广州市休闲旅游资源空间分布及其可达性特征

基于休闲旅游资源POI数据,采用最邻近指数、核密度及栅格分析等方法,探讨广州市不同类型休闲旅游资源的空间特征及其可达性空间格局,并解析可达性空间格局的形成机制。结果表明：1）广州市休闲旅游资源总体上呈现“中心城区密集、边缘区稀疏”的分布特征,随着与市中心距离的增加,空间集聚度不断下降。2）不同类型休闲旅游资源空间分布特征差异明显,文化类集聚程度最高,康娱类呈单核集聚,自然类呈板块式集聚,专项类最接近随机分布。3）广州市休闲旅游资源可达性空间格局的交通指向性明显,呈现以中心城区为核心,沿交通干线向外渐降,至从化区北部达到最低的特点。4）不同类型休闲旅游资源的可达性空间格局存在差异,整体可达性最高的是康娱类,可达性最低的是专项类。5）广州市休闲旅游资源可达性格局在“资源-交通-人口-行政”体系综合作用下逐渐形成的。     

机器学习在地震学中的应用进展

理解并预测多尺度、高维度和非线性的地震学现象是一个极具挑战性的科学任务.与日俱增的海量观测数据降低了信息收集和信息解读之间的耦合程度,增加了信息解读的抽象性和不确定性.然而,伴随大数据一同来临的还有人工智能计算机技术——机器学习.机器学习突出的隐式关系提取和复杂任务处理能力推动着研究学者们不断将机器学习的应用推向更广阔的领域.本文介绍了地震学中常用的机器学习算法及其应用范围,讨论了人工智能与地震数据相结合的发展方向.     

三维激光扫描技术在采动区房屋变形监测中的应用

基于三维激光扫描技术,提出应用房屋特征点提取采动区房屋移动变形的方法,并通过误差分析理论,评价三维激光扫描直接获取数据与间接计算数据的精度,结果显示其精度能满足房屋移动变形监测要求。应用三维激光扫描数据,分析采动区房屋移动变形规律,对村庄房屋下开采的安全开采具有指导意义。     

A 150-year reconstructed summer Asian�CPacific Oscillation index and its association with precipitation over eastern China

Reconstructing the long-term series of the East Asian summer monsoon (EASM) indices may help understand long-term variability of EASM and its associations with precipitation. In this study, the summer middle?Cupper tropospheric temperature over the Asian?CNorth Pacific sector is reconstructed from sea level pressure during the past 150?years, and then an atmospheric thermal contrast between Asia and the North Pacific, called the Asian?CPacific Oscillation (APO) index, is calculated from the reconstructed temperature. The results show that the APO phenomenon may occur in the reconstructed temperature fields, and its index has a significant positive/negative correlation with SST over the extratropical North Pacific/the tropical central?Ceastern Pacific in the past 150?years. The reconstructed summer APO index shows inter-decadal variability, with a positive phase in the 1870?C1890s, the 1920s, and the 1940?C1970s, indicating a stronger thermal contrast between Asia and the North Pacific, and with a negative phase in the 1860s, the 1900?C1910s, and the 1980?C1990s, indicating a weaker thermal contrast. Corresponding to a higher APO index in earlier decades of the twentieth century, there are more rainfall to the south of the Yangtze River and over North China and less rainfall over the Huaihe River valley. In the recent decades, however, more- and less-rain belts shifted southwards when the APO index is higher. During 1850?C1900, the reconstructed APO index also showed a significant positive correlation with precipitation in some regions of North China.     

Dynamics of photosynthetic photon flux density (PPFD) and estimates in coastal northern California

Plants require solar radiation for photosynthesis and their growth is directly related to the amount received, assuming that other environmental parameters are not limiting. Therefore, precise estimation of photosynthetically active radiation (PAR) is necessary to enhance overall accuracies of plant growth models. This study aimed to explore the PAR radiant flux in the San Francisco Bay Area of northern California. During the growing season (March through August) for 2?years 2007?C2008, the on-site magnitudes of photosynthetic photon flux densities (PPFD) were investigated and then processed at both the hourly and daily time scales. Combined with global solar radiation (R _S) and simulated extraterrestrial solar radiation, five PAR-related values were developed, i.e., flux density-based PAR (PPFD), energy-based PAR (PARE), from-flux-to-energy conversion efficiency (fFEC), and the fraction of PAR energy in the global solar radiation (fE), and a new developed indicator??lost PARE percentages (LPR)??when solar radiation penetrates from the extraterrestrial system to the ground. These PAR-related values indicated significant diurnal variation, high values occurring at midday, with the low values occurring in the morning and afternoon hours. During the entire experimental season, the overall mean hourly value of fFEC was found to be 2.17???mol?J^?1, while the respective fE value was 0.49. The monthly averages of hourly fFEC and fE at the solar noon time ranged from 2.15 in March to 2.39???mol?J^?1 in August and from 0.47 in March to 0.52 in July, respectively. However, the monthly average daily values were relatively constant, and they exhibited a weak seasonal variation, ranging from 2.02?mol?MJ^?1 and 0.45 (March) to 2.19?mol?MJ^?1 and 0.48 (June). The mean daily values of fFEC and fE at the solar noon were 2.16?mol?MJ^?1 and 0.47 across the entire growing season, respectively. Both PPFD and the ever first reported LPR showed strong diurnal patterns. However, they had opposite trends. PPFD was high around noon, resulting in low values of LPR during the same time period. Both were found to be highly correlated with global solar radiation R _S, solar elevation angle h, and the clearness index K _t. Using the best subset selection of variables, two parametric models were developed for estimating PPFD and LPR, which can easily be applied in radiometric sites, by recording only global solar radiation measurements. These two models were found to be involved with the most commonly measured global solar radiation (R _S) and two large-scale geometric parameters, i.e., extraterrestrial solar radiation and solar elevation. The models were therefore insensitive to local weather conditions such as temperature. In particular, with two test data sets collected in USA and Greece, it was verified that the models could be extended across different geographical areas, where they performed well. Therefore, these two hourly based models can be used to provide precise PAR-related values, such as those required for developing precise vegetation growth models.     

The Influence of Large-Scale Circulation on the Summer Hydrological Cycle in the Haihe River Basin of China

In this study, we focus on changes in three important components of the hydrological-cycle in the Haihe River basin (HRB) during 1957-2005: precipitation (Prep), actual evaportranspiration (ETa), and pan evaporation (PE)-a measure of potential evaporation. The changes in these components have been evaluated in relation to changes in the East Asian summer monsoon. Summer Prep for the whole basin has decreased significantly during 1957-2005. Recent weakening of the convergence of the integrated water vapor flux, in combination with a change from cyclonic-like large-scale circulation conditions to anti-cyclonic-like conditions, led to the decrease in the summer Prep in the HRB. ETa is positively correlated with Prep on the interannual timescale. On longer timescales, however, ETa is less dependent on Prep or the large-scale circulation. We found negative trends in ETa when the ERA40 reanalysis data were used, but positive trends in ETa when the NCEP/NCAR reanalysis data were used. PE declined during the period 1957-2001. The declining of PE could be explained by a combination of declining solar radiation and declining surface wind. However, the declining solar radiation may itself be related to the weakening winds, due to weaker dispersion of pollution. If so, the downward trend of PE may be mainly caused by weakening winds.     

The Influence of Large-Scale Circulation on the SummerHydrological Cycle in the Haihe River Basin of China

In this study,we focus on changes in three important components of the hydrological-cycle in the Haihe River basin (HRB) during 1957-2005:precipitation (Prep),actual evaportranspiration (ETa),and pan evaporation (PE)- a measure of potential evaporation.The changes in these components have been evaluated in relation to changes in the East Asian summer monsoon.Summer Prep for the whole basin has decreased significantly during 1957-2005.Recent weakening of the convergence of the integrated water vapor flux,in combination with a change from cyclonic-like large-scale circulation conditions to anti-cyclonic-like conditions,led to the decrease in the summer Prep in the HRB.ETa is positively correlated with Prep on the interannual timescalc.On longer timescales,however,ETa is less dependent on Prep or the large-scale circulation.We found negative trends in ETa when the ERA40 reanalysis data were used,but positive trends in ETa when the NCEP/NCAR reanalysis data were used.PE declined during the period 1957 2001.The declining of PE could be explained by a combination of declining solar radiation and declining surface wind.Howevcr,the declining solar radiation may itself be related to the weakening winds,due to weaker dispersion of pollution.If so,the downward trend of PE may be mainly caused by weakening winds.     

江苏及周缘地区地震精定位与构造意义分析

采用双差定位方法,对江苏地震台网记录到的江苏及邻区地震事件(1990-2009年)重新定位,共获取1020个定位结果,震中平均误差为:南北向0.42 km,东西向0.43 km,垂直向0.53 km.精定位后约94%的地震事件震源深度分布在5-20 km范围内,平均震源深度为12.3 km.震源深度自东向西,从海域向陆...     

Soil Microbial Abundances and Enzyme Activities in Different Rhizospheres in an Integrated Vertical Flow Constructed Wetland

Rhizosphere microorganism is an important bio‐component for wastewater treatment in constructed wetlands (CWs). Microbial abundance and enzyme activities in the rhizospheres of nine plant species were investigated in an integrated vertical‐flow CW. The abundance of denitrifiers, as well as urease, acid, and alkaline phosphatase activities were positively correlated to plant root biomass. The abundance of bacteria, fungi, actinomycetes, ammonifiers, denitrifiers, and phosphorus decomposers, related to nutrient removal efficiencies in CWs, greatly varied among rhizospheres of different plant species (p < 0.05). Significant differences in rhizosphere enzyme activity among plant species were also observed (p < 0.05), with the exception of catalase activity. The principal component analysis using the data of microbial abundance and enzyme activity showed that Miscanthus floridulus, Acorus calamus, and Reineckia carnea were candidates to be used in CWs to effectively remove nitrogen and phosphorus from wastewater.     

近50年我国冰雹年代际变化及北方冰雹趋势的成因分析

利用1958-2007年中国755个站的逐日冰雹资料和同期NCEP/NCAR再分析资料及环流特征量,研究了中国近50年冰雹时空变化特征。研究表明,20世纪70年代末、80年代初我国冰雹呈下降趋势,尤其是80年代末以来降雹次数基本低于近50年的平均值,其中我国北方冰雹下降趋势比南方显著,除黄淮、江淮、长江中下游和华南地区外,全国大部分地区冰雹下降趋势都通过了0.05的显著性水平检验,尤其是东北、华北、西北和青藏高原中东部地区。分析表明,20世纪70年代末大尺度环流系统的一系列调整是我国北方冰雹减少的主要原因,200 hPa高空西风急流南移,导致我国北方纬向风场减弱,风速垂直切变减小,对流减弱;850 hPa高度场升高不利于极地冷空气南下和对流系统的建立;同时副高增强,极涡减弱使大气层结稳定,冷空气活动减弱。伴随着大尺度环流的调整,局地垂直温度场结构的变化是影响降雹次数的一个重要原因,局地0℃线和-20℃线之间过冷却水滴累积区距离缩短,不利于雹粒充分地碰并增长,这对东北、华北和西北西部降雹出现显著减少具有十分重要的作用。