LEADER 03720nam 2201057z- 450 001 9910557664803321 005 20210501 035 $a(CKB)5400000000044858 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/69329 035 $a(oapen)doab69329 035 $a(EXLCZ)995400000000044858 100 $a20202105d2020 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aBig Data Computing for Geospatial Applications 210 $aBasel, Switzerland$cMDPI - Multidisciplinary Digital Publishing Institute$d2020 215 $a1 online resource (222 p.) 311 08$a3-03943-244-3 311 08$a3-03943-245-1 330 $aThe convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms. 606 $aGeography$2bicssc 606 $aResearch & information: general$2bicssc 610 $abig data 610 $abig geospatial data 610 $abig mobile navigation trajectory data 610 $aCA Markov 610 $acity blocks 610 $aclimate science 610 $acloud 610 $acloud computing 610 $acyberGIS 610 $aELT 610 $aETL 610 $afine-grained emotion classification 610 $aformalization 610 $aGeoAI 610 $ageographic knowledge graph 610 $ageographic knowledge representation 610 $aGeoKG 610 $ageospatial big data 610 $ageospatial computing 610 $ageospatial cyberinfrastructure 610 $ageospatial problem-solving 610 $ageovisual analytics 610 $aglobal terrain dataset 610 $aHadoop 610 $ahazard mitigation 610 $aIoT 610 $aknowledge base 610 $aland-use change prediction 610 $amachine learning 610 $aMapReduce 610 $amassive data 610 $ametadata 610 $amissing road 610 $amobility community 610 $aoverlay analysis 610 $aparallel computing 610 $asensor data 610 $ashape complexity 610 $asmart card data 610 $asocial media 610 $aspatial thinking 610 $aspatio-temporal analysis 610 $atask 610 $aterrain modeling 610 $atopographic surface 610 $atopology 610 $atransit corridor 610 $atrip 610 $aweb cataloging service 610 $aworkflow 615 7$aGeography 615 7$aResearch & information: general 700 $aLi$b Zhenlong$4edt$01314792 702 $aTang$b Wenwu$4edt 702 $aHuang$b Qunying$4edt 702 $aShook$b Eric$4edt 702 $aGuan$b Qingfeng$4edt 702 $aLi$b Zhenlong$4oth 702 $aTang$b Wenwu$4oth 702 $aHuang$b Qunying$4oth 702 $aShook$b Eric$4oth 702 $aGuan$b Qingfeng$4oth 906 $aBOOK 912 $a9910557664803321 996 $aBig Data Computing for Geospatial Applications$93031972 997 $aUNINA