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Evaluation of Pesticide Effects on Honeybee Health and Colony Collapse:Findings from a Beekeeper Survey in the Beni Mellal-Khenifra Region,Morocco
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作者 Amina Brhich Tarik Hachimi +5 位作者 Hicham Chatoui Malika Ait Sidi Brahim Rachid Hnini Redouane Chatoui Hasna Merzouki Mohamed Merzouki 《Journal of Environmental & Earth Sciences》 2025年第2期89-100,共12页
Since it first appeared in 2022,the phenomenon referred to as Colony Collapse Disorder(CCD)has affected several regions of Morocco to varying degrees.In order to assess the possible impact of pesticides on the appeara... Since it first appeared in 2022,the phenomenon referred to as Colony Collapse Disorder(CCD)has affected several regions of Morocco to varying degrees.In order to assess the possible impact of pesticides on the appearance of this syndrome,we conducted a study aimed at evaluating the impact of pesticide use on the emergence of this syndrome through a year-long survey involving 160 beekeepers in the Beni Mellal–Khenifra Region(BKR)who also experienced an unprecedented desertion of hives during the same period.The majority of surveyed beekeepers practice mixed(45%)or migratory beekeeping(42%)and provide supplementary feeding(83.75%)to support their bees.Nearly 37.5%of the hives are located near crops treated with pesticides,exposing the bees to these chemicals.The results showed that the majority of beekeepers reported a cessation of queen laying(74.38%),high mortality rates among worker bees(81.25%),drones(65.63%),and queens(61.88%).Abnormal behaviors such as immobility with trembling(42.50%),reduced flights(47.50%),and disoriented navigation(28.75%)were also observed.Correlation analyses indicate that proximity to treated crops significantly increases the risk of queen laying cessation(Odds Ratio 6.0)and a reduction in waggle dances(Odds Ratio 2.41).Extended foraging flights show a borderline statistical significance(Odds Ratio 2.33),suggesting a disruption of natural food sources.These results highlight the potential impact of pesticides on colony health and bee behavior,pointing out the need to adapt beekeeping practices and implement protective measures against pesticides. 展开更多
关键词 BEEKEEPING HONEYBEES Colony Collapse Disorder Pesticides beni Mellal-Khenifra Morocco
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核空间中的Xie-Beni指标及其性能 被引量:9
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作者 普运伟 金炜东 +1 位作者 朱明 胡来招 《控制与决策》 EI CSCD 北大核心 2007年第7期829-832,835,共5页
针对核空间中模糊聚类算法的有效性评价问题,以核非线性映射为工具,将Xie-Beni指标推广到核Hilbert空间,得到其对应的核化形式,并指出该核化指标与VLL指标的区别和联系.在此基础上,通过比较实验,研究了核化的Xie-Beni指标对高斯核宽度... 针对核空间中模糊聚类算法的有效性评价问题,以核非线性映射为工具,将Xie-Beni指标推广到核Hilbert空间,得到其对应的核化形式,并指出该核化指标与VLL指标的区别和联系.在此基础上,通过比较实验,研究了核化的Xie-Beni指标对高斯核宽度β和模糊指数m的稳定特性.结果表明,核化的Xie-Beni指标较之VLL等其他指标具有更好的性能和可靠性,可优先作为核模糊聚类算法的有效性判据. 展开更多
关键词 核模糊聚类 Xie-beni指标 聚类有效性
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Pressure and Temperature Conditions Recorded by the Beni-Bousera Ultramafic Body and the Overlying Lower-crustal Rocks(Rif,Morocco)
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作者 El Atrassi Fatima Fabrice Brunet +4 位作者 Vincent Bonneau Christian Chopin Mohamed Bouybaouene Gilles Chazot Laurent Jolivet 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期203-204,共2页
The Beni Bousera massif(Rifean belt,northern Morocco)is predominantly composed of spinel lherzolite with subordinate garnet pyroxenite and garnet peridotite layers.It formed an antiformal dome which was overlain by gr... The Beni Bousera massif(Rifean belt,northern Morocco)is predominantly composed of spinel lherzolite with subordinate garnet pyroxenite and garnet peridotite layers.It formed an antiformal dome which was overlain by graphite-sillimanite-garnet gneisses(kinzigites)equilibrated at around 1 GPa and 750℃.Within these kinzigites,kyanite-bearing basic granulites record somewhat higher PT conditions of around 1.6-2.0 GPa and 760-820℃.Garnet clinopyroxenite(either graphite-bearing or graphi- 展开更多
关键词 GARNET EXSOLUTION periodotite pyrox-enite UHP conditions beni Bousera RIF
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Integrative herbal treatments of diabetes in Beni Mellal region of Morocco
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作者 Hanae Naceiri Mrabti Nidal Jaradat +4 位作者 Mohamed Reda Kachmar Abdelaziz Ed-Dra Abdelilah Ouahbi Yahia Cherrah Moulay El Abbes Faouzi 《Journal of Integrative Medicine》 SCIE CAS CSCD 2019年第2期93-99,共7页
Objectives: Diabetes is one of the most life-threatening chronic metabolic disorders and is considered a global health problem due to its prevalence and incidence. In Morocco, several herbal preparations are utilized ... Objectives: Diabetes is one of the most life-threatening chronic metabolic disorders and is considered a global health problem due to its prevalence and incidence. In Morocco, several herbal preparations are utilized to treat this disease. For this reason, the current study aimed to identify and to collect data about the medicinal plants utilized in folk medicine for the treatment of diabetes in the Beni Mellal region of Morocco.Methods: An ethnobotanical survey was carried out among 400 herbalists, competent villagers and traditional healers from the Beni Mellal region through direct interviews using a semistructured questionnaire.Results: Forty-five medicinal plants belonging to 25 families were identified for their use in diabetes treatment. Interview results showed that the most frequently used plants were Olea europaea, Salvia officinalis, Allium sativum and Trigonella foenum-graecum, with a relative frequency of citation values of24.3%, 23.0%, 22.5% and 20.5%, respectively. Moreover, in this study, the Fabaceae family was the most commonly reported plant family, and the leaves and roots were the most commonly used parts, for the treatment of diabetes.Conclusion: The Beni Mellal region of Morocco has an important floristic biodiversity of plants used to treat diabetes in traditional medicinal practice. This result provides a good database for pharmacological screenings in the search for plant-based antidiabetic medications. 展开更多
关键词 INTEGRATIVE MEDICINE MEDICINAL PLANTS DIABETES beni Mellal Morocco QUESTIONNAIRE
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Anthropozoic impact on the floristic biodiversity in the area of Beni Saf(Algeria) 被引量:1
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作者 Sidi Mohammed Merioua Abdelhakim Seladji Noury Benabadji 《Open Journal of Ecology》 2013年第3期254-264,共11页
The degradation of the natural resources in Algeria nowadays remains a major constraint for the agrosilvopastoral development. Indeed, the area of Beni Saf is confronted with many problems such as the anthropozoic pre... The degradation of the natural resources in Algeria nowadays remains a major constraint for the agrosilvopastoral development. Indeed, the area of Beni Saf is confronted with many problems such as the anthropozoic pressure which does not make it possible to keep balance between the exploitation of the natural resources and their regenerations in time and space. Following the example results obtained through a floristic study by the factorial analysis of correspondences (F A C), concerning the identification of anthropozoogenes species such as: Chamaerops humilis, Asphodelus microcarpus, Withania frutescens, Calycotome spinosa, Asparagus albus;furthermore, the calculation of the disturbance index which marks the rate of therophytisation which is about 68%, that one finds it very high. These indices show a disturbance and an imbalance of the plant formation of the zone of study, caused by the high anthropozoogene pressure. Vis-a-vis this threat, it is essential to propose a possibility of intervention for a durable management of these spaces. 展开更多
关键词 BIODIVERSITY Geographical Information System Factorial Analysis of Correspondences Anthropozoic Impact beni Saf(Algeria)
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The Beni Bousera Peridotite(Rif Belt, Morocco): A Subsolidus Evolution Interpretation
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作者 MOURABIT Zahra TABIT Abdelhalim +1 位作者 ALGOUTI Ahmed ALGOUTI Abdellah 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2016年第S1期111-,共1页
The Beni Bousera ultramafic massif is a tectonically emplaced body of upper mantle material that is exposed over 72 km2at the base of the internal zones of the Alpine Rif belt of northern Morocco.The predominant litho... The Beni Bousera ultramafic massif is a tectonically emplaced body of upper mantle material that is exposed over 72 km2at the base of the internal zones of the Alpine Rif belt of northern Morocco.The predominant lithology in 展开更多
关键词 The beni Bousera Peridotite A Subsolidus Evolution Interpretation Morocco Rif Belt
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Hydrogeochemical Characteristics and Assessment of Water Resources in Beni Suef Governorate, Egypt
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作者 Ahmed Melegy Ahmed El-Kammar +1 位作者 Mohamed Mokhtar Yehia Ghadir Miro 《Open Journal of Geology》 2014年第2期44-57,共14页
The main target of this research is to investigate the hydrogeochemical characteristics of surface and groundwater resources in Beni Suef Governorate, Egypt. A combination of major and heavy metals has been used to ch... The main target of this research is to investigate the hydrogeochemical characteristics of surface and groundwater resources in Beni Suef Governorate, Egypt. A combination of major and heavy metals has been used to characterize surface and groundwater in Beni Suef Governorate, Egypt. Twenty water samples were collected from the water resources: River Nile, El-Ibrahimia canal, Bahr Youssef, irrigation and drainage channels and Quaternary aquifer. The collected water samples were analyzed for major and heavy metals. Surface and groundwater in the study area are considered potable for drink and irrigation based on the TDS and major ions concentrations. Regarding the MPL quoted by the WHO [1] and FAO [2], water resources in the study area are polluted by Al, Cd, Fe, Mn, Co and Cu. The highest concentrations of Al, Cd, Fe, Mn, Co and Cu recorded in the study area were 2545, 400, 1415, 2158, 239 and 1080 μg/l, respectively. Both surface and groundwater in Beni Suef suffer from pollution due to the impact of unsupervised anthropogenic activities including: fertilizers and pesticide, waste disposal and industrial waste, seepage from septic tanks, construction of water pipes, wastewater from El-Moheet drainage and evaporation processes during flood irrigation. 展开更多
关键词 beni Suef Surface WATER GROUNDWATER Hydrogeochemical Characteristics HEAVY METALS
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Evaluation of the Microbiological Quality of Different Moroccan Drinking Water in the Beni Mellal Region
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作者 Rachid Hnini Said Ihbour +4 位作者 Lhou Ouhida Hasna Merzouki Ahmed Ait Chaoui Fatiha Chigr Mohamed Najimi 《Journal of Geoscience and Environment Protection》 2019年第5期105-115,共11页
Drinking water is water that does not contain pathogens or chemicals at levels that may be harmful to health. Beni Mellal region, one of the major rich areas in ground and surface water in Morocco (the rivers like Oum... Drinking water is water that does not contain pathogens or chemicals at levels that may be harmful to health. Beni Mellal region, one of the major rich areas in ground and surface water in Morocco (the rivers like Oum Errabia, Darna, ...;Bin el-Ouidane and martyr Ahmed El Hansali dams and sources like Ain Asserdoune, …) is located in the North-Centre of Morocco. The main objective of the present study was to evaluate the microbiological quality of different drinking waters originated from sources, faucets, fountains and wells in the Beni Mellal city and its agricultural surrounding areas. For this, hygienic quality indicator parameters of water quality were determined by assessing the analysis of Total Coliforms Count, Fecal Coliforms Count, streptococcus D and revivable germs while germs such as Anaerobic Sulphite-reducing Bacteria, S. aureus and Salmonella sp, were carried out according to national and international standards. The analysis of the microbiological results found for all the different samples waters investigated in this study revealed that the waters originated from fountains, faucets and sources were proper for main consumption at microbiological point of view while the wells waters were improper for consumption according to norms. Finally, it appears, from the results obtained, that the potential risk of infection of water consumers especially (groundwater) calls for prompt intervention in order to alleviate the potential health impact of water-borne diseases in the community. From this, a proper sanitary survey and implementation of water and sanitation projects in the community is recommended. 展开更多
关键词 Water QUALITY MICROBIOLOGICAL Analysis STANDARDS beni Mellal Morocco
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Climate Change Trend Observations in Morocco: Case Study of Beni Mellal-Khenifra and Darâa-Tafilalt Regions
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作者 Ait Ouhamchich Kamal Karaoui Ismail +6 位作者 Arioua Abdelkrim Kasmi Atika Elhamdouni Driss Elfiraoui Fatima Ezzahra Arioua Zakaria Nazi Fatima Nabih Nadia 《Journal of Geoscience and Environment Protection》 2018年第7期34-50,共17页
Despite the extreme events impact on various climate events frequency and intensity in many developing countries, there has been dearth information on daily climate trends and climatic extremes. This study comes to ch... Despite the extreme events impact on various climate events frequency and intensity in many developing countries, there has been dearth information on daily climate trends and climatic extremes. This study comes to characterize the climate type and its evolution in Morocco, specially the two regions Beni Mellal-Khenifra and Daraa-Tafilalt. RClimdex software has been used to calculate pluvio-thermal and ombro-thermic indices in the studied stations to reveal climate type in the two regions, their evolutions, and the daily extreme temperatures and precipitations. A cartographic representation has been done for the calculated indices and climatic trends in the stations from 1970 to 2016. As results, the temperature trend for hot day’s number shows a significant increase, while the cold night’s numbers, warm sequences, and precipitation are gradually decreases especially at Khouribga and Midelt. These observed modifications influence negatively the annual rainfall total in the year, the consecutive wet days, the maximums rainy days, and the increase of consecutively dry days. As a conclusion, the Martonne aridity and ombro-thermic indices, show that the temperatures and precipitations evolutions do not induce a change in the climate type for the studied regions. 展开更多
关键词 CLIMATE TRENDS PRECIPITATION Temperature RClimdex beni Mellal-Khenifra Daraa-Tafilalt
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基于Xie-Beni指数的选择性聚类集成
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作者 邵超 马进家 《计算机科学》 CSCD 北大核心 2020年第S01期457-460,共4页
选择性聚类集成是选择一部分精度高、差异性大的基聚类结果进行集成,从而得到更为有效的聚类集成结果。然而,聚类结果的准确性难以客观度量。为此,文中提出了一种基于Xie-Beni指数的选择性聚类集成算法,该算法采用Xie-Beni指数来度量基... 选择性聚类集成是选择一部分精度高、差异性大的基聚类结果进行集成,从而得到更为有效的聚类集成结果。然而,聚类结果的准确性难以客观度量。为此,文中提出了一种基于Xie-Beni指数的选择性聚类集成算法,该算法采用Xie-Beni指数来度量基聚类结果的有效性,利用并结合NMI(互信息)选择出精度较高的基聚类结果,从而提升聚类结果的准确性。实验结果证实了该算法的有效性。 展开更多
关键词 选择性聚类集成 聚类有效性指数 Xie-beni NMI
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成都建筑材料工业设计研究院有限公司——GOE BENI SUEF 6×6000TPD项目
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《中国建材资讯》 2018年第5期2-2,1+69-70,共4页
GOE BENI SUEF 6×6000TPD项目是成都建筑材料工业设计研究院有限公司总承包的世界水泥工业史上在同一时间、同一地点、同步建设的最大规模的水泥项目,也是合同工期最短、单项目工作量最大的国际工程总承包项目。
关键词 建筑材料工业 设计研究院 GOE beni SUEF 6 TPD
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基于多级特征提取的BiLSTM短期光伏出力预测 被引量:3
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作者 林文婷 李培强 +1 位作者 荆志宇 钟吴君 《太阳能学报》 EI CAS CSCD 北大核心 2024年第10期284-297,共14页
传统光伏预测模型易受气象数据波动的影响,且对气象特征不敏感。由此,提出基于多级特征提取的BiLSTM短期光伏出力预测方法,用于预测不同天气类型下的光伏出力。首先,选取与光伏出力相关性较高的气象因素作为输入特征;使用模糊C均值(FCM... 传统光伏预测模型易受气象数据波动的影响,且对气象特征不敏感。由此,提出基于多级特征提取的BiLSTM短期光伏出力预测方法,用于预测不同天气类型下的光伏出力。首先,选取与光伏出力相关性较高的气象因素作为输入特征;使用模糊C均值(FCM)聚类方法,对样本进行灵活划分,通过计算Xie-Beni指标以确定最佳聚类数,将历史数据集聚类为晴天、少云天、晴转多云、阴雨天和恶劣天气;其次,构建CNN-CBAM-TCN多级特征提取器(MFE):利用卷积神经网络(CNN)进行初步的特征提取,结合卷积注意力块(CBAM)抑制非重要特征,之后,利用时间卷积网络(TCN)进一步捕捉日内光伏出力的时序特征;最后,借助双向长短期记忆网络(BiLSTM)进行光伏出力预测。在实例分析中,验证了使用Xie-Beni指标确定最佳聚类数的有效性,证明了该模型较其他预测模型在复杂天气类型下具有更高预测精度。 展开更多
关键词 短期光伏出力预测 双向长短期记忆网络 卷积注意力块 时间卷积网络 模糊C均值聚类 Xie-beni指标
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基于有效性测度的基因表达数据的模糊聚类分析 被引量:5
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作者 刘青 邓庆山 《计算机工程与科学》 CSCD 2005年第9期74-76,共3页
本文讨论了模糊聚类中的模糊C均值算法和聚类有效性测度。结合基因微阵列的特点,设计并实现了一种基于聚类有效性函数的模糊C均值模型。将该种模型运用于公开的白血病基因表达数据,取得了与实际情况相吻合的实验结果。
关键词 基因表达数据 模糊聚类 FCM 聚类有效性 Xie-beni指数
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雷达干扰信号识别决策树的自动化设计方法 被引量:13
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作者 魏煜宁 张劲东 +1 位作者 李勇 苟立婷 《电光与控制》 CSCD 北大核心 2020年第4期82-86,共5页
针对雷达干扰识别决策树分类器设计需要人工介入的问题,提出了一种基于模糊聚类、Xie-Beni指标和信息增益的决策树自动化设计方法。该方法首先对干扰信号在时域、频域和脉压后时域等维度建立参数特征集,接着在决策树建立过程中引入模糊... 针对雷达干扰识别决策树分类器设计需要人工介入的问题,提出了一种基于模糊聚类、Xie-Beni指标和信息增益的决策树自动化设计方法。该方法首先对干扰信号在时域、频域和脉压后时域等维度建立参数特征集,接着在决策树建立过程中引入模糊C均值聚类(FCM),从而解决传统决策树需要先验知识设置判决门限的问题;然后通过Xie-Beni指标动态确定决策树节点分支数,优化决策树复杂程度;最后使用基于信息增益的ID3算法建立模糊聚类决策树。该方法解决了干扰识别决策树的自动化设计问题,且优化了决策树性能。计算机仿真及某雷达对抗实验数据验证了所提方法的有效性。 展开更多
关键词 模糊聚类 Xie-beni指标 决策树 自动化设计
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改进模糊C均值聚类算法及锂电池配组应用 被引量:2
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作者 付媛 全书海 《河南科技大学学报(自然科学版)》 CAS 北大核心 2017年第4期43-48,共6页
在锂电池化成管理的智能配组过程中,当处理大规模数据或锂电池结构较复杂时,速度和准确度不高。因此,提出了一种基于遗传算法与密度加权的改进模糊C均值聚类算法。首先,由遗传算法优化得到初始聚类中心。然后,将样本对象的高斯密度函数... 在锂电池化成管理的智能配组过程中,当处理大规模数据或锂电池结构较复杂时,速度和准确度不高。因此,提出了一种基于遗传算法与密度加权的改进模糊C均值聚类算法。首先,由遗传算法优化得到初始聚类中心。然后,将样本对象的高斯密度函数作为其权值,并采用Xie-Beni有效性指标改进目标函数。将改进的算法通过标准测试数据集Iris和锂电池配组进行实验验证。验证结果表明:本文算法改善了聚类效果,与模糊C均值聚类算法相比,锂电池配组的正确率提高了0.8%,并且计算迭代次数从14次降低到8次。 展开更多
关键词 模糊C均值聚类算法 遗传算法 高斯密度加权 Xie-beni指标 锂电池配组
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发酵型枸杞酒澄清技术研究 被引量:27
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作者 陆晓滨 赵祥忠 刘庆军 《酿酒》 CAS 北大核心 2003年第5期79-81,共3页
针对枸杞酒本身的特有成分,研究了果胶酶酶解、果胶酶与明胶复合处理、壳聚糖澄清三种方法对发酵型枸杞红酒的澄清效果。试验结果表明,采用壳聚糖的澄清效果最为理想,其澄清速度快,用量少,生产成本低。产品在贮藏期间稳定,风味好。
关键词 枸杞酒 澄清技术 果胶酶 壳聚糖 明胶 澄清效果 稳定性
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西藏昌都崩勒溶洞石笋7ka BP以来高分辨δ^(18)O、δ^(13)C记录的气候变化 被引量:6
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作者 韩建恩 邵兆刚 +6 位作者 程海 孟宪刚 王津 余佳 杨朝斌 孟庆伟 胥彪 《地质学报》 EI CAS CSCD 北大核心 2017年第11期2545-2556,共12页
通过对青藏高原崩勒溶洞石笋进行高精度的230 Th测年和C、O同位素分析,建立了中全新世7ka BP以来西藏昌都地区高分辨率的古气候变化记录。石笋C、O同位素记录揭示出,西藏昌都地区中全新世(约7ka BP)以来的气候演化大致可分为3个气候阶段... 通过对青藏高原崩勒溶洞石笋进行高精度的230 Th测年和C、O同位素分析,建立了中全新世7ka BP以来西藏昌都地区高分辨率的古气候变化记录。石笋C、O同位素记录揭示出,西藏昌都地区中全新世(约7ka BP)以来的气候演化大致可分为3个气候阶段:7000~4500aBP为暖期阶段,气候总体处于高温暖湿,伴随缓慢降温;4500~2300aBP为降温期阶段,出现持续降温,气候变得干旱;2300aBP至今为升温期阶段,气温及降水均出现波动上升。石笋C、O同位素记录的研究结果表明,中全新世以来研究区存在高温暖湿、快速降温干旱以及后期气候强烈震荡升温的气候过程。通过与董歌洞石笋同位素记录对比表明,崩勒溶洞石笋δ18 O同位素曲线变化的斜率、震荡幅度都要明显高于董歌洞石笋记录,揭示出青藏高原东部季风区的气候波动与全球性冷暖变化具有一致性,但高原石笋同位素记录对气候变化更加敏感。昌都石笋同位素反映的气候变化趋势与低纬地区夏季太阳辐射强度变化正相关,表明太阳辐射强度变化是高原季风影响区气候变化的重要驱动因素。 展开更多
关键词 青藏高原 崩勒溶洞 石笋 δ18 O δ13 C 气候变化
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南美玻利维亚重点盆地油气地质特征和勘探潜力评价 被引量:1
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作者 田纳新 姜向强 +1 位作者 郭金瑞 曾昱昕 《现代地质》 CAS CSCD 北大核心 2018年第2期374-384,共11页
基于对玻利维亚区域构造演化与沉积充填特征的分析,研究盆地烃源岩、储集层及盖层等油气成藏地质条件的差异,分析盆地勘探潜力。玻利维亚境内发育查科、贝尼和马德雷德迪奥斯等3个重点盆地,均是在前寒武系基底基础上发育起来的叠合盆地... 基于对玻利维亚区域构造演化与沉积充填特征的分析,研究盆地烃源岩、储集层及盖层等油气成藏地质条件的差异,分析盆地勘探潜力。玻利维亚境内发育查科、贝尼和马德雷德迪奥斯等3个重点盆地,均是在前寒武系基底基础上发育起来的叠合盆地,盆内依次充填了古生代克拉通边缘海相沉积层序、三叠纪-白垩纪裂谷期海相-海陆过渡沉积层序和晚白垩世至今前陆陆相沉积层序。油气成藏地质条件综合对比分析认为,3个盆地均发育泥盆系主力烃源岩,储集层以泥盆系-石炭系和白垩系砂岩为主,发育古生界泥岩和碳酸盐岩及古近系泥岩等多套区域盖层。成熟烃源岩主要分布在冲断带和前渊区,油气必须通过垂向和侧向运移才能聚集成藏,具有晚期生烃、晚期成藏的特点。马德雷德迪奥斯盆地前渊-斜坡带低幅构造圈闭和地层圈闭、查科盆地和贝尼盆地逆冲褶皱带构造圈闭是主要的勘探目标。 展开更多
关键词 查科盆地 马德雷德迪奥斯盆地 贝尼盆地 资源潜力 玻利维亚
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一种多目标遥感影像模糊聚类方法 被引量:5
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作者 高博 《电子科技》 2018年第6期1-4,共4页
由于遥感影像的复杂性和相关先验知识的缺失,传统的聚类方法在遥感影像聚类任务中往往表现不佳。文中提出一种多目标聚类算法同时优化广义模糊C均值(FGFCM)的目标函数和其相应的XB指数。与FCM相比,FGFCM对噪声更鲁棒,而且通过引入局部... 由于遥感影像的复杂性和相关先验知识的缺失,传统的聚类方法在遥感影像聚类任务中往往表现不佳。文中提出一种多目标聚类算法同时优化广义模糊C均值(FGFCM)的目标函数和其相应的XB指数。与FCM相比,FGFCM对噪声更鲁棒,而且通过引入局部空间信息和灰度级信息显著提高了其聚类表现。在模拟和真实数据集上进行的实验证实了该算法的有效性和优越性。 展开更多
关键词 模糊聚类 多目标进化 局部空间信息 Xie-beni指数 FGFCM 鲁棒
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删除信道下LT码译码符号分布模型
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作者 张永祥 牛芳琳 +1 位作者 张思 王力正 《长江信息通信》 2022年第7期4-8,共5页
在删除信道中,采用LT码作为信道编码时,由于受到噪声随机性和度1符号分布随机性的影响,合法接收者和窃听者在译码成功时会接收到不同数量的编码符号,产生不同的概率密度分布。针对译码成功时不同概率密度分布的问题,提出了一种基于GMM... 在删除信道中,采用LT码作为信道编码时,由于受到噪声随机性和度1符号分布随机性的影响,合法接收者和窃听者在译码成功时会接收到不同数量的编码符号,产生不同的概率密度分布。针对译码成功时不同概率密度分布的问题,提出了一种基于GMM来对不同删除概率下得到的概率密度函数进行统一表示。首先通过Xie-Beni指数确定观测数据的最佳聚类数K,然后利用改进后的FCM算法求观测数据的初始值,并将其作为EM迭代算法的初始值,将最终迭代结果作为GMM的参数,建立删除信道下接收端译码成功时译码符号数量的概率密度分布。 展开更多
关键词 LT码 EM算法 Xie-beni指数 高斯混合模型 FCM算法
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