基于损伤检测的腐蚀疲劳寿命预测概率模型

建立了飞机结构腐蚀疲劳寿命预测的4阶段概率模型,结合腐蚀疲劳损伤检测结果,通过检测的灵敏度和准确度2个随机变量来描述检测技术的可靠性;建立了检测后的修正腐蚀疲劳寿命预测概率模型,通过对比分析修正前后的腐蚀疲劳寿命分布,得出腐蚀损伤尺寸的检测结果。对腐蚀疲劳寿命的评估影响很大,并且检测技术越可靠,寿命评估越准确。     

LY12CZ铝合金腐蚀损伤的概率分布及其变化规律

采用铜加速乙酸盐雾试验方法对LY12CZ铝合金腐蚀行为进行了研究。结果表明：腐蚀深度服从Gumbel分布、正态分布、威布尔分布和对数正态4种分布。选用正态分布描述了LY12CZ铝合金在盐雾环境下的腐蚀损伤的分布特性,并得出了不同置信度和可靠度下腐蚀深度随时间变化的规律。     

新疆强对流暴雨的气候特征和概率分布模式研究

应用1980—2001年的6h降水量资料和雨量时程方程，首次给出了新疆地区强对流暴雨的划分标准；分析了强对流暴雨的气候特征、大气环流背景、影响系统、变化趋势和概率分布模式；发现，20世纪90年代强对流暴雨次数有明显的增加，Poisson分布拟合强对流暴雨频率分布尚好，还计算了各地每年(雨季)强对流暴雨发生n次以上的概率。     

深水平台施工过程自然风险定量评估

在分析现有风险理论的基础上,结合海洋施工实际,提出了一种对海洋施工自然风险进行定量评估的模型。根据目标系统各风险事件与影响因素之间存在高度非线性复杂映射的特点,提出了利用BP神经网络拟合方法,对主要风险事件发生概率进行量化的模型。针对传统的梯度下降优化算法收敛速度慢的特点,采用可避免计算Hesse矩阵的Levenberg-Marquardt算法来训练神经网络。这一模型可以模拟专家评价,并准确地按照专家的评定法则进行估算,具有一定的通用性。     

经济发达地区土地利用结构变化预测 --以江苏省江阴市为例

结构决定功能，把握土地利用结构变化的趋势，调整社会经济发展的策略。优化土地利用结构是土地可持续利用的关键。以经济发达地区江苏省江阴市为例，运用马尔柯夫链的理论与方法，构建土地利用结构转移的概率矩阵，预测江阴市2005年和2010年的土地利用结构，并分析其变化特征，以此来研究经济发达地区近期内可能的土地利用结构变化规律。模拟结果表明，经济发达地区土地利用结构变化存在着非农化趋势加快．农地数量减少加速的现象，如果为保证耕地的数量平衡，则可能导致农地内部结构极其不合理。根据研究结果，提出适当释放农地，促进经济发展；运用经济杆杠，提高非农用地利用效率；重视耕地质量，改善生态环境的政策建议。     

电子产品野外环境下温循加速载荷谱编制方法

目的 将电子产品在野外环境下日变化波动与季节差异明显的温度载荷编制成温循载荷谱和转换为加速载荷谱。方法 通过四点雨流计数法提取原谱中的载荷循环信息,对提取的循环信息进行分布拟合、相关性检验等统计分析,进而构建循环均值与范围值的联合概率密度函数,再运用概率密度法,编制出8×8二维环境载荷谱。在二维载荷谱基础上,编制出温循载荷谱,使用针对电子部件参数修正的加速方程转化为加速载荷谱。结果 利用野外作业现场1个作业周期内的气温纪录,提供了一套编制温循载荷谱和转换加速载荷谱的合理化流程和解决方案。结论 该制谱方法可以利用原始环境谱中绝大部分有效信息,较好地还原电子部件野外作业阶段经历的温度变化过程,为电子产品的加速寿命试验和使用寿命预测奠定基础。     

2017—2019年中国337个城市及重点区域臭氧污染状况分析

分析了2017—2019年中国337城市O_3污染特征,结果表明:2017—2019年全国O_3第20～70百分位浓度逐年增幅相对稳定,第80～95百分位浓度逐年上升速率最快,平均每年升高5.5μg/m~3。全国O_3超标以轻度污染为主,主要集中在5—9月,占全年O_3超标天数的85.3%;"2+26"城市、汾渭平原交界、长三角、苏皖鲁豫交界O_3超标天数占全国63.9%,"2+26"城市O_3污染最为严重,平均每城市超标71 d。2017—2019年O_3单因子超标分别损失全国空气质量优良天数比例为4.5个百分点、4.9个百分点和7.4个百分点,2019年9月O_3单因子超标天数比例为18.8个百分点,单月使全年优良天数减少1.2个百分点。天津、河北、山东、北京、河南、山西、江苏的O_3污染相对较重,天津市发生O_3污染的关键温度为26～34℃,风速为2.0～2.5 m/s,相对湿度为40%～80%,降水明显减少和温度偏高是导致2019年O_3浓度升高的重要气象因素。     

A critical appraisal of population viability analysis

Population viability analysis (PVA) is useful in management of imperiled species. Applications range from research design, threat assessment, and development of management frameworks. Given the importance of PVAs, it is essential that they be rigorous and adhere to widely accepted guidelines; however, the quality of published PVAs is rarely assessed. We evaluated the quality of 160 PVAs of 144 species of birds and mammals published in peer-reviewed journals from 1990 to 2017. We hypothesized that PVA quality would be lower with generic programs than with custom-built programs; be higher for those developed for imperiled species; change over time; and be higher for those published in journals with high impact factors (IFs). Each included study was evaluated based on answers to an evaluation framework containing 32 questions reflecting whether and to what extent the PVA study adhered to published PVA guidelines or contained important PVA components. All measures of PVA quality were generally lower for studies based on generic programs. Conservation status of the species did not affect any measure of PVA quality, but PVAs published in high IF journals were of higher quality. Quality generally declined over time, suggesting the quantitative literacy of PVA practitioners has not increased over time or that PVAs developed by unskilled users are being published in peer-reviewed journals. Only 18.1% of studies were of high quality (score >75%), which is troubling because poor-quality PVAs could misinform conservation decisions. We call for increased scrutiny of PVAs by journal editors and reviewers. Our evaluation framework can be used for this purpose. Because poor-quality PVAs continue to be published, we recommend caution while using PVA results in conservation decision making without thoroughly assessing the PVA quality.     

ESTIMATING CENTRAL TENDENCY FROM UNCENSORED TRACE LEVEL MEASUREMENTS1

ABSTRACT: The statistical analysis of data which have trace level measurements has traditionally been a two-step process in which data are first censored using criteria based on measurement precision, and then analyzed with statistical methods for censored data. The process might be more informative if data were left uncensored. In this paper, information loss attributable to censoring and measurement noise are assessed by comparing the sample mean and median of uncensored measurements with a log regression mean and median based on censored data. Measurements are derived from lognormal parent distributions which have random variability characteristic of trace level measurement. The relative performance of estimators used with error-free samples and with samples having measurement noise can be explained by differences between the probability distributions of parents and measurements. Measurement introduces bias and dispersion and transforms lognormal parent distributions toward greater symmetry. Estimates using uncensored data are less biased and more accurate than the log regression mean and median when censoring exceeds about 50 percent, and are not much worse at any fraction censored. For data with many (80 percent) results below the limit of detection, bias may be quite severe.     

新疆沙尔布尔-萨吾尔山地区区域化探岩屑地球化学异常Ⅲ级检查的试验研究

本文介绍了区域岩屑地球化学异常Ⅲ级检查方法，并从单元素异常、多元素组合异常、岩层元素丰度及背景分布理论、元素点异常概率、特殊样品的地球化学特征等方面对区域化探异常进行综合解释评价，取得了较好效果。