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多源不确定环境下物流中心选址与流量分配问题的区间模糊优化
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作者 葛岩 孙岩 李雪飞 《物流科技》 2026年第3期11-15,41,共6页
以物流网络建设运营总成本最低为目标,研究了三级物流网络中物流中心选址与流量分配问题。考虑到物流优化的提前性,为了提高优化的可靠性,从能力、需求、成本出发,系统规划了物流中心选址与流量分配问题面临的多源不确定性。在采用区间... 以物流网络建设运营总成本最低为目标,研究了三级物流网络中物流中心选址与流量分配问题。考虑到物流优化的提前性,为了提高优化的可靠性,从能力、需求、成本出发,系统规划了物流中心选址与流量分配问题面临的多源不确定性。在采用区间模糊数刻画不确定参数的基础上,构建了问题的区间模糊混合整数线性规划模型,进而对模型进行清晰化处理,使得问题优化可解。同时,清晰化模型引入的满意水平能够衡量物流中心选址与流量分配优化方案的可靠性。文章采用算例验证了优化模型的可行性,分析指出物流中心选址与流量分配优化方案的经济性和可靠性是互相矛盾的,提高优化方案的可靠性必然会导致其总成本的提高。算例进一步定义了区间模糊参数的不确定水平,揭示了降低区间模糊参数的不确定水平能够在保证高可靠性的条件下降低物流中心选址与流量分配优化方案的总成本。 展开更多
关键词 物流中心选址 流量分配 多源不确定性 区间模糊数 线性规划模型 不确定水平
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鄂尔多斯盆地东缘致密砂岩储层水基压裂液损害机制贡献度定量评价
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作者 葛岩 刘玉明 +5 位作者 游利军 石雪峰 王艺钧 周龙刚 宣涛 段长江 《石油钻采工艺》 北大核心 2026年第1期86-93,102,共9页
水基压裂液在致密砂岩储层中诱发复杂的复合损害,由于缺乏对损害机制的定量评价方法,导致对损害主控因素认识不清,压裂液优化缺乏精准的科学依据。为量化不同损害机制的贡献,选取了鄂尔多斯盆地东缘物性相近的致密砂岩岩心,以模拟地层... 水基压裂液在致密砂岩储层中诱发复杂的复合损害,由于缺乏对损害机制的定量评价方法,导致对损害主控因素认识不清,压裂液优化缺乏精准的科学依据。为量化不同损害机制的贡献,选取了鄂尔多斯盆地东缘物性相近的致密砂岩岩心,以模拟地层水、蒸馏水、压裂液活性水、压裂液破胶液滤液为实验流体,开展了气驱水相返排平行实验,通过测定气驱前后岩心渗透率变化,实现了对水锁、水敏、化学吸附及微粒运移四类损害机制的定量分离。研究结果表明:在相近物性条件下,实验流体造成的渗透率损害率由大到小依次为:压裂液破胶液滤液、压裂液活性水、模拟地层水和蒸馏水,研究区致密砂岩水基压裂液损害以水锁损害为主(平均贡献度约71%),其次为压裂液吸附损害(平均贡献度约11%),水敏损害和微粒运移损害相对较弱。基于该定量评价结果,提出了针对性的压裂液优化方向,优化后配方使研究区岩心基质渗透率损害率降低至9.12%。该方法可为致密砂岩及其他类似储层压裂液损害的精准评价及压裂液针对性设计提供方法借鉴。 展开更多
关键词 鄂尔多斯盆地东缘 致密砂岩 水基压裂液 损害机制 贡献度评价 压裂液优化
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农用拖拉机发动机活塞环组匹配试验研究
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作者 王升升 葛琰 +2 位作者 徐顺利 张重阳 周纪红 《农机化研究》 北大核心 2026年第1期260-267,共8页
在农用拖拉机装配的非道路用发动机的开发试验中,需要对影响其缸内燃烧特性的关键零部件——活塞环组进行针对性匹配研究,以满足功率密度高、热效率高、经济性高、可靠性高和排放水平低等设计特点。为此,以配套农用拖拉机的国四电控高... 在农用拖拉机装配的非道路用发动机的开发试验中,需要对影响其缸内燃烧特性的关键零部件——活塞环组进行针对性匹配研究,以满足功率密度高、热效率高、经济性高、可靠性高和排放水平低等设计特点。为此,以配套农用拖拉机的国四电控高压共轨柴油机为例,选择材料、表面处理、结构不同的3种方案的活塞环组,对比研究摩擦阻力矩、缸内爆发压力、曲轴箱窜气量、外特性燃油消耗率、机械效率和稳态排放等方面的特性,找出该类柴油机应选用的最佳配置型式。试验结果表明:采用球墨铸铁和合金钢材可以降低柴油机的摩擦阻力矩,提高燃油经济性;相比CCC采用CDC表面处理能够增加环组的耐磨性,减少曲轴箱窜气量;气环采用正扭曲梯形桶面环,能够有效增加缸内气体密封性,减少曲轴箱窜气量,但摩擦阻力矩也会相应增大,影响其机械效率;气环增加DLC涂层能进一步降低摩擦阻力矩,但会影响缸内气体的密封性,导致做功能力下降,油耗略微升高;油环的刮油刃高度降低,外圆面PVD处理和磷化处理,可以提高刮油能力,降低摩擦功耗,有效降低PM生成、减少机油消耗率和提高燃油经济性。 展开更多
关键词 农用拖拉机 非道路柴油机 活塞环组 匹配试验
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Lymphangiogenic and angiogenic microvessel density in human primary sporadic colorectal carcinoma 被引量:6
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作者 ge yan Xiao-yan Zhou +3 位作者 San-Jun Cai Gui-Hong Zhang Jun-Jie Peng Xiang Du 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第1期101-107,共7页
AIM:To investigate the distribution pattern of lymphatic vessels and microvessels in sporadic colorectal carcinoma(SCRC)and their relationship to metastasis and prognosis.METHODS:The lymphatic vessel density(LVD)and m... AIM:To investigate the distribution pattern of lymphatic vessels and microvessels in sporadic colorectal carcinoma(SCRC)and their relationship to metastasis and prognosis.METHODS:The lymphatic vessel density(LVD)and microvessel density(MVD)in tumor tissue obtained from 132 patients with primary SCRC,including 74 with metastases and 58 without metastases,were evaluated by immunohistochemistry using antibodies directed against D2-40 and yon Willebrand factor(vWF).RESULTS:(1)The lymphatic vessels and microvessels at central portions of SCRC often had a reticular architecture with numerous tiny and ill-defined lumina,while those at tumor borders had large and open lumina.The LVD and MVD were both obviously higher in colorectal cancer patients with metastases than in those without(P〈0.001).(2)For each one lymphatic vessel increased,there was a 1.45-fold increase in the risk of metastasis in SCRC.The specificity and sensitivity of LVD in predicting metastasis or non-metastasis in SCRC were 71.62%and 56.90%,respectively,and the corresponding LVD was 5.For each one microvessel increased,there was a 1.11-fold increase in the risk of metastasis in SCRC.The specificity and sensitivity of MVD were 66.22%and 51.72%,respectively.(3)Double labeling immunohistochemistry showed D2-40 immunoreactivity to be specific for lymphatic vessels.(4)Univariate analysis indicated that high LVD,high MVD,as well as co-accounting of high LVD and high MVD were associated with patient's poor disease-free survival(Puni〈0.05);multivariate analysis indicated that co-accounting of LVD and MVD was an independent prognostic factor of colorectal cancer,CONCLUSION:D2-40 is a new specific antibody for lymphatic endothelial cells.Lymphogenesis and angiogenesis are commonly seen in SCRC,especially at tumor borders.The detection of LVD and MVD at tumor borders may be useful in predicting metastasis and prognosis in patients with SCRC,and,in particular,coaccounting of LVD and MVD might be a useful prognostic factor in SCRC. 展开更多
关键词 LYMPHANGIOGENESIS ANGIOGENESIS Lymphaticvessel density Microvessel density Sporadic colorectalcarcinoma METASTASIS
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Implementation of Generic AHP Evaluation System and Its Application to Impact Factors of On-Line Consumption Behavior 被引量:2
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作者 ge yan XU Qi LI Hong 《Wuhan University Journal of Natural Sciences》 CAS 2008年第4期450-454,共5页
To implement the computation of AHP (Analytic Hierarchy Process) automatically, make the implementation independence on the platform, and to convenient the service composition and service computation, this study imp... To implement the computation of AHP (Analytic Hierarchy Process) automatically, make the implementation independence on the platform, and to convenient the service composition and service computation, this study implemented AHP model as a Web service and stored the evaluation information as XML form. This paper introduces the overall demands of AHP evaluation system firstly, and then presents some key technologies to implement AHP evaluation system, including mainly AHP evaluation index architecture based on XML, the class of AHP model, the Web service encapsulation of AHP, the publication and invocation of AHP and the client application. At last, the system is used to analyze the impact factors of online consumption behavior. 展开更多
关键词 Web services model expression XML AHP(Analytic Hierarchy Process) online consumption behavior
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基层公共服务供给中的多元主体价值共创机制研究——以P街道“公共服务集市”为例 被引量:4
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作者 赵书松 罗文华 葛燕 《安徽大学学报(哲社版)》 北大核心 2025年第2期132-142,共11页
价值共创是提高公共服务水平的新思路,但“如何实现多元主体价值共创”还有待深入探讨。浙江省P街道的“公共服务集市”按照“发起—运行—结果”的逻辑,逐步采用求同存异、刚柔并济、尽其所长的行为方式,实现政府、民众和其他组织的价... 价值共创是提高公共服务水平的新思路,但“如何实现多元主体价值共创”还有待深入探讨。浙江省P街道的“公共服务集市”按照“发起—运行—结果”的逻辑,逐步采用求同存异、刚柔并济、尽其所长的行为方式,实现政府、民众和其他组织的价值共创目标统一、价值共创关系调适以及价值共创动力激发。公共服务价值共创的前提在于通过任务锚定挖掘资源深度互补性和资源范围互补性;基础在于根据任务资源集构建多元主体交互体系;关键在于地方政府牵头进行资源整合并把控战略方向和组织结构的调节作用。任务、资源和价值的对接耦合为多元主体共同创造基层公共服务领域内物质、精神和关系多种价值提供了新的分析思路。 展开更多
关键词 公共服务供给 多元主体 价值共创 任务资源互补性
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Multi-blade rubbing characteristics of the shaft-disk-blade-casing system with large rotation 被引量:1
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作者 Zhiyuan WU Linchuan ZHAO +3 位作者 Han yan ge yan Ao CHEN Wenming ZHANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2024年第1期111-136,共26页
Blade rubbing faults cause detrimental impact on the operation of aeroengines. Most of the existing studies on blade rubbing in the shaft-disk-blade-casing(SDBC) system have overlooked the elastic deformation of the b... Blade rubbing faults cause detrimental impact on the operation of aeroengines. Most of the existing studies on blade rubbing in the shaft-disk-blade-casing(SDBC) system have overlooked the elastic deformation of the blade, while some only consider the whirl of the rotor, neglecting its spin. To address these limitations, this paper proposes a dynamic model with large rotation for the SDBC system. The model incorporates the spin and whirl of the rotor, enabling the realistic reproduction of multiblade rubbing faults. To verify the accuracy of the SDBC model with large rotation and demonstrate its capability to effectively consider the rotational effects such as the centrifugal stiffening and gyroscopic effects, the natural characteristics and dynamic responses of the proposed model are compared with those obtained from reported research and experimental results. Furthermore, the effects of the rotating speed, contact stiffness,and blade number on the dynamic characteristics of the SDBC system with multi-blade rubbing are investigated. The results indicate that the phase angle between the rotor deflection and the unbalance excitation force increases with the increasing rotating speed,which significantly influences the rubbing penetration of each blade. The natural frequency of the SDBC system with rubbing constrain can be observed in the acceleration response of the casing and the torsional response of the shaft, and the frequency is related to the contact stiffness. Moreover, the vibration amplitude increases significantly with the product of the blade number under rubbing, and the rotating frequency approaches the natural frequency of the SDBC system. The proposed model can provide valuable insight for the fault diagnosis of rubbing in bladed rotating machinery. 展开更多
关键词 shaft-disk-blade-casing(SDBC) large rotation spin and whirl multi-blade rubbing rotational effect
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基于HACCP内控数据的水产品质量安全风险预警
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作者 葛艳 陈睿 +2 位作者 邹一波 陈明 王文娟 《农业机械学报》 北大核心 2025年第6期67-77,共11页
为了加强水产品冷链加工及物流企业对内控数据的隐含质量安全风险管理,实现降本增效,以生食牡蛎HACCP计划为例,从风险指标体系构建入手,构建了质量安全风险预警指标体系,并结合风险预警监控数据的多模态特点,构建了融合群专家领域经验... 为了加强水产品冷链加工及物流企业对内控数据的隐含质量安全风险管理,实现降本增效,以生食牡蛎HACCP计划为例,从风险指标体系构建入手,构建了质量安全风险预警指标体系,并结合风险预警监控数据的多模态特点,构建了融合群专家领域经验知识与深度学习算法的质量安全风险预警模型。在基于HACCP计划设计质量安全预警数据采集点并获得监控数据的基础上,采用AHP方法获得专家的风险指标效用值方案,又采用熵权法优选多专家群决策中的效用值方案,进而确定评级数据,由监控数据以及优选的专家评级数据一起构成原始数据集。为保证预警的敏感度,分别采用了合格数据集和完整数据集作为数据集,融合具有捕捉多维数据中复杂关系能力的LSTM模型与具有处理复杂分类边界能力的RBF模型构建预警模型开展仿真实验,并做LSTM模型、RBF模型以及融合的LSTM-RBF模型在不同数据集上的对比分析。实验结果表明,融合的LSTM-RBF模型在合格数据集和完整数据集上都有96%和90%的准确率,而且合格数据集上的测试效果明显更好。 展开更多
关键词 HACCP 内控数据 深度学习 群决策 预警
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Pharmacokinetics of gene recombined angiogenesis inhibitor Kringle 5 in vivo using 131I specific markers and SPECT/CT
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作者 ge yan Danrong yang +6 位作者 yan Yu Jianjun Xue Yifan Jia Xuanzi Sun Boyu Wang Zewei Zhao Maode Wang 《Journal of Pharmaceutical Analysis》 SCIE CAS 2016年第5期313-317,共5页
The previous pharmacokinetic methods can be only limited to drug analysis in vitro, which provide less information on the distribution and metabolismof drugs, and limit the interpretation and assessment of pharmacokin... The previous pharmacokinetic methods can be only limited to drug analysis in vitro, which provide less information on the distribution and metabolismof drugs, and limit the interpretation and assessment of pharmacokinetics, the determination of metabolic principles, and evaluation of treatment effect. The objective of the study was to investigate the pharmacokinetic characteristics of gene recombination angiogenesis inhibitor Kringle 5 in vivo. The SPECT/CT and specific^(131)I-Kringle 5 marked by Iodogen method were both applied to explore the pharmacokinetic characteristics of^(131)I-Kringle 5 in vivo, and to investigate the dynamic distributions of^(131)I-Kringle 5 in target organs. Labeling recombinant angiogenesis inhibitor Kringle 5 using131 I with longer half-life and imaging in vivo using SPECT instead of PET,could overcome the limitations of previous methods. When the doses of^(131)I-Kringle 5 were 10.0, 7.5 and5.0 g/kg, respectively, the two-compartment open models can be determined within all the metabolic process in vivo. There were no significant differences in t1/2α, t1/2β, apparent volume of distribution and CL between those three levels. The ratio of AUC(0 1)among three different groups of 10.0, 7.5 and 5.0 g/kg was 2.56:1.44:1.0, which was close to the ratio(2:1.5:1.0). It could be clear that in the range of 5.0–10.0 g/kg, Kringle 5 was characterized by the first-order pharmacokinetics. Approximately 30 min after^(131)I-Kringle 5 was injected,^(131)I-Kringle 5 could be observed to concentrate in the heart, kidneys, liver and other organs by means of planar imaging and tomography. After 1 h of being injected, more radionuclide retained in the bladder, but not in intestinal. It could be concluded that^(131)I-Kringle 5 is mainly excreted through the kidneys. About 2 h after the injection of^(131)I-Kringle 5, the radionuclide in the heart, kidneys,liver and other organs was gradually reduced, while more radionuclide was concentrated in the bladder.The radionuclide was completely metabolized within 24 h, and the distribution of radioactivity in rats was similar to normal levels. In our study, the specific marker^(131)I-Kringle 5 and SPECT/CT were successfully used to explore pharmacokinetic characteristics of Kringle 5 in rats. The study could provide a new evaluation platform of the specific, in vivo and real-time functional imaging and pharmacokinetics for the clinical application of^(131)I-Kringle 5. 展开更多
关键词 131 I ISOTOPE labeling Vascular inhibitor KRINGLE 5 SPECT/CT imaging technology RECOMBINANT drugs PHARMACOKINETICS in vivo
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Recognition of Fluvial Bank Erosion Along the Main Stream of the Yangtze River
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作者 ge yan Heqin Cheng +6 位作者 Zeyu Jiang Lizhi Teng Ming Tang Tian Shi Yuehua Jiang Guoqiang yang Quanping Zhou 《Engineering》 SCIE EI CAS 2022年第12期50-61,共12页
Recognizing the risk of fluvial bank erosion is an important challenge to ensure the early warning and prevention or control of bank collapse in river catchments,including in the Yangtze River.This study introduces a ... Recognizing the risk of fluvial bank erosion is an important challenge to ensure the early warning and prevention or control of bank collapse in river catchments,including in the Yangtze River.This study introduces a geomorphons-based algorithm to extract river bank erosion information by adjusting the flatness from multibeam echo-sounding data.The algorithm maps ten subaqueous morphological elements,including the slope,footslope,flat,ridge,peak,valley,pit,spur,hollow,and shoulder.Twentyone flatness values were used to build an interpretation strategy for the subaqueous features of riverbank erosion.The results show that the bank scarp,which is the erosion carrier,is covered by slope cells when the flatness is 10°.The scour pits and bank scars are indicated by pit cells near the bank and hollow cells in the bank slope at a flatness of 0°.Fluvial subaqueous dunes are considered an important factor accelerating bank erosion,particularly those near the bank toe;the critical flatness of the dunes was evaluated as 3°.The distribution of subaqueous morphological elements was analyzed and used to map the bank erosion inventory.The analysis results revealed that the near-bank zone,with a relatively large water depth,is prone to form large scour pits and a long bank scarp.Arc collapse tends to occur at the long bank scarp to shorten its length.The varied assignment of flatness values among terrestrial,marine,and fluvial environments is discussed,concluding that diversified flatness values significantly enable fluvial subaqueous morphology recognition.Consequently,this study provides a reference for the flatness-based recognition of fluvial morphological elements and enhances the targeting of subaqueous signs and risks of bank failure with a range of multibeam bathymetric data. 展开更多
关键词 Multibeam echo-sounding data Morphological elements Bank erosion Bank scarp Scour pits Bank collapse
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Teaching Second Language Vocabulary:the Role and Application of the AWL
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作者 ge yan 《Review of Educational Theory》 2020年第3期52-56,共5页
This paper focuses on the role and application of AWL in science-related subjects,namely the issue of whether or not students in science-related majors is advantaged or disadvantaged in using the Academic Word List(AW... This paper focuses on the role and application of AWL in science-related subjects,namely the issue of whether or not students in science-related majors is advantaged or disadvantaged in using the Academic Word List(AWL)in their academic writing assignments as the imbalance of word frequency in AWL.Participants(n=18)are obliged to answer the Questionnaire.Furthermore,if needed,a brief interview would be arranged on some uncertain questions.Results show that learning and acquiring academic vocabulary would benefit participants in research articles,while AWL is inadequate for students in science-related disciplines in their academic writing.We claim that students in science-related majors may be disadvantaged than other majors’students in using Coxhead’s Academic Word List,and a wordlist screened out from science-related corpus perhaps more suitable for ESP students.Meanwhile,AWL,as a role of reference,would aid language learning or acquisition. 展开更多
关键词 AWL Academic vocabulary Academic writing ESP
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融合无人机多时相参数的冬小麦单产估测方法 被引量:4
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作者 葛焱 朱志畅 +4 位作者 臧晶荣 张睿男 金时超 徐焕良 翟肇裕 《农业机械学报》 北大核心 2025年第1期344-355,共12页
为探讨无人机遥感与多时相参数融合在冬小麦单产预测中的潜力,采集了冬小麦7个生育期的无人机RGB和多光谱数据,从中分别提取光谱参数和形态参数,采用5种机器学习算法建模,比较不同生育期单产预测效果,在此基础上,筛选优势参数组合,分别... 为探讨无人机遥感与多时相参数融合在冬小麦单产预测中的潜力,采集了冬小麦7个生育期的无人机RGB和多光谱数据,从中分别提取光谱参数和形态参数,采用5种机器学习算法建模,比较不同生育期单产预测效果,在此基础上,筛选优势参数组合,分别比较不同生育期及参数组合与单产预测之间的相关性。结果表明,不同生育期及参数组合对冬小麦单产预测具有不同影响;单生育期时,灌浆期和开花期预测效果最佳,其次为抽穗期、孕穗期、成熟期、拔节期和分蘖期;多生育期时,双生育期、三生育期、四生育期组合预测精度逐渐升高,但考虑到增长幅度以及数据采集、算力开销、处理成本等因素,“拔节期+抽穗期+灌浆期”的三生育期组合经济性最高。5种机器学习算法整体预测精度从高到低分别为反向传播神经网络、随机森林、支持向量机、极端梯度提升和逐步多元回归,通过机器学习可解释性方法SHAP优选的光谱和形态参数组合虽然不同生育期有所不同,但除拔节期外,均能提高单产预测精度。研究结果可为冬小麦单产预测提供方法依据和技术参考。 展开更多
关键词 冬小麦 单产预测 无人机遥感 机器学习 多时相参数 SHAP法
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Geochemistry and the genesis of natural gases in the deep reservoirs of the Bozhong Depression,Bohai Bay Basin,China
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作者 Feilong Wang Guomin Tang +2 位作者 Zilong Zhao Rongtao Chen ge yan 《Natural Gas Industry B》 2024年第6期645-660,共16页
A large gas field with reserves of nearly 200 billion m^(3)dBZ19-6dwas discovered in the Bozhong Depression in the Bohai Bay Basin in 2018.There is a considerable difference between the amount of natural gas that woul... A large gas field with reserves of nearly 200 billion m^(3)dBZ19-6dwas discovered in the Bozhong Depression in the Bohai Bay Basin in 2018.There is a considerable difference between the amount of natural gas that would traditionally be expected to be generated by the thermal degradation of low-mature kerogens and the resources that have been confirmed by exploration.Therefore,the geochemical characteristics and the genesis of gas have become crucial aspects of investigating deep natural gas in the Bozhong Depression.The deep gas in the depression is predominantly methane.Its dry coefficient(C_(1)/C_(1-5))ranges from 0.73 to 0.94,which is generally characterized as wet gas.The main nonhydrocarbon gases are CO_(2)(1.26%-52.00%)and N_(2)(0.1%-0.74%),with traces of H_(2)S(10.44×10^(-6)-36.63×10^(-6) ppm).The natural gases are thermogenic oil-type gases from the Shahejie and Dongying Formations.The deep natural gas in the Bozhong Depression is mainly derived from kerogen degradation,with contributions from oil cracking gas in the BZ1/19 and BZ2/3 structures.Complex carbon isotopic reversals are caused by the filling and mixing of natural gas with different maturities from the same source,evaporative fractionation due to the filling of late-stage high-mature natural gas,and Rayleigh fractionation under deep exogenous temperatures in the presence of transition metals.Combining the analysis of the fluid properties of natural gas,the evaluation of the performance of the migration system,and the understanding of the accumulation background indicates a high possibility that the gas was supplied from multiple hydrocarbon sources over long distances in the late stage.Thus,advantageous traps with high temperatures,close proximity to source kitchens,and favorable migration conditions are the preferred targets for future natural gas exploration in the Bozhong Depression. 展开更多
关键词 BZ19-6 gas field Deep reservoirs GEOCHEMISTRY GENESIS Rayleigh fractionation
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基于无人机图像和SHAP特征筛选的小麦田间产量预测方法研究 被引量:2
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作者 朱志畅 葛焱 +4 位作者 臧晶荣 李庆 金时超 徐焕良 翟肇裕 《麦类作物学报》 北大核心 2025年第2期264-274,共11页
为了探寻适宜的小麦产量预测模型并提高其精度,从冬小麦灌浆期的无人机多光谱和RGB图像中提取了14种光谱参数和28种形态参数作为特征变量,利用线性回归、随机森林、神经网络等10种机器学习方法构建小麦田间产量预测模型,并比较了模型间... 为了探寻适宜的小麦产量预测模型并提高其精度,从冬小麦灌浆期的无人机多光谱和RGB图像中提取了14种光谱参数和28种形态参数作为特征变量,利用线性回归、随机森林、神经网络等10种机器学习方法构建小麦田间产量预测模型,并比较了模型间预测能力的差异;同时,引入机器学习事后可解释性方法SHAP对输入的特征变量进行重要性分析和筛选,了解其提高模型预测能力的效果。结果表明:(1)10种机器学习模型中,误差逆传播神经网络BPNN的产量预测表现最好(r^(2)=0.826,RMSE=0.094 t·hm^(-2));(2)根据SHAP确定的特征变量重要性排序,花青素反射指数ARI和三维冠层体积Volume对于预测结果的影响最大,占全部特征重要性总和的45.48%;(3)经过SHAP特征筛选后,确定了在BPNN产量预测模型上表现最优的9个特征变量,其预测结果r^(2)为0.865,RMSE为0.075 t·hm^(-2),比使用全特征的BPNN和事前Pearson相关性分析方法在预测精度上均有提升。因此,在优选产量预测模型基础上,可采用SHAP机制对特征变量的重要性进行筛选和分析,以此进一步提高田间小麦产量预测精度。 展开更多
关键词 小麦 无人机图像 机器学习 SHAP加性解释方法 产量预测
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基于注意力机制的植物三维点云语义分割方法 被引量:1
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作者 邹一波 周泽政 +2 位作者 陈明 葛艳 王文娟 《农业机械学报》 北大核心 2025年第3期129-139,157,共12页
在植物表型分析中,植物器官分割是实现自动、准确、无损、高通量表型参数测量的关键。传统的植物器官分割方法凭借经验手动设置参数和调整算法,而现有的基于深度学习的分割方法存在对局部特征和全局特征表达能力不足的缺陷。针对以上问... 在植物表型分析中,植物器官分割是实现自动、准确、无损、高通量表型参数测量的关键。传统的植物器官分割方法凭借经验手动设置参数和调整算法,而现有的基于深度学习的分割方法存在对局部特征和全局特征表达能力不足的缺陷。针对以上问题,本文提出一个基于注意力机制的植物三维点云语义分割网络(APSegNet)。在编码阶段提出了一种基于注意力机制的局部(邻域)特征提取方法,充分利用多级点云特征,提高了网络提取点云局部(邻域)特征的能力。在解码阶段提出了一种结合特征距离和空间距离的双近邻插值上采样方法,更准确地恢复下采样时丢失的点云特征,进一步增强了网络对局部特征的表达能力。同时引入通道和多头空间自注意力机制,增强网络对某些重要通道的关注和全局几何结构的捕捉能力,提高了网络对全局特征的表达能力。在多种植物点云数据集上的实验结果表明,该方法语义分割平均交并比分别达到87.32%、79.68%、94.73%、91.43%、95.02%,均优于DGCNN、PointCNN、ShellNet等目前流行的深度学习网络。通过交叉验证实验和消融实验,证实了网络泛化性和有效性。在ShapeNet数据集上进行了相关实验,该网络在其他非植物三维点云目标语义分割任务上也取得了较好的分割结果。 展开更多
关键词 三维点云 注意力机制 植物器官分割 深度学习
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Polymorphism of apolipoprotein E gene and post-stroke vascular dementia
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作者 Xinjing Lin Changlin Hu +3 位作者 Yunlan Xie Xin Zhang Xiangping Liu ge yan 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第5期462-464,共3页
BACKGROUNO: Studies have indicated that the more certain etiological factors of vascular dementia are the sites, size and number of cerebrovascular lesions, but there are arguments all the time in the relationship of... BACKGROUNO: Studies have indicated that the more certain etiological factors of vascular dementia are the sites, size and number of cerebrovascular lesions, but there are arguments all the time in the relationship of genetic factors, especially apolipoprotein E gene, with the occurrence and development of vascular dementia. OBJECTIVE: To analyze the relationship between the polymorphism of apolipoprotein E gene and vascular dementia in stroke patients. OESIGN : A non-randomized grouped comparative observation at the same time SETTING : The Laboratory of Neurology, the Second Affiliated Hospital of Chongqing University of Medical Sciences. PARTICIPANTS: Totally 121 inpatients with stroke were selected from the Department of Neurology, the Second Affiliated Hospital of Chongqing University of Medical Sciences from January 2000 to December 2001. All the patients were accorded with the diagnostic standards for cerebrovascular diseases set by the Second National Academic Meeting for Cerebrovascular Disease, and confirmed by cranial CT or MRI. According to with vascular dementia or not, they were divided into vascular dementia group (n =58) and non-vascular dementia group (n =63). In the vascular dementia group, there were 37 males and 21 females, the average age was (59+8) years. They were all in accordance with the standard of the third edition of Diagnostic and Statistical Manual of Mental Disorders (DMS-Ⅲ), without conscious disturbance and language disorder; hospitalized within 3 days after the attack of cerebrovascular disease. In the non-vascular dementia group, there were 37 males and 26 females, the average age was (59±9.5) years. They all had no intellectual disturbance within 3 months after the attack of cerebrovascular disease. All the subjects agreed to supply blood samples for the experiment. METHOOS: ①Fasting venous blood (2 mL) was drawn from each patient in the morning to extract DNA. The frequencies of apolipoprotein E genotypes and alleles were detected with polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). ② Gene frequency was calculated using the gene calculation, genotype or allele frequency were compared using the Chi-square test. MAIN OUTCOME MEASURES : The frequencies of apolipoprotein E genotypes and alleles were compared between the two groups. RESULTS : All the 121 patients were involved in the analysis of results. Five genotypes of apolipoprotein E gene were detected, and ε2/2 genotype was not detected. The frequency of ε3/3 was the highest in both groups, the frequencies of ε4/4 genotype and ε4 allele were obviously higher in the vascular dementia group [9%(5/58), 24.1%] than in the non-vascular dementia group [3% (2/58), 19.0%, P 〈 0.05]. The genotype frequencies of ε2/2,ε2/4, ε3/3, ε2/3 and ε3/4 and the allele frequencies of ε2 and ε3 in the vascular dementia group [0, 2%(1/58), 57%(33/58), 3%(2/58), 29%(17/58); 2.6%, 73.3%] were not obviously different from those in the non-vascular dementia group [0, 2%(1/58), 59%(37/63), 6%(4/63), 30%(19/63); 4.0%, 77.0%, P〉 0.05]. CONCLUSION : The ε4/4 genotype of apolipoprotein E gene is closely correlated with the occurrence of vascular dementia, the ε4 allele may be a genetic susceptible factor of vascular dementia. 展开更多
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名中医戈焰基于“肝胃同病”论治岭南地区慢性非萎缩性胃炎经验 被引量:1
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作者 易涵 丁小萌 +2 位作者 尹建华 戈焰 陈垚 《陕西中医》 2025年第6期831-834,共4页
慢性非萎缩性胃炎(CNAG)在岭南地区的核心病机为脾虚肝郁、湿热滞胃。名中医戈焰在岭南临证多年,基于“肝胃同病”理论,提出“补虚开郁、清胃祛湿”的治法,并将CNAG分为以下三种证型:脾胃虚弱证、肝气郁结证、湿热滞胃证,治疗上,脾胃虚... 慢性非萎缩性胃炎(CNAG)在岭南地区的核心病机为脾虚肝郁、湿热滞胃。名中医戈焰在岭南临证多年,基于“肝胃同病”理论,提出“补虚开郁、清胃祛湿”的治法,并将CNAG分为以下三种证型:脾胃虚弱证、肝气郁结证、湿热滞胃证,治疗上,脾胃虚弱证以香砂六君子汤为基础,重用党参、白术、黄芪健运中焦;肝气郁结证以四逆散为核心,配伍柴胡、白芍疏肝和胃;湿热滞胃证则加用岭南特色草药救必应、蒲公英、火炭母清胃祛湿。戈焰老师紧扣岭南湿热气候及饮食特点,通过补虚开郁,清胃祛湿能显著改善CNAG症状。戈焰老师立足“病机-证型-治法”一体化诊疗模式,结合地域特色用药,临床疗效确切,为岭南地区CNAG的治疗提供了学术经验。 展开更多
关键词 慢性非萎缩性胃炎 慢性浅表性胃炎 肝胃同病 岭南地区 补虚 开郁
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长江口二号沉船出水绿釉瓷的腐蚀与脱落
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作者 赵萌 翟杨 +7 位作者 赵静 赵荦 张可欣 葛彦 李强 褚晓波 岳学峥 罗宏杰 《上海大学学报(自然科学版)》 北大核心 2025年第1期1-13,共13页
陶瓷器长期埋藏在水下环境会发生物理、化学及生物腐蚀.采用X射线荧光(X-ray fuorescence,XRF)光谱、扫描电镜-能量色散X射线(scanning electron microscope-energy dispersive X-ray,SEM-EDX)能谱、X射线衍射(X-ray diffraction,XRD)... 陶瓷器长期埋藏在水下环境会发生物理、化学及生物腐蚀.采用X射线荧光(X-ray fuorescence,XRF)光谱、扫描电镜-能量色散X射线(scanning electron microscope-energy dispersive X-ray,SEM-EDX)能谱、X射线衍射(X-ray diffraction,XRD)、傅里叶变换红外(Fourier transform infrared,FTIR)光谱和稳态荧光光致发光(photoluminescence,PL)发射光谱分析等测试方法,对长江口二号沉船出水的两件绿釉瓷样品的显微形貌与组成结构等进行了分析.结果表明:绿釉瓷样品是在由高温烧制的,以石英和莫来石为主的白胎和透明瓷层表面施加低温绿色铅釉所制;在长江口水下埋藏环境中,绿釉层出现了主要由微生物和化学变化导致的腐蚀凹坑、裂隙延伸,并形成了Pb(OH)Cl等腐蚀产物,这些腐蚀质导致釉层的裂纹扩展甚至贯通于绿釉层和透明瓷层的界面;绿釉层裂纹区域以及瓷釉界面处含有NaCl、CaCl_(2)、Na_(2)SO_(4)和CaSO_(4)等高吸湿性盐,其渗透压和吸水作用加速了绿釉层的脱落;微生物腐蚀、盐水溶液的渗透压等作用是加速绿釉层脱落的原因. 展开更多
关键词 出水陶瓷器 微生物腐蚀 釉层脱落 高吸湿性盐 渗透压作用
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薏苡仁汤对寒湿痹阻型胶原性关节炎大鼠Treg/Th17细胞失衡的调节作用 被引量:2
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作者 刘鑫鑫 田松云 +2 位作者 崔建博 葛炎 张国斌 《湖南中医药大学学报》 2025年第3期395-401,共7页
目的观察薏苡仁汤对寒湿痹阻型胶原性关节炎(CIA)大鼠的防治作用,探讨其对调节性T细胞(Treg)、辅助性T细胞17(Th17)的影响。方法采用Ⅱ型胶原注射联合气候箱模拟寒湿环境的方法进行造模,大鼠随机分为空白组、模型组、阳性组(来氟米特10 ... 目的观察薏苡仁汤对寒湿痹阻型胶原性关节炎(CIA)大鼠的防治作用,探讨其对调节性T细胞(Treg)、辅助性T细胞17(Th17)的影响。方法采用Ⅱ型胶原注射联合气候箱模拟寒湿环境的方法进行造模,大鼠随机分为空白组、模型组、阳性组(来氟米特10 mg/kg)及薏苡仁汤低、高剂量组(生药量分别为12、24 g/kg),每组8只。每日观察大鼠的整体情况,每周测量右后足的关节肿胀度。给药4周后,光学显微镜下观察踝关节切片的组织病理学;ELISA法检测疾病活动度指标类风湿因子(RF)、抗环瓜氨酸肽抗体(ACPA)、C反应蛋白(CRP)、血清转化生长因子-β(TGF-β)及白细胞介素-17A(IL-17A)水平;流式细胞术检测外周血中CD4^(+)CD25^(+)Foxp3^(+)Treg细胞、CD4^(+)IL-17^(+)Th17细胞所占CD4^(+)T细胞的比例。结果模型组大鼠整体情况符合寒湿痹阻型CIA的典型症状,关节可见强直、畸形、活动功能受限等现象;薏苡仁汤低、高剂量组大鼠整体情况和关节症状有所改善,关节肿胀度在给药3、4周时较模型组降低(P<0.01)。给药4周后,与模型组比较,薏苡仁汤低、高剂量组踝关节在炎性细胞浸润、滑膜/纤维组织增生、骨和软骨结构破坏等方面均有不同程度的改善,血清RF、ACPA、CRP水平均降低(P<0.05,P<0.01),外周血Treg细胞比例及其标志性细胞因子TGF-β水平升高(P<0.01),Th17细胞比例及其标志性细胞因子IL-17A水平降低(P<0.01)。薏苡仁汤高剂量组血清TGF-β水平较薏苡仁汤低剂量组增高(P<0.05),其他指标两组间差异均无统计学意义(P>0.05)。结论薏苡仁汤可改善寒湿痹阻型CIA大鼠的整体情况及关节症状,其作用机制可能与调节Treg/Th17细胞间的免疫失衡状态、减轻关节组织和全身的炎性反应、缓解关节软骨和骨的破坏等有关。 展开更多
关键词 胶原性关节炎 寒湿痹阻证 薏苡仁汤 调节性T细胞 辅助性T细胞17 转化生长因子-β 白细胞介素-17A
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“促修复为主”治疗消化性溃疡的探讨 被引量:1
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作者 葛燕 沈咏梅 +2 位作者 刘姝 曾陈娟 耿福能 《中国现代应用药学》 北大核心 2025年第8期1437-1442,共6页
长期以来,抑酸为主的消化性溃疡治疗习惯导致抑酸剂不合理用药增多,不良反应报道日益增多,溃疡复发率居高不下。实际上胃酸是一种正常的生理性存在,并不是消化性溃疡发生的根本原因。消化道黏膜屏障受损才是引发溃疡的关键因素。促进溃... 长期以来,抑酸为主的消化性溃疡治疗习惯导致抑酸剂不合理用药增多,不良反应报道日益增多,溃疡复发率居高不下。实际上胃酸是一种正常的生理性存在,并不是消化性溃疡发生的根本原因。消化道黏膜屏障受损才是引发溃疡的关键因素。促进溃疡愈合的核心在于迅速修复受损的黏膜屏障。本文提出,消化性溃疡的治疗应以“促进修复为主,抑制胃酸为辅”。本文从抑酸剂存在的问题、消化性溃疡的发病机制,以及修复类药物的疗效与现存问题等多个维度,对该观点的合理性与科学性进行了详尽阐述。 展开更多
关键词 消化性溃疡 胃酸 黏膜 修复
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