基于随机森林模型的中国PM2.5浓度影响因素分析

选取气溶胶光学厚度、海拔、年降水量、年均气温、年均风速、人口密度、GDP密度和NDVI作为影响因子,基于随机森林模型、特征重要性排序和偏依赖图技术,研究中国PM_2.5浓度空间分布的影响因素及其区域差异.结果表明:①与多元回归、广义可加模型和BP神经网络相比,随机森林模型估算的PM_2.5浓度精度最高,可用于PM_2.5污染的影响因素研究.②PM_2.5浓度随气溶胶光学厚度、人口密度和GDP密度的增加呈先上升后平稳的趋势,随降水、风速和NDVI的增加呈先下降后平稳的趋势,随海拔和气温的增加呈下降→上升→下降的趋势.③气溶胶光学厚度对PM_2.5浓度空间分布的影响最大,可解释37.96%的PM_2.5浓度空间分异;年降水量对PM_2.5浓度空间分布的影响最小,解释率仅为5.75%.④影响因子与PM_2.5浓度的关系存在空间异质性,同一影响因子对不同地理分区的PM_2.5浓度的影响程度有所不同.气溶胶光学厚度对华...     

Changes in forest biomass carbon stock in the Pearl River Delta between 1989 and 2003

Forest ecosystems play a significant role in maintaining climate stability at the regional and global scales as an important carbon sink.Regional forest carbon storage and its dynamic changes in the Pearl River Delta have been estimated using the continuous biomass expansion factor(BEF)method based on field measurements of forests plots in different age classes and forest inventory data of three periods(1989–1993,1994–1998,1999–2003).The results show that regional carbon storage increased by 16.76%,from 48....     

Effects of spatial autocorrelation and sampling design on estimates of protected area effectiveness

Estimating the effectiveness of protected areas (PAs) in reducing deforestation is useful to support decisions on whether to invest in better management of areas already protected or to create new ones. Statistical matching is commonly used to assess this effectiveness, but spatial autocorrelation and regional differences in protection effectiveness are frequently overlooked. Using Colombia as a case study, we employed statistical matching to account for confounding factors in park location and accounted for for spatial autocorrelation to determine statistical significance. We compared the performance of different matching procedures—ways of generating matching pairs at different scales—in estimating PA effectiveness. Differences in matching procedures affected covariate similarity between matched pairs (balance) and estimates of PA effectiveness in reducing deforestation. Independent matching yielded the greatest balance. On average 95% of variables in each region were balanced with independent matching, whereas 33% of variables were balanced when using the method that performed worst. The best estimates suggested that average deforestation inside protected areas in Colombia was 40% lower than in matched sites. Protection significantly reduced deforestation, but PA effectiveness differed among regions. Protected areas in Caribe were the most effective, whereas those in Orinoco and Pacific were least effective. Our results demonstrate that accounting for spatial autocorrelation and using independent matching for each subset of data is needed to infer the effectiveness of protection in reducing deforestation. Not accounting for spatial autocorrelation can distort the assessment of protection effectiveness, increasing type I and II errors and inflating effect size. Our method allowed improved estimates of protection effectiveness across scales and under different conditions and can be applied to other regions to effectively assess PA performance.     

Efficacy of extracting indices from large‐scale acoustic recordings to monitor biodiversity

Passive acoustic monitoring could be a powerful way to assess biodiversity across large spatial and temporal scales. However, extracting meaningful information from recordings can be prohibitively time consuming. Acoustic indices (i.e., a mathematical summary of acoustic energy) offer a relatively rapid method for processing acoustic data and are increasingly used to characterize biological communities. We examined the relationship between acoustic indices and the diversity and abundance of biological sounds in recordings. We reviewed the acoustic‐index literature and found that over 60 indices have been applied to a range of objectives with varying success. We used 36 of the most indicative indices to develop a predictive model of the diversity of animal sounds in recordings. Acoustic data were collected at 43 sites in temperate terrestrial and tropical marine habitats across the continental United States. For terrestrial recordings, random‐forest models with a suite of acoustic indices as covariates predicted Shannon diversity, richness, and total number of biological sounds with high accuracy (R² ≥ 0.94, mean squared error [MSE] ≤170.2). Among the indices assessed, roughness, acoustic activity, and acoustic richness contributed most to the predictive ability of models. Performance of index models was negatively affected by insect, weather, and anthropogenic sounds. For marine recordings, random‐forest models poorly predicted Shannon diversity, richness, and total number of biological sounds (R² ≤ 0.40, MSE ≥ 195). Our results suggest that using a combination of relevant acoustic indices in a flexible model can accurately predict the diversity of biological sounds in temperate terrestrial acoustic recordings. Thus, acoustic approaches could be an important contribution to biodiversity monitoring in some habitats.     

盾构铁路隧道坡度对火灾烟气蔓延的影响研究*

为研究坡度隧道内列车阻滞后的火灾烟气蔓延行为，利用火灾动力学模拟软件（FDS）建立盾构铁路隧道火灾模型和CRH6高速列车阻滞模型，隧道坡度分别为0%、1.0%、1.5%、2.0%、2.5%、3.0%、3.5%和4.0%，通过分析隧道内烟气、温度、能见度等特征参数的变化规律，研究坡度隧道内高温烟气的受力情况，探讨坡度变化对火灾烟气蔓延的作用机理。结果表明，坡度隧道内发生火灾，随着烟气的蔓延，隧道内形成沿坡度方向的烟囱效应力，使得烟气在火源两侧呈不对称分布。火源下游区域的高温烟气在火风压和烟囱效应的协同作用下蔓延速度比上游更快，下游烟气层分界中性面与隧道轴线平行，上游烟气层分界中性面呈现水平状态。有坡度的铁路隧道内发生火灾，建议向火源下游方向施加纵向机械通风，人员向火源的上游方向疏散逃生更安全。     

新时期加强高校消防安全责任制落实的对策研究——以华中地区部分高校为例

为了深入探究当前高校消防安全责任制落实情况,本文通过文献梳理、问卷调查等研究方法,对华中地区20所高校进行问卷调查,调查显示当前高校消防安全责任制落实方面存在消防安全责任制管理机制不健全、二级单位责任制落实缺乏主动性和有效性、责任制落实缺乏量化考核机制以及宣传有效性不够等问题,并有针对性地就如何加强高校消防安全责任制落实提出对策及建议。     

The evolution of flame length for the oil tank fire with different top cover widths and lip heights

This study presents a quantitative analysis and interpretation of the variation in oil tank fire flame lengths for different oil tank sizes, top cover widths, and horizontal air flow velocities. The experimental results show that, at first, the flame length rises slowly with an increase in air flow speed. Then, once over a critical speed (0.6 m/s), the flame length decreases significantly with a further increase in air flow speed. Based on the characteristic length, a new dimensionless heat release rate is obtained, allowing the correlation between flame length, air flow speed, and dimensionless heat release rate to be calculated, which can be used to predict the flame length of an oil tank fire under different air flow speeds, lip heights, and cover widths.     

凹型建筑外立面火灾烟气蔓延特性研究

为了研究凹型建筑外立面火灾烟气蔓延特性，对高层建筑凹槽内火灾烟气“三场”数值模拟。研究表明:结构因子α（进深与槽宽之比）的变化导致凹型建筑结构内呈现不同的火灾烟气蔓延规律；当α为0~0.4时，建筑凹槽内的火灾烟气无烟囱效应；当α为0.6~1.2时，建筑凹槽内的火灾烟气呈现一定的烟囱效应，其火灾烟气温度场、CO浓度场、扩散速度场变化显著；当α>1.2的，建筑凹槽内的火灾烟气烟囱效应显著。     

Role of the Forest Entomofauna in Successional Processes

Participation of the entomofauna in the succession of forest biogeocenoses is analyzed. In stable ecosystems, insects serve as a mechanism providing for long-term ecological stability. In unstable ecosystems, their activities are essentially negative and cause ecosystem degradation.__________Translated from Ekologiya, No. 3, 2005, pp. 227–230.Original Russian Text Copyright © 2005 by Yanovskii.