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How groundwater level can predict under the effect of climate change by using artificial neural networks of NARX 如何利用NARX人工神经网络预测气候变化影响下的地下水位
Pub Date : 2020-01-01 DOI: 10.25082/reie.2020.01.005
Safieh Javadinejad, R. Dara, F. Jafary
The phenomenon of climate change in recent years has led to significant changes in climatic elements and as a result the status of surface and groundwater resources, especially in arid and semi-arid regions, this issue has sometimes caused a significant decline in groundwater resources. In this paper, the effects of climate change on the status of groundwater resources in Marvdasht plain have been investigated. Water supply of different parts of this region is highly dependent on groundwater resources and therefore the study of groundwater changes in future periods is important in the development of this plain and the management of its water resources. In order to evaluate the effects of climate change, the output of atmospheric circulation models (GCM) has been used. Then, in order to adapt the output scale of these models to the scale required by local studies of climate change, precipitation and temperature data have been downscaled by LARS-WG model. Downscaled information was used to determine the amount of feed and drainage of the aquifer in future periods. To investigate changes in groundwater levels at different stages, a neural network dynamic model has been developed in MATLAB software environment. It is also possible to study and compare other points using other scenarios and mathematical modeling. The results of the study, assuming the current state of development in the region, indicate a downward trend in the volume of the aquifer due to climate change and its effects on resources and uses of the study area. The results also introduce Scenario A2 as the most critical scenario related to climate change, which also shows the largest aquifer decline in neural network modeling.
近年来的气候变化现象导致了气候要素的显著变化,从而导致了地表水和地下水资源的状况,特别是在干旱和半干旱地区,这一问题有时会造成地下水资源的显著下降。本文研究了气候变化对马夫达什特平原地下水资源状况的影响。该地区不同地区的供水高度依赖地下水资源,因此研究未来时期地下水的变化对该平原的开发和水资源管理具有重要意义。为了评估气候变化的影响,使用了大气环流模式(GCM)的输出。然后,为了使这些模式的输出尺度适应局部气候变化研究所需的尺度,降水和温度数据被LARS-WG模式降尺度。缩小比例的信息被用来确定未来时期含水层的进给量和排水量。为了研究不同阶段地下水位的变化,在MATLAB软件环境下建立了神经网络动态模型。也可以使用其他场景和数学建模来研究和比较其他点。研究结果表明,鉴于气候变化及其对研究区资源和利用的影响,该区域的含水层体积呈下降趋势。结果还将情景A2作为与气候变化相关的最关键情景,该情景在神经网络模型中也显示出最大的含水层下降。
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引用次数: 9
Examining the association between dust and sediment and evaluating the impact of climate change on dust and providing adaptation 研究沙尘与沉积物之间的关系,评估气候变化对沙尘的影响并提供适应措施
Pub Date : 2020-01-01 DOI: 10.25082/reie.2020.01.002
Safieh Javadinejad, R. Dara, F. Jafary
In this research, the catchment area of the Karkheh River has been investigated in order to investigate the relationship between the sediment and the effect of climate change on the phenomenon of microstrip. In the first step, to determine the relationship between the grains and sediments, it is necessary to determine the origin of sedimentation and its gradation. Accordingly, some sediment samples were taken from the river bed. Sediment aggregate size measurement is an important tool for studying its origin. Currently, for statistical purposes, many samples are used, but these methods are time-consuming and difficult. The size of the sediment in the study of origin, and its relationship with the micro-organisms, is an important factor. Therefore, the use of modern methods is essential. In the present study, the data of the sediment samples were introduced into the acetate gradient (statistical analysis program) to determine the texture and granulation of the sediment. The results showed that sand gravel texture is. Then sampling and testing on the microscopes showed that they are also of sandy origin, so it can be assumed that abrupt grafting of microspheres after sediment can cause sediment in the river. In addition, in order to investigate the effect of climate change on the micrographs, the relationship between three climatic parameters including rainfall, minima and relative humidity with the number of days with a rigorous refreshment for two years of 2015 and 2016 were analyzed. The results showed that, with increasing temperature and decreasing precipitation and relative humidity, the number of days with the coarse cutter increases, and as a result, it can be caused by sedimentation as part of sedimentation in the river.
本文以喀尔喀河流域为研究对象,探讨了气候变化对微带现象的影响与泥沙的关系。第一步,要确定颗粒与沉积物的关系,必须确定沉积的起源及其级配。因此,从河床上取了一些沉积物样本。泥沙团聚体粒度测量是研究其成因的重要工具。目前,为了统计目的,使用了许多样本,但这些方法既耗时又困难。沉积物的大小及其与微生物的关系是研究沉积物起源的一个重要因素。因此,使用现代方法是必不可少的。在本研究中,将沉积物样品的数据引入醋酸盐梯度(统计分析程序)来确定沉积物的质地和颗粒。结果表明:砂砾的纹理为。然后在显微镜下取样和测试表明它们也是砂质来源,因此可以假设微球在沉积后突然嫁接是导致河流沉积的原因。此外,为了研究气候变化对显微照片的影响,分析了2015年和2016年2年的降雨量、最小值和相对湿度3个气候参数与严格休整天数的关系。结果表明,随着温度的升高,降水和相对湿度的减少,粗刀出现的天数增加,这可能是河流沉积的一部分,是由沉积引起的。
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引用次数: 10
Hypsometric analysis of major glaciers of Shigar river basin in the Karakoram mountain range 喀喇昆仑山脉什邡河流域主要冰川的测高分析
Pub Date : 2019-09-30 DOI: 10.25082/reie.2019.01.006
S. Baig
Unique environment and multifaceted mountain geo-dynamics of Karakoram disguise the variations present in the hypsometries (frequency distribution of altitudes). We report hypsometry of mountain glaciers of Shigar river basin (with a 7046 km² land-covered area) in the Karakoram, to understand area-elevation relations of glacier environments and effects of magnitude of glaciated-area and location of Equilibrium Line Altitude (ELA). We apply a method based on histogram analysis of glacier hypsometry and a pixel-based regression tool on an updated version of glacier outlines. A big portion of the largest glaciated area (20.63%) of Shiger river basin lies between mixed (high velocity), net accumulation (low velocity) regime of horizontal zone and clean-dusty regime of vertical zone. The smallest glaciated area is found in the extreme ends of the high (in the net avalanche accumulation and low velocity zone and temperature below -18° C) and low (the mostly debris and clean dust-covered ice, net ablation and medium velocity area) altitudes. There are major differences in the hypsometry of the smallest and largest glaciers like except Panmah glacier, large portions of largest glaciers (e.g. Baltoro, Biafo and Chogo Lungma) lies at ELA. Smallest glaciated area lies in low altitudes may contribute melt-water significantly to Indus river rise due to their shorter response times as compared to larger glaciers. The high elevation precipitation may sustain the glaciers of this basin whose melt-waters, especially those from largest glaciers, in turn feed the Shigar river. This dependence of the river on glacial and ice melt is manifested in the huge seasonal variation in its flow.
喀喇昆仑独特的环境和多方面的山地地质动力学掩盖了海拔的变化(海拔的频率分布)。为了了解冰川环境的面积-海拔关系以及冰川面积大小和平衡线海拔位置的影响,我们报道了喀喇昆仑地区什邡河流域(陆地覆盖面积7046km²)山地冰川的海拔测量。我们应用了一种基于冰川测高直方图分析的方法和一种基于像素的回归工具来更新冰川轮廓。Shiger河流域最大的冰川面积(20.63%)很大一部分位于水平带的混合(高速)、净堆积(低速)区和垂直带的洁净尘沙区之间。最小的冰川区位于高海拔(净雪崩堆积和低速区,温度低于-18°C)和低海拔(主要是碎片和干净的尘封冰,净消融和中速区)的极端。最小和最大冰川的海拔高度存在重大差异,除了Panmah冰川外,最大冰川的大部分(如Baltoro、Biafo和Chogo Lungma)都位于ELA。海拔较低的最小冰川区可能会对印度河的上升产生显著的影响,因为与较大的冰川相比,它们的响应时间更短。高海拔的降水可能会维持该盆地的冰川,这些冰川的融水,特别是来自最大冰川的融雪,反过来又为喀什河提供水源。河流对冰川和冰川融化的依赖性表现在其流量的巨大季节变化上。
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引用次数: 2
Waste biomass gasification char derived activated carbon for pharmaceutical carbamazepine removal from water 废生物质气化炭衍生活性炭用于制药卡马西平的水中脱除
Pub Date : 2019-09-18 DOI: 10.25082/reie.2019.01.005
Ming-Ho To, P. Hadi, C. Hui, C. Lin, Tareq AI-Ansari, J. Saleem, P. Parthasarathy, G. Mckay
Carbamazepine (CBM), a widely occurring pharmaceutical, has been removed from water by upgrading a waste biomass char from a 300 MW biomass gasification power station plant operating in Indonesia. The fuel source is the waste residue palm kernel shell (PKS) after the palm oil extraction process constituting over one million tonnes per year. The resulting waste power station biomass char (CPKS) from the power station gasification process has been  converted into high quality activated carbon by carbon dioxide activation as a sequestration opportunity, at different temperatures ranging from 700 to 900°C for 1 or 1.5 hours. The highest BET surface area was 711.5 m2/g and this activated carbon was able to adsorb 1.14 mmol/g or 268.7 mg CBM/g. Equilibrium and kinetic studies have been undertaken.
卡马西平(Carbamazepine, CBM)是一种广泛存在的药物,通过对印度尼西亚运营的300兆瓦生物质气化发电厂的废弃生物质炭进行升级,从水中去除了这种药物。燃料来源是棕榈油提取过程后的废渣棕榈仁壳(PKS),每年超过100万吨。发电厂气化过程产生的废弃发电站生物质炭(CPKS)通过二氧化碳活化作为封存机会,在700至900°C的不同温度下进行1或1.5小时转化为优质活性炭。该活性炭的最大BET表面积为711.5 m2/g,吸附量为1.14 mmol/g或268.7 mg CBM/g。进行了平衡和动力学研究。
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引用次数: 3
Monitoring Earth's ionosphere by means of hardware-software complex using the GPS/GLONASS satellite systems 利用GPS/GLONASS卫星系统,通过软硬件结合的方式监测地球电离层
Pub Date : 2019-08-22 DOI: 10.25082/REIE.2019.01.004
V. Smirnov, E. Smirnova
Near real-time one-dimensional vertical electron density profiles are determined from GPS-derived total electron content (TEC) data by means of the iterative conjugate gradient projection method (CGP). Electron density profiles are determined in near realtime (within minutes of the time of measurement) from short time series of slant TEC (STEC) approximately 5 minutes. Measured STEC values are obtained from dual frequency data from a single GPS satellite at a single dual frequency receiver station. Both code-based TEC derived from the P-observable (Ptec) and phase-based TEC derived from the carrier phase observable (Ltec) are used in the solution. The CGP method addresses the ill-posed inverse problem of determining the electron density profiles from TEC measurements through the application of a side constraint to the acceptable solution. This is an iterative method which approximates the solution of a least squares problem through a converging sequence of solutions. The accuracy of the results is verified by comparison to electron density determined from the ionograms measured with Digisondes (Pushkov Institute of Terrestrial Magnetizm, Ionosphere and Radio Wave Propagation, Russian Academy of Science) located at Troizk, Moscow region (55.5N, 37.3E). The results of a hardware-software complex intended for monitoring the Earth's ionosphere according to navigation satellite systems are presented. The anomalous behavior of the critical frequency of the F2-layer ionosphere at latitudes 57-59 degrees observed in December 2014 is detected.
利用迭代共轭梯度投影法(CGP)从gps总电子含量(TEC)数据确定了近实时的一维垂直电子密度剖面。从大约5分钟的斜TEC (STEC)短时间序列中,可以近实时地(在测量时间的几分钟内)确定电子密度分布。测得的STEC值来自单个GPS卫星在单个双频接收站的双频数据。该解决方案使用了从p -可观测值(Ptec)衍生的基于代码的TEC和从载波相位可观测值(Ltec)衍生的基于相位的TEC。CGP方法通过对可接受的解施加侧约束来解决从TEC测量中确定电子密度分布的不适定逆问题。这是一种通过收敛的解序列逼近最小二乘问题解的迭代方法。通过与位于莫斯科地区(55.5N, 37.3E) Troizk的Digisondes(俄罗斯科学院普什科夫地磁、电离层和无线电波传播研究所)测量的电离图所确定的电子密度进行比较,验证了结果的准确性。本文介绍了一种用于根据导航卫星系统监测地球电离层的硬件-软件复合体的结果。对2014年12月观测到的57 ~ 59°纬度f2层电离层临界频率的异常行为进行了检测。
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引用次数: 0
Research on the processing technology of upgrading and reconstruction projects of the wastewater treatment plant in Jianfeng city 剑峰市污水处理厂升级改造工程处理技术研究
Pub Date : 2019-08-21 DOI: 10.25082/REIE.2019.01.003
Yong Peng, Guangxi Civil Exploration Detection Sichuan Branch, Yuqing Peng, R. Yang
The upgrading and reconstruction projects of the wastewater treatment plant(WWTP)in Leshan city are introduced,through investigation and analysis of the current situation of WWTP, while considering to meet water quality demands of effluent. The article presents the programs of Anoxic-Aerobic Membrane Bioreactor(A/O-MBR). Following an investigation and multiple upgrading of the plant, water quality reaches first grade A standard of Discharge Standard of Pollutants for Municipal Wastewater Treatment Plant (GB 18918-2002).
通过对乐山市污水处理厂现状的调查和分析,介绍了乐山市污水厂的升级改造工程,以满足出水水质要求。本文介绍了缺氧-好氧膜生物反应器(A/O-MBR)的设计方案。经过调查和多次升级改造,水质达到《城市污水处理厂污染物排放标准》(GB 18918-2002)一级甲等标准。
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引用次数: 0
Research progress and developing prospect of fly ash 粉煤灰的研究进展及发展前景
Pub Date : 2019-08-12 DOI: 10.25082/REIE.2019.01.002
Yuqing Peng, Runjin Yang
The perspectives of the quality and composition of fly ash.The comprehensive usage of fly ash hazard-free treatment and recycling of fly ash.The application of fly ash in construction,agriculture,industrial production,and environmental protection.The status quo and prospects of China’s comprehensive usage of fly ash.
粉煤灰的质量和成分展望。粉煤灰的综合利用无公害处理和粉煤灰的回收利用。粉煤灰在建筑、农业、工业生产和环境保护中的应用。我国粉煤灰综合利用的现状与展望。
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引用次数: 3
Pinch analysis, as a technique for optimising resource utilisation and promoting environmental sustainability: A review of recent case studies from the developing world and transition economies 捏点分析,作为优化资源利用和促进环境可持续性的技术:对发展中国家和转型经济体最近的案例研究的审查
Pub Date : 2019-07-10 DOI: 10.25082/REIE.2019.01.001
G. Venkatesh
Pinch analysis, as a technique to optimise the utilisation of resources, traces its beginnings to the 1970s in Switzerland and the UK – ETH Zurich and Leeds University to be more precise. Over four decades down the line, this methodology has entrenched itself in research circles around the world. While the technique was developed, to begin with, for energy (heat) recovery, it has since then expanded to embrace several other fields, and enabled optimisation of resource utilisation in general. The motive behind this article is to perform a focused, selective review of recent case studies from the developing world and transition economies, having ‘pinch analysis’ in their titles and thereby as their ‘core, crux and gist’, during the period 2008-2018. The resources focused on, include heat energy, electrical energy, water, solid waste, money, time, land (surface area), storage space (volume), human resources, mass of resources in general and hydrogen, while a handful of publications have their focus on carbon dioxide (greenhouse gases in general) emissions. Multi-dimensional pinch analysis promises to be an effective tool for sustainability analysis in the years to come; most importantly in the developing world where social well-being and economic development are priorities in the years ahead, and they ought to be attained by a simultaneous truncation of the environmental footprint, in other words, an optimisation of resource utilisation as well as adverse environmental impacts. In other words, the focus ought to be on sustainable production (efficiency) and consumption (sufficiency).
捏点分析作为一种优化资源利用的技术,其起源可以追溯到20世纪70年代的瑞士和英国——更准确地说,是苏黎世联邦理工学院和利兹大学。经过40多年的发展,这种方法已经在世界各地的研究界站稳了脚跟。虽然该技术最初是用于能源(热)回收的,但从那时起,它已经扩展到其他几个领域,并实现了总体上的资源利用优化。本文背后的动机是对2008-2018年期间发展中国家和转型经济体的最新案例研究进行有针对性的、有选择性的审查,并在其标题中进行“掐点分析”,从而作为其“核心、关键和要点”。关注的资源包括热能、电能、水、固体废物、金钱、时间、土地(表面积)、存储空间(体积)、人力资源、一般的资源质量和氢气,而少数出版物则关注二氧化碳(一般的温室气体)排放。多维捏点分析有望成为未来可持续性分析的有效工具;最重要的是在发展中世界,社会福利和经济发展是未来几年的优先事项,它们应该通过同时截断环境足迹来实现,换句话说,优化资源利用以及不利的环境影响。换句话说,重点应该放在可持续生产(效率)和消费(充足)上。
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引用次数: 5
期刊
资源环境与信息工程(英文)
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