改进的GA-BP神经网络在矿井突水水源判别中的应用

矿井突水水源的判别是制定防治水措施的重要环节。通过对某矿含水层水化学特 性的相关性分析,将PCA算法、K折交叉验证算法嵌入GA-BP神经网络,提出了一种新的 GA-BP神经网络,将其应用于实例分析中,并与传统的方法进行比较。结果表明:针对 水化学特性相近的含水层,PCA算法能够排除样本中的冗余信息,降低样本指标维度, 简化BP神经网络结构;K折交叉验证算法能够提高GA算法对BP神经网络权值的寻优质量 ,使GA算法的进化方向更具合理性;二者的引入大大优化了传统GA-BP神经网络性能, 其判别精度更高、适用性更强、结果更可靠,在矿井突水水源判别方面具有很好的应用 前景。     

Comments on “turbulent velocity profile in fully-developed open channel flows”

In a recent paper published in this journal, Bonakdari et al. (Environ Fluid Mech 8:1–17, 2008) presented a new formulation of the vertical velocity profile in the central portion of steady fully developed turbulent open-channel flows which is based on an analysis of the Navier–Stokes equations. The predicted mean streamwise velocity profiles presented by the authors represent dip phenomenon (maximum velocity below the free surface). The discusser would like to point out some contradictions and an error in the main demonstration. This error appears in the right-hand side term of the main Eq. 22 (Environ Fluid Mech 8:1–17, 2008) in the parameter α. Our corrected demonstration shows that α is equal to and not to as obtained by the authors (Environ Fluid Mech 8:1–17, 2008). The values of α used by the authors are under-estimated by 1, this difference has a significant effect on velocities and therefore will involve a difference between measured and predicted velocity profiles. Finally, the assumption of at the free surface is in contradiction with predicted velocity profiles.     

基于STPA法的空中加油软管甩鞭安全性分析

为定量评价空中加油软管甩鞭(HWP)现象的安全性,使用系统理论过程分析(STPA)法查找出相关系统级危险、不安全控制行为和致因因素共计46条,确定与之对应的44项安全对接约束条件;依据空中加油飞行试验数据,定义可量化的安全检查点,依据安全检查点将安全约束条件分为17类,确定各检查点的安全区间和权重;根据飞行数据确定HW...     

考虑驾驶方式的车辆与航空器交叉冲突评估*

为量化不同驾驶方式下车辆与航空器行驶风险,提出车辆与航空器交叉运行冲突评估模型,该模型将特种车辆驾驶方式分为激进、稳定、保守3类,综合驾驶特性和管制规则定义车辆速度演化规律,结合运行场景、间隔配备等要素确定冲突条件,并基于航空器与车辆实时速度、位置变化构造冲突评估模型。研究结果表明:冲突评估模型能够计算车辆与航空器在十型交叉口的冲突概率;激进方式下车辆先于航空器通过交叉口,风险概率均值相对最大,为0.679;保守方式下航空器先于车辆通过交叉口,最大间隔是安全间隔的4.7倍;稳定驾驶方式可兼顾安全和效率。本文模型能再现十型道口车辆与航空器交叉运行冲突产生、发展及解脱过程,计算结果可用于场面实时冲突识别和预警,能够为机场危险源识别和风险管控提供依据。     

On the relationship between intragroup conflict and social capital in teams: A longitudinal investigation in Taiwan

In response to the prevalent deployment of teams in organizations, there is a need to jointly consider conflict and social capital within the teams to offer novel ways to understand group process. This study proposes that the association between intragroup conflict and group social capital may be dynamic and reciprocal. Specifically, this study investigates longitudinally how intragroup conflict influences group social capital within cross‐functional teams and recognizes whether the teams with high group social capital can further produce intragroup conflict. The two‐year longitudinal study sampled 527 individuals in 90 teams across two time periods. This study finds that when teams are formed (Time 1), task conflict relates positively to structural social capital, and relationship conflict relates negatively to cognitive social capital. There is an inverted U‐type relationship between task conflict at Time 1 and social capital at Time 2. Established teams (Time 2) with higher levels of social capital experience higher levels of task conflict and lower levels of relationship conflict than teams with lower levels of social capital. Copyright © 2016 John Wiley & Sons, Ltd.     

A functional perspective on the analysis of land use and land cover data in ecology

Assessments of large-scale changes in habitat are a priority for management and conservation. Traditional approaches use land use and land cover data (LULC) that focus mostly on “structural” properties of landscapes, rather than “functional” properties related to specific ecological processes. Here, we contend that designing functional analyses of LULC can provide important and complementary information to traditional, structural analyses. We substantiate this perspective with an example of functional changes in habitat due to industrial anthropogenic footprints in Alberta’s boreal forest, where there has been little overall forest loss (~ 6% structural change), but high levels of functional change (up to 93% functional change) for species’ habitat, biodiversity, and wildfire ignition. We discuss the methods needed to achieve functional LULC analyses, when they are most appropriate to add to structural assessments, and conclude by providing recommendations for analyses of LULC in a future of increasingly high-resolution, dynamic remote sensing data.Electronic supplementary materialThe online version of this article (10.1007/s13280-020-01434-5) contains supplementary material, which is available to authorized users.     

干片采样法在海滩大气氯离子监测中的饱和现象浅析

目的探索干片采样法在海滩大气氯离子监测中的应用。方法针对海南海滩大气氯离子监测过程中出现的饱和现象,分析其形成的原因和影响因素,提出制定监测方案的应对措施,以及测试结果的表征方法。结果 A地区的1号、2号采样点和万宁站海洋平台采样时间为7天、19天的氯离子监测存在饱和现象,3号采样点3个采样周期的监测都没有出现饱和现象。结论海滩大气环境中,海浪高度与空气中氯离子的沉降速率有较强的关联性。缩短采样时间,增加采样次数,适当增加平行样数量和监测点的数量,可降低饱和现象监测结果的影响。A地区海滩氯离子的沉降速率为7.61 mg/(100 cm~2·d),万宁站海滨的氯离子的沉降速率可确定为大于5.99 mg/(100 cm~2.d)。     

Cognition Research on Global Climate Change

Researchers are looking for an effective solution to mitigate climate change along with the growth of global average temperature and the frequent occurrence of extreme climate disasters. However, after the ratification of Kyoto Protocol, which is the international agreement dedicated to solve the problem, climate change is getting more serious in the recent decade. It is considered that the ultimate reason is not from the limitation of current technology or policy instrument but from the cognition part, which is the basis guiding people to comprehend problems and search for solutions. Until now, the research on the climate change issue is consistently based on a deficient assumption that climate change is a kind of “the tragedy of the commons.” This phenomenon could be considered as the “Pluto phenomenon” and directly cause the inefficiency of current solution. Therefore, the cognition's reconstruction is vital to guide researchers and relevant stakeholders to search for an efficient approach to mitigate climate change.     

闽江流域地表水环境监测断面优化布设

利用2010年监测数据和GIS技术,对闽江流域地表水水质监测断面的布设现状和存在问题进行分析,提出监测断面分级控制原则,运用水质分段法对闽江流域地表水环境监测断面的优化设置进行研究。研究结果表明：闽江流域共设置168个监测断面,其中省控断面77个、市控断面39个、县控断面52个,并根据断面级别确定了相应的监测项目和频率。     

氨氮在饮用水生物滤池内的去除机制

为探讨饮用水生物滤池对NH4+-N的去除机制,测定生物滤池进出水中NH4+-N、NO2--N、NO3--N、高锰酸盐指数、总磷、单质氮(N2)、温度和溶解氧(dissolved oxygen,DO)等指标,并采集生物滤池不同层高(0、10、20、40、60 cm)活性炭生物填料,应用分子生物学技术,对样品中的细菌种群进行研究.结果表明,根据进水NH4+-N浓度分为3个阶段,第一、二和三阶段都发生了"氮亏损"现象(出水无机氮之和小于进水无机氮之和),氮亏损的量(出水无机氮之和与进水无机氮之和的差值)分别为0.94、0.32和0.15 mg.L-1.氮亏损的量与进水中NH4+-N浓度有很好的正相关性,但与进水中高锰酸盐指数浓度没有线性关系.第一阶段水中N2的平均浓度随着生物滤池填料层高呈上升趋势,进水中N2平均浓度是14.04 mg.L-1,出水N2平均浓度为14.67 mg.L-1.测序结果显示活性炭上生物膜中氨氧化细菌(ammonia-oxidizing bacteria,AOB)全部归为3个常见属:Nitrosococcus、Nitrosomonas和Nitrosospira.当生物滤池进水NH4+-N浓度较高时,生物滤池中发生的"氮亏损"现象是由AOB的作用.