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Facilitating Role of Cloud Computing in Driving Big Data Emergence 云计算在推动大数据产生中的促进作用
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668155
Teah Yi Fan, Muhammad Ehsan Rana
Big data emerges as an important technology that addresses the storage, processing and analytics aspects of massive data characterized by 5V's (volume, velocity, variety, veracity, value) which has grown exponentially beyond the handling capacity traditional data architectures. The most significant technologies include the parallel storage and processing framework which requires entirely new IT infrastructures to facilitate big data adoption. Cloud computing emerges as a successful paradigm in computing technology that shifted the business landscape of IT infrastructures towards service-oriented basis. Cloud service providers build IT infrastructures and technologies and offer them as services which can be accessed through internet to the consumers. This paper discusses on the facilitating role of cloud computing in the field of big data analytics. Cloud deployment models concerning the architectural aspect and the current trend of adoption are introduced. The fundamental cloud services models concerning the infrastructural and technological provisioning are introduced while the emerging cloud services models related to big data are discussed with examples of technology platforms offered by the big cloud service providers - Amazon, Google, Microsoft and Cloudera. The main advantages of cloud adoption in terms of availability and scalability for big data are reiterated. Lastly, the challenges concerning cloud security, data privacy and data governance of consuming and adopting big data in the cloud are highlighted.
大数据作为一项重要的技术出现,它解决了以5V(体积、速度、种类、准确性、价值)为特征的海量数据的存储、处理和分析方面的问题,这些数据的增长已经超出了传统数据架构的处理能力。最重要的技术包括并行存储和处理框架,这需要全新的IT基础设施来促进大数据的采用。云计算作为一种成功的计算技术范例出现,它将IT基础设施的业务环境转向面向服务的基础。云服务提供商构建IT基础设施和技术,并将其作为可通过互联网访问的服务提供给消费者。本文讨论了云计算在大数据分析领域的促进作用。介绍了有关体系结构方面的云部署模型和当前的采用趋势。介绍了有关基础设施和技术供应的基本云服务模型,并以大型云服务提供商(Amazon、b谷歌、Microsoft和Cloudera)提供的技术平台为例,讨论了与大数据相关的新兴云服务模型。在大数据的可用性和可扩展性方面,采用云计算的主要优势得到了重申。最后,重点介绍了在云中消费和采用大数据所面临的云安全、数据隐私和数据治理方面的挑战。
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引用次数: 3
Technological Environmental Education in the Arab World: Case of Kingdom of Bahrain 阿拉伯世界的技术环境教育:巴林王国的案例
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668089
Nahed Salman, M. S. Mustafa, Ahamed Al-Shaalan, M. Al-Mannai
Technology's influence on the environment is evident. It is linked to electricity. Visually, environmental issues are filling the World with abandoned equipment situations and rapid obsolescence of electronics goods. Most of the World is buying what they already have. Consumption control systems say it all. However, the recycling idea built on savings concepts can help save the day. Naturally, the technology is in favor of batteries, while diesel is still dominating. Shifting the power to the sun will not be easy. Resorting to the sun as the main source of energy needs diligent work. The road is fraught with difficulties, but there are signs of a transition to solar energy. This is apparent with the adoption of cars and most devices! The “solar air conditioner” remains a key puzzle in the energy transformation of the earth's recovery. Until the atmosphere returns to the maximum reasonable extent of oxygen, a person will be able to change the status quo by perfecting the charging of batteries through sunlight. Several modern and traditional methods explain this process accurately. The application and innovation remain to extend the traditional means, such as the use of lenses to diffuse light and make fire of palm leaves. We do not call for burning the woods, but rather we demand to prevent cutting to live on it, but we demand to preserve it and live under its shade. We hope to bequeath to the light to our children, so we sow in their life. This can be done by imposing green energy on education. Environmental awareness is very crucial in the process. Schools and universities hold the grounds for the kick-off. This research links technology, environment, and education. A literature review provided centered on environmental change to raise the awareness of youngsters. The finding of this research concludes that there is a lack of environmental change topics in education systems in the Arab World. Seventy universities from the Middle East websites were visited. Bachelor of Science Programs in the environment were looked at. Climate Change is not categorized as a priority in universities' curricula across the Arab World. This can be achieved through opening a wide range of programs in the environmental Sciences. Simply, environmental awareness requires more attention in the region.
科技对环境的影响是显而易见的。它与电力有关。从视觉上看,环境问题使世界充斥着废弃设备和电子产品迅速过时的情况。世界上大多数人都在购买他们已经拥有的东西。消费控制系统说明了一切。然而,建立在节约观念基础上的回收利用理念可以帮助我们挽回局面。自然,这项技术有利于电池,而柴油仍然占主导地位。将能源转移到太阳上并不容易。以太阳为主要能源需要勤奋的工作。这条道路充满了困难,但有迹象表明向太阳能过渡。这在汽车和大多数设备的采用中是显而易见的!“太阳能空调”仍然是地球恢复能源转换的关键难题。直到大气恢复到最大合理范围的氧气,一个人将能够通过完善电池通过阳光充电来改变现状。几种现代和传统的方法可以准确地解释这一过程。应用和创新仍然是对传统手段的延伸,比如用透镜漫射光线,用棕榈叶烧火。我们不要求烧毁森林,而是要求防止以砍伐为生,而是要求保护它,生活在它的树荫下。我们希望把光明留给我们的孩子,所以我们在他们的生命中播种。这可以通过在教育中推行绿色能源来实现。环保意识在这个过程中非常重要。学校和大学为足球开球提供场地。这项研究将技术、环境和教育联系起来。以环境变化为中心的文献综述,以提高青少年的意识。这项研究的结论是,在阿拉伯世界的教育系统中缺乏环境变化主题。访问了中东地区70所大学的网站。环境科学学士学位的研究。在阿拉伯世界,气候变化并没有被列为大学课程的重点。这可以通过在环境科学领域开设广泛的课程来实现。简单地说,该地区的环境意识需要更多的关注。
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引用次数: 0
Production of Pure Aflatoxin B1 (AFB1) Using Different Media 不同培养基生产纯黄曲霉毒素B1 (AFB1)的研究
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668050
A. G. Radhi, M. Adhab, H. Z. Hussein
Aflatoxin B1 (AFB1) is a mycotoxin that is produced by Aspergillus flavus as a secondary metabolite. This study aimed to select the optimal medium to grow A. flavus to produce the highest concentration of AFB1. Solid-state fermentation of rice, corn, and a mixture of corn, sugar, peanut, and coconut (CSPC), and semisynthetic liquid culture of Yeast Extract sucrose Broth (YEB), Yeast Extract Sucrose Broth with Peptone (YEBP), and Czapek-Dox liquid Medium (Czp-D) were tested in this study. The AFB1 was extracted using the organic solvents method and purified through Thin Layer Chromatography (TLC). The concentration of AFB1 was then estimated using High-Performance Liquid Chromatography (HPLC). The results showed that the Czp-D medium had the potential to produce the highest concentration of AFB1, while the lowest concentration of AFB1 was gained when using the rice medium.
黄曲霉毒素B1 (AFB1)是由黄曲霉作为次级代谢物产生的霉菌毒素。本研究旨在选择最佳培养基培养黄曲霉,以产生最高浓度的AFB1。本研究对大米、玉米、玉米、糖、花生、椰子的混合物(CSPC)进行固态发酵,酵母抽提液蔗糖肉汤(YEB)、蛋白胨酵母抽提液蔗糖肉汤(YEBP)和Czapek-Dox液体培养基(Czp-D)进行半合成液体培养。采用有机溶剂法提取AFB1,薄层色谱法纯化。然后用高效液相色谱法测定AFB1的浓度。结果表明,使用Czp-D培养基产生AFB1的浓度最高,而使用水稻培养基产生AFB1的浓度最低。
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引用次数: 0
Effect of Palm Oil Clinker Powder-Based Geopolymer on Bitumen and Asphalt Mixture Properties 棕榈油熟料粉基地聚合物对沥青及沥青混合料性能的影响
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9667950
N. Yaro, M. Napiah, M. Sutanto, A. Usman, A. A. Murana, Waqas Rafiq
Emphasis is being devoted to using a modifier in asphalt mixtures production because convention materials cannot withstand current traffic loading and environmental conditions. The asphalt pavement industry is increasingly focusing on sustainability by turning waste materials into alternative raw materials. This study aims to determine the influence of palm oil clinker powder-based geopolymer modifier (POCP-GM) on conventional bitumen and Marshall properties of asphalt mixtures. To produce the geopolymer modifier, the POCP was mixed with the alkali activators, sodium hydroxide (NaOH) pallets, and sodium silicate (Na2SiO2). POCP-GM bitumen (POCP-GMB) was produced using a high-speed mixing technique for 0, 2, 4, 6, and 8% by weight of bitumen. The finding shows that incorporating POCP-GM produced a stiffer blend with decreasing penetration and improved softening point with good storage stability and compatibility in the POCP-GMB. Depending on the Marshall results, it was found that POCP-GMB mixtures possess improved stability relative to the control mixture, and the voids values determined are within the stipulated standard. The mixture's properties improvement can be attributed to geopolymer pozzolanic characteristics, which create strong interactions between the bitumen-geopolymer matrix which gives sufficient coating around the aggregate which improves mixtures properties. The study findings revealed the viability of utilizing geopolymer as a plausible alternative modifier to improve bitumen and asphalt mixtures' performance. From the study findings, 6% POCP-GM can be considered the optimum dosage that improves bitumen and asphalt mixture properties and helps promotes sustainability.
重点是在沥青混合料生产中使用改进剂,因为常规材料无法承受当前的交通负荷和环境条件。沥青路面行业越来越关注可持续性,将废料转化为替代原材料。本研究旨在确定棕榈油熟料粉基地聚合物改性剂(POCP-GM)对常规沥青和沥青混合料马歇尔性能的影响。为了制备地聚合物改性剂,POCP与碱活化剂、氢氧化钠(NaOH)托盘和硅酸钠(Na2SiO2)混合。POCP-GM沥青(POCP-GMB)采用高速混合技术,沥青的重量分别为0、2、4、6和8%。结果表明,加入POCP-GM后,POCP-GMB的共混物较硬,渗透性降低,软化点提高,在POCP-GMB中具有良好的储存稳定性和相容性。根据Marshall结果,发现POCP-GMB混合物相对于对照混合物具有更好的稳定性,并且测定的空隙值在规定的标准范围内。混合料的性能改善可归因于地聚合物的火山灰特性,它在沥青-地聚合物基体之间产生了强烈的相互作用,在骨料周围提供了足够的涂层,从而改善了混合料的性能。研究结果表明,利用地聚合物作为一种可行的替代改性剂来改善沥青和沥青混合料的性能是可行的。从研究结果来看,6%的POCP-GM可以被认为是改善沥青和沥青混合料性能并有助于促进可持续性的最佳用量。
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引用次数: 1
Greenhouse Gas Mitigation and Energy Recovery Potential for Optimum Waste Management Scenarios in Bahrain 巴林最佳废物管理情景的温室气体减排和能源回收潜力
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668111
G. Coskuner, Majeed S. Jassim, Sadeq Jaffer, Sajid Ali
The transition to circular economy requires implementation of sustainable waste management strategies that provide opportunities and challenges to developing countries. This study aims to analyze the potential Greenhouse Gases (GHG) mitigation and energy recovery potential of two prospective Municipal Solid Waste (MSW) management scenarios in the Kingdom of Bahrain: 1) A material recovery facility (MRF) with composting, 2) Waste-to-energy (WtE) incineration. The Intergovernmental Panel on Climate Change (IPCC), and iWARM of Environmental Protection Agency (EPA) models were tools utilized to estimate GHG emissions, mitigation, and energy recovery. MSW composition data available in 2017 was utilized to investigate optimum scenarios. Our results showed that MRF with composting scenario mitigated GHG emissions at the rate of 721,735 tCO2-eq/yr due to lowering of virgin products manufacturing from recycling process, whereas the incineration scenario generated 865,386 tCO2-eq/yr of GHG emissions. Moreover, MRF with composting scenario exhibited higher energy recovery potential with 3.85x109kWh/yr. The adoption of integrated approach of MRF with composting as a waste management option is the most sustainable strategy for the MSW management in Bahrain.
向循环经济过渡需要实施可持续的废物管理战略,这为发展中国家提供了机遇和挑战。本研究旨在分析巴林王国两种城市固体废物(MSW)管理方案的潜在温室气体(GHG)减排和能源回收潜力:1)具有堆肥的材料回收设施(MRF), 2)垃圾焚烧发电(WtE)。政府间气候变化专门委员会(IPCC)和环境保护署(EPA)的iWARM模型是用来估计温室气体排放、减缓和能源回收的工具。利用2017年可获得的城市生活垃圾成分数据,研究最佳方案。研究结果表明,堆肥情景下的MRF减少了721,735 tco2 -当量/年的温室气体排放,因为回收过程中减少了原始产品的生产,而焚烧情景产生了865,386 tco2 -当量/年的温室气体排放。此外,堆肥情景下的MRF具有更高的能量回收潜力,为3.85x109kWh/yr。采用MRF与堆肥作为废物管理选择的综合方法是巴林城市固体废物管理的最可持续战略。
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引用次数: 1
Characterization of PM2.5/PM10 ratios over Eastern Part of Saudi Arabia and Bahrain from 2008 to 2019 2008年至2019年沙特阿拉伯和巴林东部地区PM2.5/PM10比值特征
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668162
G. Coskuner, Majeed S. Jassim, Mohamad Zaid, Umer Malik
Particulate matter (PM) pollution has major impacts on human health and environmental resources. The sources for coarse PM (PM10) and fine PM (PM2.5) are either natural or anthropogenic. This study investigates the PM2.5/PM10 ratios over Eastern part of Saudi Arabia and Bahrain from 2008 to 2019. This work utilized satellite derived PM10 and PM2.5 air quality data. The monthly mean datasets for PM10 and PM2.5 were obtained using NASA's Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-2) model at selected seven zones. A transboundary region for data acquisition included four zones from Bahrain and three zones from Eastern Saudi Arabia (KSA). Results showed that the highest PM2.5/PM10 ratio was observed at Zone B1 in Bahrain with a value of 0.353. The findings highlighted the possible contribution of PM2.5 emissions from the densely located industries at Northern East part of Bahrain.
颗粒物污染对人类健康和环境资源造成重大影响。粗颗粒物(PM10)和细颗粒物(PM2.5)的来源既有自然的,也有人为的。本研究调查了2008年至2019年沙特阿拉伯和巴林东部地区的PM2.5/PM10比率。这项工作利用卫星获得的PM10和PM2.5空气质量数据。PM10和PM2.5的月平均数据集是使用NASA的现代研究与应用回顾性分析版本2 (MERRA-2)模型在选定的七个区域获得的。跨界数据采集区域包括巴林的4个区域和沙特阿拉伯东部的3个区域。结果表明:巴林B1区PM2.5/PM10比值最高,为0.353;研究结果强调了巴林东北部人口密集的工业对PM2.5排放的可能贡献。
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引用次数: 0
Temperature-dependency of Environmental Higher Education Ranking Systems 环境高等教育排名系统的温度依赖性
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9667995
Anwaar Buzaboon, H. Albuflasa, W. Alnaser, S. Shatnawi, Khawla Albinali, Eman Almohsin
Many higher education stakeholders criticize the existing Environmental Higher Education Ranking Systems for not taking environmental factors which a given university operates in into consideration in processing the university portfolio and to group universities based on environmental factors similarities. This study intended to evaluate one of these environmental factors the Average Annual Temperature [AAT] and its impact on the ranking of universities. We studied the relationship between the AAT and two Environmental sustainability Higher education ranking systems [ESHERS] which are the University of Indonesia Greenmetric [UIGM] and Times Higher Education University Impact ranking [THEUIR]. We aim to find to what extent should UIGM and THEUIR methodologies consider the countries average annual temperature in evaluating the progress of the universities. We collected data of the overall university scores of 2020 ranking for the two ESHERS along with the AAT values for countries host these universities from the Listfirst website We used the linear regression technique to figure out any relationships between AAT and university ranking scores. The initial results show the AAT of a country doesn't have any impact on a university ranking operates in that country. The residual plot shows that many reseals are left without explanation by the model and the fit figure shows that there is no linear pattern in the dependent variable.
许多高等教育利益相关者批评现有的环境高等教育排名系统在处理大学组合时没有考虑到特定大学运作的环境因素,而是根据环境因素的相似性对大学进行分组。本研究旨在评估这些环境因素之一的年平均气温(AAT)及其对大学排名的影响。我们研究了AAT与两个环境可持续性高等教育排名系统[ESHERS]之间的关系,这两个系统分别是印度尼西亚大学绿色计量指数[UIGM]和泰晤士高等教育大学影响排名[THEUIR]。我们的目标是找出在评估大学的进展时,UIGM和THEUIR方法应该在多大程度上考虑国家的年平均温度。我们从Listfirst网站上收集了两所ESHERS大学2020年排名的总体大学分数数据,以及这些大学所在国家的AAT值。我们使用线性回归技术来找出AAT和大学排名分数之间的关系。初步结果显示,一个国家的AAT对该国的大学排名没有任何影响。残差图显示许多重密封没有被模型解释,拟合图显示因变量不存在线性模式。
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引用次数: 0
Climate Change Implications on Small Island Developing States (SIDS): a Socioeconomic Perspective from the Kingdom of Bahrain 气候变化对小岛屿发展中国家的影响:来自巴林王国的社会经济视角
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668116
A. Saleh, Suad Altaei, F. Alkhaldi
This paper discusses the Climate Change impact on the Kingdom of Bahrain; and highlights the role of Small Island Developing States (SIDS) on a local and global level to alleviate climate change through risk mitigation measures including the decrease of greenhouse gas emissions, and adaptation. Also, explores the challenges of sea-level rise as faced by SIDS. The research is theoretical based in nature, it uses secondary data sources from internationally accredited institutions such as the World Bank, the UN, and the Intergovernmental Panel on Climate Change (IPCC). The findings portray the overlap and interconnectedness of impacts of climate change for SIDS, where the warming of the seas leads to inundation of wetlands and low elevation coastal zones, salinization of freshwater resources and both combined lead to negative socioeconomic consequences. Thus, minimize the consequences of climate change and Sea Level Rise collective mitigation and adaptation responses need to be informed by vulnerability assessments, climate risk management and cost benefit analyses when being adopted to local policies. Financing of adaptation and mitigation measures for SIDS are discussed, where the importance of international aid and financing through funds. The research highlights the need to further investigate the comparisons and linkages between general environmental concerns and socioeconomic factors and solutions of SIDS with focus on Kingdom of Bahrain.
本文讨论了气候变化对巴林王国的影响;并强调小岛屿发展中国家在地方和全球两级通过减少温室气体排放等风险缓解措施和适应减缓气候变化方面的作用。还探讨了小岛屿发展中国家面临的海平面上升的挑战。这项研究本质上是基于理论的,它使用了来自世界银行、联合国和政府间气候变化专门委员会(IPCC)等国际认可机构的二手数据来源。这些发现描绘了气候变化对小岛屿发展中国家的影响的重叠和相互联系,海洋变暖导致湿地和低海拔沿海地区的淹没,淡水资源的盐碱化,两者结合导致负面的社会经济后果。因此,最大限度地减少气候变化和海平面上升的后果,集体缓解和适应对策在纳入地方政策时需要参考脆弱性评估、气候风险管理和成本效益分析。讨论了小岛屿发展中国家适应和缓解措施的筹资问题,其中讨论了国际援助和通过基金筹资的重要性。这项研究强调有必要进一步调查小岛屿发展中国家一般环境问题与社会经济因素和解决办法之间的比较和联系,重点是巴林王国。
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引用次数: 1
Evaluation of Interaction between Bridge Infrastructure Resilience Factors Against Seismic Hazard Hazard 桥梁基础设施抗地震灾害恢复因子相互作用评价
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9668179
Ángel Francisco Galaviz Román, Md Saiful Arif Khan, G. Kabir
Infrastructure systems like bridges are constantly exposed to different natural hazards, mainly from seismic and earthquakes. Any failure on them would represent a crisis for any civilization as they represent fundamental architecture for allowing people to get transported as well as develop the logistics from materials and products. This work identifies the main factors indispensable to improve bridge infrastructure resilience and how they interact among them based on experts' judgment and previous literature. The interaction between parameters is evaluated by integrating Fuzzy theory with Decision-Making and Trial Evaluation Laboratory (DEMATEL), known as Fuzzy DEMATEL. The findings of this research demonstrate prominence order and causal-effect relations from the main resilience factors; in this way, the outcome from this study is expected to help stakeholders and decision-makers improve the resilience from bridge infrastructure against the seismic hazard.
像桥梁这样的基础设施系统经常面临不同的自然灾害,主要来自地震和地震。它们的任何故障都将代表任何文明的危机,因为它们代表了允许人们运输以及从材料和产品中发展物流的基本架构。这项工作确定了提高桥梁基础设施弹性不可或缺的主要因素,以及它们之间如何根据专家的判断和以前的文献相互作用。将模糊理论与决策与试验评价实验室(DEMATEL)相结合,评价参数之间的相互作用,称为模糊DEMATEL。研究结果表明,心理弹性的主要影响因素之间存在显著的顺序关系和因果关系;通过这种方式,本研究的结果有望帮助利益相关者和决策者提高桥梁基础设施对地震灾害的恢复能力。
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引用次数: 0
Estimating evapotranspiration using remote sensing and the METRIC energy balance model: case study of Sidi Benour region (Morocco) 基于遥感和METRIC能量平衡模型的蒸散发估算——以摩洛哥西迪贝努尔地区为例
Pub Date : 2021-11-15 DOI: 10.1109/IEEECONF53624.2021.9667981
A. Rahimi, A. Bouasria, Mohamed Bounif, Fatna Zaakour, I. El Mjiri
Morocco has become an increasingly frequent and severe drought episode due to climate change in recent decades. This has significantly reduced freshwater, especially in areas characterized by significant agricultural potential, such as the Sidi Bennour region. Consequently, rational and sustainable management of existing water resources has become essential. The main objective of this study was to estimate evapotranspiration by applying the METRIC energy balance model (mapping evapotranspiration at high resolution with internalized calibration). Thus, this application, based on the combined use of auxiliary climate data and high-resolution optical satellite data (Landsat 8 OLI), allowed the evaluation and spatial distribution, at the scale of the Sidi Bennour region, of the different variables (net radiation, surface temperature, sensible heat flux, latent heat flux) controlling the evapotranspiration. The analysis of the various images derived, especially that of evapotranspiration, shows that these variables change depending on the presence and condensation of cultures. The results of this study are satisfactory and allow us to conclude that the METRIC model is a promising and operational approach for the evaluation, spatialization, and monitoring of evapotranspiration by remote sensing. The interest of this study lies in the importance of the precise knowledge of the evapotranspiration through the derived image, which will constitute an essential document for the persons in charge of the irrigation and the farmers in order to evaluate the need for the water of the cultures and to an integrated management of the water resources that become increasingly rare in the study area.
近几十年来,由于气候变化,摩洛哥的干旱事件日益频繁和严重。这大大减少了淡水资源,特别是在具有巨大农业潜力的地区,如西迪本努尔地区。因此,合理和可持续地管理现有水资源已变得至关重要。本研究的主要目的是利用METRIC能量平衡模型(利用内化校准以高分辨率绘制蒸散发图)估算蒸散发。因此,本应用基于辅助气候数据和高分辨率光学卫星数据(Landsat 8 OLI)的组合使用,可以在Sidi Bennour地区尺度上评估控制蒸散发的不同变量(净辐射、地表温度、感热通量、潜热通量)及其空间分布。对各种图像的分析,特别是对蒸散发的分析,表明这些变量的变化取决于培养物的存在和凝结。本研究的结果令人满意,并使我们得出结论,METRIC模型是一种有前途的和可操作的方法,用于蒸散发的遥感评估、空间化和监测。本研究的兴趣在于通过衍生图像精确了解蒸散发的重要性,这将构成灌溉负责人和农民的重要文件,以便评估文化对水的需求,并对研究地区日益稀少的水资源进行综合管理。
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引用次数: 0
期刊
2021 Third International Sustainability and Resilience Conference: Climate Change
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