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AN INTERACTIVE WEB-BASED ANALYSIS FRAMEWORK FOR REMOTE SENSING CLOUD COMPUTING

X. Z. Wang, H. M. Zhang, J. H. Zhao, Q. H. Lin, Y. C. Zhou, J. H. Li
2015 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
In this paper, we proposed a new scalable, interactive and web-based cloud computing solution for massive remote sensing data analysis.  ...  The elastic, scalable, and flexible cloud computing environment is built using Docker, which is a technology of open-source lightweight cloud computing container in the Linux operating system.  ...  The elastic, scalable, and flexible cloud computing environment is built using Docker, which is a technology of open-source lightweight cloud computing container in the Linux operating system.  ... 
doi:10.5194/isprsannals-ii-4-w2-43-2015 fatcat:xwfrvbdb2jhw5oc2zkkawmvfe4

Enabling Big Geoscience Data Analytics with a Cloud-Based, MapReduce-Enabled and Service-Oriented Workflow Framework

Zhenlong Li, Chaowei Yang, Baoxuan Jin, Manzhu Yu, Kai Liu, Min Sun, Matthew Zhan, Moncho Gomez-Gesteira
2015 PLoS ONE  
Specifically, HBase is adopted for storing and managing big geoscience data across distributed computers.  ...  In this framework techniques are proposed by leveraging cloud computing, MapReduce, and Service Oriented Architecture (SOA).  ...  Cloud computing provides potential computing solutions to the management, discovery, access, and analytics of the big geoscience data for intuitive decision support [4] .  ... 
doi:10.1371/journal.pone.0116781 pmid:25742012 pmcid:PMC4351198 fatcat:qwlkh75jabcplpjs24emnfixyi

The Geospatial Data Cloud: An Implementation of Applying Cloud Computing in Geosciences

Wang Xuezhi, Zhao Jianghua, Zhou Yuanchun, Li Jianhui
2014 Data Science Journal  
for service.  ...  This paper proposes a highly scalable geospatial cloud platform named the Geospatial Data Cloud, which is constructed based on cloud computing.  ...  The advent of cloud computing provides a potential solution for the problem described above.  ... 
doi:10.2481/dsj.14-042 fatcat:rlaopl6fu5ekxjkt3carpednui

A Comprehensive Survey on Cloud Computing

Md. Imran Alam, Manjusha Pandey, Siddharth S Rautaray
2015 International Journal of Information Technology and Computer Science  
It has various open source resources which gives different platform for better computing utilization.  ...  Cloud Computing is an innovation ideas that helps in reducing the computing cost.  ...  Zoho's core is entirely open sourcea shining example of how SaaS solutions can work in harmony with open source. I.  ... 
doi:10.5815/ijitcs.2015.02.09 fatcat:7ofz5bt5jvefhoqfmz7e6xvrnu

Big Data and Cloud Computing [chapter]

Yun Li, Manzhu Yu, Mengchao Xu, Jingchao Yang, Dexuan Sha, Qian Liu, Chaowei Yang
2019 Manual of Digital Earth  
This chapter introduces Digital Earth data sources, analytical methods, and architecture for data analysis and describes how cloud computing supports big data processing in the context of Digital Earth  ...  During the same time frame, cloud computing emerged to provide crucial computing support to address these challenges.  ...  source solutions and their variants from the geoscience communities.  ... 
doi:10.1007/978-981-32-9915-3_9 fatcat:n4drlq63tvfczbvfaopvkkhec4

Distributed Geoscience Algorithm Integration Based on OWS Specifications: A Case Study of the Extraction of a River Network

Xicheng Tan, Liping Di, Yanfei Zhong, Nengcheng Chen, Fang Huang, Jinchuan Wang, Ziheng Sun, Yahya Khan
2018 ISPRS International Journal of Geo-Information  
The experiment implements the integration of geoscience algorithms in a distributed cloud environment and evaluates the feasibility and efficiency of the integrated geoscience model.  ...  To address this issue, in this paper, a scheme for building a distributed geoscience algorithm integration based on the Open Geospatial Consortium web service (OWS) specifications is proposed.  ...  Acknowledgments: The authors thank the editors and the reviewers for their outstanding comments and suggestions, which greatly helped to improve the technical quality of the manuscript.  ... 
doi:10.3390/ijgi8010012 fatcat:mcggqqatxngufl4hjs3r3qgx6m

Digital Earth in Australia [chapter]

Zaffar Sadiq Mohamed-Ghouse, Cheryl Desha, Luis Perez-Mora
2019 Manual of Digital Earth  
Keywords Digital infrastructure · Data cube · National computational infrastructure · National collaborative research infrastructure strategy · Queensland globe  ...  decades Australia has risen to the forefront in developing and implementing Digital Earth concepts, with several key national initiatives formalising our digital geospatial journey in digital globes, open  ...  Stuart Minchin, Chief of EGD, Geoscience Australia for their valuable support for this chapter.  ... 
doi:10.1007/978-981-32-9915-3_21 fatcat:ep7kptfidfck5ahm3u72kpkr2m

An Overview of Platforms for Big Earth Observation Data Management and Analysis

Vitor C. F. Gomes, Gilberto R. Queiroz, Karine R. Ferreira
2020 Remote Sensing  
To meet these demands, novel technologies have been proposed and developed, based on cloud computing and distributed systems, such as array database systems, MapReduce systems and web services to access  ...  This paper presents an overview of seven platforms for big Earth observation data management and analysis—Google Earth Engine (GEE), Sentinel Hub, Open Data Cube (ODC), System for Earth Observation Data  ...  Thus, there is a need for user-friendly solutions that provide high-level analytical tools for EO community researchers and users, abstracting the technical issues of these cloud computing environments  ... 
doi:10.3390/rs12081253 fatcat:jwby64gs7zhktc723srsimez3u

Opening Reproducible Research: a research project website and blog [article]

Daniel Nüst, Marc Schutzeichel, Markus Konkol
2018 Zenodo  
All blog entries of the blog for the research project Opening Reproducible Research (o2r, see also Offene Reproduzierbare Forschung @ DFG GEPRIS), online at https://o2r.info. o2r was funded by the German  ...  We thank again our guests for their valuable inputs. Having their backgrounds in research as well as scientific publishing, their critical evaluation helps us to shape a clear direction for our work.  ...  Opening Reproducible Research | doi:10.5281/zenodo.1485438  ... 
doi:10.5281/zenodo.2361304 fatcat:gspygrzekjb7jprdwe5l4gf6pi

Opening Reproducible Research: A Research Project Website And Blog [article]

Daniel Nüst, Marc Schutzeichel, Markus Konkol
2018 Zenodo  
All blog entries of the blog for the research project Opening Reproducible Research (o2r, see also Offene Reproduzierbare Forschung @ DFG GEPRIS), online at https://o2r.info. o2r was funded by the German  ...  We thank again our guests for their valuable inputs. Having their backgrounds in research as well as scientific publishing, their critical evaluation helps us to shape a clear direction for our work.  ...  We get to know the common language as well as points of contact for the involved parties as we create a closer connection between research, preservation, and publication communities.  ... 
doi:10.5281/zenodo.1485438 fatcat:v6m44mhrvvfmtkz2urjv5grgu4

A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services

Zhipeng Gui, Chaowei Yang, Jizhe Xia, Qunying Huang, Kai Liu, Zhenlong Li, Manzhu Yu, Min Sun, Nanyin Zhou, Baoxuan Jin, Moncho Gomez-Gesteira
2014 PLoS ONE  
and a preference-aware solution evaluation mode for evaluating and recommending solutions according to the preferences of application providers.  ...  N Capacity provisioning: commercial and open-source cloud services adopt different IT technologies (e.g., virtualization, storage) and have unique strengths and weaknesses.  ...  [22] evaluated the readiness of open-source cloud solutions for supporting geospatial applications.  ... 
doi:10.1371/journal.pone.0105297 pmid:25170937 pmcid:PMC4149509 fatcat:7sprcv7bezff3mqrucj4mxeu7y

Open cyberGIS software for geospatial research and education in the big data era

Shaowen Wang, Yan Liu, Anand Padmanabhan
2016 SoftwareX  
This paper describes three open software strategies -open access, source, and integrationto serve various research and education purposes of diverse geospatial communities.  ...  If a code needs to be refined for evaluation from the open source community, code developers are provided with cloudbased development virtual machines customized for software library support for this particular  ...  These three modalities form open software architecture (see Figure 1 in [8] and Figure 1 in [10] ) to address open access, open API, open source, and CI-based integration and computation for cyberGIS  ... 
doi:10.1016/j.softx.2015.10.003 fatcat:cmhldaofizds3ey7vo6iob24te

Big Data and cloud computing: innovation opportunities and challenges

Chaowei Yang, Qunying Huang, Zhenlong Li, Kai Liu, Fei Hu
2016 International Journal of Digital Earth  
and application developments; (ii) cloud computing provides major solutions for Big Data; (iii) Big Data, spatiotemporal thinking and various application domains drive the advancement of cloud computing  ...  and relevant technologies with new requirements; (iv) intrinsic spatiotemporal principles of Big Data and geospatial sciences provide the source for finding technical and theoretical solutions to optimize  ...  Acknowledgements We thank the anonymous reviewers for their insightful comments and reviews. Dr George Taylor reviewed a previous version of this manuscript.  ... 
doi:10.1080/17538947.2016.1239771 fatcat:qbcgqj2pcvbgja6dnnakoj2saa

Opening Reproducible Research: a research project website and blog [article]

Daniel Nüst, Marc Schutzeichel, Markus Konkol
2018 Zenodo  
All blog entries of the blog for the research project Opening Reproducible Research (o2r, see also Offene Reproduzierbare Forschung @ DFG GEPRIS), online at https://o2r.info. o2r was funded by the German  ...  We thank again our guests for their valuable inputs. Having their backgrounds in research as well as scientific publishing, their critical evaluation helps us to shape a clear direction for our work.  ...  Opening Reproducible Research | doi:10.5281/zenodo.1485438  ... 
doi:10.5281/zenodo.2546507 fatcat:dau5hho335boznxi675w6shf6q

EarthCube Resources for the NSF Geo Domain-Data Workshops 2018-2019.pdf

Ouida W. Meier, D. Sarah Stamps, Lynne Schreiber
2018 Zenodo  
the Geosciences.  ...  of geosciences data and related resources.  ...  We thank them for their effort and generosity. This material is based upon work supported by the National Science Foundation under multiple grants to GEO EarthCube and related projects.  ... 
doi:10.5281/zenodo.3371777 fatcat:fqphetw6c5fqrk6pvbr4idsnc4
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