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Production of Biodiesel from a mixture of Karanja and Linseed oils: Optimization of process parameters 从卡拉尼亚和亚麻籽油的混合物中生产生物柴油:工艺参数的优化
Pub Date : 2016-01-01 DOI: 10.5829/IDOSI.IJEE.2016.07.01.03
S. Mohite, Sudhir Kumar, S. Maji, A. Pal
Biodiesel production Oil mixture Process yield Transesterification reaction A B S T R A C T Karanja and linseed are the potential non-edible oil crops which can be used for the biodiesel production. The main objective of this study is to find out the feasibility of using a mixture of karanja oil and linseed oil to produce biodiesel. Karanja oil has high amount of free fatty acid in it and linseed oil has low amount of free fatty acid content. Karanja biodiesel is produced by two step esterification/transesterification process which is costly, health hazardous & corrosive due to use of concentrated acids. Linseed biodiesel can be produced by alkali-base transesterfication which is much faster and gives higher yield than acid-base transesterification. A production method is developed to produce biodiesel from the mixture of karanja and linseed oil which is faster, safer and non-corrosive. The yields in the range of 68.2 to 78.9% have been achieved with varying different parameters like molar ratio, stirring time, mixture ratio and amount of catalyst. Optimum parameters are also established to achieve maximum biodiesel yield from the transesterification of a mixture of linseed and karanja oils.
混油工艺产率酯交换反应A B S T R A C T油菜和亚麻籽是有潜力用于生物柴油生产的非食用油料作物。本研究的主要目的是找出利用卡拉尼亚油和亚麻籽油的混合物生产生物柴油的可行性。卡拉尼亚油中游离脂肪酸含量高,亚麻籽油中游离脂肪酸含量低。Karanja生物柴油是通过两步酯化/酯交换工艺生产的,该工艺成本高,对健康有害,并且由于使用浓酸而具有腐蚀性。碱酯交换法制备亚麻籽生物柴油比酸碱酯交换法速度快,产率高。提出了一种以亚麻籽油和甘露油为原料,快速、安全、无腐蚀性地生产生物柴油的生产方法。在不同的摩尔比、搅拌时间、混合比和催化剂用量等参数下,反应得率在68.2 ~ 78.9%之间。还建立了最佳参数,以实现最大的生物柴油产量从亚麻籽和卡拉尼亚油的混合物酯交换。
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引用次数: 5
Evaluation of Effective Operational Cycle Time and Bioprocess Parameters in a Sequential Batch Reactor for Efficient Organic and Nutrient Removal from Domestic Sewage 序批式反应器高效去除生活污水中有机物和营养物的有效运行周期时间和生物工艺参数评价
Pub Date : 2015-10-01 DOI: 10.5829/idosi.ijee.2015.06.04.08
Sandip Magdum, S. Varigala, Yogesh N. Patil, Gauri Minde, J. Bornare, V. Kalyanraman
Cycle time Organic Loading rate Nitrogen removal Phosphate removal Wastewater treatment sequential batch reactor A B S T R A C T Anaerobic, anoxic and aerobic environment can be simulated in the single stage sequential batch reactor (SBR) . Various design conditions viz., combinations of different phase time and different cycle time, hydraulic residence time (HRT), substrate loading rate, sludge age (SRT) and aeration time were analyzed for optimum biological treatment. The pilot runs were evaluated with the design conditions of food/microbe ratio (F/M) 0.2 per day and MLSS of 4950 mg/L. For the given design conditions 4, 5 and 6 hours cycle lengths were analyzed for their efficient performance with 30-33% of decant volume for sewage containing C:N:P of 100:8:2. Studies on 4 hours cycle resulted in the maximum overall organic and nutrient removal efficiency at SRT of 26 days and HRT of 12 hours. Efficient sequencing of reactions with respect to the simulated biological conditions in the pilot plant studies resulted in better oxygen recovery and low power consumption. Also, the enforced biological selector phase condition resulted in high microbial reaction rates for organic and nutrient removal. The removal efficiencies with 4 hours cycle time of COD, nitrogen (NH4–N) and phosphate (PO4–P) were 90, 92 and 78%, respectively. This study offers a potential option of low HRT nutrient removal SBR process.
单级序批式反应器(SBR)可模拟厌氧、缺氧、好氧环境。分析了不同阶段时间和不同循环时间、水力停留时间(HRT)、基质负荷率、污泥年龄(SRT)和曝气时间的组合等设计条件,以获得最佳的生物处理效果。以食物/微生物比(F/M) 0.2 / d、MLSS 4950 mg/L为设计条件进行中试。在给定的设计条件下,对C:N:P为100:8:2的污水,在30-33%的滗液体积下,4、5和6小时的循环时间进行了高效性能分析。在4小时周期的研究中,在SRT为26天和HRT为12小时时,总体有机和营养去除效率最高。在中试工厂研究中,对模拟生物条件下的反应进行了有效的排序,从而提高了氧气回收率,降低了功耗。此外,强制的生物选择相条件导致有机物和营养物去除的微生物反应率很高。循环时间为4 h时,COD、氮(NH4-N)和磷酸盐(PO4-P)的去除率分别为90%、92%和78%。本研究提供了低HRT SBR工艺去除营养物的潜在选择。
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引用次数: 0
Performance and emission characteristic of distilled technical cashew nut shell liquid stabilized triglyceride biofuel. 蒸馏技术腰果壳液体稳定甘油三酯生物燃料的性能和排放特性。
Pub Date : 2015-10-01 DOI: 10.5829/idosi.ijee.2015.06.04.06
S. Sanjeeva, C. Nair, Gopalakrishna Mangalore Kini, P. Subbarao, S. Ramamoorthy, C. Barrow, P. K. Pullela
Biodiesel Cashew nut shell oil Diesel fuel additive Jatropha Diesel engine Tallow oil Triglycerides A B S T R A C T Crops such as Jatropha and Pongamia are being grown exclusively for biofuel production. An alternative approach is to grow a food crop and use the waste material for biofuel. Distilled technical cashew nut shell liquid (DT-CNSL) can be used as a non-transesterified biofuel and can also act as an additive to enable vegetable oil triglycerides to be used directly with diesel. In this study we evaluate the emission and performance characteristics of blends of vegetable and tallow oils stabilized in diesel with DT-CNSL. It was found, DT-CNSL can be used as an excellent biofuel additive. Triglycerides is directly blended with diesel in the presence of DT-CNSL and then used in conventional diesel engines. DT-CNSL blends of diesel obey emission and performance parameters of diesel. DT-CNSL offers stability to blends of tallow oil in diesel and the saturated nature of triglycerides seems to be not an issue and there is no formation of precipitates or solidification at 10 o C. This publication demonstrates the use of both tallow oil and plant oils as direct blends of diesel without transesterification in the presence of DT-CNSL.
生物柴油腰果壳油柴油燃料添加剂麻风树柴油发动机牛油甘油三酯A B S T R A C T诸如麻风树和桐树等作物是专门用于生物燃料生产的。另一种方法是种植粮食作物,并将废料用作生物燃料。蒸馏技术腰果壳液(DT-CNSL)可以用作非酯交换生物燃料,也可以作为添加剂,使植物油甘油三酯直接与柴油一起使用。在这项研究中,我们评估了植物油和牛油在柴油中稳定的混合物的排放和性能特性。结果表明,DT-CNSL可作为一种优良的生物燃料添加剂。甘油三酯在DT-CNSL的存在下直接与柴油混合,然后用于传统柴油发动机。DT-CNSL混合柴油符合柴油的排放和性能参数。DT-CNSL为柴油中油脂的混合物提供了稳定性,甘油三酯的饱和性质似乎不是问题,并且在10℃下没有形成沉淀或凝固。本出版物演示了在DT-CNSL存在下使用油脂和植物油作为柴油的直接混合物而不发生酯交换。
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引用次数: 2
Assessment of Pollution in Sidi M'Hamed Benali Lake (Algeria) Based on Bioindicators and Physicochemical Parameters 基于生物指标和理化参数的阿尔及利亚Sidi M'Hamed Benali湖污染评价
Pub Date : 2015-08-30 DOI: 10.5829/IDOSI.IJEE.2015.06.04.09
Naima El Badaoui, Youcef Amar, C. Joaquim-Justo, B. Djahed, H. Ammar, R. Benosman, J. Thomé
A B S T R A C T This study was carried out to investigate the degree, the nature and the origin of pollution in Sidi M’hamed Benali Lake using the physicochemical parameters, saprobic index and cladocerans. For this purpose, water and zooplankton sampling was collected from six sites in lake during five seasons. The average seasonal values of physicochemical parameters showed that the lake undergoes a slight anthropogenic and natural pollution in the dry and wet periods. Presence of certain toxic substances (CN , Cr, Ni) require us to be more careful in irrigation, bathe and the consumption of fishes of that reservoir. Overall, oligo-mesosaprobic to beta-mesosaprobic rotifers have been prevailing in all five seasons indicating that the water was slightly or moderate polluted. The presence of Bosmina longirostris, Daphnia longispina, Daphnia cuculata, Daphnia ambiga and Sididae diaphonosoma brachyrum indicate bacterial contamination with the intense development of the phytoplankton in the lake, especially in springs and summer. Pearson correlation analysis revealed significant correlation between all of the physicochemical parameters. However, it revealed no significant correlation between zooplanktons occurrence and the majority environmental variables values. In present investigation, the Lake water is relatively little exposed to pollution and does not undergo strong organic pollution. doi: 10.5829/idosi.ijee.2015.06.04.09
本文利用理化参数、腐殖指数和枝海类对西迪M’hamed Benali湖的污染程度、污染性质和污染来源进行了研究。为此,研究人员分五个季节在湖泊的六个地点采集了水和浮游动物样本。理化参数的季节平均值表明,干湿期湖泊受到轻微的人为污染和自然污染。某些有毒物质(CN、Cr、Ni)的存在要求我们在灌溉、洗澡和食用该水库的鱼类时更加小心。总体而言,在所有五个季节中,低中粗轮虫到中粗轮虫都普遍存在,这表明水受到轻微或中度污染。长尾水蚤、长尾水蚤、水蚤、双歧水蚤和短尾水蚤的存在表明,随着湖泊浮游植物的强烈发展,特别是在春季和夏季,湖水中存在细菌污染。Pearson相关分析显示,各理化参数之间存在显著相关。然而,浮游动物的发生与大多数环境变量值之间没有显著的相关性。在目前的调查中,湖泊水体受污染程度相对较低,没有受到强烈的有机污染。doi: 10.5829 / idosi.ijee.2015.06.04.09
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引用次数: 2
Effect of biodiesel blend on exhaust emission and engine performance of diesel dual fuel engine. 混合生物柴油对柴油双燃料发动机废气排放及发动机性能的影响。
Pub Date : 2015-07-01 DOI: 10.5829/idosi.ijee.2015.06.03.01
R. Mohsin, Z. A. Majid, A. H. Shihnan, N. S. Nasri, Z. Sharer
In this study, four main types of fuel such as pure Diesel, Biodiesel, Diesel Dual Fuel (DDF), and Biodiesel with DDF were employed to obtain the comparison of the engine performance and emission parameter. The use of compressed natural gas (CNG) in diesel engines can be considered as one of the optimum alternative solution for reducing fuel consumption rate. CNG can partly replace diesel fuel in the combustion chamber, while the remaining diesel is used as a testing fuel. The biodiesel employed in this research was extracted from waste cooking oil which was provided by Forest Research Institute of Malaysia (FRIM). The results of the engine tests showed that an increase in biodiesel percentage in the testing fuel compound resulting in the reduction of the engine power. Biodiesel used with CNG (B20-DDF) showed a better result of engine torque compared to other types of fuel tested. It was recorded from this particular work research that, when the composition of the biodiesel in the fuel increased, the inherent biodiesel properties like NOx emissions seemed to decrease; however, unburnt hydrocarbon (HC) was found to increase due to incomplete combustion of biodiesel fuel compound. doi: 10.5829/idosi.ijee.2015.06.03.01
本研究采用纯柴油、生物柴油、双燃料柴油(DDF)和含DDF的生物柴油四种主要燃料进行发动机性能和排放参数的比较。在柴油机中使用压缩天然气(CNG)可以被认为是降低燃油消耗率的最佳替代方案之一。CNG可以部分替代燃烧室中的柴油,而剩余的柴油则用作测试燃料。本研究中使用的生物柴油是从马来西亚森林研究所(FRIM)提供的废食用油中提取的。发动机试验结果表明,测试燃料化合物中生物柴油百分比的增加会导致发动机功率的降低。与其他类型的燃料相比,使用CNG (B20-DDF)的生物柴油显示出更好的发动机扭矩结果。从这项特别的工作研究中记录到,当燃料中生物柴油的成分增加时,生物柴油的固有特性,如氮氧化物排放似乎减少;然而,由于生物柴油燃料化合物的不完全燃烧,未燃烧烃(HC)增加。doi: 10.5829 / idosi.ijee.2015.06.03.01
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引用次数: 4
Kinetic studies of Safranin-O removal from Aqueous Solutions using Pineapple Peels 菠萝皮去除水溶液中红花素o的动力学研究
Pub Date : 2015-07-01 DOI: 10.5829/idosi.ijee.2015.06.03.04
Mohammed Yusuf, F. Elfghi, S. Mallak
This study aimed to investigate how safranin-O can be removed from aqueous solutions by adsorption on pineapple peels. The effect of solution pH, initial dye concentration, contact time and adsorbent dose were studied. The optimum adsorption capacity of 26.08 mg/g was achieved under the experimental condition of pH, temperature and contact time of 6, 293K and 80 min, respectively. Also further analysis revealed that 93.24% of safranin-O was significantly removed at 120 mg/L dye concentration in 80 minutes contact time. From the result of the isotherm studies, it was revealed that the equilibrium data is well fitted to Freundlich model while the adsorption kinetic data showed that the adsorption process was well described by the pseudo-second order kinetic model. Finally, it can be deduced that pineapple peels had a great potential in adsorbing and removal of safranin-o from aqueous solution.
本研究旨在探讨菠萝皮吸附法如何去除水溶液中的红花素o。考察了溶液pH、初始染料浓度、接触时间和吸附剂用量对吸附效果的影响。在pH、温度和接触时间分别为6、293K和80 min的实验条件下,吸附量为26.08 mg/g。进一步分析发现,当染料浓度为120 mg/L、接触时间为80 min时,红花素- o的去除率为93.24%。等温线研究结果表明,吸附平衡数据符合Freundlich模型,吸附动力学数据符合拟二级动力学模型。最后,可以推断出菠萝皮在吸附和去除水溶液中的红花素o方面具有很大的潜力。
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引用次数: 15
Сrack Branching in Catastrophic Fractures of Metal Structures and Environmental Damages Сrack金属结构突变断裂与环境破坏中的分支
Pub Date : 2015-04-01 DOI: 10.5829/idosi.ijee.2015.06.02.04
A. Alexeev, A. Syromyatnikova, K. N. Bolshev, A. M. Bol’shakov, A. R. Ivanov
A B S T R A C T In this article, fracturing in large-scale metal structures such as main gas pipelines, fuel and oil tanks operated in Arctic were investigated. It is shown that catastrophic accidents involved in large thinwalled metal structures in large diameter pipelines, tanks and pressure vessels. The fractures occurred not only due to stretch propagation of brittle or viscous fractures, but also followed branching that leads to fragmented fractures with simultaneous movement of many cracks. The character of the fracture depends on the level of the fracture strength. At high levels cracks propagated at a high speed by a mechanism of separation; as a result of crack branching fragment damage occurred. At low level, cracks propagate at a low speed by a cutting mechanism; that does not cause extensive fracturing. The cracks may cause structural and environmental damages.
本文对北极地区主要天然气管道、燃料罐和油罐等大型金属结构的压裂进行了研究。研究表明,大型薄壁金属结构在大直径管道、储罐和压力容器中发生灾难性事故。裂缝的发生不仅是由于脆性或粘性裂缝的拉伸扩展,而且还会发生分支,导致多条裂缝同时移动而形成破碎断裂。断裂的性质取决于断裂强度的高低。在高水平处,裂纹通过分离机制高速扩展;由于裂纹分支而产生破片损伤。在低水平,裂纹通过切削机制低速扩展;这不会造成大面积的破裂。这些裂缝可能会对结构和环境造成破坏。
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引用次数: 0
Crude and Pure Bioflocculants Produced from Bacillus subtillis for Low Concentration of Copper (Cu2+) Removal 枯草芽孢杆菌制备的粗、纯生物絮凝剂对低浓度铜(Cu2+)的去除
Pub Date : 2015-04-01 DOI: 10.5829/idosi.ijee.2015.06.02.05
Azmi, I. Norli, Z. A. Farehah, S. A. Ishak, M. N. S. Norfariha, A. T. Azieda
Copper Bacillus subtillis Crude bio flocculants Pure bio flocculants A B S T R A C T Heavy metals can be found abundantly in earth and being utilized as sources for human being usage. One of the most frequently utilized metals use was copper. Copper was used as a conductor for electrical and electronically product, battery productions, utensils and ornamental purposes due to their conductivity and malleability. Even though copper was very important for human being, excessive exposure of copper to the environment would lead to environmental problems. Since copper possessed an ability to be accumulated into the environment and enter the food chain, efficient techniques to remove copper from wastewater are vital. This paper was focused on biological approaches to remove copper from wastewater using bio flocculants produced by Bacillus subtillis. Important factor such as pH, concentrations of inorganic salt, bio flocculants dosage and initial concentrations of copper were also being studied since copper removal was very dependable on stated variables. Best pH operated for pure bio flocculants was recorded at pH of 6, with 2 mL CaCl2 and 5 g/L dosage of pure bio flocculants for 2, 3, 4 and 5 mg/L initial concentrations of copper. While the best pH operated for crude bio flocculants was recorded at pH 4, with 2mL CaCl2 and 2 and 5 mg/L initial concentrations of copper.
粗生物絮凝剂纯生物絮凝剂A、B、S、T、R、A、C、T重金属在土壤中含量丰富,可作为人类利用的资源。最常用的金属之一是铜。由于铜的导电性和延展性,它被用作电气和电子产品、电池生产、器皿和装饰用途的导体。尽管铜对人类非常重要,但过量的铜暴露在环境中会导致环境问题。由于铜具有积聚到环境中并进入食物链的能力,因此从废水中去除铜的有效技术至关重要。研究了利用枯草芽孢杆菌生产的生物絮凝剂去除废水中铜的生物方法。由于铜的去除非常依赖于所述变量,因此还研究了诸如pH值、无机盐浓度、生物絮凝剂用量和铜的初始浓度等重要因素。记录了纯生物絮凝剂运行的最佳pH值为pH为6,CaCl2为2 mL,纯生物絮凝剂用量为5 g/L,初始铜浓度为2、3、4和5 mg/L。粗絮凝剂的最佳pH值为pH 4, CaCl2为2mL,铜初始浓度为2和5mg /L。
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引用次数: 6
Design, Development and Testing of a Combined Savonius and Darrieus Vertical Axis Wind Turbine 萨沃纽斯和达瑞厄斯联合垂直轴风力涡轮机的设计、开发和测试
Pub Date : 2015-01-01 DOI: 10.5829/IDOSI.IJEE.2015.06.01.02
M. Abid, K. Karimov, H. Wajid, F. Farooq, H. Ahmed, O. H. Khan
With a growing focus on renewable energy, interest in design of wind turbines has also been expanding. In today’s market, the horizontal axis (windmill) turbine is the most common type in use; but, vertical axis (Darrieus) turbines have certain advantages. Darrieus turbines, which are liftdriven, have a higher power potential than the horizontal, or drag-driven turbines. The main flaw with their design is their inability to self-start. Darrieus turbines require an external energy source to bring the device to a minimum rotational speed. This paper presents design, construction and testing of a vertical axias (Darrieus) wind turbine with 3 blades, starting solely from the low energy of the wind. A separate drag device (Savonius type turbine) on the top of an existing Darrieus turbine was mounted to make the turbine self start at low wind speed. The cut-in speed of the turbine was 3 m/s, cut-off speed was 20 m/s and power obtained was 50 Watts at wind velocity of 6 m/s. The testing with primiarly available permanent magnetic generator sponsored by industry resulted in 35 Watts at 9m/s. doi: 10.5829/idosi.ijee.2015.06.01.02
随着对可再生能源的日益关注,人们对风力涡轮机设计的兴趣也在不断扩大。在今天的市场上,水平轴(风车)涡轮机是使用中最常见的类型;但是,垂直轴(Darrieus)涡轮机有一定的优势。Darrieus涡轮机是升力驱动的,比水平或拖动驱动的涡轮机具有更高的功率潜力。它们设计的主要缺陷是无法自动启动。达瑞厄斯涡轮机需要一个外部能源来使设备达到最低转速。本文介绍了一种垂直轴(Darrieus)三叶片风力涡轮机的设计、建造和测试,完全从低能量的风开始。在现有的Darrieus涡轮机的顶部安装了一个单独的拖动装置(Savonius型涡轮机),使涡轮机在低风速下自启动。风机的切断速度为3m /s,切断速度为20m /s,在风速为6m /s时获得的功率为50瓦。用工业赞助的初步可用的永磁发电机进行测试,结果是在9m/s下产生35瓦的功率。doi: 10.5829 / idosi.ijee.2015.06.01.02
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引用次数: 26
Monitoring Bioenvironmental Impacts of Dam Construction on Land Use/Cover Changes in Sattarkhan Basin Using Multi Temporal Satellite Imagery 基于多时相卫星影像的萨塔汗流域大坝建设对土地利用/覆被变化的生物环境影响监测
Pub Date : 2015-01-01 DOI: 10.5829/IDOSI.IJEE.2015.06.01.08
L. Sharifi, S. Kamel, B. Feizizadeh
doi: 10.5829/idosi.ijee.2015.06.01.08 bridges and roads). In the course of carrying out these activities, the environment is degraded and thereby damaging the ecosystem and the landscape, and offsetting the already fragile ecological balance [1]. Obviously, LUCC studies provide a great and significance information to strengthen the protection of land resources, determent unreasonable exploitation, improve ecological environment and promote integration development [2]. In order to monitor the LUCC during time, Earth Observation satellite images provide a powerful methodology for assigning the trends of LUCC by means of comparing time series of satellite images to recognize the LUCC. Remote sensing technology has greatly facilitated investigation and monitoring of LUCC [3]. One of the major advantages of remote sensing system is its capability for repetitive coverage, which is necessary for change detection studies at global and regional scales. Jenson has suggested that detection L. Sharifi1, S. Kamel2*, B. Feizizadeh3 Please cite this article as: L. Sharifi, S. Kamel, B. Feizizadeh, 2015. Monitoring Bioenvironmental Impacts of Dam Construction on Land Use/Cover Changes in Sattarkhan Basin Using Multi-Temporal Satellite Imagery , Iranica Journal of Energy and Environment, 6 (1): 39-46. *Corresponding author: Samira Kamel. E-mail: s.kamel66@yahoo.com Phone: 09148449651 Monitoring Bioenvironmental Impacts of Dam Construction on Land Use/Cover Changes in Sattarkhan Basin Using Multi-temporal Satellite Imagery INTRODUCTION Dam construction has caused pressure upon land use/land cover change (LUCC) which is a major cause of bio-environmental changes. In this paper, the environmental impacts of Sattarkhan dam construction from 1987 to 2010 were monitored and recent changes are analyzed, using the Landsat Thematic Mapper (TM) and Enhanced Thematic Mapper plus (ETM+) images of 1987 and 2010; the time before and after the dam construction. The methodology consists of two main stages. In the first stage, image process techniques were employed to classify satellite images using the postclassification comparison change detection method. Results indicate that irrigated agriculture, bare lands, and dry agriculture were reduced in the study period, while water bodies and built-up areas increased. Based on this finding, significant changes in land use/land cover have occurred in Sattarkhan dam basin. In the second stage the bioenvironmental indices were applied to evaluate the bioenvironmental impacts of LUCC and it revealed that the maximum detrimental indices were concerned with conversion of agricultural land use and orchards to built-up lands and water bodies. As an overall evaluation, dam construction has a positive impacts rather than negative environmental impacts. Land use/land cover change (LUCC) detection is considered as one of the significant and fundamental techniques for evaluation of the bioenvironmental effects. Evaluating LUCC is necessary for na
同样,Rostamzadeh[13]利用1987年至2002年期间的ETM和TM卫星图像研究了Sattakhan大坝的生物环境效应。本文对1987 ~ 2002年沙塔汗大坝及其河道建设引起的土地利用变化进行了监测,并对其生物环境效应进行了评价。在本研究中,我们的目标是利用遥感和GIS技术确定Sattarkhan流域大坝建设影响下土地利用与土地覆盖变化的趋势、速率、性质、位置和程度。我们还旨在评估土地利用变化对环境和社会经济的影响。为了实现这一目标,对Sattarkhan大坝流域的多时相卫星数据集进行了分析,以了解土地利用变化是驱动因素的结果。Sattarkhan大坝建于1998年,为该地区提供饮用水、灌溉、采矿和工业用水。这座大坝占地面积950平方米。这座大坝是主要的大坝之一,对农业活动,特别是果园活动很重要。研究主要集中在两个方面:(1)利用分级后对比变化检测方法估算研究区1987 - 2010年(即大坝建设前后)的土地利用变化;(2)利用有害指数分析这些变化对研究区生物环境的影响。基于1987—2010年TM和ETM+影像,在GIS的支持下,分析了研究区土地利用格局的时空变化,为进一步研究土地利用变化的驱动因素和变化机制提供了依据。材料与方法数据集与预处理监督分类图像分类的原理是,通过与特征空间中的预定义聚类进行比较,将一个像素根据其特征向量分配到一个类中。对所有图像像素这样做会得到一个分类图像[15]。经典的图像分类方法是根据图像中的光谱信息对遥感图像进行分类,分类方式是“逐像元”,一个像元只能属于一个类。在基于像素的分类中,传统的分类方法有两种:监督分类和监督分类。研究区域和目的研究区域为阿哈拉柴亚盆地的萨达拉罕坝盆地。该地区位于东阿塞拜疆省伊朗西北部(见图1)。本研究使用TM和ETM+卫星图像(见图2和图3)。TM图像采集于1987年7月19日,Landsat ETM+数据采集于2010年8月14日。为了在第一步开始数据处理,我们对卫星图像进行了地理参考处理。为此,5万张地形图被用来选择22个地面控制点,并对卫星图像进行几何校正。卫星图像进行了地理参考,并投射到WGS84的通用横向墨卡托(UTM) 38区。估计结果的均方根误差(RMSE)为0.47像素,这是一个可接受的误差[14]。当很少或没有关于土地覆盖类型分布的外部信息时,使用无监督分类。无监督分类的结果是光谱类。它是由分析人员使用参考数据[17]将光谱类与土地覆盖类型关联起来。土地利用/土地覆盖的变化涉及使用至少两个时期的数据集[b]。利用当前和存档的遥感数据[5]可以实现研究自然/人类活动可能引起的土地利用/土地覆盖变化的实用方法。由于有了非常高的空间、光谱和时间分辨率的多传感器卫星数据,现在可以用更短的时间、更低的成本和高精度编制最新和准确的土地利用/土地覆盖地图。中国环境科学学报(自然科学版),36 (1):444 - 444,2015研究区域位置:a)伊朗,b)东阿塞拜疆省,c) Ahar县,d) Sattarkhan大坝1987年TM卫星图像的假彩色表示图3。在我们的研究中,我们通过指定图像中存在的各种土地覆盖类型的计算机算法和数值描述符,使用监督分类。定义了描述土地覆盖类别的典型光谱模式的训练样本。图像中的像素与训练样本进行数值比较,并标记为具有相似特征的土地覆盖类。我们在图像区域内使用了15个野外采集的光谱训练点,代表了7种不同的土地利用类型。实地数据于2010年收集。 土地利用类型为裸地、果园、水体、建设用地、旱作/雨养农业、灌溉农业
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引用次数: 5
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iranica journal of energy and environment
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