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Assessing Biomass Expansion Factor of Birch Tree <i>Betula utilis</i>D. DON 被引量:1
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作者 Khurshid Alam Syed Moazzam Nizami 《Open Journal of Forestry》 2014年第3期181-190,共10页
Biomass is the component of living organism and mostly obtained from plants, animals, insects and the residue of all the mentioned organisms. Biomass is the key source of energy present in the form of organic matter. ... Biomass is the component of living organism and mostly obtained from plants, animals, insects and the residue of all the mentioned organisms. Biomass is the key source of energy present in the form of organic matter. The study aimed to find out biomass and its variation in each component of Betula utilis D. Don (Birch Tree) with varying diameter at Kalam forest division Swat, Khyber Pakhtunkhwa (KPK) province, Pakistan. The biomass of different components was determined by non-destructive methods. Overall, 30 trees were selected from different diameter classes viz a viz up to 10, 11 - 20 and greater than 20 cm. Ten trees were selected from each class. The diameter of stem and large branches and their length were measured in the field. Later, the volumes of stem and branches were calculated and converted into biomass. The study revealed that stem contributes 42.65% biomass followed by large and sub branches as 39.22% and 13.54% respectively. Leaves contribute 4.59% only. The above tree biomass contribution by different components was arranged as stem was greater than large branches;these were greater than sub branches and the lowest was in leaves. The total above ground biomass of single tree was 20.59, 58.041 and 197.214 kg·tree-1 respectively for diameter up to 10, 11 - 20 and greater than 20 cm. The averaged biomass in all diameter classes was 91.95 ± 93.064 kg·tree-1. The total biomass of single tree of diameter class up to 10, 11 - 20 and greater than 20 cm was 24.71, 69.649 and 236 kg respectively. The below ground biomass of single tree of diameter class up to 10, 11 - 20 and greater than 20 cm was 4.11 ± 1.24 kg, 11.61 ± 3.56 kg and 39.44 ± 8.9 kg respectively. The biomass expansion factor was 1.34, 1.47, and 1.5 t·m-3 respectively for diameter classes up to 10 cm, 11 - 20 cm and greater than 20 cm respectively. The mean biomass expansion factor for all diameter classes was 1.44 t·m-3. 展开更多
关键词 BIOMASS Allocation BIOMASS Expansion factor BIRCH tree
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Which climatic factors limit radial growth of Qilian juniper at the upper treeline on the northeastern Tibetan Plateau? 被引量:9
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作者 ZHANG Hui SHAO Xuemei ZHANG Yong 《Journal of Geographical Sciences》 SCIE CSCD 2015年第10期1173-1182,共10页
There are differing views regarding the climatic factors that limit radial growth of Qilian juniper (Juniperus przewalskii Kom.) at the upper treelines on the northeastern Tibetan Plateau. In this study, trees from ... There are differing views regarding the climatic factors that limit radial growth of Qilian juniper (Juniperus przewalskii Kom.) at the upper treelines on the northeastern Tibetan Plateau. In this study, trees from an upper tree northeastern Tibetan Plateau were selected to limits the radial growth of Qilian juniper. Using ine site in the Anyemaqen Mountains of the present new evidence that low temperature a signal-free regional curve standardization (SF-RCS) method, a ring-width chronology for Qilian juniper was developed extending from AD 1082 to 2010. The results of correlation analysis between tree-ring index and instrumental climatic variables showed that both winter (December in the previous year and January in the current year) and summer (July and August in the current year) temperatures were signifi- cantly and positively correlated with the tree-ring index. Precipitation in June was also significantly and positively correlated with the tree-ring index, but was not as important as low temperature in controlling tree growth. To test the key limiting climatic factor for tree radial growth at different altitudes, an indicator termed the "relative distance to upper treeline" (RDUT) was developed to quantify the representativeness of collected samples for the forest's upper treeline. The RDUT showed that the upper 20% of the forest belt may be an important boundary in terms of capturing the temperature signal from tree-ring width at the upper treelines on the northeastern Tibetan Plateau. Our findings enhance the existing understanding that temperature is the limiting factor at upper treelines on the northeastern Tibetan Plateau, and will be useful in the reconstruction of past temperature in future studies. 展开更多
关键词 Qilian juniper climatic limiting factor upper treeline Tibetan Plateau tree-ring width
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Factors Affecting Tree Husbandry and Woodlots Establishment in Kilimanjaro Region, Tanzania
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作者 Revocatus Petro Francis Laswai +2 位作者 Mohammed Mijai Geofrey Nyaradani Chelestino Balama 《Open Journal of Soil Science》 2015年第8期169-180,共12页
The study on assessment of factors affecting tree husbandry and woodlots establishment was carried out between September and November 2014 in all seven districts of Kilimanjaro region, namely Hai, Siha Rombo, Mwanga, ... The study on assessment of factors affecting tree husbandry and woodlots establishment was carried out between September and November 2014 in all seven districts of Kilimanjaro region, namely Hai, Siha Rombo, Mwanga, Same, Moshi Rural and Moshi Municipal Council (MMC). A purposive sampling design was employed whereby two wards per district were selected for the study. Household questionnaire survey was used in data collection. Results show that, factors affecting tree husbandry and woodlots establishment in Kilimanjaro region are gender, livelihood activities, access and ownership/land tenure, cultural factors, legal issues and by-laws insisting people to plant trees. About 32.4%, 32.4% and 30% of all respondents own land with size of 1.0 acre and below, 1.1 - 2.0 and 2.1 - 5.0 acres respectively. Respondents from Hai (55.3%), Same (26.3%), Rombo (11%) and MMC (8%) agreed that cultural issues affect tree husbandry. About 1%, 23%, 30% and 40.8% of respondents in Siha, Same, Hai and Rombo districts respectively agreed that some of by-laws insist people to plant trees on their environments. None of the respondents from any district reported labour availability to be one of the factors affecting tree husbandry. Other factors reported to affect tree husbandry in Kilimanjaro region were capacity building in tree planting and tending, insect pests, diseases and climate change. Formulation of by-laws which insist on tree planting and limit land degradation is recommended at village level. Every piece of land should be planned and used sustainably including area for tree planting. Custom and norms which inhibit women to plant trees should be prohibited through capacity building. 展开更多
关键词 SOCIO-CULTURAL factors tree HUSBANDRY WOODLOTS KILIMANJARO Tanzania
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Analysis of Short-Shoot Fuji Apple Tree Structure and Correlative Factors
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作者 Jie HAO Xiangmin SUO +4 位作者 Xueying LI Liang WEI Xinmin YAN Xian’ge WANG Jianzhong FENG 《Asian Agricultural Research》 2017年第6期86-88,共3页
In order to clarify the correlation between short-shoot Fuji apple tree structure and different factors under different trimming and pruning modes,we investigate the trunk taperingness of free-spindle short-shoot Fuji... In order to clarify the correlation between short-shoot Fuji apple tree structure and different factors under different trimming and pruning modes,we investigate the trunk taperingness of free-spindle short-shoot Fuji and slender-spindle short-shoot Fuji,respectively,as well as the total thickness,average thickness,total length and average length of small main branches in the standard demonstration apple garden in Xingtang County of Hebei Province. By SPSS analysis,we study the correlation between trunk taperingness of trees with different shapes and the growth indices of their small main branches. The results show that the trunk taperingness of free-spindle short-shoot Fuji apple is negatively correlated with the total thickness,average thickness,total length and average length of small main branches,but the correlation is not significant; the trunk taperingness of slender-spindle short-shoot Fuji apple is negatively correlated with the total thickness but positively correlated with other factors,and the correlation with average length reaches a significant level. The results of this study can provide a scientific basis for guiding the high-density dwarf rootstock short-shoot Fuji apple tree trimming technology. 展开更多
关键词 Short-shoot Fuji tree structure Analysis of correlative factors
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老年下肢动脉硬化闭塞症病人术后衰弱的影响因素及预测模型的构建
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作者 叶璐娟 刘珍英 王翠丽 《全科护理》 2026年第2期224-229,共6页
目的:分析老年下肢动脉硬化闭塞症(LEASO)病人术后衰弱的影响因素,并构建相关决策树模型。方法:回顾性选取2022年1月—2024年12月医院收治的260例老年LEASO病人的临床资料,根据病人术后是否发生衰弱分为衰弱组(n=67)和对照组(n=193)。采... 目的:分析老年下肢动脉硬化闭塞症(LEASO)病人术后衰弱的影响因素,并构建相关决策树模型。方法:回顾性选取2022年1月—2024年12月医院收治的260例老年LEASO病人的临床资料,根据病人术后是否发生衰弱分为衰弱组(n=67)和对照组(n=193)。采用Logistic回归分析老年LEASO病人术后衰弱的影响因素,并构建相关决策树预测模型。结果:260例老年LEASO病人中,共67例术后发生衰弱,发生率为25.77%。Logistic回归分析结果显示,年龄≥70岁[OR=4.184,95%CI(2.003,8.740)]、独居[OR=3.155,95%CI(1.609,6.190)]、手术时长>90 min[OR=2.212,95%CI(1.148,4.261)]、术前血红蛋白<110 g/L[OR=2.257,95%CI(1.126,4.525)]、术前白蛋白<35 g/L[OR=4.382,95%CI(2.164,8.875)]是老年LEASO病人术后衰弱的危险因素(P<0.05);根据危险因素构建的决策树模型共3层,13个节点,7个终端节点,模型选择术前白蛋白、年龄、居住情况、术前血红蛋白、手术时长共5个指标为节点,其中术前白蛋白水平是老年LEASO病人术后衰弱最重要的因素;模型验证结果显示,曲线下面积(AUC)为0.803[95%CI(0.740,0.861)]。结论:年龄≥70岁、术前血红蛋白<110 g/L、独居、手术时长>90 min、术前白蛋白<35 g/L是老年LEASO病人术后衰弱的危险因素,以此构建的决策树模型具有良好的预测效能。 展开更多
关键词 老年 下肢动脉硬化闭塞症 衰弱 危险因素 决策树 预测模型
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基于GeoShapley算法的长春市城郊土壤砷含量局部主控因子探究
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作者 邹心颖 闫庆武 +2 位作者 吴子豪 祝元丽 陈奕云 《中国环境科学》 北大核心 2026年第1期289-300,共12页
基于长春市城郊200个土壤砷样本,结合极限梯度提升树与GeoShapley算法,探究砷与环境因子间的异质性、非线性关系,并识别影响土壤砷含量的局部主控因子及来源.结果表明:(1)极限提升树模型优于地理加权回归和多尺度地理加权回归模型,其拟... 基于长春市城郊200个土壤砷样本,结合极限梯度提升树与GeoShapley算法,探究砷与环境因子间的异质性、非线性关系,并识别影响土壤砷含量的局部主控因子及来源.结果表明:(1)极限提升树模型优于地理加权回归和多尺度地理加权回归模型,其拟合和预测R^(2)分别为0.958和0.729;(2)GeoShapley的结果显示,锰含量的平均贡献率居首位,是影响土壤砷最显著的特征变量,而空间位置的特征重要性排名第二,证实了考虑空间坐标的必要性;(3)结合影响因子的Geoshapley空间分布图集发现,锰含量、碱解氮和硫含量是99%样本点砷含量的首要影响特征,表明母质和农业生产是砷的主要来源;(4)非线性关系图显示砷含量与各环境变量之间均存在阈值效应,特别是当锰含量高于2g/kg、碱解氮高于175mg/kg、硫含量低于20mg/kg时,砷含量达到峰值,在污染防控时应予以特别关注.本文证实了Geoshapley算法的优越性和考虑空间位置因素的必要性. 展开更多
关键词 土壤砷含量 城郊地区 GeoShapley 极限提升树 局部影响因子
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树轮生理模型研究进展——以V-S,TREE-RING和MAIDENiso模型为例 被引量:5
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作者 贺敏慧 杨保 《第四纪研究》 CAS CSCD 北大核心 2015年第5期1261-1270,共10页
树轮生理模型能够揭示树木生长与外界环境关系的内在机制.模型允许不同时期有不同的生长限制因子,避免了树木生长对气候响应的敏感性随时间变化等问题.应用模型的一个显著优点即是能够分析树木生长与气候因子的非线性关系,定量区分不同... 树轮生理模型能够揭示树木生长与外界环境关系的内在机制.模型允许不同时期有不同的生长限制因子,避免了树木生长对气候响应的敏感性随时间变化等问题.应用模型的一个显著优点即是能够分析树木生长与气候因子的非线性关系,定量区分不同环境因子对树木生长的贡献权重,为树轮气候学和树轮生态学研究提供生理基础.本文以V-S模型、TREE-RING模型和MAIDENiso模型为例,详细评述了模型的形成背景、运行机制、应用和各自的优缺点.比较而言,V-S模型的物理过程简单,对实测数据的要求在一般的树轮研究样点就可得到满足,应用范围广泛,目前已被成功用于分析不同气候区树木生长与外界环境因子关系的研究中.结合在青藏高原东北部的实测数据,分析发现祁连圆柏生长主要受当地水分条件的限制,验证了此前基于统计结果的可靠性.TREE-RING和MAIDENiso模型的物理过程更为完善,能够分析工业革命以来大气CO_(2)浓度增加对树木生长的影响,但对实测数据要求较高,如对日降水中δ18O值的需求,应用范围受限.整体而言,树轮生理模型已取得了长足的发展,不断深化了人们对树木生长与气候因子关系的理解.模型的进一步优化与改进有待于对全球变化背景下树木生理生态交互过程及非气候因子影响的深入研究. 展开更多
关键词 树轮序列 机理研究 模型应用 气候因子 CO_(2)浓度变化
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基于FP-tree增长算法的影响愤怒郁怒人群睡眠质量的强关联因素挖掘
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作者 张玲 郝志 +2 位作者 魏盛 孙鹏 乔明琦 《世界科学技术-中医药现代化》 2015年第8期1595-1601,共7页
目的:基于频繁模式树(Frequent Pattern-tree,FP-tree)增长算法挖掘影响愤怒郁怒人群睡眠质量的强关联因素。方法:设计了构造FP-tree的算法和挖掘频繁项集的算法,采用FP-Tree增长算法,通过状态树记录扫描的数据库信息,通过减少项目集的... 目的:基于频繁模式树(Frequent Pattern-tree,FP-tree)增长算法挖掘影响愤怒郁怒人群睡眠质量的强关联因素。方法:设计了构造FP-tree的算法和挖掘频繁项集的算法,采用FP-Tree增长算法,通过状态树记录扫描的数据库信息,通过减少项目集的搜索空间,一次扫描数据库生成满足最小支持度要求的频繁项目集,实现了情志病证数据库对愤怒郁怒人群影响睡眠质量各种强关联因素的挖掘。结果:影响愤怒郁怒人群睡眠质量最频繁的关联因素是呼吸不畅、咳嗽或鼾声高、感觉冷、感觉热或做噩梦,程序分析总的时间是2 s。结论:基于FP-tree的频繁项集挖掘算法能有效实现对情志病证数据库海量数据中有用信息的针对性挖掘。 展开更多
关键词 频繁项集 FP-tree 关联因素 愤怒/郁怒 数据挖掘
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基于分层修正因子的配网线路复杂环境电场建模研究
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作者 夏俊杰 胡南南 +5 位作者 赵梓钧 朱珠 温立师 符靖凡 张会歌 杨家全 《电力科学与工程》 2026年第1期1-11,共11页
在配网线路带电作业过程中,电场分布的精确预测对安全规划至关重要,在现有方法中,经验法和解析法应用场景有限、仿真法计算速度慢、机器学习法难以物理解释。基于此,结合物理经验公式与机器学习方法,提出了一种分层混合电场建模框架,并... 在配网线路带电作业过程中,电场分布的精确预测对安全规划至关重要,在现有方法中,经验法和解析法应用场景有限、仿真法计算速度慢、机器学习法难以物理解释。基于此,结合物理经验公式与机器学习方法,提出了一种分层混合电场建模框架,并对配网线路边导线一侧区域的电场特性进行了建模与验证。首先基于电磁理论与数值分析构建了三相长直导线电场E_(0)的基准经验公式;然后分层引入环境修正因子k_(m),并通过有限元孪生仿真数据对其进行量化;最后使用梯度提升树模型学习k_(m)的非线性关系,将E_(0)与k_(m)相乘得到预测电场。结果表明,模型在仿真数据上的各修正因子的R^(2)均高于0.99,综合电场预测的均方根误差为228 V/m,整体R^(2)达到0.989;模型在现场实测验证中的平均相对误差为14.5%,剔除单个离群点后降至12.8%。研究表明,该模型能在具备物理解释的同时实现高精度、高效率的预测,且具备可拓展性。 展开更多
关键词 配网线路 带电作业 电场预测 分层修正因子 梯度提升树
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小儿热性惊厥发展为癫痫的危险因素及预测模型的构建
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作者 程云 夏明农 +1 位作者 张帆 李凤 《天津医药》 2026年第1期52-57,共6页
目的基于Logistic回归和决策树模型分析小儿热性惊厥发展为癫痫的危险因素并构建预测模型。方法选取210例首次发生热性惊厥的患儿,并进行半年随访(是否发生癫痫),最终完成随访者196例,36例(18.37%)热性惊厥患儿出现癫痫。根据患儿是否... 目的基于Logistic回归和决策树模型分析小儿热性惊厥发展为癫痫的危险因素并构建预测模型。方法选取210例首次发生热性惊厥的患儿,并进行半年随访(是否发生癫痫),最终完成随访者196例,36例(18.37%)热性惊厥患儿出现癫痫。根据患儿是否出现癫痫分为癫痫组(36例)和非癫痫组(160例)。所有患儿在热性惊厥发作后72 h内完成首次脑电图检查,并于3个月后复查。收集患儿的临床资料,包括性别、发病年龄、出生体质量、母亲生育时年龄、分娩方式、贫血情况、首次惊厥性质、惊厥发生次数、首次发作状态、首次惊厥距发热时间、惊厥持续时间(取最长值)、癫痫家族病史、脑电图结果。采用多因素Logistic回归分析热性惊厥发展为癫痫的影响因素;运用Modeler软件构建预测热性惊厥患儿发展为癫痫决策树风险预测模型;绘制受试者工作特征(ROC)曲线,比较不同模型的曲线下面积(AUC)。结果与非癫痫组比较,癫痫组首次惊厥为复杂性惊厥、惊厥发生次数≥2次、首次惊厥距发热时间<24 h、惊厥持续时间≥15 min、脑电图异常占比更高(P<0.01)。多因素Logistic回归分析结果显示,复杂性惊厥、惊厥发生次数≥2次、首次惊厥距发热时间<24 h、惊厥持续时间≥15 min、脑电图异常是热性惊厥患儿发展为癫痫的危险因素(P<0.05)。决策树模型筛选出惊厥发生次数、首次惊厥距发热时间、首次惊厥性质、脑电图为热性惊厥患儿发展为癫痫的重要变量,信息增益依次为0.47、0.27、0.14、0.13。多因素Logistic模型的AUC值为0.838(95%CI:0.764~0.911),决策树模型的AUC值为0.849(95%CI:0.780~0.916),两种模型的AUC比较差异无统计学意义。结论基于决策树算法和Logistic回归模型相结合的方法对识别热性惊厥发展为癫痫的危险因素具有一定的预测价值,可为临床提供参考。 展开更多
关键词 惊厥 发热性 癫痫 决策树 LOGISTIC模型 脑电描记术 危险因素
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The role of climate factors in geographic variation in body mass and wing length in a passerine bird 被引量:7
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作者 Yanfeng Sun Mo Li +3 位作者 Gang Song Fumin Lei Dongming Li Yuefeng Wu 《Chinese Birds》 CSCD 2017年第1期3-11,共9页
Background: Geographic variation in body size is assumed to reflect adaptation to local environmental conditions. Although Bergmann's rule is usually sufficient to explain such variation in homeotherms, some excep... Background: Geographic variation in body size is assumed to reflect adaptation to local environmental conditions. Although Bergmann's rule is usually sufficient to explain such variation in homeotherms, some exceptions have been documented. The relationship between altitude, latitude and body size, has been well documented for some vertebrate taxa during the past decades. However, relatively little information is available on the effects of climate variables on body size in birds.Methods: We collected the data of 267 adult Eurasian Tree Sparrow(Passer montanus) specimens sampled at 48 localities in China's mainland, and further investigated the relationships between two response variables, body mass and wing length, as well as a suit of explanatory variables, i.e. altitude, latitude, mean annual temperature(MAT), annual precipitation(PRC), annual sunshine hours(SUN), average annual wind speed(WS), air pressure(AP) and relative humidity(RH).Results: Our study showed that(1) although the sexes did not differ significantly in body mass, males had longer wings than females;(2) body mass and wing length were positively correlated with altitude but not with latitude;(3) body mass and wing length were negatively correlated with AP and RH, but not significantly correlated with WS. Body mass was positively correlated with SUN and inversely correlated with MAT. Wing length was not correlated with MAT in either sex, but was positively correlated with SUN and negatively correlated with PRC in male sparrows;(4) variation in body mass could be best explained by AP and SUN, whereas variation in wing length could be explained by RH and AP in both sexes. In addition, variation in male sparrows can be explained by SUN, WS and PRC but not in females.Conclusions: Two different proxies of body size, body mass and wing length, correlated with same geographic factors and different climate factors. These differences may reflect selection for heat conservation in the case of body mass, and for efficient flight in the case of wing length. 展开更多
关键词 Body mass Wing length ALTITUDE LATITUDE Climate factor Eurasian tree Sparrow
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Fault-tree Models of Accident Scenarios of RoPax Vessels 被引量:4
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作者 Pedro Antao C. Guedes Soares 《International Journal of Automation and computing》 EI 2006年第2期107-116,共10页
Ro-Ro vessels for cargo and passengers (RoPax) are a relatively new concept that has proven to be popular in the Mediterranean region and is becoming more widespread in Northern Europe. Due to its design characteris... Ro-Ro vessels for cargo and passengers (RoPax) are a relatively new concept that has proven to be popular in the Mediterranean region and is becoming more widespread in Northern Europe. Due to its design characteristics and amount of passengers, although less than a regular passenger liner, accidents with RoPax vessels have far reaching consequences both for economical and for human life. The objective of this paper is to identify hazards related to casualties of RoPax vessels. The terminal casualty events chosen are related to accident and incident statistics for this type of vessel. This paper focuses on the identification of the basic events that can lead to an accident and the performance requirements. The hazard identification is carried out as the first step of a Formal Safety Assessment (FSA) and the modelling of the relation between the relevant events is made using Fault Tree Analysis (FTA). The conclusions of this study are recommendations to the later steps of FSA rather than for decision making (Step 5 of FSA). These recommendations will be focused on the possible design shortcomings identified during the analysis by fault trees throughout cut sets. Also the role that human factors have is analysed through a sensitivity analysis where it is shown that their influence is higher for groundings and collisions where an increase of the initial probability leads to the change of almost 90% of the accident occurrence. 展开更多
关键词 Ship accidents fault trees human factors.
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Family tree and population: Distinction and similarity of the analysis on example of hemophilia 被引量:1
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作者 Andrey N. Volobuev Peter I. Romanchuk Vladimir K. Malishev 《Natural Science》 2013年第9期979-986,共8页
On the basis of Hardy-Weinberg law the distinction in the philosophy of the description of a family tree and a population is considered. With the help of introduction of the equivalent constant mutagen factor both in ... On the basis of Hardy-Weinberg law the distinction in the philosophy of the description of a family tree and a population is considered. With the help of introduction of the equivalent constant mutagen factor both in a family tree and in a population, the analysis of hemophilia is led. Influence of selection at presence of hemophilia is considered. On the basis of idea of Danforth and Haldane about the balance mutagenesis and selection at presence of hemophilia, the inter-relation of selection parameter and the equivalent constant mutagen factor is found. It is shown, that dynamics of development of hemophilia in a family tree and in population are similar. 展开更多
关键词 Alleles Equivalent Constant MUTAGEN factor Family tree POPULATION HEMOPHILIA Balance of Selection and MUTAGENESIS
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基于FP-tree的新能源汽车产业国际竞争力影响因素关联挖掘算法
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作者 邱璜 《湖北理工学院学报》 2024年第4期54-57,80,共5页
为充分挖掘新能源汽车产业国际竞争力影响因素、探究价值增长点,提出了基于FP-tree的影响因素关联挖掘算法。通过构建国际竞争力各指标影响因素的关联规则,分析任意事务数据集中的关联数据,利用最小支持度参数minsup按照从上到下的方式... 为充分挖掘新能源汽车产业国际竞争力影响因素、探究价值增长点,提出了基于FP-tree的影响因素关联挖掘算法。通过构建国际竞争力各指标影响因素的关联规则,分析任意事务数据集中的关联数据,利用最小支持度参数minsup按照从上到下的方式搜索,确定最长的频繁项目集,采用FP-tree关联频繁项目集,设定分支关联性挖掘标准,实现了新能源汽车产业国际竞争力影响因素的挖掘。测试结果表明,设计算法的最小支持度和数据关联挖掘时间较短,置信度分析具有较高的稳定性。 展开更多
关键词 FP-tree 新能源汽车产业 国际竞争力 影响因素 关联规则
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基于Extra-Trees算法的大气环境因素对聚酯涂层老化失光影响的研究 被引量:1
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作者 彭敦诚 王开团 +3 位作者 孙学利 安江峰 吴军 张三平 《材料保护》 CAS CSCD 北大核心 2020年第4期84-88,92,共6页
通过在4个试验站进行的自然曝晒试验和涂层的失光率测试,结合曝晒试验站的环境数据,使用ExtraTrees算法研究了环境因素对该聚酯涂层失光率的影响,并用袋外数据进行检验。最终结果的拟合优度为0.973 5,并表明:Extra Trees算法可以应用在... 通过在4个试验站进行的自然曝晒试验和涂层的失光率测试,结合曝晒试验站的环境数据,使用ExtraTrees算法研究了环境因素对该聚酯涂层失光率的影响,并用袋外数据进行检验。最终结果的拟合优度为0.973 5,并表明:Extra Trees算法可以应用在环境因素对涂层老化失光影响的研究上,在一定的数据条件下,其计算结果符合有机涂层的老化过程,且显示水溶性污染物更易对老化失光产生影响;应用该算法研究环境因素对材料性能的影响时,可将试验周期与环境因素一同作为输入参数计算,提升数据量的同时增加数据间的差异性,满足模型的计算要求。 展开更多
关键词 Extra-trees算法 环境因素 聚酯涂层 外观性能
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梵净山优势树种根系土壤细菌群落组成及功能潜势预测
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作者 杨莉琳 侯建伟 +4 位作者 邢存芳 尹波 刘敏 王祖华 田风霞 《西北农林科技大学学报(自然科学版)》 北大核心 2026年第1期120-131,共12页
【目的】探讨梵净山典型优势树种根系土壤细菌群落结构、多样性、生态系统功能及其不同树种间差异的环境驱动因子。【方法】以梵净山世界自然遗产地的丝栗栲、西南米槠、厚皮栲、长柄水青冈、云山青冈和亮叶水青冈6种优势树种为研究对象... 【目的】探讨梵净山典型优势树种根系土壤细菌群落结构、多样性、生态系统功能及其不同树种间差异的环境驱动因子。【方法】以梵净山世界自然遗产地的丝栗栲、西南米槠、厚皮栲、长柄水青冈、云山青冈和亮叶水青冈6种优势树种为研究对象,通过高通量测序技术分析根系土壤细菌群落组成及其在树种间的多样性差异,并应用PICRUSt(phylogenetic investigation of communities by reconstruction of unobserved states)对功能基因进行预测,基于冗余分析或相关性分析揭示土壤细菌群落、功能基因及环境因子(气候因素和土壤化学性质)间的相互关系。【结果】土壤化学性质因树种不同而存在一定差异,梵净山6种优势树种根系土壤碱解氮(AN)、有效磷(AP)和速效钾(AK)含量分别为4.09~12.98,5.64~9.91和29.38~68.33 mg/kg;全氮(TN)、全磷(TP)和全碳(TC)含量分别为1.85~3.41,0.29~0.50和33.01~85.77 g/kg;pH和C/N分别为4.45~4.82和17.19~27.58。高通量测序结果表明,从72份土壤样品中共鉴定出851个属的细菌,分属38个门、99个纲、238个目、394个科。在不同树种间,细菌群落组成存在一定差异,其中酸杆菌门、变形菌门和放线菌门是根系土壤细菌的主要优势门类,三者相对丰度之和的均值为88.27%。多样性分析表明,虽然不同树种根系土壤中的细菌群落在丰富度和多样性上表现出很高的相似性,但也存在一定差异,其中厚皮栲根系土壤的Chao1指数最高,为5284.8;亮叶水青冈的Shannon指数最高,为9.1;而长柄水青冈的Chao1指数和Shannon指数均为最低,分别为4469.8和8.5。PICRUSt功能预测表明,不同树种根系土壤细菌主要参与5类一级代谢通路及其下属的33个子功能代谢通路,其中厚皮栲和长柄水青冈的KEGG功能基因相对丰度明显高于其他树种。冗余分析显示,海拔(Alt)和土壤AN含量是驱动土壤细菌群落结构变化的关键影响因素。相关性分析表明,细菌多样性指数与年平均温度(MAT)、年均大气湿度(AAH)呈显著负相关,而与土壤全碳(TC)呈显著正相关;KEGG功能基因相对丰度与环境因子的相关性较弱,而与细菌门水平的相对丰度存在较强相关性。【结论】梵净山6种优势树种根系土壤的化学性质、细菌群落组成、多样性及KEGG功能基因相对丰度存在一定差异。Alt和土壤AN含量是不同树种根系土壤细菌群落结构产生差异的关键环境驱动因子,而KEGG功能基因相对丰度主要与细菌群落结构变化相关。 展开更多
关键词 优势树种 土壤细菌 群落组成 功能潜势 驱动因子 梵净山
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A Fast LDL-factorization Approach for Large Sparse Positive Definite System and Its Application to One-to-one Marketing Optimization Computation
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作者 Min Wu Bei He Jin-Hua She 《International Journal of Automation and computing》 EI 2007年第1期88-94,共7页
LDL-factorization is an efficient way of solving Ax = b for a large symmetric positive definite sparse matrix A. This paper presents a new method that further improves the efficiency of LDL-factorization. It is based ... LDL-factorization is an efficient way of solving Ax = b for a large symmetric positive definite sparse matrix A. This paper presents a new method that further improves the efficiency of LDL-factorization. It is based on the theory of elimination trees for the factorization factor. It breaks the computations involved in LDL-factorization down into two stages: 1) the pattern of nonzero entries of the factor is predicted, and 2) the numerical values of the nonzero entries of the factor are computed. The factor is stored using the form of an elimination tree so as to reduce memory usage and avoid unnecessary numerical operations. The calculation results for some typical numerical examples demonstrate that this method provides a significantly higher calculation efficiency for the one-to-one marketing optimization algorithm. 展开更多
关键词 Sparse matrix factorization elimination tree structure prediction one-to-one marketing optimization.
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老年COPD病人并发吞咽障碍风险预测模型的构建 被引量:2
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作者 陈艺萍 丁美祝 +2 位作者 邵洒云 周逊 何文芳 《护理研究》 北大核心 2025年第2期204-210,共7页
目的:分析老年慢性阻塞性肺疾病(COPD)病人并发吞咽障碍的影响因素,分别构建Logistic回归模型和决策树风险预测模型。方法:选取2021年7月—2023年7月在我院住院治疗的250例老年COPD病人为研究对象,采用病人信息调查表进行调查,采用Logis... 目的:分析老年慢性阻塞性肺疾病(COPD)病人并发吞咽障碍的影响因素,分别构建Logistic回归模型和决策树风险预测模型。方法:选取2021年7月—2023年7月在我院住院治疗的250例老年COPD病人为研究对象,采用病人信息调查表进行调查,采用Logistic回归分析筛选老年COPD病人并发吞咽障碍的影响因素,构建老年COPD病人并发吞咽障碍的Logistic回归模型及决策树模型,并分析其对老年COPD病人并发吞咽障碍的预测效能。结果:250例老年COPD病人中有120例发生吞咽障碍,吞咽障碍发生率为48%。Logistic回归分析结果显示,牙齿缺失≥6颗及存在营养不良、认知障碍、口腔衰弱、中重度COPD为老年COPD病人并发吞咽障碍的危险因素(P<0.05)。构建的决策树模型合计6层、17个节点,选择牙齿缺失情况、营养状态、认知障碍、口腔衰弱以及COPD严重程度5个解释变量,其中营养状态为老年COPD病人并发吞咽障碍最重要的影响因素。老年COPD病人并发吞咽障碍的Logistic回归模型受试者工作特征曲线下面积(AUC)为0.682[95%CI(0.620,0.739)],决策树模型AUC为0.747[95%CI(0.689,0.800)],2种模型的Delong检验结果显示Z=3.118,P=0.001。结论:老年COPD病人吞咽障碍发生率较高,牙齿缺失≥6颗及存在营养不良、认知障碍、口腔衰弱、中重度COPD为老年COPD病人并发吞咽障碍的危险因素,构建的决策树模型预测效能高于国Logistic回归模型,可为老年COPD病人预防吞咽障碍的发生及制定针对性的预防性护理干预措施提供参考。 展开更多
关键词 老年人 慢性阻塞性肺疾病(COPD) 吞咽障碍 影响因素 决策树模型 预防性护理
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Intra-annual stem diameter growth of Tamarix ramosissima and association with hydroclimatic factors in the lower reaches of China's Heihe River 被引量:12
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作者 ShengChun XIAO HongLang XIAO +1 位作者 XiaoMei PENG QuanYan TIAN 《Journal of Arid Land》 SCIE CSCD 2014年第4期498-510,共13页
High-resolution observations of cambial phenology and intra-annual growth dynamics are useful approaches for understanding the response of tree growth to climate and environmental change. During the past two decades, ... High-resolution observations of cambial phenology and intra-annual growth dynamics are useful approaches for understanding the response of tree growth to climate and environmental change. During the past two decades, rapid socioeconomic development has increased the demand for water resources in the oases of the middle reaches of the Heihe River in northwestern China, and the lower reaches of the Heihe River have changed from a perennial river to an ephemeral stream with a decreased and degraded riparian zone. Tamarisk(Tamarix ramosissima) is the dominant shrub species of the desert riparian forest. In this study, the daily and seasonal patterns of tamarisk stem diameter growth, including the main period of tree ring formation, were examined. Observations concerning the driving forces of growth changes, along with implications for the ecology of the dendrohydrological area and management of desert riparian forests in similar arid regions, are also presented. The diurnal-seasonal activity of stem diameter and the dynamics of growth ring formation were studied using a point dendrometer and micro-coring methods during the 2012 growing season in shrub tamarisk in a desert riparian forest stand in the lower reaches of the Heihe River in Ejin Banner, Inner Mongolia of northwestern China. Generally, the variation in diurnal diameter of tamarisk was characterized by an unstable multi-peak pattern, with the cumulative stem diameter growth over the growing season following an S-shaped curve. The period from late May to early August was the main period of stem diameter growth and growth-ring formation. Among all of the hydroclimatic factors considered in this study, only groundwater depth was significantly correlated with stem diameter increment during this period. Therefore, for the dendrochronological study, the annual rings of the tamarisk can be used to reconstruct processes that determine the regional water regime, such as river runoff and fluctuations in groundwater depth. For the management of desert riparian forests, suitable groundwater depths must be maintained in the spring and summer to sustain tree health and a suitable stand structure. 展开更多
关键词 Tamarix ramosissima stem diameter growth tree ring formation hydroclimatic factors diurnal-seasonal scale Heihe River
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基于决策树算法构建急性心肌梗死患者PCI术后血运重建的风险预测方案 被引量:2
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作者 翟夏 康启 +4 位作者 赵学飞 李敏杰 陈敏娜 董欢乐 董静 《国际医药卫生导报》 2025年第3期370-376,共7页
目的运用决策树算法构建急性心肌梗死(AMI)患者经皮冠状动脉介入治疗(PCI)术后血运重建的风险预测模型。方法回顾性分析2021年1月至2023年1月在陕西中医药大学第二附属医院行PCI术的203例AMI患者临床资料,根据术后1年内有无再次血运重... 目的运用决策树算法构建急性心肌梗死(AMI)患者经皮冠状动脉介入治疗(PCI)术后血运重建的风险预测模型。方法回顾性分析2021年1月至2023年1月在陕西中医药大学第二附属医院行PCI术的203例AMI患者临床资料,根据术后1年内有无再次血运重建分为血运重建组(60例)和非血运重建组(143例)。血运重建组男41例,女19例,年龄(62.75±10.32)岁。非血运重建组男94例,女49例,年龄(61.47±10.07)岁。采用多因素logistic回归分析法探讨AMI患者PCI术后再次血运重建的影响因素。按照7∶3比例将203例患者随机分为训练集(142例)和测试集(61例),基于训练集数据构建决策树模型,基于测试集数据验证决策树模型的预测效能。采用χ^(2)检验、t检验进行统计分析。结果血运重建组的糖尿病、PCI术前低密度脂蛋白胆固醇(LDL-C)≥3.4 mmol/L、尿酸>420μmol/L、超敏C反应蛋白(hs-CRP)>10 mg/L及病变支数≥2支、支架数量≥3个、PCI术后残余SYNTAX评分(rSS)>5分患者占比均高于非血运重建组[23.33%(14/60)比11.19%(16/143)、36.67%(22/60)比20.98%(30/143)、38.33%(23/60)比20.98%(30/143)、33.33%(20/60)比17.48%(25/143)、70.00%(42/60)比53.85%(77/143)、61.67%(37/60)比45.45%(65/143)、38.33%(23/60)比21.68%(31/143)],差异均有统计学意义(均P<0.05)。多因素logistic回归分析结果显示,糖尿病、PCI术前LDL-C≥3.4 mmol/L、尿酸>420μmol/L、hs-CRP>10 mg/L及病变支数≥2支、PCI术后rSS>5分均为AMI患者PCI术后再次血运重建的危险因素(均P<0.05)。基于142例训练集数据建立AMI患者PCI术后再次血运重建的决策树风险预测模型,筛选出PCI术前尿酸、hs-CRP、LDL-C水平及PCI术后rSS、糖尿病、病变支数6个解释变量,提取7条分类规则,其中PCI术前尿酸水平为该模型的首要影响因素。基于61例测试集数据对决策树模型进行验证,结果显示该模型预测AMI患者PCI术后再次血运重建的灵敏度为88.89%,特异度为83.72%,准确度为85.25%。结论AMI患者PCI术后再次血运重建的决策树风险模型包含6个变量,分别为PCI术前尿酸、hs-CRP、LDL-C水平及PCI术后rSS、糖尿病、病变支数,PCI术前尿酸水平为该模型的首要影响因素。 展开更多
关键词 急性心肌梗死 经皮冠状动脉介入治疗 血运重建 影响因素 决策树模型
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