Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Intelligent Computer and Applications》 2019-04
Add to Favorite Get Latest Update

Building of remote sensing images tile pyramid based on Spark

SHAN Tangjian;ZHONG Hongwei;LI Linhui;WEI Jingqi;GUO Lufang;College of Information and Computer Engineering,Northeast Forestry University;  
With the development of remote sensing means and information acquisition technology,the amount of remote sensing image data increases exponentially. The traditional single-machine centralized storage and retrieval technology has been difficult to meet the needs of efficient storage and fast access of data.On the traditional image pyramid construction method,the paper proposes a memory-based computing engine Spark to construct remote sensing image pyramid. The construction process of the algorithm and the distributed storage structure are given,and the parallel construction of remote sensing image pyramid based on Spark is realized.Experiments showthat compared with the traditional pyramid construction of remote sensing image, the performance and computational efficiency are greatly improved.
【Fund】: 2018年大学生创新训练计划项目(201810225186)
【CateGory Index】: TP751
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 4 Hits
1 LI Deren;ZHANG Liangpei;XIA Guisong;State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University;Collaborative Innovation Center of Geo-informatics;;Automatic Analysis and Mining of Remote Sensing Big Data[J];测绘学报;2014-12
2 LIU Yi1 CHEN Luo1 JING Ning1 XIONG Wei1(1 College of Electronic Science and Engineering,National University of Defense Technology,147Deya Road,Changsha 410073,China);Parallel Batch-Building Remote Sensing Images Tile Pyramid with MapReduce[J];武汉大学学报(信息科学版);2013-03
3 L XueFeng1,CHENG ChengQi1,GONG JianYa2 & GUAN Li3 1 Institute of Remote Sensing and GIS,Peking University,Beijing 100871,China;2 State Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;3 Beijing Institute of Surveying and Mapping,Beijing 100038,China;Review of data storage and management technologies for massive remote sensing data[J];Science China(Technological Sciences);2011-12
4 ;Research on Service Architecture and Algorithms for Grid Spatial Data[J];测绘学报;2003-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Zhao Ping;Yang Cizhong;Yuan Feng;Chen Guoxu;Zhou Zifan;School of Resources and Environmental Engineering,Hefei University of Technology;Anhui Province Engineering Research Center for Mineral Resources and Mine Environments,Hefei University of Technology;;Application of Landsat8 satellite data for geothermal resources survey in Tangkou-Zhaixi area,Huangshan City,Anhui Province[J];地质科学;2017-03
2 Qiang Wen;Jianjun He;Shengyong Guan;Ting Chen;Yin Hu;Wenbin Wu;Feng Liu;Yuexia Qiao;Suet Yheng Kok;Samuel Yeong;21st Century Aerospace Technology Co.,Ltd.;21st Century Aerospace Technology (Asia) Pte.Ltd.;;The TripleSat constellation:a new geospatial data service model[J];Geo-Spatial Information Science;2017-02
3 Wei Xiang;Wu Keyou;Zhu Chuanyong;Liu Tao;Wuhan Geomatics Institute;;Design and Implementation of Remote Sensing Image Data Management and Analysis System[J];城市勘测;2015-06
4 LIU Shiyong;WU Qiuyun;CHEN Luo;Li Jun;JING Ning;College of Electronic Science and Engineering, National University of Defense Technology;;Low-level Tile Parallel Synthesis Technology Based on High-level Map Tiles[J];地理信息世界;2015-06
5 WANG Erqi;WANG Shaohua;;Technology Trends Prospects of the Future Development of GIS[J];测绘通报;2015-S2
6 Cheng Chengqi;Tong Xiaochong;Chen Bo;Institute for Aeronautics and Astronautics Information Engineering, Peking University;Institute of Surveying and Mapping, Information Engineering University;;Some Thoughts on Establishing the Organization Standard of Environmental Big Data Grid in China[J];中国环境管理;2015-06
7 MENG Xiangyu;ZHENG Xinqi;School of Information Engineering,China University of Geosciences;;Analysis of Spatial-temporal Behaviors of Residents in Beijing Based on Big Data[J];测绘学报;2015-S1
8 LI Chaoling;LI Fengdan;Lü Xia;LI Jianqiang;LIU Chang;LIU Yuanyuan;Development& Research Center of China Geological Survey;;The Architecture of Geological Survey Intelligent Space[J];测绘学报;2015-S1
9 YIN Junru;HOU Ruixia;TANG Xiaoming;LUO Peng;Institute of Resource Information Techniques,Chinese Academy of Forestry;;Fast Distribution Method for Large Data Set of Spatial Data Based on Tiles Pyramid Model[J];吉林大学学报(理学版);2015-06
10 CHEN Jun;CHEN Lijun;LI Ran;LIAO Anping;PENG Shu;LU Nan;ZHANG Yushuo;National Geomatics Center of China;Faculty of Geosciences and Environmental Engineering,Southwest Jiaotong University;School of Geography,Beijing Normal University;;Spatial Distribution and Ten Years Change of Global Built-up Areas Derived from GlobeLand30[J];测绘学报;2015-11
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Deren;YAO Yuan;SHAO Zhenfeng;School of Remote Sensing and Information Engineering,Wuhan University;State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University;;Big Data in Smart City[J];武汉大学学报(信息科学版);2014-06
2 Li Guojie Cheng Xueqi (Institute of Computing Technology,CAS 100190 Beijing);Research Status and Scientific Thinking of Big Data[J];中国科学院院刊;2012-06
3 XIN Fangfang1,2,JIAO Licheng2,WANG Guiting2 1.Xi'an Institute of Microelectronics Technology,Xi'an 710019,China;2.Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China,Xidian University,Xi'an 710071,China;Change Detection in Multitemporal Remote Sensing Images Based on Dynamic Fuzzy Fisher Classifier and Non Local Mean Weighted Method[J];测绘学报;2012-04
4 YUAN De-yang①②,NIE Juan④,DENG Lei①③,YANG Dian-hua①②,YIN Chuan①②(①College of Resource Environment and Tourism,Capital Normal University,Beijing 100048,China;②Beijing Key Laboratory of Resources Environment and GIS,Beijing 100048,China;③3D Information Acquisition and Application Key Laboratory of Education Ministry,Beijing 100048,China;④National Disaster Reduction Center,Ministry of Civil Affairs,Beijing 100053,China);Design and implementation of metadata-based multi-source remote sensing image database integration technology[J];测绘科学;2012-03
5 LI Hui1,XIAO Pengfeng1,FENG Xuezhi1,FENG Li2,WANG Ke1 1.Department of Geographical Information Science,Nanjing University,Nanjing 210093,China;2.Institute of Regional Development Planning,Stuttgart University,Stuttgart 70569,Germany;Multiscale Edge Detection in Multispectral Remotely Sensed Imagery Based on Vector Field Model[J];测绘学报;2012-01
6 SHU Ning 1,,2(1 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China)(2 State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Some Aspects of Intelligent System for Remote Sensing Image Processing[J];武汉大学学报(信息科学版);2011-05
7 DU Qingyun1,2 YU Changbin1,2 REN Fu1,2(1 School of Resource and Environmental Science,Wuhan University,129 Luoyu Road,Wuhan 430079,China)(2 Key Laboratory of Geographic Information System,Ministry of Education,Wuhan University,129 Luoyu Road,Wuhan 430079,China);Organization Tile Map Data Based on Nested Pyramids Model[J];武汉大学学报(信息科学版);2011-05
8 CHENG Chengqi1,L Xuefeng1,GUAN Li2 1.Institute of Remote Sensing and Geographic Information System,Peking University,Beijing 100871;2.Beijing Institute of Surveying and Mapping,Beijing 100038;Study on System Architecture of Subdivision Storage Cluster for Global Spatial Data[J];北京大学学报(自然科学版);2011-01
9 XU Jianmin YANG Jun ZHANG Zhiqing SUN Anlai National Satellite Meteorological Center,Beijing 100081;Chinese Meteorological Satellites,Achievements and Applications[J];气象;2010-07
10 CHENG Chengqi,GUAN Li Institute of Remote Sensing and GIS,Peking University,Beijing 100871,China;The Global Subdivision Grid Based on Extended Mapping Division and Its Address Coding[J];测绘学报;2010-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved