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基于关联规则分类的道路网网格模式识别 被引量:9
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作者 巩现勇 武芳 +2 位作者 焦洋洋 李靖涵 黄博华 《测绘科学技术学报》 CSCD 北大核心 2013年第6期633-637,共5页
提出了一种基于关联规则分类算法进行道路网网格模式识别的方法。首先基于空间认知理论,从人类视觉认知Gestalt原理出发,采用几何与拓扑关系特征量化计算网眼形状参量,从网眼自身形状指标、相邻网眼排列一致性、相邻网眼形状相似性3方... 提出了一种基于关联规则分类算法进行道路网网格模式识别的方法。首先基于空间认知理论,从人类视觉认知Gestalt原理出发,采用几何与拓扑关系特征量化计算网眼形状参量,从网眼自身形状指标、相邻网眼排列一致性、相邻网眼形状相似性3方面描述网眼模式。然后利用关联规则分类算法对道路网网格描述特征进行识别分类。实验表明,本文方法有效可行,具有一定的鲁棒性。 展开更多
关键词 道路网 网格模式识别 空间认知 关联规则分类 网眼
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Damage Pattern Recognition of Spatially Distributed Slope Damages and Rainfall Using Optimal GIS Mesh Dimensions 被引量:1
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作者 Sang-Soo JEON 《Journal of Mountain Science》 SCIE CSCD 2014年第2期336-344,共9页
Damage assessment for slopes using geographical information system(GIS) has been actively carried out by researchers working on several government organizations and research institutes in Korea. In this study, 596 slo... Damage assessment for slopes using geographical information system(GIS) has been actively carried out by researchers working on several government organizations and research institutes in Korea. In this study, 596 slope damages were examined to identify the types of damage associated with dip angles, dip directions, and heavy rainfall resulting from typhoons in South Korea. Heavy rainfall of 100 mm to 300 mm resulted in 80% at the investigated slope damages. A GIS database was developed for highways, rainfall, soil or rock geometry, and types of damage. A grid of rainfall intensity was generated from the records of maximum daily rainfall. Contours for slope damages and heavy rainfall using optimal GIS mesh dimensions were generated to visualize damage patterns and show substantially strong correlation of rainfall with slope damages. The combination of remote sensing with the GIS pattern recognition process described in this work are being expanded for a new generation of emergency response and rapid decision support systems. 展开更多
关键词 Damage assessment Slope damages RAINFALL GIS TYPHOON
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