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基于时序突变检测的植被空间变化特征识别方法——以海河北部山区为例 被引量:2
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作者 海月 杨广斌 +1 位作者 李若男 郑华 《生态学报》 CAS CSCD 北大核心 2020年第24期9138-9147,共10页
长时序植被变化趋势分析是分析植被生长与退化状况的主要手段之一,但难以精细揭示分析时段内植被变化动态的时空特征。将归一化植被指数(NDVI)时序突变检测与趋势分析结合起来,建立了精细识别植被空间变化特征的方法,并以海河北部山区... 长时序植被变化趋势分析是分析植被生长与退化状况的主要手段之一,但难以精细揭示分析时段内植被变化动态的时空特征。将归一化植被指数(NDVI)时序突变检测与趋势分析结合起来,建立了精细识别植被空间变化特征的方法,并以海河北部山区为案例,开展了实证研究。案例分析结果表明:2000—2018年间,海河北部山区有78.1%的区域NDVI发生了突变,其中1.7%的面积发生退化。应用基于时序突变检测的植被变化识别方法进一步发现:植被变化在2011年出现突变拐点,突变前(2000—2011年)在西北草原区和东南林农区存在1.6%的显著退化,突变后(2011—2018年)在东部林农区存在1.2%的显著退化。分析表明,海河北部山区植被整体改善与气象因子的关系不大,局部恶化则是气象因子与人类活动共同作用的结果。与常规长时序植被变化趋势分析相比,基于时序突变检测的植被空间变化特征识别方法揭示了评估时段内植被空间变化的动态趋势,可为明确区域植被的变化以及差异化的植被恢复策略提供决策信息。 展开更多
关键词 时序突变检测 NDVI 空间特征识别 海河北部山区
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汭河流域径流空间分布及时序变化分析 被引量:6
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作者 周腾飞 《甘肃水利水电技术》 2020年第2期9-11,20,共4页
收集了汭河流域华亭、安口和袁家庵3处水文站建站以来到2018年年径流量资料,采用常规水文分析法对汭河径流空间分布及时序变化进行分析。得出汭河干流径流量分布随海拔增高而增大,海拔变化范围在1000~2900 m间,下游径流深变化80 mm左右... 收集了汭河流域华亭、安口和袁家庵3处水文站建站以来到2018年年径流量资料,采用常规水文分析法对汭河径流空间分布及时序变化进行分析。得出汭河干流径流量分布随海拔增高而增大,海拔变化范围在1000~2900 m间,下游径流深变化80 mm左右,上游最高值在300 mm以上;汭河年径流量整体呈减少趋势,趋势显著;采用有序聚类法分析,汭河年径流量在1990年左右发生突变。 展开更多
关键词 汭河 径流空间分布 径流时序变化 有序聚类法 时序突变
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基于异常评分行为分析的虚假评论商品识别方法 被引量:4
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作者 焦易于 刘刚 《中原工学院学报》 CAS 2015年第6期80-84,共5页
在电商平台的所有评论信息中检测虚假评论时,评论领域的多样性以及虚假评论的总体稀疏性会导致识别准确率的下降。如果首先识别出包含虚假评论的商品,再对其中的评论进行针对性检测,会大大提高识别的效率和准确性。本文提出了一种基于... 在电商平台的所有评论信息中检测虚假评论时,评论领域的多样性以及虚假评论的总体稀疏性会导致识别准确率的下降。如果首先识别出包含虚假评论的商品,再对其中的评论进行针对性检测,会大大提高识别的效率和准确性。本文提出了一种基于异常评分行为分析的虚假评论商品识别方法,在对虚假评论行为分析的基础上,采用正态分布拟合和时序数据突变点检测方法,实现对虚假评论的发现。实验结果表明,该方法可以有效地识别虚假评论目标商品。 展开更多
关键词 虚假评论 异常评分行为 正态分布拟合 时序数据突变点检测
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Symmetry Analysis of an X-palindrome in Human and Chimpanzee
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作者 齐艳娇 邱文元 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2009年第4期401-405,448,共6页
We analyze for the first time the rules of breaking in an X-palindrome between human and chimpanzee. Results indicate that although the overall changes that occurred in the human X-palindrome are fewer than in the chi... We analyze for the first time the rules of breaking in an X-palindrome between human and chimpanzee. Results indicate that although the overall changes that occurred in the human X-palindrome are fewer than in the chimpanzee, mutations occurring between the left arm and right arm were nearly equivalent both in human and chimpanzee when compared with orangutan, which implies evolutionary synchronization. However, there are many more A/T→G/C changes than G/C→A/T in a single arm, which would lead to an increasing trend in GC content and suggest that the composition is not at equilibrium. In addition, it is remarkable to find that there are much more asymmetrical nucleotide changes between the two arms of the human palindrome than that of the chimpanzee palindrome, and these mutations are prone to occur between bases with similar chemical structures. The symmetry seems higher in the chimpanzee palindrome than in the human X-palindrome. 展开更多
关键词 PALINDROME SYMMETRY Sequence alignment GC content MUTATION
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Flow shop rescheduling problem under rush orders 被引量:2
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作者 胡燕海 严隽琪 +1 位作者 叶飞帆 于军合 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第10期1040-1046,共7页
In the environment of customization, disturbances such as rush orders and material shortages often occur in the manufacturing system, so rescheduling is necessary for the manufacturing system. The rescheduling methodo... In the environment of customization, disturbances such as rush orders and material shortages often occur in the manufacturing system, so rescheduling is necessary for the manufacturing system. The rescheduling methodology should be able to dispose of the disturbance efficiently so as to keep production going smoothly. This aims researching flow shop rescheduling problem (FSRP) necessitated by rush orders. Disjunctive graph is employed to demonstrate the FSRP. For a flow shop processing n jobs, after the original schedule has been made, and z out of n jobs have been processed in the flow shop, x rush orders come, so the original n jobs together with x rush orders should be rescheduled immediately so that the rush orders would be processed in the shortest time and the original jobs could be processed subject to some optimized criteria. The weighted mean flow time of both original jobs and rush orders is used as objective function. The weight for rush orders is much bigger than that of the original jobs, so the rush orders should be processed early in the new schedule. The ant colony optimization (ACO) algorithm used to solve the rescheduling problem has a weakness in that the search may fall into a local optimum. Mutation operation is employed to enhance the ACO performance. Numerical experiments demonstrated that the proposed algorithm has high computation repeatability and efficiency. 展开更多
关键词 Flow shop rescheduling Dynamic scheduling Rush order Ant colony optimization Mutation operation
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