{"title":"用于地球监测的高性能多光谱分析并行软件框架","authors":"P. Borovska, M. Lazarova","doi":"10.1109/IDAACS.2011.6072741","DOIUrl":null,"url":null,"abstract":"The paper presents a software package BlueVision for parallel processing of multispectral data from remote sensing of the Earth. The purpose is to provide a software framework for high-performance analysis aimed at detection and monitoring of different natural hazards. The package consists of five modules that implement parallel computational modules for fire detection, deforestation, soil salinity, water pollution, flooding. Additional module visualizes the detected areas on a geographic map. Performance analysis are based on the experimental results on a heterogeneous multicomputer cluster and the Bulgarian supercomputer BlueGene/P.","PeriodicalId":106306,"journal":{"name":"Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Parallel software framework for high-performance multispectral analysis for earth monitoring\",\"authors\":\"P. Borovska, M. Lazarova\",\"doi\":\"10.1109/IDAACS.2011.6072741\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper presents a software package BlueVision for parallel processing of multispectral data from remote sensing of the Earth. The purpose is to provide a software framework for high-performance analysis aimed at detection and monitoring of different natural hazards. The package consists of five modules that implement parallel computational modules for fire detection, deforestation, soil salinity, water pollution, flooding. Additional module visualizes the detected areas on a geographic map. Performance analysis are based on the experimental results on a heterogeneous multicomputer cluster and the Bulgarian supercomputer BlueGene/P.\",\"PeriodicalId\":106306,\"journal\":{\"name\":\"Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IDAACS.2011.6072741\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IDAACS.2011.6072741","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Parallel software framework for high-performance multispectral analysis for earth monitoring
The paper presents a software package BlueVision for parallel processing of multispectral data from remote sensing of the Earth. The purpose is to provide a software framework for high-performance analysis aimed at detection and monitoring of different natural hazards. The package consists of five modules that implement parallel computational modules for fire detection, deforestation, soil salinity, water pollution, flooding. Additional module visualizes the detected areas on a geographic map. Performance analysis are based on the experimental results on a heterogeneous multicomputer cluster and the Bulgarian supercomputer BlueGene/P.
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