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Prediction of SO_2 Concentration in Urban Atmosphere Based on B-P Neural Network 被引量:1
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作者 姚建 王丽梅 袁野 《Meteorological and Environmental Research》 CAS 2010年第11期9-11,14,共4页
Base on the principle and method of B-P neural network,the prediction model of SO2 concentration in urban atmosphere was established by using the statistical data of a city in southwest China from 1991 to 2009,so as t... Base on the principle and method of B-P neural network,the prediction model of SO2 concentration in urban atmosphere was established by using the statistical data of a city in southwest China from 1991 to 2009,so as to forecast atmospheric SO2 concentration in a city of southwest China.The results showed that B-P neural network applied in the prediction of SO2 concentration in urban atmosphere was reasonable and efficient with high accuracy and wide adaptability,so it was worthy to be popularized. 展开更多
关键词 B-P neural network so2 concentration in urban atmospheric Prediction model China
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An effective deep-learning prediction of Arctic sea-ice concentration based on the U-Net model
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作者 Yifan Xie Ke Fan +2 位作者 Hongqing Yang Yi Fan Shengping He 《Atmospheric and Oceanic Science Letters》 2026年第1期34-40,共7页
Current shipping,tourism,and resource development requirements call for more accurate predictions of the Arctic sea-ice concentration(SIC).However,due to the complex physical processes involved,predicting the spatiote... Current shipping,tourism,and resource development requirements call for more accurate predictions of the Arctic sea-ice concentration(SIC).However,due to the complex physical processes involved,predicting the spatiotemporal distribution of Arctic SIC is more challenging than predicting its total extent.In this study,spatiotemporal prediction models for monthly Arctic SIC at 1-to 3-month leads are developed based on U-Net-an effective convolutional deep-learning approach.Based on explicit Arctic sea-ice-atmosphere interactions,11 variables associated with Arctic sea-ice variations are selected as predictors,including observed Arctic SIC,atmospheric,oceanic,and heat flux variables at 1-to 3-month leads.The prediction skills for the monthly Arctic SIC of the test set(from January 2018 to December 2022)are evaluated by examining the mean absolute error(MAE)and binary accuracy(BA).Results showed that the U-Net model had lower MAE and higher BA for Arctic SIC compared to two dynamic climate prediction systems(CFSv2 and NorCPM).By analyzing the relative importance of each predictor,the prediction accuracy relies more on the SIC at the 1-month lead,but on the surface net solar radiation flux at 2-to 3-month leads.However,dynamic models show limited prediction skills for surface net solar radiation flux and other physical processes,especially in autumn.Therefore,the U-Net model can be used to capture the connections among these key physical processes associated with Arctic sea ice and thus offers a significant advantage in predicting Arctic SIC. 展开更多
关键词 Arctic sea-ice concentration Deep-learning prediction U-Net model CFSv2 NorCPM
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Increase in CO_(2)concentration reduces the competitiveness of 2-methylisoborneol-producing cyanobacteria:evidence from Pseudanabaena
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作者 Pengfei QIU Wujuan MI +2 位作者 Gaofei SONG Fengfeng CHENG Yonghong BI 《Journal of Oceanology and Limnology》 2025年第6期1913-1922,共10页
The global rise in CO_(2)concentration is having a profound impact on the structure and function of aquatic ecosystems.However,little information is available on the responses of odorproducing cyanobacteria to the inc... The global rise in CO_(2)concentration is having a profound impact on the structure and function of aquatic ecosystems.However,little information is available on the responses of odorproducing cyanobacteria to the increase in CO_(2)concentration.In this study,the effects of different CO_(2)concentrations on 2-methylisoborneol(MIB)-producing Pseudanabaena and non-2-MIB-producing Pseudanabaena under monoculture and co-culture conditions were investigated.Results show that the specific growth rate of Pseudanabaena gradually increased with the rise in CO_(2)concentration,and for the 2-MIB-producing strain,this increase was significantly higher than the non-2-MIB-producing strain.Under co-culture conditions,the proportion of non-2-MIB-producing Pseudanabaena was significantly higher than that of 2-MIB-producing Pseudanabaena,suggesting a superior competitive ability of non-2-MIB-producing Pseudanabaena over 2-MIB-producing Pseudanabaena.Under monoculture conditions,the total 2-MIB production at the 300-μg/g CO_(2)concentration was significantly higher than that at 600-and 1200-μg/g CO_(2)concentrations.The 2-MIB concentration produced by Pseudanabaena decreased with the increasing in CO_(2)concentration.Therefore,we believe that with the future increase in CO_(2)concentration,2-MIB concentration would be decreased and so would the risk of 2-MIB outbreaks. 展开更多
关键词 odor-producing algae 2-methylisoborneol(MIB) Pseudanabaena CO_(2)concentration competition
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A Cu_(2)O-Pd dual active sites tandem catalyst enables efficient nitrate reduction to ammonia at low concentration
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作者 Meng-Yuan Yue Ya-Fei Liu +4 位作者 You-Hai Cao Ya-Ru Jiang Kai-Zheng Dong Qi-Hui Yuan Yi-Jing Wang 《Rare Metals》 2025年第8期5452-5461,共10页
Electrochemical nitrate(NO_(3)^(-))reduction reaction(eNO_(3)RR)to ammonia(NH3)provides a promising route for both water conservation and green ammonia synthesis.Although various catalysts were designed for the eNO_(3... Electrochemical nitrate(NO_(3)^(-))reduction reaction(eNO_(3)RR)to ammonia(NH3)provides a promising route for both water conservation and green ammonia synthesis.Although various catalysts were designed for the eNO_(3)RR and great achievements have been achieved,it is still a challenge to realize selective eNO_(3)RR to NH3at low concentration for the competing hydrogen evolution reaction(HER)and poor mass transfer of NO_(3)^(-).Herein,we designed a tandem catalyst of Pd nanoparticle loaded Cu_(2)O hierarchical nanofiber(Pd-Cu_(2)O)to improve eNO_(3)RR performance at low nitrate concentration.The Pd-Cu_(2)O shows a faraday efficiency(FE)of 95.80%and an ammonia selectivity of 97.34%at a comparatively low applied potential of-0.15 V versus RHE with low concentration.Besides,it exhibits excellent nitrate removal effects,the residual concentration of nitrate-N was only 7.22 ppm at-0.15 V.Electrochemical characterizations indicate that the abundant secondary heterojunction structures and the tandem effects of Pd-Cu_(2)O synergistic ally accelerate the transfer and conversion of NO_(3)^(-)and improve the dynamic of eNO_(3)RR at low concentration.Furthermore,the operando electrochemical impedance spectroscopy(EIS)and density functional theory(DFT)calculations suggested the tandem effects of Pd-Cu_(2)O improved the adsorption of NO_(3)^(-)and*H and thus promoted the dynamics of eNO_(3)RR at low concentration.The findings highlight the tandem effects of Pd-Cu_(2)O and provide an effective strategy for designing electrocatalysts that can be applied to low concentration and low applied potential conditions. 展开更多
关键词 Tandem catalysis Pd nanoparticle loaded Cu_(2)O Low concentration Nitrate reduction reaction
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Development of La_(2-x)Ce_(x)O_(2)CO_(3) solid solution for low-concentration phosphate removal and recovery:manipulating Ce ratio and valence to boost phosphate capture
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作者 Jingzhang Liu Lei Bi +4 位作者 Xinzong Xiao Wenzhong Tang Qiong Wang Mei Du Maoyong Song 《Journal of Environmental Sciences》 2025年第10期213-224,共12页
The removal and recovery of low-concentration phosphates from water have become crucial due to the dual challenges of eutrophication and the phosphorus crisis.Herein,we engineered a highly efficient and recyclable pho... The removal and recovery of low-concentration phosphates from water have become crucial due to the dual challenges of eutrophication and the phosphorus crisis.Herein,we engineered a highly efficient and recyclable phosphate trapping agent of La_(2-x)CexO_(2)CO_(3) solid solution.The incorporation of Ce enhances the surface area and surface potential of La_(2-x)CexO_(2)CO_(3),providing abundant adsorption sites for phosphate.Surprisingly,we found that adjusting the Ce proportion affects the carbonate content,thereby influencing the anion-exchange capacity between carbonate and phosphate.Specifically,at 3% Ce content(3%-CeL),the carbonate ratio is maximized,resulting in an optimal sorption capacity(196.4mg P/g)and a rapid removal rate(under 40min)for phosphate,unaffected by interfering ions.Remarkably,3%-CeL achieved nearly 100%phosphate removal efficiency in diverse water samples from sewage treatment plants,rivers,reservoirs,and groundwater.After five adsorption-desorption cycles,the phosphate removal and recovery efficiency of 3%-CeL remained above 90%.Mechanistic studies revealed that 3%Ce content yielded the highest proportion of Ce^(4+)/Ce^(3+),enabling greater carbonate binding for anion-exchange.This study proposes a high-performance phosphate trapping agentwith broad applicability for treating actual waters and provides a new perspective on enhancing low-concentration phosphate removal in La-based materials through manipulating Ce ratio and valence. 展开更多
关键词 La_(2-x)CexO_(2)CO_(3) Anion exchange Adsorption Low concentration of phosphate Phosphate removal and recycle
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Spatiotemporal Variation and Influencing Factors of Atmospheric CO_(2) Concentration in China
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作者 ZHU Weixin ZHANG Hong +2 位作者 ZHANG Xiaoyu GUO Haohao LIU Yong 《Chinese Geographical Science》 2025年第1期149-160,共12页
Rapid increases in Carbon dioxide(CO_(2))levels could trigger unpredictable climate change.The assessment of spatiotempor-al variation and influencing factors of CO_(2) concentration are helpful in understanding the s... Rapid increases in Carbon dioxide(CO_(2))levels could trigger unpredictable climate change.The assessment of spatiotempor-al variation and influencing factors of CO_(2) concentration are helpful in understanding the source/sink balance and supporting the formu-lation of climate policy.In this study,Greenhouse Gases Observing Satellite(GOSAT)data were used to explore the variability of CO_(2) concentrations in China from 2009 to 2020.Meteorological parameters,vegetation cover,and anthropogenic activities were combined to explain the increase in CO_(2) concentration,using pixel-based correlations and Covariance Based Structural Equation Modeling(CB-SEM)analysis.The results showed that the influence of vertical CO_(2) transport diminished with altitude,with a distinct inter-annual in-crease in CO_(2) concentrations at 17 vertical levels.Spatially,the highest values were observed in East China,whereas the lowest were observed in Northwest China.There were significant seasonal variations in CO_(2) concentration,with maximum and minimum values in spring(April)and summer(August),respectively.According to the pixel-based correlation analysis,the near-surface CO_(2) concentration was positively correlated with population(r=0.99,P<0.001),Leaf Area Index(LAI,r=0.95,P<0.001),emissions(r=0.91,P<0.001),temperature(r=0.60,P<0.05),precipitation(r=0.34,P>0.05),soil water(r=0.29,P>0.05),nightlight(r=0.28,P>0.05);and negatively correlated with wind speed(r=−0.58,P<0.05).CB-SEM analysis revealed that LAI was the most important con-trolling factor explaining CO_(2) concentration variation(total effect of 0.66),followed by emissions(0.58),temperature(0.45),precipita-tion(0.30),wind speed(−0.28),and soil water(−0.07).The model explained 93% of the increase in CO_(2) concentration.Our results provide crucial information on the patterns of CO_(2) concentrations and their driving mechanisms,which are particularly significant in the context of climate change. 展开更多
关键词 Greenhouse Gases Observing Satellite(GOSAT) CO_(2) concentration influencing factors pixel-based correlation Covari-ance Based Structural Equation Modeling(CB-SEM) China
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Effects of Controlled Atmospheres with High_O_2 or High_CO_2 Concentrations on Postharvest Physiology and Storability of "Napoleon" Sweet Cherry 被引量:32
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作者 姜爱丽 田世平 徐勇 《Acta Botanica Sinica》 CSCD 2002年第8期925-930,共6页
Sweet cherries ( Prunus avium L. cv. Napoleon) were stored in controlled atmospheres (CA) of high O(2) (70% O(2) + 0% CO(2)) or high CO(2) (5% O(2) + 10% CO(2)), in modified atmosphere package (MAP, (13% - 18%) O(2) +... Sweet cherries ( Prunus avium L. cv. Napoleon) were stored in controlled atmospheres (CA) of high O(2) (70% O(2) + 0% CO(2)) or high CO(2) (5% O(2) + 10% CO(2)), in modified atmosphere package (MAP, (13% - 18%) O(2) + (2% -4%) CO(2)) and in air (control) at 1 degreesC to investigate the effects of different O(2) and CO(2) concentrations on physiological properties, quality and storability of the fruits during storage. The results indicated that compared with other treatments, CA with high O(2) concentration decreased fruit decay and ethanol content, but increased the accumulation of malondialdehyde (MDA) and stimulated browning. CA with high CO(2) concentration inhibited polyphenol oxidase (PPO) activity, reduced MDA content, maintained vitamin C content and firmness, decreased fruit decay and browning. Soluble solids contents (SSC) were not significantly affected by different atmosphere treatments. 'Napoleon' fruits stored in 5% O(2) + 10% CO(2) for as long as 80 d were of good quality, but only 40, 20 and 30 d stored in MAP, 70% O(2) + 0% CO(2) and air, re-spectively. 展开更多
关键词 sweet cherry physiological properties quality STORABILITY high O(2) concentrations high CO(2) concentrations
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STRUCTURAL RESPONSE OF SOYBEAN LEAF TO ELEVATED CO_2 CONCENTRATION 被引量:26
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作者 林金星 胡玉熹 《Acta Botanica Sinica》 CSCD 1996年第1期31-34,共4页
The effects of CO 2 concentration on the morphological and anatomical characters of soybean (Glycine max) leaf were investigated by means of light microscopy and SEM.It was noticed that exomorphology did not show dra... The effects of CO 2 concentration on the morphological and anatomical characters of soybean (Glycine max) leaf were investigated by means of light microscopy and SEM.It was noticed that exomorphology did not show dramatic change,while stomatal density decreased with increasing CO 2 concentration.Under SEM,no epicuticular wax was observed on both abaxial and adaxial sides of the control group as well as on adaxial side of the treatment group.However,leaf surface of abaxial side was noticed to be densely covered with microasterisk epicuticular wax when they were exposed to CO 2 enriched environment.The epicuticular wax deposition was present in equal abundance on both stomatal and nonstomatal areas.Furthermore,leaf thickness increased significantly due largely to the origin of an extra layer of palisade in the treatment group.The results confirmed that CO 2 enrichment might enhance cell division and induce greater quantity of epicuticular wax. 展开更多
关键词 SOYBEAN Foliar structure CO 2 concentration
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Effects of Ca^(2+)concentrations on accumulations of mineral elements in the components of Pteroceltis tatarinowii 被引量:6
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作者 方升佐 候常英 洑香香 《Journal of Forestry Research》 SCIE CAS CSCD 2003年第1期46-50,共5页
The bark of Pteroce/tis tatarinowii is a raw material for manufacturing XuanPaper. The effects of Ca^(2+) concentrations on the accumulation of mineral elements in the bark,leaf and root of Pteroceltis tatarinowii wer... The bark of Pteroce/tis tatarinowii is a raw material for manufacturing XuanPaper. The effects of Ca^(2+) concentrations on the accumulation of mineral elements in the bark,leaf and root of Pteroceltis tatarinowii were studied under controlled conditions. The types ofHoagland nutrient solution with three Ca^(2+) concentrations levels (200, 400 and 600 μg·g^(-1))and a control (without Ca^(2+)) were designed to culture Pteroceltis tatarinowii. After 6 months,contents of seven mineral elements including Ca, K, Mg, Mn, Zn, Cu and Na in the root, leaf and barkwere analyzed. The results indicated that Ca accumulations content in the root, leaf and bark hadpositively relation with Ca^(2+) concentrations (200, 400, 600 μg · g^(-1)), and the order of theCa content in the three components was root>leaf>bark. Ca content in the root treated with 600 μg·g^(-1) Ca^(2+) concentrations was 5.5 times as high as that of the control, and about 1.4 times ashigh as that of the root treated in 200 and 400 μg/g Ca^(2+) concentrations respectively. On thecontrary, K and Mg contents in the root, leaf and bark were negatively related to Ca^(2+)concentrations, especially in the bark, and their accumulation trend followed the order ofleaf>root>bark. K content in the bark treated with 600 μg ·g^(-1) Ca^(2+) concentrations was 39.3%of that of the control, and was 79.0% and 91.8% of that of the bark treated with 200 μg ·g^(-1)and 400 μg ·g^(-1) Ca^(2+) concentrations respectively; Mg content in the bark treated with 600μg ·g^(-1) Ca^(2+) concentrations was 23.4% of that of the control, and was 27.1% and 35.4% ofthat of the bark treated with 200 and 400 μg·g^(-1) Ca^(2+) concentrations respectively. Comparedwith the control, the general tendency of Mn, Zn and Cu content decreased with increasing of Ca^(2+)concentrations and their contents were in the order: root>leaf>bark. Based on the results of thisstudy, the experiment has been useful for providing academic bases in improving the bark quality ofPteroceltis tatarinowii on non-limestone soil. 展开更多
关键词 pteroceltis tatarinowii hoagland nutrient solution Ca^(2+) concentrations mineral element COMPONENT
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Effects of Doubled_CO_2 Concentration on Ultrastructure, Supramolecular Architecture and Spectral Characteristics of Chloroplasts from Wheat 被引量:1
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作者 左宝玉 张泉 +2 位作者 姜桂珍 白克智 匡廷云 《Acta Botanica Sinica》 CSCD 2002年第8期908-912,共5页
Wheat ( Triticum aestivum L.) plants were grown under ambient and doubled_CO 2(plus 350 μL/L) concentration in cylindrical open_top chamber to examine their effects on the ultrastructure, supramolecular architect... Wheat ( Triticum aestivum L.) plants were grown under ambient and doubled_CO 2(plus 350 μL/L) concentration in cylindrical open_top chamber to examine their effects on the ultrastructure, supramolecular architecture, absorption spectrum and low temperature (77 K) fluorescence emission spectrum of the chloroplasts from wheat leaves. The results were briefly summarized as follows: (1) The wheat leaves possessed normally developed chloroplasts with intact grana and stroma thylakoid membranes; The grana intertwined with stroma thylakoid membranes and increased slightly in stacking degree and the width of granum, in spite of more accumulated starch grains within the chloroplasts than those in control; (2) The particle density in the stacked region of the endoplasmic fracture face (EFs) and protoplasmic fracture face (PFs) and in the unstacked region the endoplasmic fracture face (EFu) and the protoplasmic fracture face (PFu) was significantly higher than that of control. Furthermore, in some cases many more particles on EFs faces of thylakoid membranes appeared as a paracrystalline particle array; (3) The variations in the structure of chloroplasts were consistent with the absorption spectra and the low temperature (77 K) fluorescence emission spectra of the chloroplasts developed under the doubled_CO 2 concentration. Results indicate that the capability of light energy absorption of chloroplasts and regulative capability of excitation energy distribution between PSⅡ and PSⅠ were raised by doubled_CO 2 concentration. This is very favorable for final productivity of wheat. 展开更多
关键词 chloroplast wheat ( Triticum aestivum ) doubled_CO 2 concentration ultrastructure and supramolecular architecture absorption spectra low temperature (77 K) fluorescence emission spectra
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醇胺溶液CO_(2)吸收过程反应机制
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作者 滕卫卫 吴燕 +5 位作者 樊玉新 廖涛 王梓丞 于徽 李梦 许孝玲 《煤田地质与勘探》 北大核心 2026年第1期71-79,共9页
【目的】当前醇胺法CO_(2)捕集存在能耗与成本较高的缺点,解决这一问题的主要方法是协同不同类型醇胺的吸收、解吸优势构建复合胺溶液。羟乙基乙二胺(AEEA)和N-甲基二乙醇胺(MDEA)是2种常用主吸收剂,其调配需要准确掌握CO_(2)吸收规律,... 【目的】当前醇胺法CO_(2)捕集存在能耗与成本较高的缺点,解决这一问题的主要方法是协同不同类型醇胺的吸收、解吸优势构建复合胺溶液。羟乙基乙二胺(AEEA)和N-甲基二乙醇胺(MDEA)是2种常用主吸收剂,其调配需要准确掌握CO_(2)吸收规律,包括CO_(2)负载量、产物离子浓度分布规律、反应级数等。目前对其吸收规律认识尚不足,相关反应参数缺乏,限制了工艺模型预测准确性。【方法】研究AEEA和MDEA溶液CO_(2)吸收过程,厘清其反应机理,并基于pH值法构建产物离子浓度分布模型,回归2种胺液的反应级数,确定反应速率模型。【结果和结论】同一浓度AEEA溶液吸收容量和吸收速率均高于MDEA溶液。AEEA溶液CO_(2)吸收过程呈现出两阶段特征,接近于二级反应。AEEA与CO_(2)反应生成两性中间离子(R1R2NH+COO-)是吸收过程的初始控制步骤,而其吸收后期为传质-反应共同控制阶段。MDEA溶液CO_(2)吸收过程是碱催化水合过程,反应速率与MDEA浓度线性相关,为一级反应。基于所得新认识和模型,为碳捕集工艺中溶剂浓度、溶剂停留时间,溶剂循环量、塔器设计优化等提供理论指导。 展开更多
关键词 CO_(2)捕集 AEEA MDEA 离子浓度 反应级数
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联合循环燃气轮机系统中低浓度CO_(2)捕集的双相吸收剂研究
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作者 于航 金理健 +3 位作者 孔思凝 张帆 何梓睿 杨林军 《中国电机工程学报》 北大核心 2026年第4期1530-1541,I0019,共13页
针对燃气轮机联合循环系统(combined-cycle gas turbine,CCGT)排放烟气中低浓度CO_(2)捕集效率低、能耗高的问题,该文开发一种基于3-二甲胺基丙胺(dimethylaminopropylamine,DMPDA)/N,N-二甲基环己胺(dimethylcyclohexylamine,DMCA)/H_(... 针对燃气轮机联合循环系统(combined-cycle gas turbine,CCGT)排放烟气中低浓度CO_(2)捕集效率低、能耗高的问题,该文开发一种基于3-二甲胺基丙胺(dimethylaminopropylamine,DMPDA)/N,N-二甲基环己胺(dimethylcyclohexylamine,DMCA)/H_(2)O体系的新型两相吸收剂。通过鼓泡反应器实验结合碳-13核磁共振(carbon-13 nuclear magnetic resonance,13C NMR)表征和量子化学计算,系统研究吸收剂的CO_(2)捕集性能、分相特性及反应机理。结果表明,当吸收剂组成为30 wt.%DMPDA且DMCA与H_(2)O质量比为6:4(DDH364)时,在313 K条件下CO_(2)吸收容量可达2.28 mol/kg,383 K解吸后循环容量达1.96 mol/kg;吸收后溶液自发分相,富相占比48%且黏度仅为44.6 mPa×s;反应后富相中的产物主要为DMPDACOO-,在质子化反应过程中,质子转移优先发生在分子内部;再生能耗低至2.74 GJ/tCO_(2),较传统30 %单乙醇胺(monoethanolamine,MEA)吸收剂降低38%。研究表明,DMPDA/DMCA/H_(2)O两相吸收剂具有吸收速率快、黏度低、再生能耗少等优势,可为CCGT系统低浓度CO_(2)高效捕集提供新型解决方案。 展开更多
关键词 CO_(2)捕集 燃气轮机联合循环 低浓度CO_(2) 两相吸收剂 再生能耗
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基于BO-TPE优化ERT模型的污泥焚烧SO_(2)排放预测
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作者 罗松 王丽花 王飞 《动力工程学报》 北大核心 2026年第2期174-182,共9页
为提高污泥焚烧过程中SO_(2)排放的预测精度以优化焚烧与烟气处理工况,提出了一种高效稳定的SO_(2)排放混合预测模型。首先,以鼓泡流化床污泥焚烧系统为研究对象,从火焰图像中提取静态与动态火焰特征,并结合分布式控制系统(DCS)参数构... 为提高污泥焚烧过程中SO_(2)排放的预测精度以优化焚烧与烟气处理工况,提出了一种高效稳定的SO_(2)排放混合预测模型。首先,以鼓泡流化床污泥焚烧系统为研究对象,从火焰图像中提取静态与动态火焰特征,并结合分布式控制系统(DCS)参数构建输入特征,SO_(2)排放浓度设为模型输出。然后,利用互信息(MI)确定SO_(2)与各输入特征的最优滞后时间并据此进行数据重组。最终构建基于树结构的贝叶斯优化(BO-TPE)的极端随机树(ERT)预测模型,并与多种主流预测模型进行性能对比。结果表明:基于BO-TPE优化的ERT模型相关系数R^(2)为0.93,平均绝对百分比误差(MAPE)小于3%,适用于污泥焚烧系统SO_(2)排放的在线预测与过程优化控制。 展开更多
关键词 SO_(2)排放浓度预测 污泥焚烧 火焰图像 极端随机树 优化算法
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Effects of Ca2+concentrations on accumulations of mineral elements in the components of Pteroceltis tatarinowii 被引量:4
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作者 方升佐 候常英 洑香香 《Journal of Forestry Research》 SCIE CAS CSCD 2003年第1期46-50,94,共页
The bark of Pteroceltis tatarinowii is a raw material for manufacturing Xuan Paper. The effects of Ca2+ concentrations on the accumulation of mineral elements in the bark, leaf and root of Pteroceltis tatarinowii were... The bark of Pteroceltis tatarinowii is a raw material for manufacturing Xuan Paper. The effects of Ca2+ concentrations on the accumulation of mineral elements in the bark, leaf and root of Pteroceltis tatarinowii were studied under controlled condi-tions. The types of Hoagland nutrient solution with three Ca2+ concentrations levels (200, 400 and 600 靏g-1) and a control (without Ca2+) were designed to culture Pteroceltis tatarinowii. After 6 months, contents of seven mineral elements including Ca, K, Mg, Mn, Zn, Cu and Na in the root, leaf and bark were analyzed. The results indicated that Ca accumulations content in the root, leaf and bark had positively relation with Ca2+ concentrations (200, 400, 600 靏g-1), and the order of the Ca content in the three components was root】leaf】bark. Ca content in the root treated with 600 靏g-1 Ca2+ concentrations was 5.5 times as high as that of the control, and about 1.4 times as high as that of the root treated in 200 and 400 靏/g Ca2+ concentrations respectively. On the contrary, K and Mg contents in the root, leaf and bark were negatively related to Ca2+ concentrations, especially in the bark, and their accumulation trend followed the order of leaf】root】bark. K content in the bark treated with 600 靏g-1 Ca2+ con-centrations was 39.3% of that of the control, and was 79.0% and 91.8% of that of the bark treated with 200 靏g-1 and 400靏g-1 Ca2+ concentrations respectively; Mg content in the bark treated with 600 靏g-1 Ca2+ concentrations was 23.4% of that of the control, and was 27.1% and 35.4% of that of the bark treated with 200 and 400 靏g-1 Ca2+ concentrations respectively. Com-pared with the control, the general tendency of Mn, Zn and Cu content decreased with increasing of Ca2+ concentrations and their contents were in the order: root】leaf】bark. Based on the results of this study, the experiment has been useful for providing academic bases in improving the bark quality of Pteroceltis tatarinowii on non-limestone soil. 展开更多
关键词 Pteroceltis tatarinowii Hoagland nutrient solution Ca2+ concentrations Mineral element COMPONENT
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基于逐次变分模态分解-深度学习的燃煤电厂脱硫塔出口SO_(2)浓度预测
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作者 金秀章 仲轩正 《计量学报》 北大核心 2026年第2期297-306,共10页
针对燃煤电厂参与调峰负荷波动较大,出口SO_(2)浓度控制效果不佳的问题,建立了一种基于捕鱼优化算法(catch fish optimization algorithm,CFOA)优化融合神经网络的出口SO_(2)浓度预测模型。首先使用互信息算法筛选由机理分析得到的特征... 针对燃煤电厂参与调峰负荷波动较大,出口SO_(2)浓度控制效果不佳的问题,建立了一种基于捕鱼优化算法(catch fish optimization algorithm,CFOA)优化融合神经网络的出口SO_(2)浓度预测模型。首先使用互信息算法筛选由机理分析得到的特征变量,并通过逐次变分模态分解对筛选后的辅助变量进行分解重构,保留相关性较大的重构分量作为输入变量。随后采用双向时间卷积网络、双向门控循环单元与多头自注意力机制构建融合神经网络模型,通过CFOA对模型超参数寻优以进一步提高精度。最后使用某660 MW燃煤电厂历史运行数据进行对比实验,实验结果表明,该模型在出口SO_(2)浓度剧烈波动的工况下仍能实现较好的预测效果。同多种模型对比,该模型具有更小的误差和更高的预测精度,体现出其在复杂变化环境中的鲁棒性和可靠性。 展开更多
关键词 SO_(2)浓度预测 逐次变分模态分解 融合神经网络 多头自注意力机制 捕鱼优化算法
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An assessment of arctic sea ice concentration retrieval based on “HY-2” scanning radiometer data using field observations during CHINARE-2012 and other satellite instruments 被引量:7
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作者 SHI Lijiang LU Peng +4 位作者 CHENG Bin KARVONEN Juha WANG Qimao LI Zhijun HAN Hongwei 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2015年第3期42-50,共9页
A retrieval algorithm of arctic sea ice concentration (SIC) based on the brightness temperature data of “HY-2” scanning microwave radiometer has been constructed. The tie points of the brightness temperature were ... A retrieval algorithm of arctic sea ice concentration (SIC) based on the brightness temperature data of “HY-2” scanning microwave radiometer has been constructed. The tie points of the brightness temperature were selected based on the statistical analysis of a polarization gradient ratio and a spectral gradient ratio over open water (OW), first-year ice (FYI), and multiyear ice (MYI) in arctic. The thresholds from two weather filters were used to reduce atmospheric effects over the open ocean. SIC retrievals from the “HY-2” radiom-eter data for idealized OW, FYI, and MYI agreed well with theoretical values. The 2012 annual SIC was calcu-lated and compared with two reference operational products from the National Snow and Ice Data Center (NSIDC) and the University of Bremen. The total ice-covered area yielded by the “HY-2” SIC was consistent with the results from the reference products. The assessment of SIC with the aerial photography from the fifth Chinese national arctic research expedition (CHINARE) and six synthetic aperture radar (SAR) images from the National Ice Service was carried out. The “HY-2” SIC product was 16% higher than the values de-rived from the aerial photography in the central arctic. The root-mean-square (RMS) values of SIC between “HY-2” and SAR were comparable with those between the reference products and SAR, varying from 8.57% to 12.34%. The “HY-2” SIC is a promising product that can be used for operational services. 展开更多
关键词 “HY-2 scanning microwave radiometer retrieval algorithm sea ice concentration ARCTIC
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Effects of elevated CO_2 concentration and nitrogen supply on biomass and active carbon of freshwater marsh after two growing seasons in Sanjiang Plain, Northeast China 被引量:14
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作者 ZHAO Guangying LIU Jingshuang +2 位作者 WANG Yang DOU Jingxin DONG Xiaoyong 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2009年第10期1393-1399,共7页
An experiments were carried out with treatments differing in nitrogen supply (0, 5 and 15 g N/m^2) and CO2 levels (350 and 700 μmol/mol) using OTC (open top chamber) equipment to investigate the biomass of Cala... An experiments were carried out with treatments differing in nitrogen supply (0, 5 and 15 g N/m^2) and CO2 levels (350 and 700 μmol/mol) using OTC (open top chamber) equipment to investigate the biomass of Calamagrostis angustifolia and soil active carbon contents after two years. The results showed that elevated CO2 concentration increased the biomass of C. angustifolia and the magnitude of response varied with each growth period. Elevated CO2 concentration has increased aboveground biomass by 16.7% and 17.6% during the jointing and heading periods and only 3.5% and 9.4% during dough and maturity periods. The increases in belowground biomass due to CO2 elevation was 26.5%, 34.0% and 28.7% during the heading, dough and maturity periods, respectively. The responses of biomass to enhanced CO2 concentrations are differed in N levels. Both the increase of aboveground biomass and belowground biomass were greater under high level of N supply (15 g N/m^2). Elevated CO2 concentration also increased the allocation of biomass and carbon in root. Under elevated CO2 concentration, the average values of active carbon tended to increase. The increases of soil active soil contents followed the sequence of microbial biomass carbon (10.6%) 〉 dissolved organic carbon (7.5%) 〉 labile oxidable carbon (6.6%) 〉 carbohydrate carbon (4.1%). Stepwise regressions indicated there were significant correlations between the soil active carbon contents and plant biomass. Particularly, microbial biomass carbon, labile oxidable carbon and carbohydrate carbon were found to be correlated with belowground biomass, while dissolved organic carbon has correlation with aboveground biomass. Therefore, increased biomass was regarded as the main driving force for the increase in soil active organic carbon under elevated CO2 concentration. 展开更多
关键词 elevated CO2 concentration freshwater marsh BIOMASS soil active carbon
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Epitaxial growth of MOCVD-derived YBCO films by modulation of Cu(tmhd)_2 concentration 被引量:3
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作者 Jie Xiong Fei Zhang +3 位作者 Xin Liu Rui-Peng Zhao Xiao-Hui Zhao Bo-Wan Tao 《Rare Metals》 SCIE EI CAS CSCD 2014年第1期70-74,共5页
Metal-organic chemical vapor deposition was applied to fabricate YBa2Cu3OT-a (YBCO) films on singlecrystal LaA103 (001) substrates for its high deposition rate, easy adjustment on film composition, and low require... Metal-organic chemical vapor deposition was applied to fabricate YBa2Cu3OT-a (YBCO) films on singlecrystal LaA103 (001) substrates for its high deposition rate, easy adjustment on film composition, and low requirement on vacuum apparatus. The effects of Cu(tmhd)2 concentra- tion in the precursor on the properties of YBCO films were systematically investigated. X-ray diffraction (XRD) reveals that the mole ratio of Cu/Ba in the precursor from 0.77 to 0.97 is helpful to improve the crystallization and out-of-plane orientation of YBCO films; however, it hardly affects the inplane texture. Scanning electron microscope (SEM) shows the dense, crack-free but rough surface, on which there are Cu-O and Ba-Cu-O outgrowths identified by energy-dispersive spectrometer (EDS). As the mole ratio of Cu/Ba increasing, the average size of Ba-Cu-O precipitates keeps increasing and the film composition becomes inhomoge- neous at the mole ratio of Cu/Ba of 0.97. The 250 nm thick YBCO film prepared at the mole ratio of Cu/Ba of 0.91 shows the critical current density (Jc) of 4.0 MA.cm-2 (77 K, 0 T). 展开更多
关键词 MOCVD YBCO Cu(tmhd)2 concentration Cu/Ba ratio
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Relationship of Intracellular Free Ca^(2+) Concentration and Calcium-activated Chloride Channels of Pulmonary Artery Smooth Muscle Cells in Rats under Hypoxic Conditions 被引量:3
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作者 杨朝 张珍祥 +2 位作者 徐永健 李亚清 叶涛 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2006年第2期172-174,191,共4页
To investigate the relationship between intracellular free Ca^2+ concentration ([Ca^2+ ]i ) and calcium-activated chloride (Clca) channels of pulmonary artery smooth muscle cells (PASMCs) in rats under acute a... To investigate the relationship between intracellular free Ca^2+ concentration ([Ca^2+ ]i ) and calcium-activated chloride (Clca) channels of pulmonary artery smooth muscle cells (PASMCs) in rats under acute and chronic hypoxic conditions, acute hypoxia-induced contraction was observed in rat pulmonary artery by using routine blood vascular perfusion in vitro. The fluorescence Ca^2+ indicator Fura-2/AM was used to observe [Ca^2+ ]i of rat PASMCs under normal and chronic hypoxic condition. The effect of Clca channels on PASMCs proliferation was assessed by MTT assay. The Clca channel blockers niflumic acid (NFA) and indaryloxyacetic acid (IAA-94) exerted inhibitory effects on acute hypoxia-evoked contractions in the pulmonary artery. Under chronic hypoxic condition, [Ca^2+ ]i was increased. Under normoxic condition, [Ca^2+ If was (123.634-18.98) nmol/ L, and in hypoxic condition, [Ca^2+]i wag (281. 754-16.48) nmol/L (P〈0. 01). Under normoxic condition, [Ca^2+ ]i showed no significant change and no effect on Clca channels was observed (P〉 0. 05). Chronic hypoxia increased [Ca^2+ ]i which opened Clca channels. The NFA and IAA-94 blocked the channels and decreased [Ca^2+ ]i from (281.75± 16.48) nmot/L to (117.66 ±15.36) nmol/L (P〈0.01). MTT assay showed that under chronic hypoxic condition NFA and IAA-94 decreased the value of absorbency (A value) from 0. 459±0. 058 to 0. 224±0. 025 (P〈0. 01). Hypoxia increased [Ca^2+ ]i which opened Cl~ channels and had a positive-feedback in [Ca^2+ ]i. This may play an important role in hypoxic pulmonary hypertension. Under chronic hypoxic condition, Clca channel may play a part in the regulation of proliferation of PASMCs. 展开更多
关键词 Ca^2+-activated Cl^- channels intracellular free Ca^2 concentration pulmonary artery smooth muscle HYPOXIA
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Influence of high concentration Zn^(2+) on floatability of sphalerite in acidic system 被引量:6
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作者 Ting-sheng QIU Guo-dong LI +2 位作者 Xiao-bo LI Hua-shan YAN Chen LIU 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2021年第7期2128-2138,共11页
The influence of high concentration Zn^(2+) on the floatability of sphalerite in an acidic system was investigated via flotation experiments,zeta potential measurements,contact angle measurements,and X-ray photoelectr... The influence of high concentration Zn^(2+) on the floatability of sphalerite in an acidic system was investigated via flotation experiments,zeta potential measurements,contact angle measurements,and X-ray photoelectron spectroscopy.The results indicated that Zn^(2+) was adsorbed on the sphalerite surface and a Zn-hydroxyl complex was formed at a pH of 4 and a Zn^(2+) concentration of 4×10^(-2) mol/L.The zeta potential increased and the contact angle decreased from 84.80°to 36.48°,strongly inhibiting the floatability of sphalerite.When S^(2−) or Cu^(2+) activator was used alone,sphalerite was not activated after Zn^(2+) was adsorbed,and its contact angle did not change significantly.However,by using a combination of S^(2−) and Cu^(2+) activators,its floatability was realized after Zn^(2+) adsorption.This result was attributed to the removal of the Zn-hydroxyl complex on the surface of sphalerite by S^(2-).After this removal,Cu^(2+) was adsorbed on the sphalerite surface to form a Cu_(2)S·S^(0) hydrophobic film. 展开更多
关键词 acidic system high concentration Zn^(2+) SPHALERITE FLOTATION
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