03703nam 2201045z- 450 991055766480332120231214132818.0(CKB)5400000000044858(oapen)https://directory.doabooks.org/handle/20.500.12854/69329(EXLCZ)99540000000004485820202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierBig Data Computing for Geospatial ApplicationsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 electronic resource (222 p.)3-03943-244-3 3-03943-245-1 The 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.Research & information: generalbicsscGeographybicssctaskworkflowgeospatial problem-solvingknowledge basesocial mediabig datafine-grained emotion classificationspatio-temporal analysishazard mitigationmissing roadcity blockstopologybig mobile navigation trajectory datageographic knowledge representationgeographic knowledge graphformalizationGeoKGoverlay analysisshape complexitymassive datacloudparallel computinggeovisual analyticsmachine learningsmart card datatransit corridormobility communitytripCA Markovland-use change predictionHadoopMapReducecloud computingETLELTsensor dataIoTgeospatial big dataclimate sciencemetadataweb cataloging servicebig geospatial datageospatial cyberinfrastructuretopographic surfaceterrain modelingglobal terrain datasetgeospatial computingcyberGISGeoAIspatial thinkingResearch & information: generalGeographyLi Zhenlongedt1314792Tang WenwuedtHuang QunyingedtShook EricedtGuan QingfengedtLi ZhenlongothTang WenwuothHuang QunyingothShook EricothGuan QingfengothBOOK9910557664803321Big Data Computing for Geospatial Applications3031972UNINA