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Open AccessJournal ArticleDOI

Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing?

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...

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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

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.
Journal ArticleDOI

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

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?

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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ReportDOI

The NIST Definition of Cloud Computing

Peter Mell, +1 more
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
Journal ArticleDOI

A view of cloud computing

TL;DR: The clouds are clearing the clouds away from the true potential and obstacles posed by this computing capability.
Journal Article

Above the Clouds: A Berkeley View of Cloud Computing

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

Acceleration of global warming due to carbon-cycle feedbacks in a coupled climate model

TL;DR: Results from a fully coupled, three-dimensional carbon–climate model are presented, indicating that carbon-cycle feedbacks could significantly accelerate climate change over the twenty-first century.
Journal ArticleDOI

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.
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