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融合节点分析与边分析的复杂网络社区识别算法 被引量:1
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作者 邓琨 蒋庆丰 刘星妍 《电信科学》 2023年第4期87-100,共14页
针对边社区识别与节点型社区识别两类算法在识别社区过程中均存在相应缺陷,影响复杂网络社区识别质量的问题,提出融合节点分析与边分析的复杂网络社区识别(CDHNE)算法。该算法首先运用边在网络中较为稳定的特点,在算法执行初期通过边社... 针对边社区识别与节点型社区识别两类算法在识别社区过程中均存在相应缺陷,影响复杂网络社区识别质量的问题,提出融合节点分析与边分析的复杂网络社区识别(CDHNE)算法。该算法首先运用边在网络中较为稳定的特点,在算法执行初期通过边社区识别构建较为准确的社区结构;然后利用节点较为灵活的特点,在边社区形成后,对边社区的边缘进行精确识别,更准确地识别出复杂网络中的社区结构。在计算机生成网络实验中,当网络的社区结构逐渐变得模糊、重叠节点数量与重叠节点归属社区数量不断增加时,CDHNE算法的社区识别精度较传统算法平均提高10%,在重叠节点识别精度上较传统算法平均提高15%;在真实网络实验中,算法识别的社区结构紧密度较好,特别是面对拥有十几万个节点的大规模网络时,CDHNE算法高质量地完成了识别任务,EQ值达到0.412 1。实验结果表明,CDHNE算法在运行稳定性和处理大规模网络方面具有优势。 展开更多
关键词 复杂网络 社区识别 边社区 节点分析 边分析
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Environmental changes during early-middle Holocene from the sediment record of the Chaohu Lake,Anhui Province 被引量:15
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作者 XinYuan Wang GuangSheng Zhang +4 位作者 Li Wu XiHui Zhang EnLou Zhang XiaYun Xiao qingfeng jiang 《Chinese Science Bulletin》 SCIE EI CAS 2008年第S1期153-160,共8页
A typical lake sediment core is obtained from the Chaohu Lake in the lower reaches of the Yangtze River,Anhui Province,China.The timing scale is constrained by AMS 14 C dating method.Climate proxies such as pollen and... A typical lake sediment core is obtained from the Chaohu Lake in the lower reaches of the Yangtze River,Anhui Province,China.The timing scale is constrained by AMS 14 C dating method.Climate proxies such as pollen and grain size in the core are analyzed to reconstruct the environment changes at this site approximately between 9870 and 2170 cal.a BP.The results indicate that at the research area, the climate in the early-middle Holocene had evolved through 3 stages.From 9870 to 6040 cal.a BP, proxy records show a warm and dry climate with low water levels after the late-glacial period.During this stage,cool and dry events occurred at about 8910 and 6060-6030 cal.a BP.Then,between 6040 and 4860 cal.a BP,the climate was humid and vegetation was more flourishing in the Chaohu Lake Valley.The Holocene Optimum occurred at 5840-5500 cal.a BP in the Chaohu Lake,showing the best condition of water and heat.Elm Decline occurred at the period of 5380-4930 cal.a BP.Since 4860 cal.a BP,the climate was warm and dry through 2170 cal.a BP as shown in both pollen spectrum and grain-size histories.Two obvious dry events occurred in 3760 and 2170 cal.a BP,respectively.At 2170 cal.a BP,the water level of the Chaohu Lake reached the lowest as the lakebed possibly exposed. Such lake sediment observations are consistent with the historical records in this area. 展开更多
关键词 LAKE sediment environmental change pollen GRAIN-SIZE the EARLY and middle Holocene the CHAOHU LAKE Basin
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Exceptional terrestrial warmth around 4200-2800 years ago in Northwest China 被引量:2
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作者 qingfeng jiang Bowen Meng +10 位作者 Zheng Wang Peng Qian Jianan Zheng Jiawei jiang Cheng Zhao Juzhi Hou Guanghui Dong Ji Shen Weiguo Liu Zhonghui Liu Fahu Chen 《Science Bulletin》 SCIE EI CSCD 2022年第4期427-436,M0004,共11页
One of the Holocene abrupt events around 4200 years ago,lasting for~200 years,is thought to have caused cultural disruptions,yet terrestrial climatic status right after the cold/dry event remains poorly defined and is... One of the Holocene abrupt events around 4200 years ago,lasting for~200 years,is thought to have caused cultural disruptions,yet terrestrial climatic status right after the cold/dry event remains poorly defined and is often presumed that a generally cool condition prevailed during the Bronze Age(~4000-2200 years ago).Here we report an alkenone-based summer temperature record over the past~12,000 years,in addition to two updated alkenone records,from Northwest China,providing new insights into the climatic status right after the event.Our results indicate that exceptional terrestrial warmth,up to~6°C,occurred around 4200-2800 years ago during the Bronze Age,superimposed on the long-term Holocene cooling trend.The exceptional warmth in Northwest China,together with other climate anomalies elsewhere,suggests an unusual large-scale climatic reorganization at 4200-2800 years ago when solar activity remained high,with important implications to the climate background for cultural developments during the Bronze Age. 展开更多
关键词 Terrestrial temperature HOLOCENE The Bronze Age Northwest China ALKENONES
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