foundational Yearsiii. Modernism (Rational Planning)iv. Post Modernism (Post war suburbia) v. Current EraIn short, it is concluded that cities have emerged as a result of conscious decisions. Accordingly, looking into the planning theory requires due consideration of the planning approaches utilized over time. This perceives that planning theory is essentially the study of the decisions made from intuition and that is equally right because planning theory and practice development are in parallel.
城市规划学科仅在1909年利物浦大学的第一所学术学院发展了大约一个世纪。然而,这门学科的理论相对较老,可以追溯到世界各地不同的时间线。然而,现代城市规划学科在美国和西欧已经诞生。城市规划理论的早期发展给城市带来了挑战。为了应对这些挑战,规划方法似乎适应了新兴政权的需求,从Haussmann对巴黎的大规模城市改造中可以看出。这被称为进步规划模式,当时的规划者通过科学和工程知识努力应对工业革命带来的挑战。早期的城市规划主要是针对当时社会问题的无政府主义运动,包括花园城市、辐射城市、广阔土地等。本研究试图就城市规划中的某些发展分类提出这些理论考虑。因此,为了更好地理解不同时期的城市规划,本研究的方法包括以下部分/部分:城市规划的史前史2。基本Yearsiii。现代主义(理性规划)后现代主义(战后郊区)vs .当今时代简而言之,人们得出的结论是,城市的出现是有意识决策的结果。因此,研究规划理论需要适当考虑随着时间的推移所使用的规划方法。这种观点认为,规划理论本质上是对直觉决策的研究,这同样是正确的,因为规划理论和实践的发展是并行的。
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引用次数: 0
CROSSMARK CROSSMARK
Pub Date : 2022-12-14 DOI: 10.1529/12516
Dr Hassan Raza
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引用次数: 20
COVID-19 Pandemic: A Remedial Measure Through Convalescent Serum COVID-19大流行:通过恢复期血清的补救措施
Pub Date : 2020-06-21 DOI: 10.33411/ijist/2020020202
S. Abbas, Asif Naushad
An acute respiratory syndrome Corona Virus 2 has affected humanity throughout the world. Scientifically, Corona Virus 2 is known as SARS-COV-2 which is abbreviated as COVID-2019. China was the first victim of this outbreaks in December 2019 [1] which was later recognized as pandemic on March 11, 2020 by World Health Organization (WHO) [2,3]. At the time of this writing, about 8.75 million individuals of 188 countries [4] have been effected by COVID resulting in 463000 deaths primarily, corona virus communicates from one body to another body through close contacts via droplets produced by sneezing, coughing or taking by infected badly within a buffer zone of 3 to 6 feet [5,6,7]. These droplets fall onto a surface and can survive up to 72 hours [8]. Various studies have proved that droplets may travel up to 37 feet by an uncovered cough [9,10,11]. Corona virus is not an airborne, however it may transport through respiratory droplets during talking and breathing [12].
一种急性呼吸系统综合征冠状病毒2已经影响到全世界的人类。科学上,冠状病毒2被称为SARS-COV-2,缩写为COVID-2019。中国是2019年12月疫情的第一个受害者,随后于2020年3月11日被世界卫生组织(世卫组织)确认为大流行[2,3]。在撰写本文时,全球188个国家约有875万人感染了COVID,导致46.3万人死亡,冠状病毒主要通过密切接触在3至6英尺的缓冲区内通过严重感染者打喷嚏、咳嗽或服用产生的飞沫从一个身体传播到另一个身体[5,6,7]。这些液滴落在表面上,可以存活72小时。多项研究已经证明,飞沫可以通过未遮盖的咳嗽传播至37英尺(约3.7米)[9,10,11]。冠状病毒不是通过空气传播的,但它可能在说话和呼吸时通过呼吸道飞沫传播。
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引用次数: 2
Active Surface deformation from DEM Based Surface Dynamics in Upstream of Mangla Reservoir and eastern Potwar Plateau 基于DEM的孟拉水库上游及青藏高原东部地表动态研究
Pub Date : 2020-06-14 DOI: 10.33411/ijist/2020020203
Rao Mansor Ali Khan, Azam Sohail, Syeda Areeba Gillani, S. S. Hassan, S. A. Mahmood
Digital Elevation Model (DEM) acquired by Shutter Radar Topographic Mission (SRTM) is useful to compute Surface Dynamics (SDs) including, Drainage Density (DD), Topographic Relative Relief (TRR), Iso Base-Levels (IBL) and Topographic Vertical Dissection (TVD). It provides detailed information about the lithology based on erosional boundaries as well as delineation of active tectonic scarps. It confers a well-built connection among diverse stream Strahler ordering and the localized erosive or neotectonics conditions in an actively deforming topography. These techniques are rapid, proficient, and consistent to demarcate tectonic control even along or over the similar lithologies. This investigation appraises the eroding and uplifting landforms along upstream of Mangla reservoir in lower Jhelum valley. The aim is to delineate margins for lithological demarcation and to distinguish whether these are affected by neotectonics or not. We noticed unusual localbase-level inconsistency that may be related to the well-known active tectonic expressions.
快门雷达地形任务(SRTM)获取的数字高程模型(DEM)可用于计算地表动力学(SDs),包括排水密度(DD)、地形相对起伏(TRR)、Iso基准面(IBL)和地形垂直解剖(TVD)。它提供了基于侵蚀边界的详细岩性信息以及活动构造陡坡的圈定。它为活跃变形地形中不同的河流斯特拉勒序与局部侵蚀或新构造条件之间建立了良好的联系。这些技术是快速、熟练和一致的,甚至沿着或在相似的岩性上划分构造控制。本文对吉勒姆河谷下游曼拉水库上游的侵蚀隆升地貌进行了评价。目的是为岩性划分圈定边界,并区分这些边界是否受新构造的影响。我们注意到不同寻常的局部基准面不一致,这可能与众所周知的活动构造表达有关。
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引用次数: 1
Synthesis of NiO/ZnO Nanoparticles using 2-Propanol Solvent and their Applications for Methylene Blue Degradation 2-丙醇溶剂合成纳米NiO/ZnO及其在亚甲基蓝降解中的应用
Pub Date : 2020-03-03 DOI: 10.33411/ijist/2020020104
Bakhtawar Sajjad, A. Nadeem, H. Hussain, Shaista Ali, Muhammad Akhyar Farrukh
The nanoparticles play a significant role in fabrication process which are used at large scale in various fields e.g., sensors, electronics drug delivery, optics, catalysis and in water purification process. Nanoparticles (NiO/ZnO) were synthesized using sol-gel technique. In this method, 2-propanol was taken to analyze the particle size. Fourier Transform Infrared Spectroscopy (FT-IR) confirmed the presence of ZnO/NiO. Ultraviolet Visible (UV) data recorded a band gap for ZnO that was 4.1 eV while UV spectrum of methylene blue demonstrated a decrease in concentration of methylene blue while using NiO/ ZnO as catalyst.
纳米颗粒在制造过程中起着重要的作用,在传感器、电子、药物输送、光学、催化和水净化等各个领域都有大规模的应用。采用溶胶-凝胶法制备了纳米NiO/ZnO。在此方法中,采用2-丙醇来分析粒度。傅里叶变换红外光谱(FT-IR)证实ZnO/NiO的存在。紫外-可见(UV)光谱显示ZnO的带隙为4.1 eV,而亚甲基蓝的紫外光谱显示,当使用NiO/ ZnO作为催化剂时,亚甲基蓝的浓度降低。
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引用次数: 0
期刊
International Journal of Innovations in Science and Technology
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