Reanalysis of principal component analysis to resume past vegetation and environment

In the paper 11 pollen types were selected from the original pollen and spore records of 54 samples in Fenzhuang profile of Beijing region, then 54 × 11 matrix was set up. Based on the pollen data of Fenzhuang profile from the Late Pleistocene to the Early Holocene, the paper gives a further analysis to subdivide zone of the pollen assemblages and changes of paleovegetation and paleoenvironment in this area using principal component analysis (PCA). PCA can play an complementary role for subdividing zone, at the same time, it can eliminate the difference to subdivide zone of the pollen assemblages caused by artificial factors. Finally to the biodiversity in plant communities and complex geographical environment in Beijing region, using great dispersal of accumulative percent of total in PCA (for cumulative rate only 57% from the first three factors of PCA), may sufficiently correspond to the environmental characteristic, so as to recover past climate condition much better. Supported by National Natural Science Foundation of China (No. 49571066, 39470132).     

Relationship between surface pollen and modern vegetation in Southwestern China

Based on the pollen data obtained from thirty-five surface soil samples and investigated vegetation data from seven plant quadrats, the quantitative relationship between surface soil pollen and modern vegetation are studied in the longitudinal range-gorge region (LRGR) in Southwestern China. R-values (referring to pollen assemblages) are calculated with pollen percentage and plant abundance. The coefficients of similarity between pollen and vegetation are analyzed. The results show that the pollen assemblages on surface soil of all vegetation zones can basically represent the native vegetation, but the pollen assemblages are not fully according with the vegetation. This is due to the influencing factors including pollen preservation ability, pollen production, amount of exotic pollen and pollen identification. The pollen representation in surface soil is different in families and genera. The pollen of woody plants such as Pinus, Tsuga, Alnus, Fagus and Castanopsis are over-representative, but those of Quercus, Carpinus Myrica, Elaeocarpaceae, Ericaceae, Theaceae and Llex are underrepresentative; the pollen of herbaceous plants such as Artemisia and Rubiaceae are over-representative, while those of others including Gramineae and Araliaceae are under-representative. The R-values of the same taxon pollen in different vegetation zones are different, depending on their distances from the pollen sources. The coefficients of the similarity between plant communities and pollen assemblages are mostly over 70%, which indicate again that the surface soil pollen and spores assemblages can represent the vegetation. It is concluded that there is a good corresponding relationship between surface pollen assemblages and native vegetation in LRGR, and it is of great significance for reconstructing the past vegetation and paleoclimate using quantitative fossil pollen data in this region.     

Palynological assemblages from the holocene sediments of the Changjiang (Yangtze) River Delta and its implications

The palynolpgical study on the Quaternary sediments of 42 cores in the region of the Yangtze River Delta and the sections of 4 relics had been done since 1960. Palynological assemblages from the region of the Yangtze River Delta, showing obviously .common characteristics but with slight differences because of the vast areas covered, can be divided into five spores and pollen zones and three subzones in ascendant order:I.Quercus alienc-Pinus-Cupressaceae-Chenopodiaceae spores and pollen zone reflecting the cool, then cold and dry climate--Preboreal.II.Quercus dentata-Quefcus acutissima-Pinus-Castanea-Artemisia spores and pollen zone reflecting the temperate and cool, but a little dry climate--Boreal.III.Quercus glauca-Caslanopsis-Myrica-Caslanea spores and pollen zone reflecting the hot and moist climate--Atlantic.IV.Quercus acutissima-Pinus-Castanea-Quercus glauca- Chenopodiaceae spores and pollen zone reflecting the warm, and a little dry climate--Subboreal.V.Quercus acutissima-Costarica-Quercus glauca     

鄂尔多斯盆地宜川地区二叠纪孢粉化石组合特征

通过对延长油矿延223井晚古生代孢粉组合研究以及古植被的恢复,探讨了该区晚古生代孢粉植物化石组合的地层学和古气候意义。根据孢粉化石主要属种的时代分布及其在各样品中百分含量的规律性变化,自下而上建立了3个孢粉组合:Gulisporites cochlearius-Laevigatosporites minimus组合、Sinulatisporites-Florinites组合和Lueckeisporites permianus-Platysaccus radialis组合。根据对划分孢粉组合的特征分析,通过与邻区及华北地区晚古生代孢粉组合的对比,探讨了孢粉组合的时代意义。通过孢粉组合,推测了相应时期的古植被类型,并与前人在相同地质时期所建立的大植物化石带进行了对比,分析了各地质时期植被的兴起、发展、繁盛以及衰退绝灭的历史过程,研究区二叠纪植物群属于典型的华夏植物群,反映了一种温暖潮湿的热带雨林气候,二叠纪晚期随着松柏类植物所占比例的增加,气候有变干旱的趋势。     

融合植被遥感数据的北京市次日花粉浓度预测

中国国土绿化状况公报指出,2010—2020年中国许多城市的绿化面积增加、绿化质量提高,可随之而来的影响人体健康的致敏性花粉风险也逐渐提高。本文利用遥感手段获得北京市乔木和草地生长区域平均植被叶面积指数（LAI）时间序列作为植被物候信息,并将其作为花粉浓度预测因子之一,结合日气象数据,使用具有外部输入的非线性自回归神经网络模型（NARXnet）,进行北京市次日花粉浓度的预测。结果显示：① 通过逐步回归计算,对于春季数据,日均气温3日平滑,积温,叶面积指数（LAI）和叶面积指数一阶导为次日花粉浓度预测的关键变量;对于秋季数据,日均气温、平均风速、最低日气温、日均气温3日平滑、积温和叶面积指数（LAI）为次日花粉浓度预测的关键变量;② 加入遥感物候信息可显著地提高NARXnet模型的春秋时段的花粉浓度的预测精度。使用本文提出的结合叶面积指数的NARX模型后,预测模型的总体精度为71%。由此,本研究认为在原有气象因子的基础上,辅之以用遥感技术手段获取的大面积植被物候信息,如叶面积指数动态,可作为预测次日花粉浓度的一种有效手段。     

Preliminary study on the spore-pollen assemblages found in the Cenozoic sedimentary rocks in Grove Mountains, east Antarctica and its climatic implications

Glaciogene sedimentary rocks have been found in modem tills of the Grove Mountains, east Antarctica during the 1998 - 1999 Chinese National Antarctic Research Expedition （CHNARE）. Based on the lithilogic and sedimentary features, these sedimentary rocks are correlated with Cenozoic sedimentary strata of the Pagodroma Group in the neighboring Prince Charles Mountains and the Sorsdal Formation in VestFold Hills. Sedimentary clasts contain sparsely Late Tertiary spores and pollens, including ： Toroisporis （ Lygodiaceae）, Osmunda, Granulatisporites （ Pteridaceae？） , Polypodiaceae, Podocarpus , Araucariaceae, Artemisia , Rhus , Nothofagidites , Proteacidites （Proteaceae） , Quercus , Fraxinoipollenites （ Oleaceae ） , Oleoidearumpollenites（ Oleaceae ）, Operculumpollis, and Tricolpopollenites. Most of the pollen and spores contained in these samples originate from local sources according to the conditions of their preservations as well as correlations with the microfossil assemblages found in the neighboring areas. The majority of the pollen assemblages, as represented by Podocarpus and Nothofagus, belong to the Weddellian biogeocenose, however some exotic components from the old sedimentary basement rocks may have been included during erosion of the proximal ice sheet. If the source areas of glaciogenic sedimentary rocks that bear the pollen and spores are assumed to be local, or in the up glacier areas, the pollen assemblages in these samples might represent an inland flora during a warmer period of the ice-sheet evolutionary history. The finding of the Artemisia and Chenopodiaceae in the pollen assemblages implies that they may belong to late Tertiary （most probably Pliocene）. The absence of diatoms in the samples analyzed may indicate that there are no Cenozoic marine strata in the interior of the east Antarctica beyond the Grove Mountains. The significances of the finding of the Nothofagus in these pollen assemblages are discussed on the basis of current knowledge about the age, distribution and ecological conditions of this kind of fossils found in Sirius Group or other strata outcropped in Antarctica. As a preliminary conclusion, we think that the existence of the Cenozoic glaciogenenic rocks and their pollen assemblages present new evidence for a large scale glacial retreat history in Grove Mountains of east Antarctica, and thus support a dynamic East Antarctic Ice Sheet （EAIS）. This is consistent with the interpretations of Webb et al. （1984）.     

Using impervious surfaces to detect urban expansion in Beijing of China in 2000s

The change of impervious surface area(ISA) can effectively reveal the gradual process of urbanization and act as a key index for monitoring urban expansion. Experiencing rapid growth of the built environment in the 2000 s, urban expansion of Beijing has not been fully characterized through ISA. In this study, Landsat TM images of Beijing in 2001 and 2009 were obtained, and the eight-year urban expansion process in Beijing was analyzed using the ISA extracted by means of the vegetation-imperious surface-soil(V-I-S) model. From the spatial variation in ISA, the ring structure of urban expansion in Beijing was significant during the study period, with decreasing urban density from the city center to the periphery. In the ring road analysis, the most dramatic changes of ISA were found between the fifth ring and the sixth ring. This area has experienced the most new residential development, and is currently the main source of urban expansion. The typical profile lines revealed the directional characteristics of urban expansion. The east-west profile was the most urbanized axes in Beijing, while ISA change in the east-north profile was more significant than in the other five profiles. Moreover, the transition matrix of ISA levels revealed an increase in urban density in the low density built areas; the Moran′s I index showed a clear expansion of the central urban area, which spread contiguously; and the standard deviational ellipse indicated the northeast was the dominant direction of urban expansion. These findings can provide important spatial control guidelines in the next round of national economic and social development planning, overall urban and rural planning, and land use planning.     

结合PCA和滑动时窗的电离层异常探测方法研究

针对主成分分析（PCA）方法探测电离层异常时探测范围有限且无法区分正负扰动的问题,提出一种结合PCA和滑动时窗的探测方法,并以3次强震为例检测其异常探测能力。结果显示,PCA-滑动时窗方法同时具备了2种方法的探测优势,相较于滑动时窗法,其探测结果更加直观、简明,且不易受空间环境影响,有相对更高的异常探测置信度和可靠度;相较于PCA方法,其能更好地用于长时间时空异常探测,并准确区分出正负异常。另外,通过进一步分析2020年瓦哈卡地震后发现,电离层在震前11~13 d、9 d及4~6 d出现明显异常,且异常位于震中偏南区域。综合4次地震可知,异常主要出现在震中偏南方向,大多呈共轭结构。     

Zonal distribution of the erosion-landslide and soil micromorphological features in purple hilly region

In the purple hilly region, erosions and landslides are all serious, and it is of great scientific value and practical significance to study their formation mechanism and distribution features there.In this paper, soil micromorphological methods and techniques were used to study the erosion zonal distribution in the region. The results indicated: (1)According to erosion process, the spacial distribution zones of the erosions and landslides in the purple hilly region with different solums were divided into scouring erosion zone, transport-diffusion zone, rocks and soil turbulence zone and sediment-bury zone; (2) The soil micromorphologic taxonomic feature identifying different erosion-landslide zone were found by studying the soil micromorphology of erosive zone in purple hilly region; (3) As for the erosion-landslide formation in the region, besides the external factors, the internal factors were found more important and favorable for landslide formation through the studies on the micormorphologieal features of slide soil.     

Palynological and algal assemblages from the sediments of Okinawa Trough

According to the distribution of spores, pollen and algae in the surface sediments, Okinawa Trough may be divided into three palynological regions: 1)Pinus-Quercus-Pteridium palynological region lying between the two slopes of Okinawa Trough, 2)Pinus-Castanopsis-Quercus palynological region lying north of the trough and 3)Pinus-Quercus-Polypodiaceae palynological region lying south of the trough. Comparing the sporo-pollen assemblages of the column sections with each other, five sporo-pollen zones have been distinguished and their ages determined. Four problems about the palynology of the trough sediments have been discussed. This paper was published in Chinese inOceanologia et Limnologia Sinica 13(5): 440–450, 1982.     

中小学最优避难疏散模型与选址应用

本文以区位-配给模型理论为指导,以路网疏散距离最短、场地服务容纳量最大为目标,构建最优避难疏散模型,以解决中小学避难场地选址问题。本文从保障学生避难疏散场地的安全性和适宜性角度出发,通过建立环境制约因素模型,对地形坡度、断裂带、河流湖泊、易燃易爆站点、高层建筑物倒塌范围和文物古迹保护范围6大因素进行空间叠加分析,计算了实际的避难需求和供给容量。为减少利用直线距离直接作为疏散道路产生的误差,本文通过对不受影响的路网信息进行网络分析,计算最短疏散道路,以获取实际的路网距离。本文将该方法应用于北京市西城区中小学避难场地选址的优化方案,有效地解决了中小学避难场地选址问题。     

四川红原日干乔泥炭剖面中的孢粉记录及古植被演化

通过对四川红原日干乔泥炭剖面的孢粉研究,建立了4个孢粉组合带。自13.6ka以来,日干乔地区古气候经历了以下演化阶段:13.688～11.093ka以温湿气候为主,11.093～8.512ka气候较为干旱,2.74～5.39ka,8.512～5ka气候转暖,温和湿润,5ka至今,该地区气候环境最好,温暖湿润。孢粉组合特征显示该区在此阶段总体为温湿的草原环境,孢粉记录反应了红原县日干乔地区第四纪更新世经历了潮湿—干燥—潮湿的气候变化过程。     

晋中地区荞麦品质气候区划的GIS多元分析

 探索荞麦的最佳生产布局,为优质荞麦生产的区域化、规模化提供理论和实践依据。本文分析了荞麦品质指标与气象因子的关系,结合荞麦地理分布,筛选影响各品质指标的主要气象因子,利用主成分分析法构建荞麦综合品质评价模型,并以ArcGIS软件的空间分析功能,对荞麦综合品质进行气候区划及区划评述。结果表明:温度、降水、日照时数等气象因子是影响各品质指标的主要因子。较高的均温和日最高温大于30℃时,对荞麦的生长有不良影响,不利于各品质指标的积累。而8月丰富的降水和生育期充足的光照有利于荞麦品质指标的积累。结合评价模型,利用GIS对荞麦综合品质进行区划,将晋中地区分为3个区,即适宜、次适宜、不适宜荞麦种植区,且各区与实际状况基本符合。利用主成分分析法和GIS进行荞麦品质气候区划是可行的,研究结果为荞麦的优质生产提供参考。     

北京对外交通枢纽乘客OD时空分布特征

对外交通枢纽对城市内部的客流交通有重大影响,研究其乘客在市内的OD分布对优化设计地面接驳线路、沿线站点等有重要意义。本文基于北京出租车GPS数据,选取具有代表性的3类对外交通枢纽（机场、火车站、汽车客运站）,采用标准差椭圆分析、核密度估计以及分时点统计等方法,研究了北京对外交通枢纽乘客OD时空分布特征。结果表明：（1）机场、火车站客流量远大于汽车客运站,其中首都国际机场与北京西站的对外出行客流量最大,南苑机场和北京北站的对外出行客流量较少;（2）机场乘客主要分布在四环以里大部分地区以及五环以里部分地区,时间上主要分布在除凌晨1-4时的各个时间段;火车站乘客主要分布在四环以里区域,时间上主要分布在6-21时;汽车客运站乘客主要分布在各客运站周边区域,时间上主要集中在6-17时;（3）北京南站与北京西站、北京站间的客流联系较多,可考虑开通北京南站与二者间的地面接驳专线。此外,抵离首都国际机场、南苑机场的乘客主要分布区域与新开通的机场往返市区的巴士线路站点较为一致,说明采用出租车数据进行乘客OD分析可为决策部门进行相关交通规划提供依据。     

2000～2010年北京市地表覆盖变化分析

利用地表覆盖产品GlobeLand30数据,对2000～2010年北京市行政区划范围内的地表覆盖变化原因进行综合分析.研究发现:①北京市地表覆盖变化呈地带性变化,具有圈层结构特点及显著的区域差异性;②北京市地表覆盖变化较大,其中,人造地表显著增加,森林亦呈增加态势,而耕地、草地及水体面积则大幅度减少;③引起地表覆盖变化的因素主要包括经济因素和政府政策、人口因素及地形因素等.     

Application of principal component analysis to evaluation of black soil degradation in Jilin

Principal Component Analysis(PCA) can simplify the structure of database by replacing multi-dimensional parameters with relatively less comprehensive variables in order to ensure the minimum lost in initial data.In this paper,eighteen black soil samples from different sites were tested and thirteen distinctive indexes were chosen to evaluate the degeneration of black soil.By using principal component analysis,variables of thirteen dimensions can be diminished to six unrelated principal indexes.Analysis show...     

Spatial differentiation of tourism impact based on the perception of residents in mountainous valley resorts

Valley economy is a type of economy that comprehensively utilizes the natural economic and social resources of the region based on environmental protection. This economy utilizes the basic role of the market in disposing resources and achieving regional development and social progress. In this paper we studied the town of Yanqi, a valley resort that has developed tourism-based valley economy for several years in the mountainous area of Beijing. This research identifies the spatial differentiation of tourism-related economic, socio-cultural, and environmental impact and level of support for tourism according to the perception and attitude of residents of Yanqi. The research area was divided into three zones （i.e., core, transition, and peripheral） according to the standard proposed by Jaakson. The residents in all three zones showed a positive attitude toward the tourism industry, and the residents in the core zone had a stronger perception toward the impact of tourism. However, several items indicated the converse. Correlation analysis and analysis of variance were used to explore the correlative factors associated with the attitudes of residents toward the tourism industry. Results indicated major differences among the three zones. Multiple factors, including natural conditions, policies, scenic spots, dependence on the tourism industry, and external investment in the three zones resulted in the spatial differentiationof the perception and attitude of residents toward the impact of tourism.     

Spheres of urban influence and factors in Beijing-Tianjin-Hebei Metropolitan Region based on viewpoint of administrative division adjustment

The coordinated development of Beijing, Tianjin and Hebei has been elevated as China’s important strategy. And, the priority in considering how to bring the maximum effect of their coordinated development into play is to delineate the spheres of urban influence with regard to the cities in the Beijing-Tianjin-Hebei Metropolitan Region. By building an evaluation index system of urban comprehensive strength, this paper applies the principal component analysis method to determine centrality strength of the cities, and the breakpoint theory and weighted Voronoi diagram to identify the spheres of urban influence in all central cities of the region. Results show that 13 central cities within the region greatly differ in strength, which can be classified into four tiers and that the spheres of urban influence do not have a high goodness of fit with administrative jurisdiction scope. Cities like Beijing, Tianjin, Shijiazhuang and Handan have larger spheres of urban, spheres of urban influence in Tangshan and Qinhuangdao are basically consistent with their administrative jurisdiction scopes, and seven cities including Langfang and Baoding have smaller spheres of urban influence. So according to these cities’ comprehensive strength and spheres of influence, the region can be divided into five plates: Beijing, Tianjin, Shijiazhuang, Tangshan and Handan. The major influence factors for inconsistency between spheres of urban influence and spheres of jurisdiction include difference in urban administrative ranking, small number of central cities with weak strength, discrepancy in the number of counties under jurisdiction, unreasonable spheres of jurisdiction and diversity in topographical conditions. In order to solve the imbalance in the spheres of urban influence and those of jurisdiction and better facilitate the coordinated development of the region, it is advised to adjust administrative areas so as to obtain more optimized urban spatial layout and more reasonable urban scale hierarchy system.     

北京典型区地面沉降演化特征与成因分析

北京从20世纪50、60年代发现地面沉降以来,其一直呈快速发展的态势。在过去的几十年里,北京市地面沉降的范围和速度逐年增加。本文以北京市典型地面沉降区为研究区,选择永久散射体合成孔径雷达干涉测量技术所获取的2004-2010年间北京地面沉降信息作为主要数据源,补充水准测量数据（1955-2010年）,从空间分布和时序变化2个角度,分析北京市平原典型区地面沉降演化特征。结合地下水动态监测网数据、土地利用数据,采用GIS空间分析,研究各因素和地面沉降之间的时空响应关系。结果表明,北京地区地面沉降严重区域面积不断扩大,且局部不均匀程度逐渐增加。在研究期内,地下水水位变化在时间和空间上与地面沉降有较高的一致性,地下水超量开采是影响北京地区地面沉降的最主要因素,而城市发展过程中的工程活动也是影响地面沉降时空分布特征的因素之一。研究结果可为北京市地面沉降防控提供一定的科学依据。     

Spatiotemporal Variation of Riverine Nutrients in a Typical Hilly Watershed in Southeast China Using Multivariate Statistics Tools

The water quality of lakes can be degraded by excessive riverine nutrients.Riverine water quality generally varies depending on region and season because of the spatiotemporal variations in natural factors and anthropogenic activities.Monthly water quality measurements of eight water quality variables were analyzed for two years at 16 sites of the Tianmuhu watershed.The variables were examined using hierarchical cluster analysis(HCA) and factor analysis/principal component analysis(FA/PCA) to reveal the spatiotemporal variations in riverine nutrients and to identify their potential sources.HCA revealed three geographical groups and three periods.Two drainages comprising towns and large villages were the most polluted, six drainages comprising widely distributed tea plantations and orchards were moderately polluted, and eight drainages without the factors were the least polluted.The river was most polluted in June when the first heavy rain(daily rainfall 50 mm) occurs after fertilization and the number of rainy days is most(monthly number of rainy days 20 days).Moderate pollution was observed from October to May, during which morethan 60% of the total nitrogen fertilizer and all of the phosphorus fertilizer are applied to the cropland, the total manure is applied to tea plantations and orchards, and a monthly rainfall ranging from 0 mm to 164 mm occurs.The remaining months were characterized by frequent raining(i.e., number of rainy days per month ranged from 5 to 24) and little use of fertilizers, and were thus least polluted.FA/PCA identified that the greatest pollution sources were the runoff from tea plantations and orchards,domestic pollution and the surface runoff from towns and villages, and rural sewage, which had extremely high contributions of riverine nitrogen, phosphorus,and chemical oxygen demand, respectively.The tea plantations and orchards promoted by the agricultural comprehensive development(ACD) were not environmentally friendly.Riverine nitrogen is a major water pollution parameter in hilly watersheds affected by ACD, and this parameter would not be reduced unless its loss load through the runoff from tea plantations and orchards is effectively controlled.