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基于GAM的海阳近海三疣梭子蟹资源丰度与环境因子的关系
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作者 宫源廷 赵国庆 +2 位作者 张玉钦 唐永政 王志杨 《烟台大学学报(自然科学与工程版)》 2026年第1期63-71,共9页
基于2010—2024年海阳近海8月三疣梭子蟹(Portunus trituberculatus)调查数据与当年5—8月的海表温度(SST)、盐度(Sal)、溶解氧浓度(DO)和叶绿素a浓度(Chl-a)等环境数据,采用广义可加模型(GAM)分析了三疣梭子蟹资源丰度与这4项关键环境... 基于2010—2024年海阳近海8月三疣梭子蟹(Portunus trituberculatus)调查数据与当年5—8月的海表温度(SST)、盐度(Sal)、溶解氧浓度(DO)和叶绿素a浓度(Chl-a)等环境数据,采用广义可加模型(GAM)分析了三疣梭子蟹资源丰度与这4项关键环境因子的关系。结果显示,在资源丰度与环境因子的关系研究中,5、6、7、8月模型总偏差解释率为62.8%~80.4%,5月模型解释率最高为80.4%,说明5月环境因子对当年8月三疣梭子蟹资源丰度的影响最为显著,其中5月SST对三疣梭子蟹资源丰度的解释率最大为44.8%。本研究推断5月环境因子特别是SST对于8月三疣梭子蟹资源丰度具有重要影响,为根据环境因子预报8月三疣梭子蟹资源丰度提供科学依据。 展开更多
关键词 三疣梭子蟹 资源丰度 海洋环境因子 gam 海阳近海
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Peak current reduction in presence of RF phase modulationin the dual RF system
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作者 Jiang Bocheng Zhang Yao Tsai Cheng-Ying 《强激光与粒子束》 北大核心 2026年第1期160-165,共6页
[Background]High harmonic cavities are widely used in electron storage rings to lengthen thebunch,lower the bunch peak current,thereby reducing the IBS effect,enhancing the Touschek lifetime,as well asproviding Landau... [Background]High harmonic cavities are widely used in electron storage rings to lengthen thebunch,lower the bunch peak current,thereby reducing the IBS effect,enhancing the Touschek lifetime,as well asproviding Landau damping,which is particularly important for storage rings operating with ultra-low emittance or atlow beam energy.[Purpose]To further increase the bunch length without additional hardware costs,the phasemodulation in a dual-RF system is considered.[Methods]In this paper,turn-by-turn simulations incorporating randomsynchrotron radiation excitation are conducted,and a brief analysis is presented to explain the bunch lengtheningmechanism.[Results]Simulation results reveal that the peak current can be further reduced,thereby mitigating IBSeffects and enhancing the Touschek lifetime.Although the energy spread increases,which tends to reduce thebrightness of higher-harmonic radiation from the undulator,the brightness of the fundamental harmonic can,in fact,beimproved. 展开更多
关键词 dual high-frequency system phase modulation beam bunch stretching intra-beam scattering
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Evaluation of Reinforcement Learning-Based Adaptive Modulation in Shallow Sea Acoustic Communication
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作者 Yifan Qiu Xiaoyu Yang +1 位作者 Feng Tong Dongsheng Chen 《哈尔滨工程大学学报(英文版)》 2026年第1期292-299,共8页
While reinforcement learning-based underwater acoustic adaptive modulation shows promise for enabling environment-adaptive communication as supported by extensive simulation-based research,its practical performance re... While reinforcement learning-based underwater acoustic adaptive modulation shows promise for enabling environment-adaptive communication as supported by extensive simulation-based research,its practical performance remains underexplored in field investigations.To evaluate the practical applicability of this emerging technique in adverse shallow sea channels,a field experiment was conducted using three communication modes:orthogonal frequency division multiplexing(OFDM),M-ary frequency-shift keying(MFSK),and direct sequence spread spectrum(DSSS)for reinforcement learning-driven adaptive modulation.Specifically,a Q-learning method is used to select the optimal modulation mode according to the channel quality quantified by signal-to-noise ratio,multipath spread length,and Doppler frequency offset.Experimental results demonstrate that the reinforcement learning-based adaptive modulation scheme outperformed fixed threshold detection in terms of total throughput and average bit error rate,surpassing conventional adaptive modulation strategies. 展开更多
关键词 Adaptive modulation Shallow sea underwater acoustic modulation Reinforcement learning
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Noncovalent modulation for isolated cobalt-N_(4) sites via metalphthalocyanine molecule confinement boosts electrosynthesis of hydrogen peroxide
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作者 Xiaogang Li Nan Zhang +4 位作者 Hua Zhang Xindie Jin Baojuan Xi Shenglin Xiong Xin Wang 《Nano Research》 2026年第1期347-355,共9页
Electrosynthesis of hydrogen peroxide through the two-electron oxygen reduction pathway provides a crucial alternative to the energy-intensive anthraquinone process.Nevertheless,the efficicency for hydrogen peroxide g... Electrosynthesis of hydrogen peroxide through the two-electron oxygen reduction pathway provides a crucial alternative to the energy-intensive anthraquinone process.Nevertheless,the efficicency for hydrogen peroxide generation is limited by the competitive four-electron pathway.In this work,we report a noncovalent modulation strategy for the isolated CoN_(4) sites by metal-phthalocyanine molecules confinement,which boosts the two-electron oxygen reduction towards generating hydrogen peroxide.The confined Co-phthalocyanine molecules on CoN_(4) sites through π-π interactions induce the competitive*OOH adsorption between the two Co sites formed nanochannel.This noncovalent modulation contributes to the weakened*OOH binding on CoN_(4) sites and thus suppresses its further dissociation,achieving the maximum selectivity of 95% with high activity for H_(2)O_(2)production.This work shows that tailoring noncovalent interactions beyond the binding sites is a promising approach to modulate the local structure of isolated metal sites and related catalytic performance. 展开更多
关键词 single-atom sites molecule confinement noncovalent modulation hydrogen peroxide electrosynthesis
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Performance of Free Space Optical Communication System Based on M-ary PPM Modulation over Double Generalized Gamma Channel 被引量:1
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作者 Mohamed Maalej Hichem Besbes 《China Communications》 SCIE CSCD 2020年第4期19-30,共12页
In this paper, we provide analytical results on average Symbol Error Probability(SEP) of a Free Space Optics(FSO) link employing M-ary Pulse Position Modulation(PPM), subjected to turbulent atmosphere modeled with Dou... In this paper, we provide analytical results on average Symbol Error Probability(SEP) of a Free Space Optics(FSO) link employing M-ary Pulse Position Modulation(PPM), subjected to turbulent atmosphere modeled with Double Generalized Gamma(DGG) distribution. FSO link is generally impaired by turbulent atmosphere and pointing errors. As far as we know, results are presented in previous works by considering the atmosphere turbulence modeled with a Gamma-Gamma distribution. In our work, we also give asymptotic results on average SEP in order to approximate its evolution at high Signal-to-Noise-Ratio(SNR). Numerical results showed that FSO link performance is enhanced when PPM-modulation index is increased, for both strong and moderate turbulence regimes, and for both strong and weak pointing error jitter. Monte-Carlo simulations were presented to corroborate our analytical expressions. 展开更多
关键词 FSO DGG atmospheric turbulence PPM modulation SEP POINTING error
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基于NODE-GAM模型的太平洋中部大眼金枪鱼CPUE时空分布及其与环境因子的关系
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作者 周淑婷 邹晓荣 李东旭 《广东海洋大学学报》 北大核心 2025年第1期55-61,共7页
【目的】研究太平洋大眼金枪鱼(Thunnus obesus)的时空分布及不同环境因子对大眼金枪鱼单位捕捞努力量渔获量(CPUE)影响的规律,为大眼金枪鱼延绳钓的科学生产及渔业管理等提供参考。【方法】根据2018―2021年太平洋延绳钓作业数据,结合... 【目的】研究太平洋大眼金枪鱼(Thunnus obesus)的时空分布及不同环境因子对大眼金枪鱼单位捕捞努力量渔获量(CPUE)影响的规律,为大眼金枪鱼延绳钓的科学生产及渔业管理等提供参考。【方法】根据2018―2021年太平洋延绳钓作业数据,结合表层、100、200、300 m海水温度,海水表层盐度和海表层叶绿素a质量浓度等同期海洋环境数据,使用广义可加性神经遗忘决策集成模型(NODE-GAM)分析太平洋大眼金枪鱼CPUE时空分布及对环境因子的响应规律。【结果与结论】太平洋大眼金枪鱼渔获数量和CPUE值在年际分布和月度分布上的差异均很大。整体来看,太平洋中部大眼金枪鱼盛渔期为9―12月,低潮期为1―8月;2018―2021年间,渔场范围有逐年向东向南扩散的趋势,其中高产渔场区主要集中在赤道两侧、10°N―10°S之间的广阔海域。环境因子对大眼金枪鱼CPUE的相对重要性指数从大到小依次为200 m海水温度、100 m海水温度、300 m海水温度、海水表面温度叶绿素a质量浓度和海水表层盐度。NODE-GAM模型的均方误差为0.085,较广义可加性模型、随机森林和反向传播神经网络分别降低了63.0%、43.3%和29.2%。 展开更多
关键词 大眼金枪鱼 单位捕捞努力量渔获量 时空分布 环境因子 太平洋 NODE-gam
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基于改进EMD和GAM-TCN模型的抽水蓄能机组状态趋势预测
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作者 惠振国 胡志平 +2 位作者 孙政 祝旭 许颜贺 《水电能源科学》 北大核心 2025年第6期175-179,共5页
作为抽水蓄能电站能量转换的核心设备,抽蓄机组运行状态的准确预测对保证电站安全运行具有重要意义。为此,提出一种基于改进经验模态分解(IEMD)和全局注意力机制优化时间卷积网络(GAM-TCN)的机组状态趋势预测方法。首先,鉴于振动信号对... 作为抽水蓄能电站能量转换的核心设备,抽蓄机组运行状态的准确预测对保证电站安全运行具有重要意义。为此,提出一种基于改进经验模态分解(IEMD)和全局注意力机制优化时间卷积网络(GAM-TCN)的机组状态趋势预测方法。首先,鉴于振动信号对机组运行状态的直观表征作用,利用IEMD对振动信号进行分解,得到固有模态分量(IMFs)集合;其次,针对IMFs呈现的多频段、多尺度特征,构建一种新型的GAM-TCN模型,自适应捕获更为精细的数据全局信息,显著提升预测精度。工程实例结果表明,所提方法有助于获取更为精确的状态趋势预测结果,对推动机组智能运维策略发展具有重要意义。 展开更多
关键词 抽水蓄能机组 状态趋势预测 经验模态分解 gam TCN
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Spin-dependent amplitude and phase modulation with multifold interferences via single-layer diatomic all-silicon metasurfaces 被引量:2
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作者 Hui Li Chenhui Zhao +6 位作者 Jie Li Hang Xu Wenhui Xu Qi Tan Chunyu Song Yun Shen Jianquan Yao 《Opto-Electronic Science》 2025年第3期2-15,共14页
Diatomic metasurfaces designed for interferometric mechanisms possess significant potential for the multidimensional manipulation of electromagnetic waves,including control over amplitude,phase,frequency,and polarizat... Diatomic metasurfaces designed for interferometric mechanisms possess significant potential for the multidimensional manipulation of electromagnetic waves,including control over amplitude,phase,frequency,and polarization.Geometric phase profiles with spin-selective properties are commonly associated with wavefront modulation,allowing the implementation of conjugate strategies within orthogonal circularly polarized channels.Simultaneous control of these characteristics in a single-layered diatomic metasurface will be an apparent technological extension.Here,spin-selective modulation of terahertz(THz)beams is realized by assembling a pair of meta-atoms with birefringent effects.The distinct modulation functions arise from geometric phase profiles characterized by multiple rotational properties,which introduce independent parametric factors that elucidate their physical significance.By arranging the key parameters,the proposed design strategy can be employed to realize independent amplitude and phase manipulation.A series of THz metasurface samples with specific modulation functions are characterized,experimentally demonstrating the accuracy of on-demand manipulation.This research paves the way for all-silicon meta-optics that may have great potential in imaging,sensing and detection. 展开更多
关键词 diatomic metasurface geometric phase complex amplitude modulation spin-selective
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Bioinspired smart dual-layer hydrogels system with synchronous solar and thermal radiation modulation for energy-saving all-season temperature regulation 被引量:1
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作者 Meng-Chen Huang Chao-Hua Xue +8 位作者 Zhongxue Bai Jun Cheng Yong-Gang Wu Chao-Qun Ma Li Wan Long Xie Hui-Di Wang Bing-Ying Liu Xiao-Jing Guo 《Journal of Energy Chemistry》 2025年第2期175-190,I0005,共17页
All-season thermal management with zero energy consumption and emissions is more crucial to global decarbonization over traditional energy-intensive cooling/heating systems.However,the static single thermal management... All-season thermal management with zero energy consumption and emissions is more crucial to global decarbonization over traditional energy-intensive cooling/heating systems.However,the static single thermal management for cooling or heating fails to self-regulate the temperature in dynamic seasonal temperature condition.Herein,inspired by the dual-temperature regulation function of the fur color changes on the backs and abdomens of penguins,a smart thermal management composite hydrogel(PNA@H-PM Gel)system was subtly created though an"on-demand"dual-layer structure design strategy.The PNA@H-PM Gel system features synchronous solar and thermal radiation modulation as well as tunable phase transition temperatures to meet the variable seasonal thermal requirements and energy-saving demands via self-adaptive radiative cooling and solar heating regulation.Furthermore,this system demonstrates superb modulations of both the solar reflectance(ΔR=0.74)and thermal emissivity(ΔE=0.52)in response to ambient temperature changes,highlighting efficient temperature regulation with average radiative cooling and solar heating effects of 9.6℃in summer and 6.1℃in winter,respectively.Moreover,compared to standard building baselines,the PNA@H-PM Gel presents a more substantial energy-saving cooling/heating potentials for energy-efficient buildings across various regions and climates.This novel solution,inspired by penguins in the real world,will offer a fresh approach for producing intelligent,energy-saving thermal management materials,and serve for temperature regulation under dynamic climate conditions and even throughout all seasons. 展开更多
关键词 Thermochromic hydrogel Self-adaptive thermal management Radiative cooling Spectral modulation ENERGY-SAVING
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Ion-modulation optoelectronic neuromorphic devices:mechanisms,characteristics,and applications 被引量:1
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作者 Xiaohan Meng Runsheng Gao +1 位作者 Xiaojian Zhu Run-Wei Li 《Journal of Semiconductors》 2025年第2期24-36,共13页
The traditional von Neumann architecture faces inherent limitations due to the separation of memory and computa-tion,leading to high energy consumption,significant latency,and reduced operational efficiency.Neuromorph... The traditional von Neumann architecture faces inherent limitations due to the separation of memory and computa-tion,leading to high energy consumption,significant latency,and reduced operational efficiency.Neuromorphic computing,inspired by the architecture of the human brain,offers a promising alternative by integrating memory and computational func-tions,enabling parallel,high-speed,and energy-efficient information processing.Among various neuromorphic technologies,ion-modulated optoelectronic devices have garnered attention due to their excellent ionic tunability and the availability of multi-dimensional control strategies.This review provides a comprehensive overview of recent progress in ion-modulation optoelec-tronic neuromorphic devices.It elucidates the key mechanisms underlying ionic modulation of light fields,including ion migra-tion dynamics and capture and release of charge through ions.Furthermore,the synthesis of active materials and the proper-ties of these devices are analyzed in detail.The review also highlights the application of ion-modulation optoelectronic devices in artificial vision systems,neuromorphic computing,and other bionic fields.Finally,the existing challenges and future direc-tions for the development of optoelectronic neuromorphic devices are discussed,providing critical insights for advancing this promising field. 展开更多
关键词 ion migration optoelectronic modulation optoelectronic device neuromorphic computing artificial vision system
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Defect Engineering with Rational Dopants Modulation for High‑Temperature Energy Harvesting in Lead‑Free Piezoceramics
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作者 Kaibiao Xi Jianzhe Guo +2 位作者 Mupeng Zheng Mankang Zhu Yudong Hou 《Nano-Micro Letters》 SCIE EI CAS 2025年第3期87-101,共15页
High temperature piezoelectric energy harvester(HTPEH)is an important solution to replace chemical battery to achieve independent power supply of HT wireless sensors.However,simultaneously excellent performances,inclu... High temperature piezoelectric energy harvester(HTPEH)is an important solution to replace chemical battery to achieve independent power supply of HT wireless sensors.However,simultaneously excellent performances,including high figure of merit(FOM),insulation resistivity(ρ)and depolarization temperature(Td)are indispensable but hard to achieve in lead-free piezoceramics,especially operating at 250°C has not been reported before.Herein,well-balanced performances are achieved in BiFeO3–BaTiO3 ceramics via innovative defect engineering with respect to delicate manganese doping.Due to the synergistic effect of enhancing electrostrictive coefficient by polarization configuration optimization,regulating iron ion oxidation state by high valence manganese ion and stabilizing domain orientation by defect dipole,comprehensive excellent electrical performances(Td=340°C,ρ250°C>10^(7)Ωcm and FOM_(250°C)=4905×10^(–15)m^(2)N^(−1))are realized at the solid solubility limit of manganese ions.The HT-PEHs assembled using the rationally designed piezoceramic can allow for fast charging of commercial electrolytic capacitor at 250°C with high energy conversion efficiency(η=11.43%).These characteristics demonstrate that defect engineering tailored BF-BT can satisfy high-end HT-PEHs requirements,paving a new way in developing selfpowered wireless sensors working in HT environments. 展开更多
关键词 Lead-free piezoceramic Defect engineering Dopants modulation High-temperature Piezoelectric energy harvester
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Increase in the variability of terrestrial carbon uptake in response to enhanced future ENSO modulation
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作者 Younong Li Li Dan +2 位作者 Jing Peng Qidong Yang Fuqiang Yang 《Atmospheric and Oceanic Science Letters》 2025年第1期32-38,共7页
El Niño-Southern Oscillation(ENSO)is a major driver of climate change in middle and low latitudes and thus strongly influences the terrestrial carbon cycle through land-air interaction.Both the ENSO modulation an... El Niño-Southern Oscillation(ENSO)is a major driver of climate change in middle and low latitudes and thus strongly influences the terrestrial carbon cycle through land-air interaction.Both the ENSO modulation and carbon flux variability are projected to increase in the future,but their connection still needs further investigation.To investigate the impact of future ENSO modulation on carbon flux variability,this study used 10 CMIP6 earth system models to analyze ENSO modulation and carbon flux variability in middle and low latitudes,and their relationship,under different scenarios simulated by CMIP6 models.The results show a high consistency in the simulations,with both ENSO modulation and carbon flux variability showing an increasing trend in the future.The higher the emissions scenario,especially SSP5-8.5 compared to SSP2-4.5,the greater the increase in variability.Carbon flux variability in the middle and low latitudes under SSP2-4.5 increases by 30.9%compared to historical levels during 1951-2000,while under SSP5-8.5 it increases by 58.2%.Further analysis suggests that ENSO influences mid-and low-latitude carbon flux variability primarily through temperature.This occurrence may potentially be attributed to the increased responsiveness of gross primary productivity towards regional temperature fluctuations,combined with the intensified influence of ENSO on land surface temperatures. 展开更多
关键词 Carbon variability ENSO modulation CMIP6 models
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基于改进GAM-YOLOv8的矸石充填捣实识别研究与应用
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作者 尹春雷 高亮亮 +2 位作者 王际欣 吴海峰 薛文强 《煤矿机械》 2025年第6期212-217,共6页
针对充填开采过程中人工触发压实、控制不及时造成的矸石物料浪费问题,提出了基于全局注意力机制(GAM)、数据增强和正则化的YOLOv8网络模型,用于检测矸石物料达到捣实标准并触发捣实。通过建立YOLOv8网络架构,加入GAM算法来得到时间和... 针对充填开采过程中人工触发压实、控制不及时造成的矸石物料浪费问题,提出了基于全局注意力机制(GAM)、数据增强和正则化的YOLOv8网络模型,用于检测矸石物料达到捣实标准并触发捣实。通过建立YOLOv8网络架构,加入GAM算法来得到时间和空间检测的非线性特性。通过对比分析,改进的GAM-YOLOv8模型精确度98.43%、召回率93.79%、mAP 98.67%,均有明显提升。该模型实现了滑落矸石快速且准确的识别,在很大程度上提高了触发捣实的及时性,为实现充填工作面智能控制提供了技术支持。 展开更多
关键词 矸石捣实 YOLOv8 gam 数据增强 精确度
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Cation and anion modulation activates lattice oxygen for enhanced oxygen evolution 被引量:1
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作者 Mingxing Chen Zihe Du +8 位作者 Nian Liu Huijie Li Jing Qi Enbo Shangguan Jing Li Jiahao Cao Shujiao Yang Wei Zhang Rui Cao 《Chinese Journal of Catalysis》 2025年第2期282-291,共10页
Oxygen evolution reaction(OER)is often regarded as a crucial bottleneck in the field of renewable energy storage and conversion.To further accelerate the sluggish kinetics of OER,a cation and anion modulation strategy... Oxygen evolution reaction(OER)is often regarded as a crucial bottleneck in the field of renewable energy storage and conversion.To further accelerate the sluggish kinetics of OER,a cation and anion modulation strategy is reported here,which has been proven to be effective in preparing highly active electrocatalyst.For example,the cobalt,sulfur,and phosphorus modulated nickel hydroxide(denoted as NiCoPSOH)only needs an overpotential of 232 mV to reach a current density of 20 mA cm^(–2),demonstrating excellent OER performances.The cation and anion modulation facilitates the generation of high-valent Ni species,which would activate the lattice oxygen and switch the OER reaction pathway from conventional adsorbate evolution mechanism to lattice oxygen mechanism(LOM),as evidenced by the results of electrochemical measurements,Raman spectroscopy and differential electrochemical mass spectrometry.The LOM pathway of NiCoPSOH is further verified by the theoretical calculations,including the upshift of O 2p band center,the weakened Ni–O bond and the lowest energy barrier of rate-limiting step.Thus,the anion and cation modulated catalyst NiCoPSOH could effectively accelerate the sluggish OER kinetics.Our work provides a new insight into the cation and anion modulation,and broadens the possibility for the rational design of highly active electrocatalysts. 展开更多
关键词 Oxygen evolution reaction ELECTROCATALYSIS Lattice oxygen mechanism High-valent metal species Cation and anion modulation
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基于GAM模型的三峡水库运行前后荆江河段水沙变化特征分析
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作者 丁佳伟 彭玉明 +2 位作者 陈燕飞 沈健 黄烈敏 《人民珠江》 2025年第1期59-68,共10页
为探究三峡水库运行前后荆江河段水沙的不同变化特征,采用Mann-Kendall趋势检验法和R/S分析法对荆江河段水沙变化趋势进行分析及预测,构建广义加性模型(Generalized Additive Model,GAM)定量化分析三峡出库水沙对荆江河段水沙的影响作... 为探究三峡水库运行前后荆江河段水沙的不同变化特征,采用Mann-Kendall趋势检验法和R/S分析法对荆江河段水沙变化趋势进行分析及预测,构建广义加性模型(Generalized Additive Model,GAM)定量化分析三峡出库水沙对荆江河段水沙的影响作用。结果表明:三峡水库运行之后,荆江河段年均含沙量出现大幅下降,且在未来10a将持续下降,而年均流量变化较小;水沙年内分配极不均匀,峰值均出现在7月。三峡出库水沙对荆江河段含沙量呈现显著的非线性影响,对流量则呈现线性影响;三峡出库水沙对荆江河段水沙影响显著,三峡出库输沙量对荆江河段含沙量的解释度达到了90%,三峡出库流量对荆江河段流量的解释度达到了99%。三峡出库水沙量在不同区间时,荆江河段含沙量随之呈现不同的变化特征,总体表现为三峡出库水沙处于中低水平时,对荆江河段含沙量影响作用更加显著。通过GAM模型,对三峡水库运行前后荆江河段水沙变化过程特征进行了定量化分析研究,为荆江河段水沙研究治理提供科学依据。 展开更多
关键词 输沙量 含沙量 流量 趋势 gam模型 荆江河段
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基于广义相加模型(GAM)的虎生境适宜性评估
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作者 刘乐超 王文博 杨庆宇 《云南地理环境研究》 2025年第4期58-69,共12页
为评估虎生境适宜性,以云南省为研究区域,收集了2000年左右虎的分布数据及海拔、坡度、年平均温度等9个环境因子数据。通过皮尔逊相关系数分析剔除相关性较高的海拔和年平均温度后,剩余7个因子经Maxent模型分析确定年平均降水量、与人... 为评估虎生境适宜性,以云南省为研究区域,收集了2000年左右虎的分布数据及海拔、坡度、年平均温度等9个环境因子数据。通过皮尔逊相关系数分析剔除相关性较高的海拔和年平均温度后,剩余7个因子经Maxent模型分析确定年平均降水量、与人类活动用地距离、与河流距离、归一化植被指数(NDVI)和坡度作为5个关键环境因子。基于R语言mgcv包的gam函数构建广义相加模型(GAM),结合2022年的年平均降水量、NDVI及与人类活动用地距离数据,完成对2022年云南省虎生境适宜性的评估。结果显示,2022年云南省适宜虎生存的区域主要集中在南部和西部的德宏、临沧、普洱、红河等边境地区;与2000年相比,虎的生境适宜性显著下降,年平均降水量是影响虎生境适宜性的最主要因子。 展开更多
关键词 广义相加模型(gam) 生境适宜性 环境因子
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基于GAM-DLM的区域用电需求精细化分解及要素匹配技术研究
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作者 赵骞 郑抗震 +2 位作者 邱佳 曹有霞 王品 《煤炭经济研究》 2025年第11期89-95,共7页
用电需求受到经济、气象、业务扩充等多重因素的耦合影响,而现有研究难以有效拆解各因素的独立作用,也缺乏对其影响权重的量化方法,从而导致用电异常难以精准归因,预测可靠性受限。为识别并量化不同因素对用电变化的影响,构建了一套可... 用电需求受到经济、气象、业务扩充等多重因素的耦合影响,而现有研究难以有效拆解各因素的独立作用,也缺乏对其影响权重的量化方法,从而导致用电异常难以精准归因,预测可靠性受限。为识别并量化不同因素对用电变化的影响,构建了一套可解释的驱动分量分解体系,采用广义加性模型+动态线性模型(GAM-DLM)模型对总用电需求进行分解,并基于改进正交匹配追踪(IStOMP)算法建立各分量与影响因素之间的匹配机制,从而量化关键因子的权重。以某省新能源车整车制造行业全年的日用电数据作为验证案例,应用所提方法进行实证研究,结果表明该方法能够有效剥离多因素的独立作用并实现权重量化,为用电需求的精准管理与预测分析提供了方法依据。 展开更多
关键词 用电需求预测 gam DLM 驱动分量分解 影响因素量化
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Crystallization Modulation and Holistic Passivation Enables Efficient Two‑Terminal Perovskite/CuIn(Ga)Se_(2)Tandem Solar Cells
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作者 Cong Geng Kuanxiang Zhang +7 位作者 Changhua Wang Chung Hsien Wu Jiwen Jiang Fei Long Liyuan Han Qifeng Han Yi‑Bing Cheng Yong Peng 《Nano-Micro Letters》 SCIE EI CAS 2025年第1期205-215,共11页
Two-terminal(2-T)perovskite(PVK)/CuIn(Ga)Se_(2)(CIGS)tandem solar cells(TSCs)have been considered as an ideal tandem cell because of their best bandgap matching regarding to Shockley–Queisser(S–Q)limits.However,the ... Two-terminal(2-T)perovskite(PVK)/CuIn(Ga)Se_(2)(CIGS)tandem solar cells(TSCs)have been considered as an ideal tandem cell because of their best bandgap matching regarding to Shockley–Queisser(S–Q)limits.However,the nature of the irregular rough morphology of commercial CIGS prevents people from improving tandem device performances.In this paper,D-homoserine lactone hydrochloride is proven to improve coverage of PVK materials on irregular rough CIGS surfaces and also passivate bulk defects by modulating the growth of PVK crystals.In addition,the minority carriers near the PVK/C60 interface and the incompletely passivated trap states caused interface recombination.A surface reconstruction with 2-thiopheneethylammonium iodide and N,N-dimethylformamide assisted passivates the defect sites located at the surface and grain boundaries.Meanwhile,LiF is used to create this field effect,repelling hole carriers away from the PVK and C60 interface and thus reducing recombination.As a result,a 2-T PVK/CIGS tandem yielded a power conversion efficiency of 24.6%(0.16 cm^(2)),one of the highest results for 2-T PVK/CIGS TSCs to our knowledge.This validation underscores the potential of our methodology in achieving superior performance in PVK/CIGS tandem solar cells. 展开更多
关键词 PVK/CIGS TSCs Irregular rough surfaces Modulating the growth PVK/C60 interface recombination
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基于BOCD-PCMCI-GAM的上海碳权交易价的因果发现与预测
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作者 陆欣怡 陈雪东 张斌 《湖州师范学院学报》 2025年第8期16-23,共8页
构建BOCD-PCMCI-GAM模型,对2016年1月4日至2024年6月13日上海碳排放权交易价格进行预测研究。该模型采用贝叶斯在线变点检测(BOCD)识别非平稳碳排放权交易数据的结构突变点,通过PCMCI(Perter-Clark Mementary Conditional Independence... 构建BOCD-PCMCI-GAM模型,对2016年1月4日至2024年6月13日上海碳排放权交易价格进行预测研究。该模型采用贝叶斯在线变点检测(BOCD)识别非平稳碳排放权交易数据的结构突变点,通过PCMCI(Perter-Clark Mementary Conditional Independence)算法准确发现变量间的因果结构和关系,并将发现的因果结构嵌入广义可加模型(GAM)进行滚动预测。将该BOCD-PCMCI-GAM模型与ARIMA、VAR和LSTM模型进行对比实验,结果表明,在综合考虑宏观经济、气候变化、能源指数和国际汇率等多维影响因素的建模框架下,BOCD-PCMCI-GAM模型具有最小的预测误差和最高的决定系数,展现出显著的预测优势。 展开更多
关键词 碳排放权交易价格 贝叶斯在线变点检测 PCMCI因果发现 广义可加模型
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The Role of the Subnucleus Reticularis Dorsalis(SRD)in Pain Modulation:A Literature Review
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作者 Zi-yan Zhang Jia-le Mei +6 位作者 Yi-qing Rao Ke-xing Wan Jia-jia Huang Ling-ling Yu Xiang-hong Jing Man Li Zheng-tao Lv 《Current Medical Science》 2025年第4期745-754,共10页
The subnucleus reticularis dorsalis(SRD),also known as the dorsal reticular nucleus(DRt)or dorsal medullary reticular nucleus(MdD),which resides at the caudal end of the medulla,plays a pivotal role in regulating pain... The subnucleus reticularis dorsalis(SRD),also known as the dorsal reticular nucleus(DRt)or dorsal medullary reticular nucleus(MdD),which resides at the caudal end of the medulla,plays a pivotal role in regulating pain perception.Despite extensive research efforts to unravel its mechanisms,the operational intricacies of SRD remain poorly understood.Advances in experimental methodologies such as brain imaging and chemogenetics have facilitated deeper investigations into the involvement of SRD in various pain disorders.This comprehensive review aims to analyze 36 years(1989–2024)of preclinical research highlighting the critical role of SRD in diffuse noxious inhibitory control(DNIC),also known as conditioned pain modulation(CPM)in humans,and its interconnected neural circuits.Moreover,this review explores the neural circuits related to SRD,including locus coeruleus(LC)-SRD,parabrachial nucleus(PBN)-SRD,rostroventromedial medulla(RVM)-ventrolateral medulla(VLM)-SRD,anterior cingulate cortex(ACC)-SRD,medial medullary reticular formation(mMRF)-SRD,and dorsal striatum(DS)-SRD.Their activation also plays a significant role in analgesia.The pivotal roles of neurotransmitters such asμ-opioid receptor(MOR),noradrenaline,and metabotropic glutamate receptor 7(mGluR7)in modulating SRD responsiveness to pain stimuli are also discussed,as are the influences of SRD on different pain types.This review identified promising avenues for innovative analgesic treatments by shedding light on potential therapeutic strategies targeting SRD. 展开更多
关键词 SRD DNIC Pain modulation Descending modulation pathways Neural circuits NEUROTRANSMITTERS
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