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Development and investigation of a pollutants emission reduction process from a coal-gasification power plant integrated with fuel cell and solar energy 燃料电池与太阳能相结合的煤气化电厂污染物减排工艺的开发与研究
4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad093
Doni Tri Putra Yanto, Ravil Akhmadeev, Hassan Salman Hamad, Ahmed Hussien Radie Alawadi, Abror Bozarboyevich Abdullayev, Rosario Mireya Romero-Parra, Hadi Fooladi
Abstract Even though coal resources are the most abundant among fossil fuels, coal-fired plants release large amounts of greenhouse gases into the atmosphere. In this regard, reducing environmental challenges and crises caused by coal burning can be a promising option to reduce today's crises in the energy field. The integration of coal-fired plants with renewable-driven energy systems can simultaneously improve thermodynamic performance and reduce pollutants emission rates. This article presents the thermodynamic and pollutant emission investigations of a new coal-fired plant coupled with a linear Fresnel solar collector (LFSC)-driven solar unit, a parabolic trough solar collector (PTSC)-driven solar unit, a high-temperature fuel cell stack (molten carbonate fuel cell stack [MCFCS]) and a heat recovery system (based on the steam turbine and gas turbine-based power cycles). The plant is able to produce electricity and hot water (HW). The main structure of the offered plant is based on coal, whereas, is coupled with renewables-based cycles to mitigate environmental impacts. The plant could generate ~ 207 MW of power and 3728 m3/h of HW. In such conditions, the energy efficiency of 73.1% and exergy efficiency of 44.18% could be achievable. Further, the emitted gas rates of the plant were nearly 403 tons/h. A comprehensive comparison is also presented for the plant's behavior under different types of coal (petcoke and anthracite). In addition, a two-function optimization is developed to determine the maximum value of exergy efficiency and the minimum value of total pollutants emission rate.
尽管煤炭是化石燃料中资源最丰富的,但燃煤电厂向大气中排放了大量的温室气体。在这方面,减少燃煤造成的环境挑战和危机可能是减少当今能源领域危机的一个有希望的选择。燃煤电厂与可再生能源系统的整合可以同时改善热力学性能并降低污染物排放率。本文介绍了一种新型燃煤电厂的热力学和污染物排放研究,该电厂采用线性菲涅耳太阳能集热器(LFSC)驱动的太阳能单元、抛物槽太阳能集热器(PTSC)驱动的太阳能单元、高温燃料电池堆(熔融碳酸盐燃料电池堆[MCFCS])和热回收系统(基于蒸汽轮机和燃气轮机的动力循环)。该工厂能够生产电力和热水。提供的工厂的主要结构是基于煤炭的,然而,与可再生能源循环相结合,以减轻对环境的影响。该电站可发电约207兆瓦,发电功率为3728立方米/小时。在此条件下,可实现73.1%的能源效率和44.18%的火用效率。此外,该工厂的气体排放量接近403吨/小时。并对不同类型煤(石油焦和无烟煤)下的电厂性能进行了全面比较。此外,还提出了一种双函数优化方法,以确定火用效率的最大值和总污染物排放率的最小值。
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引用次数: 0
Bilinear Integrable soliton solutions and carbon emission rights pricing 双线性可积孤子解与碳排放权定价
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctac120
Xing Yang, Jun-long Mi, Yue Zeng, Wen-bo Wei
Pricing carbon emission rights and other financial assets using the soliton theory is a pioneering attempt. In this study, we investigated the pricing of carbon emission rights according to the basic attributes of solitons, whose amplitude and velocity remain unchanged after a collision. First, we showed that the price fluctuation in the sequence of carbon emission rights possesses the characteristics of a soliton, such as non-dispersion while spreading and being stable after a collision. With a variation in the time scale, the waveform and velocity of the carbon price movement did not change with its translation in the same direction. Second, we demonstrated that the carbon soliton equation passes the $Painlevacute{e}$ test for integrability. Moreover, at the resonance point, there exists an arbitrary function ${u}_j(t)$ of $t$ in which the compatibility condition always holds. This indicates the existence of soliton solutions to the carbon soliton equation. Third, the exact solutions of single-soliton, two-soliton and three-soliton equations were obtained by using a nonlinear evolution equation constructed with a bilinear method. In the three soliton solutions, only the single-soliton solution is the central value of the carbon emission rights and its theoretical value is 13 Euro/tCO2e.
利用孤子理论为碳排放权和其他金融资产定价是一种开创性的尝试。本文根据碰撞后振幅和速度保持不变的孤子的基本属性,研究了碳排放权的定价问题。首先,我们证明了碳排放权序列的价格波动具有孤子的特征,即在扩散时不色散,碰撞后稳定。随着时间尺度的变化,碳价格运动的波形和速度不随其同一方向的平移而变化。其次,我们证明了碳孤子方程通过了$Painlevacute{e}$可积性检验。而且,在谐振点处,存在一个任意函数${u}_j(t)$,其相容条件总是成立。这表明碳孤子方程存在孤子解。利用双线性方法构造的非线性演化方程,得到了单孤子、双孤子和三孤子方程的精确解。在三个孤子解中,只有单孤子解是碳排放权的中心值,其理论值为13欧元/tCO2e。
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引用次数: 0
Experimental investigations on the thermal characteristics of a multi-functional air-conditioner 多功能空调热特性的实验研究
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctac132
Fu Qiu, Juanli Du, Taoping Xu
This paper presents a novel schematic diagram of a multi-functional air-conditioner (NMFAC) with four operating modes to enhance energy efficiency and increase equipment utilization. A prototype was designed to test the performances according to Chinese condition standards. The results indicated that the NMFAC could run reliably all year round. In summer and winter, the space cooling and heating capacity were in normal ranges, with an average space cooling performance (COPsc) and heating performance (COPsh) of 2.73 and 3.58, respectively. In the water-heating only mode in season and out of season, the mean water heating performance (COPwh) varied from 2.97 to 4.2 under typical conditions as hot water was heated from 15 °C to 55 °C. In condensing heat recovery mode, the average COPwh and COPsc were 4.54 and 4.30, respectively, and the overall performance (COPcw) was up to 8.84.
为提高能效和设备利用率,提出了一种具有四种运行模式的多功能空调(NMFAC)的原理图。设计了一架原型机,根据中国条件标准测试性能。结果表明,NMFAC可以全年可靠运行。夏季和冬季,空间制冷量和制热能力处于正常范围,平均空间制冷性能(COPsc)和制热性能(COPsh)分别为2.73和3.58。在季节和非季节单水加热模式下,当热水从15℃加热到55℃时,典型条件下的平均水加热性能(COPwh)在2.97 ~ 4.2之间变化。在冷凝热回收模式下,平均COPwh和COPsc分别为4.54和4.30,综合性能(COPcw)高达8.84。
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引用次数: 0
Daily consumption monitoring method of photovoltaic microgrid based on genetic wavelet neural network 基于遗传小波神经网络的光伏微电网日用电量监测方法
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctac141
ShuMing Wang, Xiaohui Yuan, Qian Huang, Anqing Chen, Hanbin Ma, Xiang Xu
In order to comprehensively monitor the daily consumption of photovoltaic power and power generation of photovoltaic microgrid, a daily consumption monitoring method of photovoltaic microgrid based on genetic wavelet neural network is proposed to reduce the relative error of daily consumption monitoring. Considering the power generation forms of various units such as wind power, thermal power, hydropower and photovoltaic power generation, the upper and lower limits of daily consumption of different units and the constraints of consumption calculation are analyzed to obtain the daily consumption of photovoltaic microgrid. On this basis, the daily consumption monitoring model of photovoltaic microgrid including multiple inputs and outputs is constructed by using Morlet wavelet function, and the power generation is calculated by wavelet neural network. The genetic algorithm is used to optimize the individual fitness of wavelet neural network through the training of the number of wavelet bases and related thresholds and weights, and to normalize the optimal individual fitness to realize the daily consumption monitoring of photovoltaic microgrid. The experiment shows that this method can monitor the actual photovoltaic power in sunny weather, and after 12 o’clock, the photovoltaic power gradually drops below 30 kW. In cloudy weather, the actual photovoltaic power reaches its peak at around 12 o’clock, ~45–50 kW, and drops to about 10 kW at 17 o’clock. And the power generation in cloudy days is relatively low, and the power generation in rainy days is the lowest. When the relative humidity is 30%, the power generation increases rapidly and keeps at 8 kWh. When the relative humidity is 50%, the power generation gradually drops to 2 kWh. When the temperature is 20°C, the maximum radiation intensity is about 0.6 kW m2. When the temperature is 30°C, the maximum radiation intensity is greater than 0.8 kW m2. At 11:00 and 12:00, the power generation error is 0.02 kWh. In order to improve the monitoring accuracy of photovoltaic power and daily power generation of photovoltaic microgrid in different environments.
为了对光伏发电日用电量和光伏微网发电量进行综合监测,提出了一种基于遗传小波神经网络的光伏微网日用电量监测方法,以减小光伏微网日用电量监测的相对误差。考虑风电、火电、水电、光伏发电等不同机组的发电形式,分析不同机组日用电量的上下限以及用电量计算的约束条件,得到光伏微网日用电量。在此基础上,利用Morlet小波函数构建多输入多输出的光伏微电网日用电量监测模型,并利用小波神经网络计算发电量。采用遗传算法通过训练小波基个数和相关阈值、权值来优化小波神经网络的个体适应度,并对最优个体适应度进行归一化,实现光伏微电网的日用电量监测。实验表明,该方法可以在晴天监测光伏实际功率,12点以后,光伏功率逐渐下降到30kw以下。在多云天气下,实际光伏功率在12点左右达到峰值,约45 - 50kw, 17点时降至10kw左右。阴天发电量相对较低,阴天发电量最低。当相对湿度为30%时,发电量迅速增加,保持在8kwh。当相对湿度为50%时,发电量逐渐下降到2kwh。当温度为20℃时,最大辐射强度约为0.6 kW m2。温度为30℃时,最大辐射强度大于0.8 kW m2。在11:00和12:00时,发电误差为0.02 kWh。为了提高不同环境下光伏发电和光伏微网日发电量的监测精度。
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引用次数: 0
Application of nanomaterials for emission reduction from diesel engines powered with waste cooking oil biodiesel 纳米材料在废食用油生物柴油发动机减排中的应用
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad060
Prabhakar Sharma, P. Paramasivam, B. J. Bora, Vijayakumar Sivasundar
Diesel engines that predominantly run on fossil-based diesel fuel emit harmful emissions. Biofuels such as biogas and biodiesel are potential alternatives. However, many biofuels have poor heating values and supply inconsistencies. The use of nanoparticles (NPs) offers an appealing alternative for enhancing the combustion and emission reduction. This study aimed to improve the emission performance of biodiesel produced from waste cooking oil biodiesel (WCOB) by adding titanium oxide (TiO2) NPs. Tests were conducted in the diesel-powered engine at varying load levels using fuel mixtures of B1 (100% diesel), B2 (80% diesel + 20% WCOB) and B3 (80% diesel + 20% WCOB with the addition of 200 mg/l TiO2 NPs). In comparison with the diesel mode, the average reduction in carbon monoxide emissions was 8.92% for the B2 blend and 25% for the TiO2 NP-based B3 blend. For the B2 blend and TiO2-based B3 blend, the mean reduction in hydrocarbon emissions was 5.6 and 16.6%, respectively, when compared with diesel mode. When comparing B3 blends with B2 blends, the average reduction in nitrogen oxide emissions was 3.75%. In conclusion, adding NPs to engine fuel is a viable solution for reducing emissions.
主要使用化石燃料的柴油发动机会排放有害气体。沼气和生物柴油等生物燃料是潜在的替代品。然而,许多生物燃料的供热价值很低,而且供应不一致。纳米颗粒(NPs)的使用为增强燃烧和减少排放提供了一个有吸引力的替代方案。本研究旨在通过添加氧化钛(TiO2) NPs改善废食用油生物柴油(WCOB)生产的生物柴油的排放性能。试验在不同负载水平的柴油发动机上进行,使用B1(100%柴油),B2(80%柴油+ 20% WCOB)和B3(80%柴油+ 20% WCOB,添加200 mg/l TiO2 NPs)的燃料混合物。与柴油模式相比,B2混合燃料的一氧化碳排放量平均减少了8.92%,而基于TiO2 np的B3混合燃料的一氧化碳排放量平均减少了25%。与柴油模式相比,B2混合燃料和基于tio2的B3混合燃料的平均碳氢化合物排放量分别减少了5.6%和16.6%。B3共混物与B2共混物相比,氮氧化物排放量平均减少3.75%。总之,在发动机燃料中添加NPs是减少排放的可行解决方案。
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引用次数: 2
Optimal allocation method of hybrid energy storage capacity of multi-energy system under low-carbon background 低碳背景下多能系统混合储能容量优化分配方法
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad070
Xiran Wang, Ke Sun, Xuan Yang, Kai Yang, Jiaxi Chen
The energy dispatching and distribution ability is improved by optimizing the configuration of hybrid energy storage capacity of multi-energy system in low-carbon background, and an optimal configuration method of hybrid energy storage capacity of multi-energy system in low-carbon background based on equilibrium control and dynamic optimization algorithm is proposed. The data structure model of hybrid energy storage capacity distribution of multi-energy system is constructed. Under the condition that the energy storage optimal allocation model based on cost analysis meets the system performance index, the energy storage optimal allocation model is established with the objective function of minimizing the cost of configuring energy storage system, and with the objective of minimizing the fluctuation of active power of distributed power sources, such as wind and light. Taking the penalty cost of wind energy storage combined output power exceeding the fluctuation limit as the objective function, low-pass filtering method is adopted to stabilize the fluctuation of new energy power, and the optimal configuration capacity of energy storage system is determined according to the allowable frequency deviation and voltage stability of the system. Balanced control and dynamic optimization algorithm are adopted to realize the optimal configuration of hybrid energy storage capacity of multi-energy system under low-carbon background by combining different wind and solar energy combinations, different sampling intervals and different number of power stations. The simulation results show that the hybrid energy storage capacity allocation of multi-energy system has strong adaptability and high environmental adaptability, which effectively improves the transient stability of power grid system and further promotes the safe and stable operation of power grid system.
通过优化低碳背景下多能系统混合储能容量配置,提高能源调度分配能力,提出了一种基于均衡控制和动态优化算法的低碳背景下多能系统混合储能容量优化配置方法。建立了多能系统混合储能容量分布的数据结构模型。在基于成本分析的储能优化配置模型满足系统性能指标的条件下,以储能系统配置成本最小为目标函数,以风、光等分布式电源有功功率波动最小为目标,建立了储能优化配置模型。以风电联合输出功率超过波动极限的惩罚成本为目标函数,采用低通滤波方法稳定新能源功率的波动,根据系统允许的频率偏差和电压稳定性确定储能系统的最优配置容量。采用平衡控制和动态优化算法,结合不同的风能和太阳能组合、不同的采样间隔和不同的电站数量,实现低碳背景下多能系统混合储能容量的最优配置。仿真结果表明,多能系统的混合储能容量分配具有较强的适应性和较高的环境适应性,有效提高了电网系统的暂态稳定性,进一步促进了电网系统的安全稳定运行。
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引用次数: 1
Performance analysis of a geothermal heat-powered resorption cooling system: a case study for cold storage of apple fruit 地热能吸收式制冷系统的性能分析:以苹果果冷库为例
4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad061
Bilsay Pastakkaya
Abstract Renewable energy use in agricultural applications is essential for sustainable production. Resorption cooling systems can be operated for agricultural cooling applications by using thermal energy derived from geothermal springs with sufficient temperature. Since the resorption cycle uses ammonia-water solution, cold storage and industrial cooling processes below 0°C can be actualized efficiently. In this article, a geothermal powered resorption system for cold storage of apple fruit is investigated. Technical features and cooling performance of the resorption system are analysed and compared to the other conventional cooling systems. Results showed that, geothermal powered resorption cooling systems can annually cover the cooling load of the cold storage application with adequate cooling temperature and capacity. Moreover, the use of the geothermal powered resorption system enables to set up safer and more economic cooling applications with the similar cooling performance compared with the alternative sorption cooling systems, and provides substantial economic benefits by reducing the cooling costs in agricultural production with lower operational costs.
摘要:可再生能源在农业中的应用对可持续生产至关重要。再吸收冷却系统可用于农业冷却应用,利用来自地热泉的热能,具有足够的温度。由于吸收循环使用氨-水溶液,因此可以有效地实现0°C以下的冷库和工业冷却过程。本文研究了一种用于苹果果实冷库的地热能吸收系统。分析了吸收系统的技术特点和冷却性能,并与其他传统冷却系统进行了比较。结果表明,地热吸收式制冷系统能够以足够的制冷温度和制冷量满足冷库的年制冷负荷。此外,使用地热动力再吸收系统可以建立更安全、更经济的冷却应用,与其他吸附冷却系统相比,具有相似的冷却性能,并通过降低农业生产的冷却成本,降低运行成本,提供可观的经济效益。
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引用次数: 0
Optimization of thermal and light in underground atrium commercial spaces: a case study in Xuzhou, China 地下中庭商业空间的热光优化:以徐州为例
4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad105
Lufeng Nie, Xiang Ji, Heng Liu, Huanhuan Fang, Xinyu Liu, Mengchen Yang
Abstract This paper studies the shape design strategy of underground atriums in cold regions based on climate adaptability. From the perspective of climate adaptability, by controlling the shape design parameters of the atrium, and taking the light and thermal performance of the underground atrium as the optimization goal, the light and heat performance simulation and multi-objective optimization are constructed. Method, analyzing the effect relationship of various shape parameters on the light and heat environment and exploring the shape scheme of the underground atrium suitable for cold regions. And it is hoped that architects can take into account the quality of the light and heat environment of the underground atrium in architectural design and use space adjustment to improve the awareness of the quality of the light and heat environment of the underground atrium. The simulation results show that the annual PMV thermal comfort time percentage is 20.47%, the heat radiation difference RAD in summer and winter is 21.17 kw∙w/m2, and the average percentage of natural lighting is 67.41%.
基于气候适应性的寒区地下中庭形态设计策略研究。从气候适应性的角度出发,通过控制中庭的形状设计参数,以地下中庭的光热性能为优化目标,构建了地下中庭光热性能仿真和多目标优化。方法,分析各种形状参数对光热环境的影响关系,探索适合寒冷地区的地下中庭形状方案。并希望建筑师在建筑设计中考虑到地下中庭的光热环境质量,利用空间调整,提高对地下中庭光热环境质量的认识。仿真结果表明,全年PMV热舒适时间百分比为20.47%,夏季和冬季热辐射差RAD为21.17 kw∙w/m2,自然采光平均百分比为67.41%。
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引用次数: 0
Experimental validation of membrane distillation unit coupled with a sweeping gas membrane using solar energy 膜蒸馏装置与太阳能扫气膜耦合的实验验证
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad083
M. Boukhriss, M. Maatoug, Sleh Farhani, M. Timoumi, Adel Jammali, H. B. Bacha
This work presents an experimental validation of MD unit coupled with a sweeping gas membrane (SGMD) using solar energy experimental validation of a sweeping gas membrane distillation (SGMD) unit coupled with solar energy. This station is installed at the University of Kairouan in Tunisia. SGMD is the least used membrane distillation (MD) configuration, and it is very expensive to build. SGMD is used to completely remove solutions containing non-volatile compounds such as salts and recover only high-purity water. A theoretical and experimental study was carried out with the parameters that intervene in the system. The theory of the system is described by a mathematical model based on the heat and mass transfer of the MD unit. Experimental studies were carried out for two types of processes: with preheating and without preheating of the charge (brine). With a low gas flow, the evaporation capacity varies between 0.15 and 0.25 l/m2 h. The operating parameter (liquid velocity) is affected by the layer on both sides of the membrane. Utilizing the water heating by the solar collector increases the evaporation efficiency in the SGMD, and increasing the flow rate the permeate flow in the SGMD. SGMD unit experimental data were submitted to evaluate the reliability obtained from the MD unit, aspects of heat transfer, mass transfer, in solation patterns and all temperatures considering the efficiency of the MD unit.
本文介绍了利用太阳能对与扫气膜(SGMD)耦合的MD装置进行实验验证。这个站安装在突尼斯的凯鲁万大学。SGMD是最不常用的膜蒸馏装置,但造价昂贵。SGMD用于完全去除含有非挥发性化合物(如盐)的溶液,只回收高纯度的水。对影响系统的参数进行了理论和实验研究。该系统的理论是用一个基于MD单位的传热传质的数学模型来描述的。实验研究了两种类型的工艺:预热和不预热的料(卤水)。当气体流量较低时,蒸发能力在0.15 ~ 0.25 l/m2 h之间。膜两侧的层数对操作参数(液速)有影响。利用太阳能集热器对水的加热,提高了SGMD内的蒸发效率,增加了SGMD内的渗透率。提交了SGMD单元实验数据,以评估从MD单元获得的可靠性,传热,传质,隔离模式和考虑MD单元效率的所有温度方面。
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引用次数: 0
Research on regional soil moisture dynamics based on hyperspectral remote sensing technology 基于高光谱遥感技术的区域土壤水分动态研究
IF 2.3 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2023-01-01 DOI: 10.1093/ijlct/ctad051
Zhiqian Guo, X. Li, Yushui Ren, Shujun Qian, Yirui Shao
In order to realize the dynamic analysis of regional soil moisture content in the upper reaches of Xiashan Reservoir in Weihe River Basin, Weifang City, Shandong Province, a regional soil moisture dynamic analysis model based on hyperspectral remote sensing technology is proposed. The process of predicting and deducing the soil water content through the spectral information of remote sensing images, surface parameters and other data can reflect the soil spectral information. The band sensitive to the change of soil moisture in remote sensing image is directly extracted, which is used as the independent variable input in the soil water logging inversion model, and the process of soil moisture prediction is conducted with the measured soil moisture value as the dependent variable input. The SI-1, SI-2 and other water spectral indexes that can reflect the water information are constructed, and the water spectral index used for soil water content retrieval is constructed through various relationships between bands. Compared with the spectral reflectance alone, the use of water spectral index greatly improves the retrieval accuracy. The particle filter algorithm is used to assimilate the observed data and simulated data to obtain the assimilated soil moisture. Error evaluation indicators are used to evaluate the accuracy of the obtained assimilation results and further use different particle numbers and observation errors to conduct multiple data assimilation experiments to explore the sensitivity of particle numbers and observation errors to the assimilation results. The root mean square error (RMSE), relative error (RE) and mean absolute error (MAE) are used to test and verify the effect of data assimilation. The test shows that the dynamic analysis of the regional soil moisture content in the upper reaches of Xiashan Reservoir in the Fangwei River basin by using this method the distribution map obtained by dividing the vegetation coverage are more consistent with the actual situation in terms of the proportion of different soil water salinization degrees, the regional distribution of water, etc. The idea of using hyperspectral remote sensing to retrieve soil moisture is effective.
为实现山东省潍坊市渭河流域下山水库上游区域土壤水分动态分析,提出了基于高光谱遥感技术的区域土壤水分动态分析模型。通过遥感影像的光谱信息、地表参数等数据预测和推断土壤含水量的过程可以反映土壤的光谱信息。直接提取遥感影像中对土壤水分变化敏感的波段,作为土壤水分测井反演模型的自变量输入,以实测土壤水分值作为因变量输入进行土壤水分预测过程。构建了能够反映水分信息的SI-1、SI-2等水光谱指数,并通过各种波段间的关系构建了用于土壤含水量检索的水光谱指数。与单纯利用光谱反射率相比,利用水光谱指数大大提高了检索精度。采用粒子滤波算法对观测数据和模拟数据进行同化,得到同化后的土壤水分。利用误差评价指标对所得同化结果的准确性进行评价,并进一步利用不同粒子数和观测误差进行多次数据同化实验,探讨粒子数和观测误差对同化结果的敏感性。采用均方根误差(RMSE)、相对误差(RE)和平均绝对误差(MAE)来检验数据同化的效果。试验表明,利用该方法对芳渭河流域夏山水库上游区域土壤含水量进行动态分析,通过划分植被覆盖度得到的分布图在不同土壤水分盐渍化程度的比例、水分的区域分布等方面更符合实际情况。利用高光谱遥感反演土壤水分的思路是有效的。
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引用次数: 0
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International Journal of Low-carbon Technologies
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