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020 $a9781466586550$q(eBook - PDF)
020 $a1466586559$q(eBook - PDF)
020 $z9781466586512$q(hardback)
020 $z1466586516$q(hardback)
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024 7 $a10.1201/b16524$2doi
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037 $aTANDF_302339$bIngram Content Group
050 4 $aG70.2$b.B54 2014
060 4 $aOnline Book
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049 $aZCUA
245 00 $aBig data :$btechniques and technologies in geoinformatics /$cedited by Hassan A. Karimi.
264 1 $aBoca Raton :$bCRC Press, Taylor & Francis Group,$c[2014]
264 4 $c©2014
300 $a1 online resource (xiv, 298 pages) :$billustrations, maps
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $adata file
520 $aBig data has always been a major challenge in geoinformatics as geospatial data come in various types and formats, new geospatial data are acquired very fast, and geospatial databases are inherently very large. And while there have been advances in hardware and software for handling big data, they often fall short of handling geospatial big data efficiently and effectively. Big Data: Techniques and Technologies in Geoinformatics tackles these challenges head on, integrating coverage of techniques and technologies for storing, managing, and computing geospatial big data.
504 $aIncludes bibliographical references and index.
505 0 $aChapter 1. Distributed and parallel computing / Monir H. Sharker and Hassan A. Karimi -- chapter 2. GEOSS Clearinghouse : integrating geospatial resources to support the global earth observation system of systems / Chaowei Yang, Kai Liu, Zhenlong Li, Wenwen Li, Huayi Wu, Jizhe Xia, Qunying Huang, Jing Li, Min Sun, Lizhi Miao, Nanyin Zhou, and Doug Nebert -- chapter 3. Using a cloud computing environment to process large 3D spatial datasets / Ramanathan Sugumaran, Jeffrey Burnett, and Marc P. Armstrong -- chapter 4. Building open environments to meet big data challenges in earth sciences / Meixia Deng and Liping Di -- chapter 5. Developing online visualization and analysis services for NASA satellite-derived global precipitation products during the big geospatial data era / Zhong Liu, Dana Ostrenga, William Teng, and Steven Kempler -- chapter 6. Algorithmic design considerations for geospatial and/or temporal big data / Terence van Zyl -- chapter 7. Machine learning on geospatial big data / Terence van Zyl -- chapter 8. Spatial big data : case studies on volume, velocity, and variety / Michael R. Evans, Dev Oliver, Xun Zhou, and Shashi Shekhar -- chapter 9. Exploiting big VGI to improve routing and navigation services / Mohamed Bakillah, Johannes Lauer, Steve H.L. Liang, Alexander Zipf, Jamal Jokar Arsanjani, Amin Mobasheri, and Lukas Loos -- chapter 10. Efficient frequent sequence mining on taxi trip records using road network shortcuts / Jianting Zhang -- chapter 11. Geoinformatics and social media : new big data challenge / Arie Croitoru, Andrew Crooks, Jacek Radzikowski, Anthony Stefanidis, Ranga R. Vatsavai, and Nicole Wayant -- chapter 12. Insights and knowledge discovery from big geospatial data using TMC-pattern / Roland Assam and Thomas Seidl -- chapter 13. Geospatial cyberinfrastructure for addressing the big data challenges on the worldwide sensor web / Steve H.L. Liang and Chih-Yuan Huang -- chapter 14. OGC standards and geospatial big data / Carl Reed.
588 0 $aPrint version record.
546 $aEnglish.
650 0 $aGeography$xData processing.
650 0 $aBig data.
650 0 $aGeographic information systems.
650 0 $aGeospatial data.
650 0 $aHigh performance computing.
650 12 $aGeographic Information Systems
650 6 $aGéographie$xInformatique.
650 6 $aDonnées volumineuses.
650 6 $aSystèmes d'information géographique.
650 6 $aDonnées géospatiales.
650 6 $aSuperinformatique.
650 7 $ageographic information systems.$2aat
650 7 $aSCIENCE$xEarth Sciences$xGeography.$2bisacsh
650 7 $aTRAVEL$xBudget.$2bisacsh
650 7 $aTRAVEL$xHikes & Walks.$2bisacsh
650 7 $aTRAVEL$xMuseums, Tours, Points of Interest.$2bisacsh
650 7 $aTRAVEL$xParks & Campgrounds.$2bisacsh
650 7 $aBig data.$2fast$0(OCoLC)fst01892965
650 7 $aGeographic information systems.$2fast$0(OCoLC)fst00940423
650 7 $aGeography$xData processing.$2fast$0(OCoLC)fst00940480
650 7 $aGeospatial data.$2fast$0(OCoLC)fst01741194
650 7 $aHigh performance computing.$2fast$0(OCoLC)fst00956032
650 7 $aGeoinformatik$2gnd
650 7 $aBig Data$2gnd
655 7 $ageographic information systems.$2aat
655 7 $aGeographic information systems.$2fast$0(OCoLC)fst01752691
655 7 $aGeospatial data.$2fast$0(OCoLC)fst01752689
655 7 $aGeographic information systems.$2lcgft
655 7 $aGeospatial data.$2lcgft
655 7 $aSystèmes d'information géographique.$2rvmgf
655 7 $aDonnées géospatiales.$2rvmgf
700 1 $aKarimi, Hassan A.,$eeditor,$eauthor.
776 08 $iPrint version:$tBig data.$dBoca Raton : Taylor & Francis, 2014$z9781466586512$w(DLC) 2013047353$w(OCoLC)859584195
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio14686698$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS