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Characteristics and Dissimilarity of Turbulent Transport of Heat and Momentum in Summer Unstable Atmospheric Surface Layer in Taklimakan Desert and Its Physical Mechanisms
ZHANG Lu, PENG Yan, LI Qianhui, ZHANG Hongsheng, HE Qing, Ali Mamtimin
Acta Scientiarum Naturalium Universitatis Pekinensis    2023, 59 (4): 581-592.   DOI: 10.13209/j.0479-8023.2023.045
Abstract225)   HTML    PDF(pc) (5106KB)(69)       Save
Based on the near-surface atmospheric turbulence observation in the National Observation and Research Station of Desert Meteorology, Taklimakan Desert of Xinjiang in July 2016, the characteristics of turbulent transport in the unstable atmospheric surface layer in the hinterland of Taklimakan Desert are investigated. With the methods of eddy covariance, quadrant analysis, and spectra analysis, the dissimilarity between the turbulent transport of heat and momentum under different atmospheric instability is analyzed, and its potential physical mechanism is further explored. The results indicate that, under near-neutral conditions, the turbulent transport of heat and momentum is similar. However, as the atmospheric instability increases, the transport dissimilarity between heat and momentum becomes increasingly significant. Heat is transported more efficiently than momentum, while the turbulent transport of momentum shows a great randomness under the strongly thermal condition. This dissimilarity is closely related to the topology of turbulent coherent structures. Under unstable conditions, the coherent structure is dominated by thermal plume. It can induce synchronous changes in potential temperature and vertical velocity, but is difficult to lead corresponding changes in horizontal velocity. The difference in the physical mechanism of turbulent motion is the main reason for the significant dissimilarity between the turbulent transport of heat and momentum with increasing atmospheric instability.
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Chinese Critical Thinking: Structure and Measurement
HOU Yubo, LI Qiangqiang, LI Hao
Acta Scientiarum Naturalium Universitatis Pekinensis    2022, 58 (2): 383-390.   DOI: 10.13209/j.0479-8023.2022.001
Abstract870)   HTML    PDF(pc) (595KB)(316)       Save
Based on Byrnes’ definition and theory of critical thinking, through the research of approximately 1000 college and adult subjects, the authors have determined the structure of critical thinking of Chinese people and compiled the corresponding scale. In order to verify Byrnes’s theory of critical thinking structure, the authors first interviewed 40 subjects and generated a question bank for measuring critical thinking. Then, a preliminary scale was compiled. Second, an exploratory factor analysis was conducted on the data of 284 college students and the three dimensions of Chinese critical thinking — analytic ability, open-minded to criticism, and effort to use critical thinking, were obtained. Third, the authors conducted a confirmatory factor analysis on the data of 168 subjects, which confirmed the fit of the three-dimensional model. Finally, the data of 586 subjects were analyzed to further prove the reliability and validity of the scale. The result shows that the scale to measure the critical thinking of Chinese people conform to the theoretical constructs of Byrnes and colleagues. This scale has important theoretical and practical significance for future research in related fields.
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Research on the Fast-Response Air Pressure Sensor and Spectral Characteristics of the Pressure Fluctuations in the Turbulent Atmosphere
WEI Zhuorui, ZHANG Hongsheng, LI Qianhui, REN Yan, KANG Ling, WANG Pengfei, LIU Haibo
Acta Scientiarum Naturalium Universitatis Pekinensis    2022, 58 (1): 186-194.   DOI: 10.13209/j.0479-8023.2021.122
Abstract551)   HTML    PDF(pc) (5161KB)(177)       Save
Based on the observational data of a self-developed fast-response air pressure sensor at the Atmospheric Boundary Layer and Atmospheric Environment Comprehensive Experimental Station in the Horqin area, Inner Mongolia in the summer of 2019, the characteristic parameters of the pressure fluctuations were calculated, and the spectral characteristics of the pressure fluctuations and the characteristics of the pressure standard deviation were studied. The results show that the self-developed fast-response air pressure sensor can reflect the rapid fluctuations of pressure, and the frequency response is close to 1 Hz. The variance spectra of the pressure fluctuations satisfy the n-2 scaling law in the frequency range from 0.0006 to 0.5 Hz, and the peak frequency is lower than that of the wind speed and temperature. The normalized variance spectra of pressure fluctuations under different atmospheric stabilities merge into a single line in the high-frequency range and distribute around the stability parameter in the low-frequency range. The contribution of pressure fluctuations to turbulent energy is mainly at larger scales, while that of the wind speed and temperature is mainly at smaller scales. The standard deviation and fluctuation intensity of the pressure have obvious diurnal variation characteristics, which is strong during the daytime and weak during the nighttime.
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Experimental Study on the Turbulence Characteristics and Flux Acquisition of PM2.5
REN Yan, LI Qianhui, ZHANG Hongsheng, KANG Ling
Acta Scientiarum Naturalium Universitatis Pekinensis    2021, 57 (6): 1019-1026.   DOI: 10.13209/j.0479-8023.2021.082
Abstract597)   HTML    PDF(pc) (9904KB)(171)       Save
The authors use the high-frequency sampling function of the fine particle mass concentration measurement instrument E-Sampler and the eddy covariance method to calculate PM2.5 concentration fluctuation and turbulent flux of the multiple pollution events of the Dezhou city atmospheric environment experimental station in Shandong Province from December 27, 2018 to January 7, 2019, and the turbulence characteristics of PM2.5 concentration are discussed. The results show that the mean value of the turbulent flux of PM2.5 concentration during the observation period is 0.026 μg/(m2·s). The transmission direction of the turbulent flux of PM2.5 concentration in different pollution processes is different, indicating that the sink or source property is not static. With the increase of turbulence statistical characteristic quantities (such as turbulent kinetic energy, standard deviation of horizontal wind speed, standard deviation of vertical wind speed, horizontal wind speed, momentum flux and sensible heat flux), the vertical flux of PM2.5 decreases exponentially, namely, it decreases sharply, and then changes little with the increase of each variable. With the increase of the concentration of PM2.5, the absolute value of the turbulent flux of PM2.5 shows an increasing trend. The turbulent vertical flux of PM2.5 concentration is related to the PM2.5 concentration and the intensity of turbulence. The normalized standard deviation of PM2.5 concentration and the stability parameter ζ = z/L follow the -1/3 power relationship under unstable conditions, that is σc/C* = 6.7(-ζ)-1/3. Under stable conditions, the experimental results are relatively discrete. In addition, the variance spectrum curve of PM2.5 concentration satisfies the -2/3 power exponential rate in the high frequency range, and the covariance spectrum curve of the PM2.5 concentration and the vertical wind speed satisfies the ?4/3 power exponential rate in the high frequency band. The result shows that 1 Hz high-frequency sampling function of E-Sampler can obtain continuous and effective turbulent flux of PM2.5 concentration.
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Experimental Research on the Characteristics of the Atmospheric Boundary Layer in the Semi-arid North China
LI Qianhui, ZHANG Hongsheng, JU Tingting, XIAO Kaitao
Acta Scientiarum Naturalium Universitatis Pekinensis    2020, 56 (2): 215-222.   DOI: 10.13209/j.0479-8023.2019.125
Abstract778)   HTML    PDF(pc) (799KB)(231)       Save
A comprehensive experiment on semi-arid underlying surface was carried out at the comprehensive experimental station of atmospheric science and atmospheric environment in Horqin, Inner Mongolia during July 3th to 16th in 2016. Using high-precision GPS sounding data of the atmospheric boundary layer (ABL), the structure of the ABL in the semi-arid North China under different weather conditions (sunny, cloudy and rainy) was analyzed. The atmospheric boundary layer height (ABLH) was determined by different methods and criteria. In addition, the characteristics of low-level jets (LLJs), surface turbulent flux and surface energy budget were discussed. The results indicate that the average height of the ABL is 1790 m during the day while it is 250 m at night when sunny. In the cloudy day, the average ABLH is 980 m in daytime and 430 m at night. The turbulent kinetic energy in the surface layer shows a strong correlation with ABLH at night. LLJs mostly occur at midnight, with an average altitude of approximately 390 m, and there is a positive correlation between the intensity and the altitude of LLJs.
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Research on Example-Based Phrase Pairs in Statistical Machine Translation
LI Qiang, LI Mu, ZHANG Dongdong, ZHU Jingbo
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (1): 113-119.   DOI: 10.13209/j.0479-8023.2016.007
Abstract1130)   HTML    PDF(pc) (465KB)(769)       Save

Abstract Due to the sparsity of data and the limitation of bilingual data size, many high-quality phrase pairs can’t be generated. The example-based phrase pairs proposed by the authors are generated through decomposing, substituting and generating the typical phrase pairs, and the typical phrase pairs are generated by the typical phrase extraction method in phrase-based statistical machine translation. On the Chinese-to-English Newswire and Oral translation tasks, the experimental results demonstrate significant improvements achieved by the proposed methods. Moreover, a gain of about 1% BLEU score increase is yielded on some test sets.

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Retrieval on Mass Concentration of Urban Surface Suspended Paticulate Matter with LIDAR and Satellite Remotesensing
LI Qian,LI Chengcai,WANG Yefang,LIN Changqing,YANG Dongwei,LI Ying
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract816)      PDF(pc) (1025KB)(838)       Save
The aerosol optical depth (AOD) products from Moderate Resolution Imaging Spectroradiometer (MODIS), aerosol extinction coefficient profiles from Light Detection and Ranging (LIDAR), surface relative humidity data and particulate matter (PM) mass concentration data over Yuan Long, Hong Kong in 2008 were used in the remote sensing of surface suspended particulate matter mass distribution. LIDAR data were used to get the relationship among surface aerosol extinction coefficient, LIDAR AOD and aerosol scale height, which was further applied in the retrieval of the distribution of surface aerosol extinction coefficients with satellite AOD. After considering relative humidity effect, the correlation between satellite estimated aerosol extinction coefficients and the corresponding surface PM mass was investigated. Finally, the surface PM mass distribution was obtained by synergy usage of satellite and LIDAR measurements. The results show that the correlation coefficients between the estimated aerosol extinction coefficients and the surface PM mass are 0.57?0.86 for PM2.5 and 0.59?0.78 for PM10, respectively. The Root Mean Square Errors (RMSEs) between estimated PM and surface measured PM mass are 11.64?25.34 g/m3 for PM2.5 and 24.64?91.64 g/m3 for PM10. Satellite remote sensing provides a promising way in atmospheric suspended particulate matter monitoring. The 1-km resolution AOD product is more suitable for describing the pollution in the urban areas with complicated topography.
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An Evaluation of the Temporal Representative of MODIS Application for Particulate Matter Assessment over Eastern China
LI Qian,LI Chengcai,YANG Dongwei,SHI Guangming,GAO Ling,LI Ying,MAO Jietai
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract681)      PDF(pc) (673KB)(314)       Save
The PM10 mass concentration from 428 ground sites in Eastern China in 2011 were used to investigate the temporal representative of satellites carrying MODIS for air quality monitoring. The daily, monthly, seasonal and yearly averaged ground measurements of PM10 mass concentration at the time when the satellite data is available (SATPM) were compared with the corresponding 24 hours averaged ground measurements (ALLPM). The data with the Aqua-MODIS time are more close to ALLPM than those with Terra-MODIS time, and most relative errors fall into the range of ±20%, indicating a high reliability of temporal representative on Aqua time. Data from both satellites were incorporated together through a linear fitting to get the validated daily and yearly SATPM. The results show a better correlation and own lower root mean square errors (RMSE) with ALLPM. Because PM2.5 is more correlated with optical observations, the results are also of significant implications for the reliability of PM2.5 retrieval from satellite.
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A Micro-Pulse Lidar Observation of Aerosol in Beijing and Retrieval Algorithm Research
LIN Changqing,YANG Dongwei,LI Chengcai,LI Qian,SHI Guangming,WANG Yefang,ZHOU Yinliang,LIU Mengjuan
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract954)      PDF(pc) (1879KB)(751)       Save
The MPL observation data in Beijing is used to develop two new algorithms which will not need to refer to the low SNR signal in high altitude. In the first algorithm, the boundary in mixing layer is chosen in the Fernald’s theory. Then the lidar constant can be retrieved by combining AOD. Compared with the data from the automatic meteorological station locates in the same place, this algorithm seems viable for lidar’s extinction coefficient retrieval. In the second algorithm, since the range corrected lidar data near the surface is linear relate to the surface extinction coefficient, the visibility data in the surface could be used to calculate the lidar constant. The result of the lidar constant and the average extinction-to-backscatter ratio during the experiment period are similar to the first algorithm. In these two algorithms, the lidar constant is retrieved without using the high altitude signal. In the end, the lidar observation of a classic aerosol case when a Siberian High passes through Beijing is analyzed. By comparing the lidar observation with the Nanjiao Observation Station data, the lidar retrieval and the new algorithm are considered to be reliable.
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Calibration and Error Analysis for Multi-wavelength Sun-Photometer Observations
GAO Ling,ZHAO Chunlei,LI Chengcai,REN Tong,LI Qian
  
Methods of Estimation of GPS Instrumental Bias from Single Site's GPS Data and Comparative Study of Results
LI Qiang,FENG Man,ZHANG Donghe,XIAO Zuo,SHI Liqin
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract648)            Save
The major error sources of deriving TEC from GPS observational data are instrumental biases. Two methods of extracting TEC and instrumental biases based on single site's GPS observations, called Kalman filter and self adjusted cell methods respectively, are presented. TEC and instrumental biases were computed by using these two methods from GPS data at several sites in 2004. The results were analyzed respectively and then compared with each other. The results also were compared with corresponding values published by CODE (Center for Orbit Determination in Europe).Its statistical characteristics with respect to the latitude of observational site were discussed. The main results can be concluded that the proposed methods can be used to derive TEC and instrumental biases which are accuracy enough with respect to CODE's published values. The standard deviations of derived instrumental biases are related to latitudes of observational sites. For China region, based on the paper's computational results, it shows that the sites with lower latitude are related with larger deviation, which is a implication that ionosphere is more complex in low latitude area than that in mid latitude and more caution should be paid in using the assumption of simple smooth ionospheric model in lower latitude.
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