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Characteristics and Source Apportionment of Atmospheric Volatile Organic Compounds of Tai’an Urban Area in Autumn
WANG Lu, ZHOU Xu, LIU Yuehui, LIU Hui, ZHANG Yinglei, FAN Guangyu
Acta Scientiarum Naturalium Universitatis Pekinensis    2024, 60 (2): 329-340.   DOI: 10.13209/j.0479-8023.2024.007
Abstract56)   HTML    PDF(pc) (1184KB)(20)       Save
The preconcentration/gas chromatography-mass spectrometry with FID detector method was used to observe the 115 atmospheric volatile organic compounds (VOCs) of Tai’an urban area in autumn 2020. The average volume fraction of VOCs during the observation period was (67.50±25.55)×10−9, dominated by alkanes (34.86%) and oxygenated volatile organic compounds (OVOCs) (32.03%). The atmospheric chemistry reactivity of VOCs was estimated using ozone formation potential (OFP) and the OH radical loss rate (LOH), respectively. The OFP of Tai’an in autumn was (241.50±6.91)×10−9, mainly contributed by OVOCs (39.92%) and aromatics (33.03%). The calculated LOH was 7.34±0.33 s−1, which was dominated by OVOCs (56.32%). The contribution of VOCs to the potential for secondary organic aerosol (SOA) formation was estimated using the fractional aerosol coefficients (FAC), and the results showed that SOA formation potential was (366.58±37.80)×10−9, dominated by aromatics (98.79%). The results of the characteristic species ratio analysis showed that the VOCs of Tai’an in autumn were influenced by local sources such as traffic-related emissions, solvent use and combustion sources. The source apportionment results showed that the contribution of motor vehicle emissions to VOCs was the highest at 26.1%, with the contributions from gasoline vehicle exhaust emissions and diesel vehicle exhaust emissions being 19.4% and 6.7%. The contribution of solvent use and industrial sources to VOCs was comparable at 20.1% and 19.9%, respectively. The contribution of stationary combustion sources and liquefied petroleum gas (LPG) use was 16.2% and 12.3%, respectively. Biogenic sources contributed the lowest percentage of 5.4%.
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Mechanism of Operation Mode Effects on Phosphorus Removal and Recovery Performance of PAOs-biofilm
BI Zhen, OUYANG Zhikang, QIAN Mengmeng, LIU Yuqing, HUANG Yong
Acta Scientiarum Naturalium Universitatis Pekinensis    2024, 60 (1): 175-182.   DOI: 10.13209/j.0479-8023.2023.039
Abstract78)   HTML    PDF(pc) (682KB)(38)       Save
In order to investigate effects of operation mode on the phosphorus removal and recovery performance of PAOs-biofilm, the continuous operating PAOs-biofilm reactor was carried out to recovery phosphorus from synthetic sewage wastewater with different operation modes. It showed that the operating modes resulted in significant differences of the environment for phosphorus uptake and release (phosphorus concentration in water). Under the “anaerobic-aerobic alternating” mode, the high phosphorus loading in aerobic phase strengthened the phosphorus uptake ability of the PAOs-biofilm, and the phosphorus recovery performance depended on the limitation of phosphorus uptake. In contrast, under the “aerobic-anaerobic alternating” mode, the high concentration of phosphorus in anaerobic phase depressed the phosphorus release ability of the PAOs-biofilm, which could be the main reason for the limited phosphorus recovery performance. Such differences in environment resulted from the operation modes led to different aerobic phosphorus uptake, anaerobic phosphorus release and carbon source utilization rate of biofilm. The average Prel/Cupt under “anaerobic-aerobic alternating mode” was 0.213 mmol P /mmol C, which was much higher than that of 0.046 mmol P/mmol C under “aerobic-anaerobic alternating” mode. In summary, the PAOs-biofilm showed higher efficiency in phosphorus removal under “anaerobic-aerobic alternating” mode, while it exhibited a more superior performance in phosphorus recovery under “aerobic-anaerobic alternating” mode, with phosphorus recovery liquid of 99.90 mg/L.
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Study on Nitrogen Fixation Characteristics of Glow Plasma in Series under Fixed Magnetic Field
PENG Ke, LIU Yuexi, CHEN Liang, LU Xinpei
Acta Scientiarum Naturalium Universitatis Pekinensis    2023, 59 (6): 915-922.   DOI: 10.13209/j.0479-8023.2023.088
Abstract142)   HTML    PDF(pc) (9408KB)(88)       Save
A novel magnetic field fixed and series on the circuit glow plasma nitrogen fixing device is developed, which consists of two plasma generator devices connected in series on the circuit. The nitrogen fixing energy consumption, product concentration, voltage characteristics, resistance characteristics, electrical conductivity characteristics and electric field characteristics of the device are studied, and the discharge conditions of a single device are compared. The plasma nitrogen fixation energy consumption of the series discharging device reaches the lowest at 143.14 GJ/tN when the discharge current is 60 mA. The lowest total nitrogen fixation energy consumption after calculating the electrical energy consumed by the ballast resistor is 229.69 GJ/tN. The lowest total nitrogen fixation energy consumption of a single device is 370.38 GJ/tN, indicating that series discharge is beneficial to reduce nitrogen fixation energy consumption, and the gap between the two nitrogen fixation energy consumption widen significantly with the increase of current.
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Realization Path of Comprehensive Tourism in Leisure Agriculture Based on Perspective of Element Flow: A Case Study of Chongqing
LU Qingling, LIU Yuexin, GAO Yang, ZHANG Zhonghao, CUI Lihan, SUN Ximan
Acta Scientiarum Naturalium Universitatis Pekinensis    2023, 59 (3): 523-531.   DOI: 10.13209/j.0479-8023.2023.026
Abstract185)   HTML    PDF(pc) (9354KB)(112)       Save
In order to break the static distribution of leisure agricultural tourism, taking Chongqing as an example, the spatial domain is constructed based on the perspective of element flow, and the “source-sink” theory is applied. The results show that traditional leisure agricultural tourism in Chongqing mostly relies on cultivated land, forest land and grasslands, and the land space structure is compact, with the main urban area as the axis or along the Yangtze River. The comprehensive ecological sensitivity of Chongqing is relatively low, with moderate and mildly sensitive areas accounting for 62.49% of the total. The constructed “source-corridor” spatial domain includes 6 leisure agricultural tourism sources and 18 element flow corridors. Based on the spatial layout of “one center and two rings, one corridor and two wings”, the continuity and sustainability of leisure agricultural tourism in the whole area can be realized through the strengthening of 40 key nodes and the improvement of 18 corridors network. The research results can provide a theoretical basis for the spatial distribution of tourism in Chongqing, and promote the innovative practice of comprehensive tourism management.
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Review of Observational Studies on Ambient Atmospheric Formaldehyde in China
LIU Yuehui, WANG Hongli, LU Keding
Acta Scientiarum Naturalium Universitatis Pekinensis    2023, 59 (2): 331-343.   DOI: 10.13209/j.0479-8023.2023.007
Abstract401)   HTML    PDF(pc) (1136KB)(175)       Save
This paper reviews the current status of observational studies on atmospheric formaldehyde in China, and discusses the atmospheric formaldehyde concentration levels, the relative contributions of primary and secondary sources, and the inventory of formaldehyde emissions from anthropogenic sources. On this basis, the authors point out some limitations of the existing studies and make targeted suggestions for future observational studies on formaldehyde.
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A Dynamic Graph Convolutional Network Based on Spatial-Temporal Modeling
LI Jing, LIU Yu, ZOU Lei
Acta Scientiarum Naturalium Universitatis Pekinensis    2021, 57 (4): 605-613.   DOI: 10.13209/j.0479-8023.2021.052
Abstract1671)   HTML    PDF(pc) (829KB)(505)       Save
In order to learn high-level representation with rich information for dynamic graphs where nodes and edges change dynamically, a dynamic graph convolutional network (DyGCN) is proposed to learn representation as a mixture of both spatial and temporal information. The model performs spatial convolutions to learn structural information on graphs and temporal convolutions to learn historical information along time axis. Besides, the selfadapting mechanism on the spatial convolution layer allows model parameters to update with graphs. Extensive experiments on financial networks for edge classification tasks against financial crimes show that DyGCN outperforms state-of-the-art methods.
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Evaluation and Analysis of Ecosystem Services Value in Beijing-Tianjin-Hebei Region Based on Demand Zoning
TANG Xiumei, LIU Yu, REN Yanmin, ZHOU Yanbing
Acta Scientiarum Naturalium Universitatis Pekinensis    2021, 57 (1): 173-180.   DOI: 10.13209/j.0479-8023.2020.112
Abstract582)   HTML    PDF(pc) (945KB)(238)       Save
Based on the analysis of the logical relationship between supply and demand of ecosystem services, this study evaluates the demand status of ecosystem services in Beijing-Tianjin-Hebei region, delimits the demand type areas, calculates the spatial and temporal changes of ecosystem services value (ESV) based on land use status maps in 2000 and 2015, and puts forward corresponding land use strategies. The result is as follows. 1) Human beings have material, environmental and cultural needs for ecosystem. The demand for ecosystem services can be evaluated from four aspects: population, economic level, industrial development and educational level, corresponding to the nine services of the four functions of ecosystem, including supply, regulation, support and culture; 2) There is a large gap in the demand for ecosystem services in Beijing-Tianjin-Hebei region, which can be divided into four types: extremely high demand area, high demand area, medium demand area and low demand area. 3) From 2000 to 2015, the total value of ecosystem services in Beijing-Tianjin-Hebei region decreased. At county level, the total value of ecosystem services and the average value of land decreased gradually from north to south in space; 4) The value distribution of ecosystem services in different demand areas was unbalanced. From 2000 to 2015, the value of all types of areas has decreased, and the land use strategies of different types of areas are different.
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Coupling Process and Decoupling Analysis of Agricultural Development and Resource-environment in Beijing
LIU Yu, TANG Linnan, PAN Yuchun
Acta Scientiarum Naturalium Universitatis Pekinensis    2020, 56 (3): 539-545.   DOI: 10.13209/j.0479-8023.2020.013
Abstract740)   HTML    PDF(pc) (1212KB)(82)       Save
Based on the perspective of sustainable agricultural development, this study systematically discusses the spatial-temporal evolution characteristics, coupling and decoupling process of agricultural development and resource-environment in Beijing since 2005. The results are as follows. 1) From 2005 to 2017, Beijing’s agricultural development first strengthens and then weakens. The development characteristics of economic output are similar to those of agricultural development; the indexes of agricultural social development first decreases rapidly and then slowly increases, but generally showing a weakening trend; the industrial modernization continues to improve. 2) The pressure of agricultural resources and environment strengthens first and then abates. The change trend of the resource carrying and consumption indexes are the same as that of the pressure index, and the influence on the pressure index of agricultural resources and environment is obvious; the environmental pollution index decreases year by year. 3) There has been a dynamic evolution from “the most unfavorable state→the ideal state→the relatively optimistic state” between the pressure of resources and environment and the development of agriculture in the city, with coexistence of decoupling and coupling states and the decoupling state as the main one. In the process of agricultural sustainable transformation and upgrading in future, it is necessary to emphasize the ecological development of agriculture and its multi-functional value excavation and to promote its orderly balance with resources and environment.
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Using Mobile Phone Data to Estimate the Temporal-Spatial Distribution and Socioeconomic Attributes of Population in Megacities: A Case Study of Beijing
HAI Xiaodong, LIU Yunshu, ZHAO Pengjun, ZHANG Hui
Acta Scientiarum Naturalium Universitatis Pekinensis    2020, 56 (3): 518-530.   DOI: 10.13209/j.0479-8023.2020.035
Abstract1108)   HTML    PDF(pc) (3739KB)(361)       Save
This study proposes a technique to identify the temporal-spatial distribution and socioeconomic attributes of population by using mobile phone data. This technique has a fine geographic scale, which is called as Spatial Pattern Unit. The study uses Beijing as a case and conducts an empirical application of the technique. Firstly, it investigates the temporal-spatial distribution of population in Beijing by using multiple data sources, including mobile phone data, travel survey data and heat map data. Secondly, it classifies the spatial pattern unit into different categories in terms of socioeconomic attributes of population and travel behavior features. Thirdly, it applies machine learning approach to estimate socioeconomic attributes of population for all spatial pattern units. Finally, it compares and verifies the results of analysis. The approaches and findings would be valuable to monitoring population distribution, locating business services and planning urban infrastructure.
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Zircon U-Pb-Lu-Hf Isotopic Characteristics and Geological Implications of Mesozoic Granites in Western Qinling
LIU Wei, GUO Lishuang, LIAO Yanfu, ZHAO Yonghong, LIU Yulin, XIAO Yanjun
Acta Scientiarum Naturalium Universitatis Pekinensis    2020, 56 (3): 436-448.   DOI: 10.13209/j.0479-8023.2020.028
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LA-ICP-MS zircon U-Pb isotopic analyses reveal that the granitoid intrusions of Zhongchuan, Baijiazhuang and Jiaochangba in Western Qinling orogeny emplaced at ages of 220±1, 216±6 and 222±6 Ma, respectively, showing that all of them belongs to Middle-Late Triassic granitoid magmatism. Whole rock geochemistry analyses indicate that the primitive mantle-normalized trace element patterns and Chondrite-normalized REE patterns of the rock samples from the three intrusions show significant similarity, for example, depletion in high field strength elements of Nb, Ti and P, and enrichment in LREE. Analyses for zircon Lu-Hf isotopes indicate that the εHf(t) values range from ?3.31 to +1.68 of the three intrusions with the two-stage model ages between 1151 and 1456 Ma. Petrogenetic studies indicate that the granitoid magmas of these Indosinian granitoid intrusions were derived mainly from the partial melting of mesoproterozoic crust material. Combined with the formation age, petrogenesis and tectonic background, these Indosinian intrusions were most likely formed in the collision process between South Qinling orogen and South China Block along Mianlue suture zone, and might be related to the subducted slab break off of South China Block.
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Spatial Differentiation Pattern and Influence Factor Detection of County-Level Grain Production in Huang-Huai-Hai Region
LIU Yu, REN Yanmin, PAN Yuchun
Acta Scientiarum Naturalium Universitatis Pekinensis    2020, 56 (2): 315-323.   DOI: 10.13209/j.0479-8023.2019.130
Abstract738)   HTML    PDF(pc) (865KB)(140)       Save
Spatial aggregation features of 2015 county-level grain yields of Huang-Huai-Hai Region have been analyzed systematically based on cumulative distribution function and spatial autocorrelation analysis method, and impact of 18 factors on grain yields of different categories of counties in Huang-Huai-Hai Region and their interaction have been analyzed by use of geographical detector. The results indicate that low county-level grain yields in Huang-Huai-Hai Region tend to aggregate and high county-level grain yields tend to scatter, showing significant homogeneous aggregation in space. The areas of significant high yields are mainly distributed in southeast Henan Province, north Anhui Province and north Jiangsu Province and areas of significantly low yields are mainly in Beijing-Tianjin-Hebei Region and coastal counties of Shandong Province. In consideration of spatial constraints and distribution difference of grain yields, Huang-Huai-Hai Region can be classified into 4 areas: high grain yield area, mid-high grain yield area, low-middle grain yield area and low grain yield area. The impacts of 18 factors on county-level grain yields of Huang-Huai-Hai Region vary and mainly manifest dual-factor enhancement type and nonlinear enhancement type. The leading factors of high yield area are added value of primary industry, consumption of fertilizers (total mass percent of nutrients) and total agricultural mechanical power, belonging to social economy and factor-input acting type. The leading factors of mid-high yield area are cultivated land area, regional registered population, added value of primary industry, gross agricultural mechanical power, showing as the combined acting type. The leading factors of low-middle yield area are cultivated land area and consumption of fertilizers (total mass percent of nutrients), showing as geographical environment and factor-input acting type. The leading factors of low yield area are vegetation index, cultivated land area, added value of primary industry, consumption of fertilizers (total mass percentage of nutrients) and total agricultural mechanical power, showing as a combined acting type. The targeted grain production and income increase strategy shall be formulated in the future based on actual conditions of different areas.
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Correlation Study of Low-Altitude Turbulence in Civil Aircraft with Geographical Environmental Factor
LIU Yuefeng, ZHANG Kai, CHEN Yue, SUN Ying
Acta Scientiarum Naturalium Universitatis Pekinensis    2019, 55 (4): 683-691.   DOI: 10.13209/j.0479-8023.2019.036
Abstract863)   HTML    PDF(pc) (1267KB)(144)       Save
Based on the flight quality monitoring big data, statistics were made on the frequency of low-altitude airplane turbulence in various airport areas. Besides, using topographic and meteorological data, we analyzed the correlation between low-altitude airplane turbulence and environmental factors. The results indicate a significant correlation between the low-altitude airplane turbulence and relief amplitude, wind speed, and diurnal temperature range. Also, the spatial difference of the effect intensity of these environmental factors is revealed via geographically weighted regression (GWR) model. The effect intensity of relief amplitude and wind speed increase from northeast to southwest, while the effect intensity of diurnal temperature range increases from southeast to northwest then to northeast. The adjusted R2 of the model is 0.512, which means that the model is very effective. Based on the GWR model, we estimated the risk of low-altitude airplane turbulence on the national scale, and obtained the classification map of the risk. The research results have reference value for airport location and flight safety management.
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A Plane Sweep Based Arc Splitting and Polygon Auto-Construction Algorithm
LIU Yuefeng, SUN Ying, ZHANG Kai, CHEN Yue
Acta Scientiarum Naturalium Universitatis Pekinensis    2019, 55 (4): 675-682.   DOI: 10.13209/j.0479-8023.2019.037
Abstract936)   HTML    PDF(pc) (924KB)(202)       Save
Aiming at the deficiency of traditional polygon auto-construction algorithm in automation and time efficiency, which leads to the insufficiency of commercial GIS softwares’ data processing and spatial-temporal analysis ability, an arc splitting and polygon auto-construction algorithm based on plane sweep idea is proposed. Our algorithm contains three features as follows. First, it is a complete process from intersection testing until polygon construction. Next, it takes full advantage of useful information during intersection testing to realize arc splitting and polygon auto-construction at the cost of little algorithm complexity and computing resources. Finally, it avoids the calculation of nested relation and handles degenerate cases of bridge and dangling edge. The result of experiments proves the proposed algorithm improves efficiency significantly in comparison with traditional algorithms.
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Research of Crustal Stress Simulation Using Finite Element Analysis Based on Corner Point Grid
LIU Yuyang, LIU Shiqi, PAN Mao, LEI Zhengdong
Acta Scientiarum Naturalium Universitatis Pekinensis    2019, 55 (4): 643-653.   DOI: 10.13209/j.0479-8023.2019.020
Abstract1383)   HTML    PDF(pc) (27508KB)(244)       Save
The development of stress finite element analysis approach based on 3D corner-point grid can establish accurate crustal stress field. Firstly, corner-point grid is employed to establish the detailed structure and attribute model of reservoir. Secondly, grid conversion algorithm is applied to convert corner-point grid to corresponding finite-element grid. Then, finite element analysis is used to get attribute model based on finite-element grid which reflects the distribution of crustal stress. Lastly, grid conversion algorithm is operated to reverse the attribute model to another format which is based on corner-point grid for subsequent analysis. Thus, the procedure continuity and data consistency has been proved by this approach. Furthermore, real data collected from oilfield X and Y are employed to simulate stress distribution and the validity and accuracy of the proposed approach can be verified by comparison between simulation results and real data.
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Comprehensive Depositional System and Reservoir Characterization Study of Chang 4+5 Reservoir of Yanchang Group, Infill Well Region in Baiyushan Area, Ordos Basin
LIU Yuyang, PAN Mao, LIU Shiqi, SHI Yongmin, DONG Yue, ZHANG Zhiqiang, WANG Ziyuan
Acta Scientiarum Naturalium Universitatis Pekinensis    2018, 54 (5): 1028-1038.   DOI: 10.13209/j.0479-8023.2018.045
Abstract665)   HTML    PDF(pc) (13844KB)(411)       Save

The authors focus on the ultra-low permeability reservoirs of Chang 4+5 reservoir period of Yanchang Group, Jing’an oil field, Ordos Basin. Cores, thin sections, wireline logs, and imaging logs were used to understand depositional systems, reservoirs and to furtherly characterize vertical and horizontal distribution patterns of sandstones. The results show that main reservoirs of Chang 4+5 of Yanchang Group are composed of medium-tofine grained arkose. Parallel beddings and cross beddings are common. Interpartical pores and a few fractures are main reservoir spaces and reservoir quality is poor. Sand bodies are uniformly distributed in the horizontal direction with brand shape and thickness between 2 to 5 meters. Front delta is the main sedimentary subfacies. Distributary main channel, distributary shallow channel, distributary shoal, and inner distributary bay are four main sedimentary microfacies. In the vertical direction, distributary main channels and distributary shallow channels are distributed reciprocally related to the variation of hydrodynamic power. The research result is a guidance on the hydrocarbon exploration in this region.

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Partition and Ecological Design Technology of Land Consolidation Project in Tropical Platform Area
TANG Xiumei, PAN Yuchun, HAO Xingyao, LIU Yu, REN Yanmin
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (6): 1093-1101.   DOI: 10.13209/j.0479-8023.2016.103
Abstract865)   HTML    PDF(pc) (2031KB)(795)       Save

Considering the climate, soil and landform characteristics of tropical area, agricultural development direction and other conditions, the authors explore the land consolidation mode of tropical platform area in Hainan Province based on the analysis of cultivated land consolidation potential. There are four types of land consolidation, the modern agriculture pattern in eastern area, the agricultural tourism integration pattern in southern area, the ecological regulation pattern in western area and the high yield and high efficiency renovation pattern in northern area. Then, the characteristics, potential, the focus of land consolidation direction and key technology of each pattern are analyzed. Combined with the construction of Hainan international tourism island, this paper explores the ecological design modes and scheme of land consolidation project in tropical platform area based on the existing design in land consolidation project, including the design modes of plots, road, irrigation canals and ditches, to meet the climate and landform characteristics of tropical area. The research can provide a scientific basis for the planning and design modes of land consolidation in tropical platform area.

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The Choice of Leading Industry Based on Functional Orientation in the Ecological Conservation Development Area of Beijing
SUN Chao, LIU Yu, TANG Xiumei, REN Yanmin
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (6): 1085-1092.   DOI: 10.13209/j.0479-8023.2016.065
Abstract673)   HTML    PDF(pc) (480KB)(739)       Save

This study takes the three industries and the internal structure of tertiary industry in ecological conservation development area of Beijing from 2005 to 2012 as the research object, using shift-share analysis method, comprehensively analyses of the development of industry share deviates from the components, structure deviation and competitiveness deviation component, provides some reference for choosing the leading industry in ecological conservation development area and the adjustment of industrial structure. The results shows that the first industry in ecological conservation development area has a certain but small amount competitiveness, cannot effectively promote economic development of the whole area; the second industry growth in ecological conservation development area is slower than the average level in Beijing, and does not have the competitive advantage; the total deviation vector of the third industry presents the obvious rise, and accelerates the development trend, which is the main force of the regional economic development in the future. In potential leading industry selection for districts and counties, Mentougou District takes the culture, sports and entertainment industry, and finance industry as leading industries, Huairou District takes the information transmission, computer services and software industry as the leading industry, Pinggu District takes the culture, sports and entertainment industry as leading industry, in the present stage of the third industry in Miyun County has not meet the requirements of the industry, and the estate industry is the leading industry for Yanqing County. Comprehensive tourism is suitable for the dominant industry of ecological conservation development area, and is also in line with the industry development present situation and future development direction. That can effectively promote regional economic development.

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Economic and Environmental Effects of Improved Auto Fuel Economy Standard in China: A CGE Analysis
LIU Qing, LIU Yu, XU Jintao
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (3): 515-527.   DOI: 10.13209/j.0479-8023.2016.032
Abstract1240)   HTML    PDF(pc) (821KB)(1583)       Save

The authors use CHINAGEM, a computable general equilibrium model to investigate the economic effect and pollution reduction impacts of improved auto fuel economy standard in China. The policy change is modelled as shocks to production tax rate of two industries — petrol refine and motor vehicle parts. The results show that the shocks lead to higher labor cost, slightly decreased GDP and improved terms of trade. The majority of industries, such as motor vehicle manufacturing, will undergo downsizing because of new standards and substitution of imported motor vehicles for domestic ones. However, with improved emission standard and slowdown of vehicle production growth, air pollution problem will be alleviated. Based on the model prediction, the annual emission reductions of carbon monoxide, hydrocarbons, nitrogen oxides and total particulate matter amount to 39.52, 37.51, 11.63 and 1.66 million tons respectively, which are 32, 36, 63, and 87 percentage reduction from the respective business-as-usual levels.

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Space-Time Differentiation of Rural Territorial Multifunction of Beijing
TANG Linnan, PAN Yuchun, LIU Yu, TANG Xiumei
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (2): 303-312.   DOI: 10.13209/j.0479-8023.2015.150
Abstract1112)   HTML    PDF(pc) (1780KB)(923)       Save

Cased in 13 districts of Beijing, the paper gives a systematic analysis on the space-time differentiation of rural territorial multifunction about five functions such as economic development, agricultural production, social security, ecological services and tourism and leisure, and discusses the function orientation in the future. The results show that the distribution of rural regional function is obviously different. The economic development and social security function mainly locate in suburban plains, agricultural production function nearly locates in outer suburb, and ecological service function and leisure tourism function focus on the exurban mountain. Influenced by economic development, geographical location, terrain conditions, related policy and so on, the differences of the spatial interval development of function degree obviously exist among the three regions of suburban plains, outer suburbs plain and exurban mountains. In the future, combined with current development and differentiation of various district, government should give a proper arrangement to develop the rural territorial multifunction of the 13 districts comprehensively and coordinately.

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Terrace Sequences and Their Formation Ages in Pantang-Heiyukou Area, Northern Shanxi-Shaanxi Gorge, China
LIU Yunming, LI Youli, ZHOU Baohua
Acta Scientiarum Naturalium Universitatis Pekinensis    2016, 52 (2): 257-264.   DOI: 10.13209/j.0479-8023.2015.139
Abstract1440)   HTML    PDF(pc) (797KB)(1690)       Save

Based on field work, four Quaternary terraces are found according to overlapped loess sequences at Pantang-Heiyukou area and its surroundings in northern Chinese Shanxi-Shaanxi Gorge. These four terraces, which are 12, 50, 80 and 130 m above present the Yellow River level respectively, are all rock-seated terraces. The thicknesses of overlapped loess from the lowest terrace to the highest Quaternary terrace are about 20, 33, 37 and 43 m respectively. ESR dating samples were collected from river sediments on T2, T3 and T4. ESR dating result reveals that the formation ages of these three terraces are 0.609, 0.876 and 0.97±0.107 Ma in turn from T2 to T4. In order to corroborate the dating results, powder samples and oriented samples were collected from sections on T3 and T4. Paleomagnetic result shows that section bottom on T3 does not reach the boundary of B/M (Brunhes/Matuyama), which means a formation age younger than 0.78 Ma. This age is younger than that gotten from ESR dating. The bottom age of T4 section reaches an age of 1.07 Ma, which is a bit older than ESR dating result but within its range. The formation ages of the terraces are in accord with other terraces in upper and lower reach of the Yellow River such as Lanzhou and Sanmenxia which suggests river terraces controlled by tectonic movement exist universally in the domain of the Yellow River. A Late Tertiary section was resampled and measured as an improvement to former works. The result is used to discuss the incision rate of different terraces in this region.

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Evolutive Trend of China’s Corn Output and Its Fluctuation Characteristics Based on LMDI Model and EMD Model
LI Yanmei;CHEN Yangfen;LIU Yu;GAO Bingbo
Acta Scientiarum Naturalium Universitatis Pekinensis    2015, 51 (5): 946-954.   DOI: 10.13209/j.0479-8023.2015.103
Abstract1143)      PDF(pc) (780KB)(514)       Save
Based on logarithmic mean weigh division index method (LMDI), empirical mode decomposition method (EMD) and variance decomposition model (VDM), the evolutive trend and fluctuation characteristics of corn production in China during 1978–2012 was analyzed. The contribution difference to corn output fluctuation during eight grain production regions was revealed. The following results were obtained. Corn output increased by 1.50×108 ton from 1978 to 2012, and the corn production advantage in Huang-Huai-Hai region and Northeast Region in China was further highlighted. It was estimated that the accumulated contribution values of corn sowing area and corn yield per hectare at national scale were 0.79×108 ton and 0.71×108 ton respectively, and corn sowing area was the major contributor to the increment of corn output. The residual trend of corn output showed a trend of gradual increase and the grain output has 3-year periodic oscillation. During the eight grain production regions in China, Huang-Huai-Hai Region played the prominent role in the total fluctuation, following by the Northeast Region and Loess Plateau Region. The self-fluctuations in the three regions and their positively mutual affect were the main factors of China’s corn output fluctuation, including Huang-Huai-Hai Region, Northeast Region and Loess Plateau Region in China. For the high contribution ratio and drastic change, more attention should be paid to Huang-Huai-Hai Region and Northeast Region in China.
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An Atomic Model of Spatiotemporal Query Based on Object-Oriented Snapshot Model
LIU Yuefeng;KANG Wei
   2015, 51 (4): 755-762.   DOI: 10.13209/j.0479-8023.2015.008
Abstract966)      PDF(pc) (448KB)(248)       Save
By analyzing the fundamental spatiotemporal characteristics of spatiotemporal objects, six query primitives, which are temporal range, spatial range, spatiotemporal range, temporal relation, spatial relation and attribute state, are proposed based on object-oriented snapshot model. Centered on time, atomic queries are defined, and approaches to constructing complex queries from these atomic queries are proposed. On the purpose of rendering the proposed query model more systematic and adaptable, application semantics are not considered in defining query primitives and atomic queries. In addition, owing to its clear expressiveness in GIS, the model possesses considerable implementability and can serve as the foundation and basis of implementations of spatiotemporal query interfaces in temporal GIS.
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Soil Erosion Change in the Water Source Region of the Middle-Route of the South-to-North Water Transfer Project (SNWTP)
LIU Yuanshu,LIU Yu,ZENG Yuan,WANG Honglei
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract822)      PDF(pc) (15110KB)(92)       Save
In order to protect the regional ecological environment of water source region of the South-to-North Water Transfer Project (SNWTP) and maintain the water quality security of Danjiangkou Reservoir, based on remote sensing and geographic information system, this study used Landsat TM and HJ-1A/B as data source to analyze the dynamic tendency of soil erosion in 2000 and 2011 in the water supplying area. The findings are as follows: in the past 12 years, gross area of soil erosion has decreased 234.72×104hm2 (42.15%), 46 in all 47 counties shows a trend of decrease, from 13.23% to 75.92% concretely; soil erosion intensity is mainly light, moderate, strong, the areas of light, moderate, strong, ultra strong, intense have dropped 24.81%, 50.34%, 47.41%, 48.24%, and 49.15%, respectively. The finding demonstrates that soil erosion problem in this area has been improved considerably, and remarkable achievements have been made in ecological construction and environmental protection.
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Spatial-Temporal Difference of Grain Yield Per Hectare during 1980?2012 at County Level and Its Balanced Increasing Potential in Henan Province
LIU Yu,GAO Yunbing,GAO Bingbo,REN Yanmin
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract742)      PDF(pc) (2515KB)(313)       Save
Based on the statistical data of 126 counties in Henan, using mathematical statistics method and spatial autocorrelation analysis, spatial changes and variation character of grain yield per hectare at county level in Henan Province during 1980?2012 are discussed by SPSS, ArcGIS and GeoDa software, and the increase potential of grain yield per hectare and total yield at regional scale are calculated. The results show that:1) During 1980?2012, grain yield per hectare and its absolute difference at county level take on increasing trend by and large, while the relative difference increases first and then decreases. The distributional pattern of grain yield per hectare changes from positive skewness to negative skewness, and the agglomeration degree of grain yield per hectare increases first and then decreases. 2) Grain yield per hectare at county level in Henan has a strong spatial autocorrelation with evident pattern “high in the eastern while low in the western”. The increment of grain yield per hectare descends from East to West at county level, and counties with higher increment of grain yield per hectare gather in the eastern plain area of Henan. 3) The changes of grain yield per hectare at county level show a positive spatial autocorrelation and the characteristic of spatial clustering of regional high value and low value is significant. The counties with “High-High” and “Low-Low” correlation are the majority. The counties with significant “High-High” correlation are mostly located in the eastern of Huang-Huai plain area and northwestern of the Hebei-Shandong-Henan low-lying plain area, while the counties with significant “Low-Low” correlation are mainly distributed in western Henan mountainous-hilly area and western of Huang-Huai plain area. 4) Henan Province is divided into 5 first-grade regions and 11 second-grade regions according to the coupled conditions of farming system regionalization and LISA cluster map. The potential output per hectare of the 5 first-grade regions could be sorted in descending order as hilly-mountainous region of Hubei-Henan-Anhui, piedmont region of Taihang mountain and Yanshan mountain, western Henan mountainous-hilly region, Huang-Huai plain region, and Hebei-Shandong-Henan low-lying plain region. The total potential output of Henan Province is 1.27×107 tons, and the 5 regions could be sorted as Huang-Huai plain area, hilly-mountainous region of Hubei-Henan-Anhui, piedmont region of Taihang mountain and Yanshan mountain, western Henan mountainous-hilly region, and Hebei-Shandong-Henan low-lying plain region.
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Factor Decomposition of Grain Production at County Level in Henan Based on LMDI
LIU Yu,PAN Yuchun,REN Xuhong,TANG Xiumei
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract727)      PDF(pc) (2440KB)(271)       Save
The LMDI technique and decomposition method are used to study the contribution of factors to grain production change based on grain production calculating model in Henan from 1980 to 2010. The growth of grain production is decomposed into four effects, including cultivated land area, multiple-cropping index, grain farming index and grain yield per hectare, and then accumulated effect of each factor is explored. Firstly, grain production increases by 54.371 million ton from 1980 to 2010. It is estimated that the accumulated contribution values of cultivated land area, multiple-cropping index, grain farming index and grain yield per hectare at province level are -1.754 million, 11.657 million, -5.734 million and 28.716 million ton, respectively. Grain yield per hectare is the dominant contributor to total grain increment, and multiple-cropping index is second. Secondly, at prefecture-city level, the effect of grain yield per hectare and multiple-cropping index is positive, while the other two factors in most of prefecture cities are negative. Thirdly, the pattern “high in the eastern while low in the western” of grain production at county level in Henan is very evident, and there are obvious differences among accumulated effects of the four factors. Overall, multiple-cropping index and grain yield per hectare result in remarkable grain increment in eastern Henan. Aiming at steady and continuous increase in grain production, some work such as cultivated land protection mechanism to increase grain sowing area, investment policy of agricultural infrastructure and optimization of agricultural inputs to improve grain yield per hectare should be enhanced.
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Role of Distance Constraint in the Structure of Taxi Passenger Flow Network
JIAO Long,LIU Yuefeng,SI Ruochen
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract745)      PDF(pc) (2458KB)(241)       Save
By analyzing the floating taxi trajectory data, the existence of distance constraint in taxi passenger flow is found. Flow evolution model considering distance constraint is proposed and networks for different constraint parameters are simulated and compared. The results indicate that the distance constraint contributes to a “cut-off” of degree distribution, weight strength distribution, distance strength distribution, and a shorter distance constraint leads a more pronounced “cut-off”. With the decrease of constrained distance, the decaying rate of edge weight distribution slows down. Both degree-weight strength correlation and degree-distance strength correlation are power-law relations, and the exponents increase with the decrease of constrained distance. As the constrained distance decrease, the assortative mixing for weight strength of nodes changes from negligible negative correlation to positive correlation. These results help to reveal the effecting principles of the distance constraint of population travels on the structure of taxi passenger flow network.
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Complex Structural Properties of Urban Taxi Passenger Flow Network
LIU Yuefeng,SI Ruochen,KANG Wei
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract933)      PDF(pc) (1256KB)(637)       Save
By analyzing floating taxi trajectory data, and using complex network theories, the complex structural (including topological structural, weight structural and spatial structural) properties of urban taxi passenger flow network is researched. The results indicate that the distances of taxi passenger flow obey a log-normal distribution. Distributions of degree, weight strength and distance strength of nodes indicate power-law decay with a “cut-off”. Weight distribution of edges also fits a power-law distribution quite well. There are strong power-law correlations between degree and both weight strength and distance strength. The assortative mixing of weight strength of nodes shows a slight positive correlation. These results indicate the relationships of topological, weight and spatial structural properties of taxi passenger flow network, and will be beneficial for revealing the interplaying mechanism and principles among urban spatial, functional and population travel characteristics.
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Quantifying the Distance Effect in Spatial Interactions
LIU Yu,GONG Li,TONG Qingxi
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract1367)      PDF(pc) (482KB)(1053)       Save
Distance decay issue of spatial interactions in geography was described and analyzed, and a number of approaches were summarized to solve the gravity model. Firstly, many spatial interactions are governed by the distance decay effect, and the distance decay function quantitatively represents the distance effect. Among kinds of distance decay functions such as power law, exponential and other equations, the power law function reveals the inherent distance impacts behind spatial interactions so that the interaction formula becomes the gravity model, which is widely used in geography and regional economics. Secondly, the authors summarize some methods to quantify the distance decay function according to an interaction matrix and a distance matrix. The simulation results show that fitting the gravity model to estimate nodal attractions as well as the distance decay parameter is an appropriate way to apply the model.
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Time Series Simulation, Analysis and Prediction of Vegetation FAPAR in Heihe Basin
GAI Yingying,LIU Yuan,FAN Wenjie,XU Xiru
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract818)      PDF(pc) (1350KB)(629)       Save
MODIS FAPAR products ranging from 2001 to 2010, which cover the whole basin of Heihe, were selected as the study objects. Combined with the land cover classification products in the same periods, MODIS FAPAR time series data of different species were decomposed into tendencies, cyclical fluctuations and residuals. Auto Regression models were then established for tendencies and cyclical fluctuations and Kalman filtering was used to remove the noises. At last, FAPAR time series with high quality were obtained. On this basis, the FAPAR variation differences of different vegetation types in upstream, midstream and downstream of Heihe Basin are analyzed. A region with different phase change characteristics was chosen to predict FAPAR value of each pixel at some point. Results show that FAPARs of different species own obvious seasonal variations. Because of different climates in different basins, FAPARs of same species also have slight differences. In addition, the proposed method can be used for different vegetation types and prediction results are quite similar to MODIS FAPAR values, with an error of about 3%.
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Estimation and Assessment of the Urban Building-Scale Solar Energy Potential
Lü Yang,ZHANG Xianfeng,LIU Yu
Acta Scientiarum Naturalium Universitatis Pekinensis   
Abstract832)      PDF(pc) (1846KB)(560)       Save
Combining the quantitative inversion of remotely sensed data and GIS 3-D analysis techniques, a new model for calculating and assessing building-scale solar energy potential is built up. Specifically, the planar projection method is applied to determine the position and range of the building shadows, implementing real-time shadow simulation. The relative coordinate system and “inclusion-exclusion principle” are used to calculate the non-shadow areas of the building. The FY-2D and FY-3A satellite data are used to derive the direct normal irradiance in a regional scale, and the solar radiant power received by the roofs and facets of a specific building is then estimated using the proposed model. The solar radiation energy is summed up and the triangulated irregular network method is used to visualize the spatial distribution of the calculated energy data. A building community in Urumqi City, Xinjiang is selected as the study area to test the proposed model. The result shows that the proposed model can provide an effective and valuable tool for solar energy estimation and energy-wise planning on a building scale.
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