Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing?
Chaowei Yang,Michael F. Goodchild,Qunying Huang,Doug Nebert,Robert Raskin,Yan Xu,Myra Bambacus,Dan Fay +7 more
TLDR
In this paper, the authors propose a cloud-based infrastructure for the geospatial sciences that can support discovery, access and utilization of data and data processing so as to relieve scientists and engineers of IT tasks and focus on scientific discoveries.Abstract:
The geospatial sciences face grand information technology (IT) challenges in the twenty-first century: data intensity, computing intensity, concurrent access intensity and spatiotemporal intensity. These challenges require the readiness of a computing infrastructure that can: (1) better support discovery, access and utilization of data and data processing so as to relieve scientists and engineers of IT tasks and focus on scientific discoveries; (2) provide real-time IT resources to enable real-time applications, such as emergency response; (3) deal with access spikes; and (4) provide more reliable and scalable service for massive numbers of concurrent users to advance public knowledge. The emergence of cloud computing provides a potential solution with an elastic, on-demand computing platform to integrate – observation systems, parameter extracting algorithms, phenomena simulations, analytical visualization and decision support, and to provide social impact and user feedback – the essential eleme...read more
Citations
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Journal ArticleDOI
Big Data and cloud computing: innovation opportunities and challenges
TL;DR: This review introduces future innovations and a research agenda for cloud computing supporting the transformation of the volume, velocity, variety and veracity into values of Big Data for local to global digital earth science and applications.
Journal ArticleDOI
Virtual Geographic Environments (VGEs): A New Generation of Geographic Analysis Tool
Hui Lin,Min Chen,Guonian Lü,Qing Zhu,Jiahua Gong,Xiong You,Yongning Wen,Bingli Xu,Mingyuan Hu +8 more
TL;DR: Virtual Geographic Environments are proposed as a new generation of geographic analysis tool to contrib- ute to human understanding of the geographic world and assist in solving geographic problems at a deeper level by meeting the three scientific requirements of GIScience.
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Interactive maps: What we know and what we need to know
TL;DR: A review of the current state of science regarding cartographic interaction is provided, a complement to the traditional focus within cartography on cartographic rep- resentation.
Journal ArticleDOI
Virtual Geographic Environment – A Workspace for Computer-aided Geographic Experiments
Hui Lin,Min Chen,Guonian Lü +2 more
TL;DR: A case on the simulation of air pollution and its analysis at different geographic scales is used to demonstrate VGEs’ ability to facilitate computer-aided geographic experiments.
Journal ArticleDOI
Big Earth data: disruptive changes in Earth observation data management and analysis?
Martin Sudmanns,Dirk Tiede,Stefan Lang,Helena Bergstedt,Georg Trost,Hannah Augustin,Andrea Baraldi,Thomas Blaschke +7 more
TL;DR: It is argued that the altered circumstances must be actively intercepted by an evolution of EO to revolutionise their application in various domains.
References
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The NIST Definition of Cloud Computing
Peter Mell,Timothy Grance +1 more
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
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A view of cloud computing
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Above the Clouds: A Berkeley View of Cloud Computing
Michael Armbrust,Armando Fox,Rean Griffith,Anthony D. Joseph,Randy H. Katz,Andy Konwinski,Gunho Lee,David A. Patterson,Ariel Rabkin,Ion Stoica,Matei Zaharia +10 more
TL;DR: This work focuses on SaaS Providers (Cloud Users) and Cloud Providers, which have received less attention than SAAS Users, and uses the term Private Cloud to refer to internal datacenters of a business or other organization, not made available to the general public.
Journal ArticleDOI
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Citizens as sensors: the world of volunteered geography
TL;DR: In recent months, there has been an explosion of interest in using the Web to create, assemble, and disseminate geographic information provided voluntarily by individuals as mentioned in this paper, and the role of the amateur in geographic observation has been discussed.