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Researching the Deep Blue
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作者 NI YANSHUO 《ChinAfrica》 2025年第7期42-45,共4页
South Africa strengthens its efforts in polar and ocean research Under the command of Ashley Johnson,the iron gate on the starboard side of the S.A.Agulhas II vessel opened slowly,and the paired bongo nets,supported b... South Africa strengthens its efforts in polar and ocean research Under the command of Ashley Johnson,the iron gate on the starboard side of the S.A.Agulhas II vessel opened slowly,and the paired bongo nets,supported by a mechanised framework,gradually sank 100 metres into the sea.After being towed for a while,they were retrieved,and scientists on board sampled the plankton collected for analysis.Simultaneously,the bongo nets also gathered data on temperature,salinity,conductivity,and depth.Following this,the scientists deployed Niskin bottles to collect water samples from various depths. 展开更多
关键词 iron gate bongo nets mechanised frameworkgradually polar ocean research s agulhas ii deep blue south africa polar research ocean research
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Stable deep blue organic light emitting diodes with CIE of y<0.10 based on quinazoline and carbazole units 被引量:1
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作者 Bowen Li Xiang'an Song +5 位作者 Xi Jiang Zhiyi Li Fengyun Guo Ying Wang Liancheng Zhao Yong Zhang 《Chinese Chemical Letters》 SCIE CAS CSCD 2020年第5期1188-1192,共5页
Achieving stable deep blue organic light emitting diodes(OLEDs)with narrow full width at half maximum(FWHM)and color gamut in the range of the commission International de L’Eclairage(CIE)ofy≤0.10 is still challengin... Achieving stable deep blue organic light emitting diodes(OLEDs)with narrow full width at half maximum(FWHM)and color gamut in the range of the commission International de L’Eclairage(CIE)ofy≤0.10 is still challenging in display and lighting applications.In this investigation,three donor-acceptor(D-A)deep-blue emitters were designed and synthesized via integrating asymmetric quinazoline(PQ)acceptor with weak donating carbazole(Cz)donor.The effect of the position and number of Cz group in PQunit are investigated,which is also first examples for syste matic research about the effect of different position of asymmetric PQ as acceptor on deep OLEDs.Their bandgaps of 3.12~3.19 eV and the singlet state energy levels of 3.12~3.19 eV were found to be sufficiently large to achieve deep blue light.As expected,these emitters-based OLEDs exhibit deep blue emission with the maximum wavelength≤450 nm and narrow FWHM≈60 nm.Especially,a CIE ofy=0.080 was achieved for 4 PQ-Cz-based OLED.Significantly,the deep blue electroluminescence(EL)spectra of these three emitters-based OLEDs are very stable and the corresponding CIE coordinates deviation(ΔCIE(x,y))can be negligible under the applied voltage ranging from 5 V to 9 V. 展开更多
关键词 Organic light-emitting diodes deep blue em itter QUINAZOLINE CARBAZOLE Electroluminescence
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Efficient deep blue OLEDs with extremely low efficiency roll-off at high brightness based on phenanthroimidazole derivatives
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作者 Xiang Chen Jue-Wen Zhao +5 位作者 Xu-Hui Zheng Jie-Ji Zhu Guo-Xi Yang Shan-Shun Tang Qing-Xiao Tong Si-Lu Tao 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第11期1989-1993,共5页
Phosphorescent and thermally activated delayed fluorescence(TADF)emitters can break through the spin statistics rules and achieve great success in external quantum efficiency(over 5%).However,maintaining high efficien... Phosphorescent and thermally activated delayed fluorescence(TADF)emitters can break through the spin statistics rules and achieve great success in external quantum efficiency(over 5%).However,maintaining high efficiency at high brightness is a tremendous challenge for applications of organic light emitting diodes.Hence,we reported two phenanthroimidazole derivatives PPI-An-CN and PPI-An-TP and achieved extremely low efficiency roll-off with about 99%of the maximum external quantum efficiency(EQEmax)maintained even at a high luminance of 1000 cd/cm2 based non-doped devices.When doping the two materials in CBP(4,4'-bis(N-carbazolyl)-1,1'-biphenyl),the doped devices still exhibited excellent stability at high brightness with CIEy≈0.07 and low turn-on voltage of only 2.8 V.The state-ofthe-art low efficiency roll-off makes the new materials attractive for potential applications.It is the first time that the Fragment Contribution Analysis method has been used to analyze the excited state properties of the molecules in the field of OLEDs,which helps us understand the mechanism more intuitively and deeply. 展开更多
关键词 OLED deep blue Phenanthroimidazole Low efficiency roll-off Fragment contribution analysis
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Short Pulse Width and High Peak Power 457 nm Deep Blue Laser with V-Type Cavity
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作者 Zhibin Zhao Cheng Cheng +5 位作者 Hao Chen Quan Li Yi Qu Guojun Liu Zhongliang Qiao Baoxue Bo 《Journal of Applied Mathematics and Physics》 2021年第11期2987-2994,共8页
<div style="text-align:justify;"> An intracavity frequency doubling acousto-optically Q-switched Neodymium-doped Yttrium Orthvanadate (Nd:YVO<sub>4</sub>) 457 nm blue laser by employing a t... <div style="text-align:justify;"> An intracavity frequency doubling acousto-optically Q-switched Neodymium-doped Yttrium Orthvanadate (Nd:YVO<sub>4</sub>) 457 nm blue laser by employing a three-mirror folded cavity was demonstrated. With the incident pump power of 40.4 W, the maximum average output power of 439 mW 457 nm laser, and the minimum pulse duration of 86.14 ns and the maximum peak power of 510 W were achieved at 10 kHz. The M<sup>2</sup> factors are 1.23 and 1.61 in X and Y directions, respectively. The power stability in two hours is better than 2%. </div> 展开更多
关键词 LASER All-Solid-State Laser Pulse Wave deep blue Laser 457 nm Laser
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Exceptionally efficient deep blue anthracene-based luminogens:design,synthesis,photophysical,and electroluminescent mechanisms 被引量:1
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作者 Runda Guo Wei Liu +8 位作者 Shian Ying Yuwei Xu Yating Wen Yaxiong Wang Dehua Hu Xianfeng Qiao Bing Yang Dongge Ma Lei Wang 《Science Bulletin》 SCIE EI CSCD 2021年第20期2090-2098,M0004,共10页
Achieving high-efficiency deep blue emitter with CIE_(y)<0.06(CIE,Commission Internationale de L’Eclairage)and external quantum efficiency(EQE)>10%has been a long-standing challenge for traditional fluorescent ... Achieving high-efficiency deep blue emitter with CIE_(y)<0.06(CIE,Commission Internationale de L’Eclairage)and external quantum efficiency(EQE)>10%has been a long-standing challenge for traditional fluorescent materials in organic light-emitting diodes(OLEDs).Here,we report the rational design and synthesis of two new deep blue luminogens:4-(10-(4’-(9 H-carbazol-9-yl)-2,5-dimethyl-[1,1’-biphe nyl]-4-yl)anthracen-9-yl)benzonitrile(2 M-ph-pCzAnBzt)and 4-(10-(4-(9 H-carbazol-9-yl)-2,5-dimethyl phenyl)anthracen-9-yl)benzonitrile(2 M-pCzAnBzt).In particular,2 M-ph-pCzAnBzt produces saturated deep blue emissions in a non-doped electroluminescent device with an exceptionally high EQE of 10.44% and CIE_(x,y)(0.151,0.057).The unprecedented electroluminescent efficiency is attributed to the combined effects of higher-order reversed intersystem crossing and triplet-triplet up-conversion,which are supported by analysis of theoretical calculation,triplet sensitization experiments,as well as nanosecond transient absorption spectroscopy.This research offers a new approach to resolve the shortage of high efficiency deep blue fluorescent emitters. 展开更多
关键词 Anthracene derivative deep blue luminogen Hot excitons Triplet-triplet annihilation up-conversion Non-doped device
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Tunable ultraviolet to deep blue light emission from sulfur nanodots fabricated by a controllable fission-aggregation strategy
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作者 Lian Xiao Quanchao Du +5 位作者 Yi Huang Shijia Cheng Shuai Yin Teck Neng Wong Edwin Kok Lee Yeow Handong Sun 《Science China Materials》 SCIE EI CAS CSCD 2022年第10期2786-2792,共7页
Bright tunable light emission in the short wavelength range from sulfur nanodots was demonstrated with a photoluminescence quantum yield(PLQY)of up to 59.4%.A fission-aggregation mechanism was proposed for the formati... Bright tunable light emission in the short wavelength range from sulfur nanodots was demonstrated with a photoluminescence quantum yield(PLQY)of up to 59.4%.A fission-aggregation mechanism was proposed for the formation of sulfur nanodots with desired performances.This synthetic strategy allowed for simultaneous size control from 3.2 to 5.6 nm,thus tuning the emission color from ultraviolet(UV)to deep blue(342±430 nm),and for the suppression of unwanted nonradiative recombination centers and deep level emission.The luminescence mechanism and quantum confinement effect of the synthesized sulfur nanodots were investigated by optical spectroscopy and theoretical calculations.These results show promise toward the application of sulfur nanodots in UV optoelectronics,biomedical treatments,and sterilization. 展开更多
关键词 sulfur nanodots ULTRAVIOLET deep blue tunable photoluminescence heavy metal free high PLQY
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The Deep Blue VC Ocean
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作者 ANITA ZUO 《Beijing Review》 2007年第10期38-39,共2页
Hugo Shong explains what it takes to be a successful venture capitalist Hugo Shong, Vice Chairman of IDG Technology Venture Investment (IDGVC), is used to seeing 60-fold and sometimes 120-fold returns on investment.
关键词 VC In The deep blue VC Ocean NASDAQ IPO IDG
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Efficient soluble deep blue electroluminescent dianthracenylphenylene emitters with CIE y(y≤0.08) based on triplet-triplet annihilation 被引量:3
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作者 Ling Peng Jing-Wen Yao +6 位作者 Mei Wang Lin-Ye Wang Xiao-Lan Huang Xin-Feng Wei Dong-Ge Ma Yong Cao Xu-Hui Zhu 《Science Bulletin》 SCIE EI CSCD 2019年第11期774-781,共8页
It has been challenging to develop deep blue organic molecular fluorescent emitters with CIE y(y≤0.08)based on triplet-triplet annihilation(TTA). Here, we report facilely available dianthracenylphenylenebased emitter... It has been challenging to develop deep blue organic molecular fluorescent emitters with CIE y(y≤0.08)based on triplet-triplet annihilation(TTA). Here, we report facilely available dianthracenylphenylenebased emitters, which have a 3,5-di(4-t-butylphenyl)phenyl moiety at the one end and 4-cyanophenyl or 3-pyridyl at the other end, respectively. Both fluorophores show a high glass transition temperature of over 220℃ with a thermal decomposition temperature of over 430℃ at an initial weight loss of1%. The preliminary characterizations of the organic light-emitting diodes(OLEDs) that utilized these nondoped emitters provided high EQEs of 4.6%à5.9% with CIE coordinates(0.15, 0.07–0.08). The analysis of the EL transient decay revealed that TTA contributed to the observed performance. The results show that the new emitters are attractive as a potential TTA-based host to afford stable deep blue fluorescent OLEDs. 展开更多
关键词 Anthracene deep blue emission Fluorescence Organic light-emitting diodes Triplet-triplet ANNIHILATION
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Alkyl-chain branched effect on the aggregation and photophysical behavior of polydiarylfluorenes toward stable deep-blue electroluminescence and efficient amplified spontaneous emission 被引量:1
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作者 Lili Sun Ning Sun +16 位作者 Lubing Bai Xiang An Bin Liu Chen Sun Lixiang Fan Chuanxin Wei Yamin Han Mengna Yu Jinyi Lin Dan Lu Ning Wang Linghai Xie Kang Shen Xinwen Zhang Yanan Xu Juan Cabanillas-Gonzalez Wei Huang 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第11期1959-1964,共6页
The control of the condensed superstructure of light-emitting conjugated polymers(LCPs)is a crucial factor to obtain high performance and stable organic optoelectronic devices.Side-chain engineering strategy is an eff... The control of the condensed superstructure of light-emitting conjugated polymers(LCPs)is a crucial factor to obtain high performance and stable organic optoelectronic devices.Side-chain engineering strategy is an effective platform to tune inter chain aggregation and photophysical behaviour of LCPs.Herein,we systematically investigated the alkyl-chain branched effecton the conformational transition and photophysical behaviour of polydiarylfluorenes toward efficient blue optoelectronic devices.The branched side chain will improve materials solubility to inhibit interchain aggregation in solution according to DLS and optical analysis,which is useful to obtain high quality film.Therefore,our branched PEODPF,POYDPF pristine film present high luminance efficiency of 36.1%and 39.6%,enhanced about 20%relative to that of PODPF.Compared to the liner-type sides'chain,these branched chains also suppress chain planarization and improve film morphological stability effectively.Interestingly,the branched polymer also had excellent stable amplified spontaneous emission(ASE)behaviour with low threshold(4.72μJ/cm2)and a center peak of 465 nm,even thermal annealing at 220℃in the air atmosphere.Therefore,side-chain branched strategy for LCPs is an effective means to control interchain aggregation,film morphology and photophysical property of LCPs. 展开更多
关键词 Light-emitting conjugated polymers Branched effect Aggregation behavior Robust deep-blue emission Efficient optoelectronic devices
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Multiple defects renovation and phase reconstruction of reduced-dimensional perovskites via in situ chlorination for efficient deep-blue(454 nm)light-emitting diodes 被引量:2
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作者 Mubing Yu Tingxiao Qin +8 位作者 Gang Gao Kelei Zu Dongming Zhang Nan Chen Dengke Wang Yong Hua Hong Zhang Yong-Biao Zhao Jiaqi Zhu 《Light(Science & Applications)》 2025年第4期1041-1050,共10页
Deep-blue perovskite light-emitting diodes(PeLEDs)based on reduced-dimensional perovskites(RDPs)still face a few challenges including severe trap-assisted nonradiative recombination,sluggish exciton transfer,and undes... Deep-blue perovskite light-emitting diodes(PeLEDs)based on reduced-dimensional perovskites(RDPs)still face a few challenges including severe trap-assisted nonradiative recombination,sluggish exciton transfer,and undesirable bathochromic shift of the electroluminescence spectra,impeding the realization of high-performance PeLEDs.Herein,an in situ chlorination(isCl)post-treatment strategy was employed to regulate phase reconstruction and renovate multiple defects of RDPs,leading to superior carrier cooling of 0.88 ps,extraordinary exciton binding energy of 122.53 meV,and higher photoluminescence quantum yield of 60.9%for RDP films with deep-blue emission at 450 nm.The phase regulation is accomplished via fluorine-derived hydrogen bonds that suppress the formation of small-n phases.Multiple defects,including halide vacancies(shallow-state defects)and lead-chloride antisite defects(deepstate defects),are renovated via C=O coordination and hydroxy-group-derived hydrogen bonds.Consequently,deepblue PeLEDs with a record maximum external quantum efficiency of 6.17%and stable electroluminescence at 454 nm were demonstrated,representing the best-performing deep-blue PeLEDs. 展开更多
关键词 deep blue light emitting diodes bathochromic shift regulate phase reconstruction exciton binding energy renovate multiple defects phase reconstruction carrier cooling situ chlorination
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深远海养殖工船发展现状及趋势 被引量:1
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作者 姚慧雅 谭永明 +2 位作者 丁保全 楚树坡 谌志新 《船海工程》 北大核心 2025年第5期18-22,共5页
针对国内外深远海养殖工船发展历程和运行趋势进行归纳总结,对船型参数、配套功能、运行模式和养殖规模等进行分析,通过数据对比获取我国深远海养殖工船在研究方面存在的不足及技术“症结”,并对养殖工船产业发展趋势进行展望,提出构建... 针对国内外深远海养殖工船发展历程和运行趋势进行归纳总结,对船型参数、配套功能、运行模式和养殖规模等进行分析,通过数据对比获取我国深远海养殖工船在研究方面存在的不足及技术“症结”,并对养殖工船产业发展趋势进行展望,提出构建陆海接力游弋式养殖新模式及优化方向,为我国深远海养殖工船的设计规划及建造提供参考。 展开更多
关键词 深远海养殖 工船装备 养殖模式 蓝色粮仓 深蓝渔业
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基于深度自监督学习的可微分半色调框架
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作者 刘登峰 朱佳伟 +2 位作者 徐昊 杜晓凯 柴志雷 《湖南大学学报(自然科学版)》 北大核心 2025年第8期23-32,共10页
针对当前数字半色调算法处理速度慢以及半色调效果不佳的局限性,提出一种基于数据驱动的半色调框架.通过引入Gumbel-Softmax重参数化策略解决半色调离散选择带来的不可微分问题,实现了网络反向传播过程中的梯度无偏估计.为进一步强化半... 针对当前数字半色调算法处理速度慢以及半色调效果不佳的局限性,提出一种基于数据驱动的半色调框架.通过引入Gumbel-Softmax重参数化策略解决半色调离散选择带来的不可微分问题,实现了网络反向传播过程中的梯度无偏估计.为进一步强化半色调图像的效果,设计出一种新型蓝噪声损失函数,对半色调网点的分布予以优化.同时,提出区域置信度聚合模块,通过结合像素的空间相关性,使网络在训练过程中更加注重像素之间的交互信息.基于以上策略,通过优化半色调质量评估的期望值,构建了一个不需要标签引导的自监督可微分半色调处理框架.实验结果表明,所提出的方法不需要图像标签,能够在保持较高处理速度和较低参数复杂度的前提下,生成高质量的半色调图像,有效保留图像的局部结构信息和纹理细节.并且,该框架可灵活扩展至多级半色调处理,以适应多级打印喷头的需求. 展开更多
关键词 半色调 深度学习 梯度估计 蓝噪声特性
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基于深度学习的城市蓝绿空间高精度遥感制图及降温效应分析
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作者 薛金铭 匡文慧 +2 位作者 窦银银 郭长庆 汪东川 《遥感信息》 北大核心 2025年第5期99-106,共8页
为了满足蓝绿空间精准识别与动态监测的迫切需求,提出一种多源特征融合网络(MF-UNet),通过多编码器结构和特征融合模块对多源数据进行特征提取与融合,结合混合引导训练策略及全连接条件随机场的方法,实现了天津城市蓝绿空间高精度遥感制... 为了满足蓝绿空间精准识别与动态监测的迫切需求,提出一种多源特征融合网络(MF-UNet),通过多编码器结构和特征融合模块对多源数据进行特征提取与融合,结合混合引导训练策略及全连接条件随机场的方法,实现了天津城市蓝绿空间高精度遥感制图,并进一步分析了蓝绿空间的降温效应。研究表明:1)模型总体精度达88.60%,较传统UNet提升6.24个百分点,F1-score达0.89;2)2015—2022年,天津市蓝绿空间面积增长了1.87倍,占比增加了7.5个百分点;3)蓝绿空间每增加10个百分点,区域地表温度下降0.9~2.1℃,紧凑型斑块降温强度较不规则斑块高19.64个百分点;4)公园绿地降温效应显著,最大降温距离达267 m,水体占比与降温强度呈正相关。该研究成果可为城市空间规划及生态修复提供技术支撑与科学依据。 展开更多
关键词 深度学习 蓝绿空间 多源数据 降温强度 高精度遥感制图
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基于轻量残差网络的高效半色调算法
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作者 刘登峰 陈世海 +1 位作者 郭文静 柴志雷 《浙江大学学报(工学版)》 北大核心 2025年第1期62-69,212,共9页
为了解决图像半色调中处理速度慢以及半色调效果不佳的问题,提出基于轻量型残差卷积神经网络(CNN)的高效半色调算法.为了解决原始CNN平坦性退化问题,引入噪声补偿块,为模型提供抖动依赖.为了进一步提升模型性能,在损失函数中引入蓝噪声... 为了解决图像半色调中处理速度慢以及半色调效果不佳的问题,提出基于轻量型残差卷积神经网络(CNN)的高效半色调算法.为了解决原始CNN平坦性退化问题,引入噪声补偿块,为模型提供抖动依赖.为了进一步提升模型性能,在损失函数中引入蓝噪声损失;在半色调常值灰度图像时,抑制低频分量,优化高频区域的各向异性.实验结果表明,对比现有深度半色调方法,所提算法的参数量下降96.77%,在VOC测试集中结构相似性(SSIM)提升8.17%,峰值信噪比(PSNR)提升0.1333 dB,半色调图像具有蓝噪声特性,处理速度提升57.28%. 展开更多
关键词 残差网络 半色调 蓝噪声特性 深度学习 模型轻量化
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弯曲型双蒽类深蓝荧光材料的设计合成及其电致发光性能研究
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作者 苏文涛 胡鉴勇 《井冈山大学学报(自然科学版)》 2025年第4期24-37,共14页
本研究设计了一种新型弯曲的π-共轭桥链分子结构,以苯环作为中心的π共轭桥链,在其间位分别引入两个蒽单元,成功制备了两个弯曲型双蒽类深蓝荧光材料分子BD1-MH和BD3-MH。通过该分子设计有效调控了荧光分子的π共轭形态分布,并使蒽单... 本研究设计了一种新型弯曲的π-共轭桥链分子结构,以苯环作为中心的π共轭桥链,在其间位分别引入两个蒽单元,成功制备了两个弯曲型双蒽类深蓝荧光材料分子BD1-MH和BD3-MH。通过该分子设计有效调控了荧光分子的π共轭形态分布,并使蒽单元与邻近苯环的二面角显著增大,由此抑制了分子间π-π堆积作用引发的荧光猝灭效应,最终获得高达85%~87%的荧光量子产率。基于BD1-MH的非掺杂OLED器件表现出422 nm的电致发光峰,实现了材料分子的深蓝发光,对应的CIE色坐标为(0.16, 0.08),接近美国国家电视系统委员会(NTSC)规定的标准蓝光坐标(0.14,0.08)。相较于已报道的BD系列分子,仅通过连接位置的调整,就使非掺杂器件电致发光峰发生蓝移。此外,BD3-MH基非掺杂器件也展现出优异的光电性能,最大外量子效率(EQE)达3.66%,且电流效率(CE)达到4.02 cd/A,其实测的EQE值远超理论预测值,这可归因于三线态-三线态湮灭(TTA)的贡献。本研究结果将为开发高效深蓝色OLED材料提供创新思路。 展开更多
关键词 深蓝光OLEDs 三线态-三线态湮灭(TTA)
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深海智能网箱及其应用概述
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作者 魏楚意 黄少旭 《生物学教学》 北大核心 2025年第4期2-5,共4页
建设海上牧场、“蓝色粮仓”是夯实粮食安全、保障国家安全的重要举措,深海智能网箱已成为我国海洋渔业发展的必然战略选择。本文从深海智能网箱的概述、技术特点、应用等方面进行阐述,为中学师生全面了解深海智能网箱及其应用提供参考。
关键词 深海智能网箱 蓝色粮仓 粮食安全
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基于最优深度信念网络的配电网可靠性预测方法研究
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作者 宋伟 《电工技术》 2025年第11期32-38,共7页
为准确、高效地进行配电网可靠性预测,提出一种基于最优深度信念网络的配电网可靠性预测方法。首先进行配电网可靠性影响因素分析,然后通过深度信念网络模型学习,实现配电网的可靠性预测。为了提高深度信念网络的学习性能,利用自适应红... 为准确、高效地进行配电网可靠性预测,提出一种基于最优深度信念网络的配电网可靠性预测方法。首先进行配电网可靠性影响因素分析,然后通过深度信念网络模型学习,实现配电网的可靠性预测。为了提高深度信念网络的学习性能,利用自适应红嘴蓝鹊算法估计深度信念网络的输出权重矩阵,提高深度信念网络的泛化能力。实验结果表明,所提方法可准确地实现配电网的可靠性预测。 展开更多
关键词 配电网 可靠性预测 深度信念网络 自适应红嘴蓝鹊算法
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利用深蓝算法从HJ-1数据反演陆地气溶胶 被引量:64
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作者 王中挺 厉青 +5 位作者 王桥 李莘莘 陈良富 周春艳 张丽娟 徐拥军 《遥感学报》 EI CSCD 北大核心 2012年第3期596-610,共15页
大气气溶胶是环境空气污染监测的重要指标,在利用环境一号卫星CCD相机进行气溶胶监测时,暗目标法和结构函数法都有相应的不足。本文从Hsu等人(2004)提出的深蓝算法出发,以MODIS的地表反射率产品为基础建立反射率库,并利用地面观测数据... 大气气溶胶是环境空气污染监测的重要指标,在利用环境一号卫星CCD相机进行气溶胶监测时,暗目标法和结构函数法都有相应的不足。本文从Hsu等人(2004)提出的深蓝算法出发,以MODIS的地表反射率产品为基础建立反射率库,并利用地面观测数据分析了各种典型地物在CCD相机与MODIS蓝波段反射率之间关系,提出了将MODIS地表反射率修正到CCD相机的方法,进而实现地气解耦,反演气溶胶光学厚度。选择北京地区为实验区,进行了算法实验,并用AERONET/PHOTONS北京站的数据进行了验证,结果表明,(1)光学厚度较大时(>0.5),深蓝算法精度能够较好的满足环境一号卫星CCD相机对气溶胶日常监测的要求;(2)气溶胶模式会对结果产生较大的影响,尤其是城市型气溶胶。 展开更多
关键词 气溶胶 环境一号卫星 深蓝算法 AERONET/PHOTONS
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基于地理加权模型的我国冬季PM_(2.5)遥感估算方法研究 被引量:46
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作者 陈辉 厉青 +2 位作者 张玉环 周春艳 王中挺 《环境科学学报》 CAS CSCD 北大核心 2016年第6期2142-2151,共10页
为了分析冬季我国区域范围内近地面PM_(2.5)质量浓度时空分布特征,根据卫星遥感反演PM_(2.5)质量浓度的基本原理,综合考虑我国不同地区的PM_(2.5)污染特征的空间差异性,基于卫星遥感、气象模式资料及同期地面观测的PM_(2.5)质量浓度数... 为了分析冬季我国区域范围内近地面PM_(2.5)质量浓度时空分布特征,根据卫星遥感反演PM_(2.5)质量浓度的基本原理,综合考虑我国不同地区的PM_(2.5)污染特征的空间差异性,基于卫星遥感、气象模式资料及同期地面观测的PM_(2.5)质量浓度数据采用地理加权模型进行回归分析,研究构建了我国区域范围内近地面PM_(2.5)遥感反演模型.结果表明:在冬季暗像元反演AOD算法受限制的情况下,深蓝算法产品可以一定程度上弥补暗像元算法的不足,将二者有效融合能同时提高AOD产品的精度和空间覆盖度;利用地理加权回归模型进行全国区域PM_(2.5)遥感估算,既能体现全国PM_(2.5)时空分布的全局变化特性,又能从局部体现全国PM_(2.5)组分、污染程度及垂直分布结构特征的空间差异特性,基于地理加权回归模型的PM_(2.5)遥感反演结果(R2=0.7)明显优于多元线性回归模型(R2=0.56);2013年12月—2014年2月份全国PM_(2.5)空间分布呈现明显的区域特征,PM_(2.5)浓度较高的地方主要分布在华北南部、长三角中部和北部、华中东部及四川东部等地,西部和北部地区PM_(2.5)污染相对较轻;从时间变化来看,全国冬季12月份PM_(2.5)污染最重,1月份次之,2月份相对最低.这可为全国PM_(2.5)区域联防联控提供有力的信息支撑. 展开更多
关键词 地理加权回归 深蓝 GFS PM2.5
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基于深蓝算法的Sentinel-2数据气溶胶光学厚度反演 被引量:4
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作者 徐玉雯 张浩 +1 位作者 陈正超 景海涛 《遥感技术与应用》 CSCD 北大核心 2020年第2期372-380,共9页
中高分辨率气溶胶信息对于高精度地表反射率反演以及城市空气环境质量监测具有重大意义,但在城市及稀疏植被等高亮地表区域,气溶胶光学厚度(AOD)的高精度反演一直是定量遥感领域的难点之一。以北京城市区和包头沙漠区为例,利用MODIS地... 中高分辨率气溶胶信息对于高精度地表反射率反演以及城市空气环境质量监测具有重大意义,但在城市及稀疏植被等高亮地表区域,气溶胶光学厚度(AOD)的高精度反演一直是定量遥感领域的难点之一。以北京城市区和包头沙漠区为例,利用MODIS地表反射率产品构建先验知识约束条件,基于深蓝算法实现了13景Sentinel-2高亮地表的AOD反演。为验证算法精度,将反演结果与全球气溶胶自动观测网(AERONET)站点实测值、Sentinel-2官方插件Sen2Cor处理结果、Landsat-8反演值作对比。结果表明:①采用深蓝算法反演的AOD值与AERONET实测值具有显著的相关性(R^2>0.9,RMSE=0.056);②无论是沙漠高亮区还是植被较少的城市高亮区,Sen2Cor插件反演的AOD值整景均为固定值,无空间分布,不符合实际情况;③Sentinel-2深蓝算法反演结果与准同步过境的Landsat-8反演的AOD产品在空间分布上具有高度一致性,较好地反映了人类活动特征。相比于目前官方产品,深蓝算法适合Sentinel-2数据高亮区域的气溶胶反演,在绝对精度和空间分布趋势方面均具有明显优势。 展开更多
关键词 气溶胶光学厚度(AOD) 深蓝算法(deep blue Algorithm) Sentinel-2A/B
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