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适用于遥感光谱数据集的高维索引技术研究
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作者 李嘉 蓝秋萍 费立凡 《计算机工程与应用》 CSCD 北大核心 2009年第21期5-7,47,共4页
遥感高光谱数据是一种具有空间聚集特性的高维数据。对PT方法进行改进使之与iDistance的索引机制相适应,并融合这两种不同的空间划分策略,提出一种适用于高光谱数据的索引结构。该索引是一种度量空间的高维索引,采用两级空间划分,在处... 遥感高光谱数据是一种具有空间聚集特性的高维数据。对PT方法进行改进使之与iDistance的索引机制相适应,并融合这两种不同的空间划分策略,提出一种适用于高光谱数据的索引结构。该索引是一种度量空间的高维索引,采用两级空间划分,在处理光谱相似性查询时可同时完成针对距离和空间方位的数据过滤。实验证明该索引可以有效降低I/O和距离计算次数,具有较高的剪枝效率,适用于高光谱数据相似性查询。 展开更多
关键词 高维索引 相似性查询 遥感光谱数据库
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China's Wetland Databases Based on Remote Sensing Technology 被引量:4
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作者 YAN Fengqin LIU Xingtu +5 位作者 CHEN Jing YU Lingxue YANG Chaobin CHANG Liping YANG Jiuchun ZHANG Shuwen 《Chinese Geographical Science》 SCIE CSCD 2017年第3期374-388,共15页
Wetland databases can provide the basic data that necessary for the protection and management of wetlands. A large number of wetland databases have been established in the world as well as in China. In this paper, we ... Wetland databases can provide the basic data that necessary for the protection and management of wetlands. A large number of wetland databases have been established in the world as well as in China. In this paper, we review China's wetland databases based on remote sensing(RS) technology after introducing the background theory to the application of RS technology in wetland surveys. A key conclusion is that China's wetland databases are far from sufficient in fulfilling protection and management needs. Our recommendations focus on the use of the hyper-spectral imagery, microwave data, multi-temporal images, and automatic classifications in order to improve the accuracy and efficiency of wetland inventory. Further, attention should also be paid to detect major biophysical features of wetlands and build wetland databases in years after the 1980 s in China. Considering that great gap exists between RS experts and wetland experts, further cooperation between wetland scientists and RS scientists are needed to promote the application of RS in the foundation of wetland databases. 展开更多
关键词 wetlands inventory remote sensing mapping China
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