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Analysis of Urban Land Use Function Identification in Shenzhen Based on SOFM Network
WU Jianan, CHU Jun, SUN Yiyu, CHAO Heng
Acta Scientiarum Naturalium Universitatis Pekinensis    2022, 58 (4): 664-672.   DOI: 10.13209/j.0479-8023.2022.060
Abstract452)   HTML    PDF(pc) (1695KB)(159)       Save
Based on 88814 POI data and with the help of Self-Organizing Feature Map (SOFM), the functions of urban land use in Shenzhen are analyzed and identified, and compared with China’s basic urban land use type mapping (EULUC-China). It is found that 1) the urban block scale of Shenzhen presents the characteristics of mixed functions, which is mainly divided into five types of spatial land, such as secondary industry and producer service industry, transportation facilities, residence + secondary industry and producer service industry + commercial service industry facilities, residence + public management and service, commerce + public management and service. 2) The land use function identification model based on SOFM network has more detailed results, and the classification of mixed function land can highlight the regional characteristics.
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Spatial Mutual Effects between Municipal Infrastructure Investment and Economic Development
CHU Jun, LIU Yiming, LIN Xiongbin, TONG De
Acta Scientiarum Naturalium Universitatis Pekinensis    2021, 57 (2): 291-298.   DOI: 10.13209/j.0479-8023.2021.015
Abstract761)   HTML    PDF(pc) (838KB)(179)       Save
Based on the data of 241 cities in 2011 and 2016, this paper explores the spatial mutual effects between infrastructure investment and economic development through the spatial simultaneous equation model. The results show that the spatial lag parameter of infrastructure investment is significantly positive. It is likely to be explained by the imitation between municipals. Also, infrastructure investment and economic development have significantly reciprocal relationships. It is suggested to improve the budget management of infrastructure investment and to reform the evaluation and promotion system for governmental officials.
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Case Studies: Simulation on Characteristics of Wind Turbine Wake Effect in a Lake-Side Wind Farm with WRF-Fitch
WANG Shu, LIU Shuhua, CHEN Jianzhou, HU Ju, FENG Shuanglei, MA Yulong, MIAO Yucong
Acta Scientiarum Naturalium Universitatis Pekinensis    2018, 54 (3): 605-615.   DOI: 10.13209/j.0479-8023.2017.187
Abstract1304)   HTML16)    PDF(pc) (1495KB)(412)       Save

Meso-scale meteorological numerical model WRF (Weather Research and Forecast) and the Fitch Wake model are adopted to reveal the intension and patch range of TWE (turbine wake effect) in various atmospheric stability, as well as the impact of different turbine configuration on utilization efficiency of wind energy. Case studies are conducted over Poyang Lake region. The results are as followed. Horizontally, the patch range of a single wind turbine’s TWE can reach 4 to 10 km downward, with a reduction in wind speed ranging from −0.2 to −1.2 m/s under different atmospheric instability. The reduction in wind speed is more severe with more turbines on the stream track. Among the five cases with different turbine location configuration, the wind speed reducing effect in square case (intensively distributed) is much more apparent than others, while the wind speed in TWE patch tends to recover quickly in hollow diamond case (sparsely distributed). Compared with unstable atmospheric stratification, the TWE under stable atmospheric stratification has a longer patch range, because the turbulent exchange of momentum is intenser in unstable stratification than that in stable stratification. Vertically, the QKE (twice of turbulent kinetic energy) at the wind turbine spot peaks in the core. QKE increases to its maximum value of 19 m2/s2 and then decreases to around zero. The maximum QKE appears at the level of about 90 m above ground level, while the vertical impact of TWE can be traced to a height of 1.1 km.

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Training Machine Translation Quality Estimation Model Based on Pseudo Data
WU Huanqin, ZHANG Hongyang, LI Jingmei, ZHU Junguo, YANG Muyun, LI Sheng
Acta Scientiarum Naturalium Universitatis Pekinensis    2018, 54 (2): 279-285.   DOI: 10.13209/j.0479-8023.2017.158
Abstract1240)   HTML6)    PDF(pc) (417KB)(652)       Save

Aimed at providing efficient training data for neural translation quality estimation model, a pseudo data construction method for target dataset is proposed, the model is trained by two stage model training method: pre training based on pseudo data and fine tuning. The experimental design of different pseudo data scale is carried out. The experiment results show that the machine translation quality estimation model trained by the pseudo data has significantly improved in the correlation between the scores given by human and the artificial scores.

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A Query Weighted-Based Method for User Modeling
HU Juan,BAI Yu,CAI Dongfeng
  
Effects of Experimental Nitrogen Additions on Understory Species Diversity in Four Forests in China
HU Junyu,ZHU Jianxiao,ZHOU Zhang,LI Peng,CUI Jun,TANG Zhiyao,FANG Jingyun
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract1134)      PDF(pc) (546KB)(536)       Save
To investigate the effects of experimental nitrogen additions on the species diversity of the forest understory, the authors measured the plant diversity of the primary and the secondary tropical mountain rain forests, the subtropical evergreen broad-leaved forest, the temperate broad leaf-coniferous mixed forest and the cold temperate coniferous forest before and after N additions. Results showed that 1-year N addition significantly reduced the species richness in the primary and the secondary tropical mountain rain forests and the effects of N additions would be increased with the concentration of N additions (p < 0.05). Meanwhile, the high-concentration N addition also reduced the species richness, but low-concentration N addition increased the species richness in the temperate broad leaf-coniferous mixed forest. In addition, N additions increased species richness in the subtropical evergreen broad-leaved forest and the cold temperate coniferous forest (except for the high-concentration), but not significant. Moreover, the changes of Shannon-Wiener index responded to N additions have the similar trend with the change of species richness. The results suggested that nitrogen deposition changed biodiversity in the understory forests, but effects of N addition on biodiversity differ among the dfferent forests in China. Inconsistent with the general view, N addition reduced biodiversity in some forests but increased biodiversity in the others.
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A High-Resolution Analog Interface for Capacitive MEMS Gyroscope with Integrated SAR-ADC
FANG Ran,LU Wengao,TAO Tingting,SHEN Guangchong,HU Junrong,CHEN Zhongjian,ZHANG Yacong,YU Dunshan
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract788)      PDF(pc) (2165KB)(784)       Save
The authors present a drive and sense interface for MEMS vibratory gyroscopes. A gm-stage and a TIA are employed as the first stage to achieve low-noise C/V conversion. The signals of both drive mode and sense mode are converted to digital domain by integrated 1.25 MS/s 14-bit SAR-ADCs. With this strategy, the complexity of the analog circuit is reduced, and the signal in digital domain can be manipulated more accurately. The interface is applicable for the MEMS gyroscopes whose resonant frequency is from 3 kHz to 15 kHz. The circuit is designed in a 0.18μm CMOS process. Experimental results show that the capacitive noise density of the output is achieved to 0.03 aF/√Hz at 3.5 kHz.
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Synthesis and Characterization of Gold Nanoparticles with Various Diameters
ZHENG Haixia,HUANG Boneng,HU Junman,GONG Yan
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract730)      PDF(pc) (12060KB)(196)       Save
Gold nanoparticles with various diameters were synthesized by chemical reduction. UV-Vis spectroscopy and transmission electron microscopy (TEM) were used to characterize the morphology and the size of the prepared Au nanoparticles. The effects of factors, such as the type of the reducing agent, the amount of the reducing reagent, reagent adding order and reaction temperature on the stability, radius, morphology and dispersion of Au nanoparticles were studied. The results show that the size of Au nanoparticles prepared with Na3C6H5O7 as a reductant was within the range of 15~20 nm, and the size of Au nanoparticles prepared with NaBH4 as a reducing agent was within the range of 3~10 nm. The optimum molar ratio of Na3C6H5O7 and HAuCl4 was 1.5:1. The gold nanoparticles prepared after adding HAuCl4 to the hot mixture of Na3C6H5O7 and poly vingl pyrrolidone (PVP) solution were better dispersed, smaller in size and more uniform, compared with that prepared after adding Na3C6H5O7 to the hot mixture of HAuCl4 and PVP solution.
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The Computer Aided Research Work of Chinese Ancient Poems
HU Junfeng,YU Shiwen
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract800)            Save
Based on 6.4 million chars of Chinese ancient poetry, the “Computer aided research system of Chinese ancient poems” provides a word-based analysis platform of Chinese ancient poems. More than 50000 Chinese words, including 40814 multi-char words, were extracted from the corpora via statistic method. Besides the full text retrieving function, the system also provide word-based statistic analysis, sentence based similarity retrieving, automatic Pinyin tagging and some other useful functions to benefit the profound analysis of the Chinese ancient poems. The National Social Science Foundation of China 1998-1999 funded the project.
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