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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.  ...  An effective way for cloud users to access and analyse these massive spatiotemporal data in the web clients becomes an urgent issue.  ...  In this paper, a new scalable, interactive, web-based massive data processing environment based on Docker, IPython and some open source geosciences tools is proposed.  ... 
doi:10.5194/isprsannals-ii-4-w2-43-2015 fatcat:xwfrvbdb2jhw5oc2zkkawmvfe4

Towards a Service-Based Framework for Environmental Data Processing

Ivan Madjarov, Juš Kocijan, Alexandra Grancharova, Bogdan Shishedjiev
2014 International Journal of Advanced Computer Science and Applications  
Using this model, we design and implement a framework based on Web services for transformation between massive environmental text-based data and relational databases.  ...  We present a mapping model for environmental data transformation to be used in the scenario devoted to the methodology for development of stochastic models for prediction of environmental parameters by  ...  Using this method, we design and implement a Web service-based framework for transformation between massive environmental text-based data and relational databases.  ... 
doi:10.14569/ijacsa.2014.050408 fatcat:cbazw43sdzannj7ohp5ywpg2oi

Research Challenges for Data Mining in Science and Engineering [chapter]

Jiawei Han, Jing Gao
2008 Chapman & Hall/CRC Data Mining and Knowledge Discovery Series  
text, Web, and other unstructured data, (7) data cube-oriented multidimensional online analytical mining, (8) visual data mining, and (9) data mining by integration of sophisticated scientific and engineering  ...  for new, data-intensive methods to conduct research in science and engineering.  ...  There is a tremendous amount of scientific and engineering data on the web.  ... 
doi:10.1201/9781420085877.pt1 fatcat:ljs2uybdofgkxfpouawfekdaz4

Satellite Parametric Description to Ontology Concepts and Semantic Classification of Satellite Data

Sunitha Abburu, Nitant Dube
2016 International Journal on Semantic Web and Information Systems (IJSWIS)  
Current satellite data retrieval systems retrieves data using latitude, longitude, date, time and sensor parameters like wind, cloud etc.  ...  The current research work has designed and implemented a two phase methodology to achieve this.  ...  • Wind profiles from a satellite for a particular period • SST profiles in a spatial bounding box (Lat/Lon) • Rainfall datasets International Journal on Semantic Web and Information Systems Volume 12  ... 
doi:10.4018/ijswis.2016040103 fatcat:rqgai3znendx7nompkr6le54ma

ProDA

Mehrdad Jahangiri, Cyrus Shahabi
2005 Proceedings of the 2005 ACM SIGMOD international conference on Management of data - SIGMOD '05  
ProDA employs a standard web-service infrastructure to enable remote users to interact with their data.  ...  Towards this end, we have designed and developed a data storage and retrieval system, called ProDA, which deploys wavelet transform and provides fast approximate answers with progressively increasing accuracy  ...  We have designed and developed a system, named ProDA for Progressive Data Analysis, which utilizes the wavelet decomposition of multidimensional data to achieve progressiveness by retrieving data based  ... 
doi:10.1145/1066157.1066278 dblp:conf/sigmod/JahangiriS05 fatcat:5jrc4nyp6fcurmoidyygroo5qe

Methodological Evaluation of the Use of ICTs in Mixed Method Research in Education

Mehmet Fırat, Hakan Altınpulluk, Hakan Kılınç
2020 Eğitimde Nitel Araştırmalar Dergisi  
Six of the themes explained the need for new data collection tools and positive evaluations of ICTs on triangulation and transformation of data by collecting massive, in-depth and original data for MMRs  ...  Keywords: Educational researcher, mixed method research (MMR), information and communication technologies (ICTs) in scientific research.  ...  To them, it is easier to collect massive data by using ICTs. It is possible to collect data from many participants in a short time with advanced massive ICTs based data collection tools.  ... 
doi:10.14689/issn.2148-2624.8c.4s.13m fatcat:fwk46lji7vgpzgys7pclem7vbq

Intelligent machine for ontological representation of massive pedagogical knowledge based on neural networks

Abdelladim Hadioui, Yassine Benjelloun Touimi, Nour-eddine El Faddouli, Samir Bennani
2021 International Journal of Power Electronics and Drive Systems (IJPEDS)  
In this context, the research at hand is aimed at transforming the big data produced via interactions into big knowledge that can be used in MOOCs by actors falling within a given learning level within  ...  The main objective underlying such systems integration is the automatization of online educational processes for the benefit of all the involved actors who use these systems.  ...  Currently, using systems which are based on web related technologies, the Web domain produces massive data resulting from users' interactions.  ... 
doi:10.11591/ijece.v11i2.pp1675-1688 fatcat:hln7qev6bbde3eaeotdkhkkwh4

Generating Orthorectified Multi-Perspective 2.5D Maps to Facilitate Web GIS-Based Visualization and Exploitation of Massive 3D City Models

Jianming Liang, Jianhua Gong, Jin Liu, Yuling Zou, Jinming Zhang, Jun Sun, Shuisen Chen
2016 ISPRS International Journal of Geo-Information  
We conclude that a 2.5D map is a compact data representation optimized for web data streaming of 3D city models and that geometric analysis of buildings can be effectively conducted on 2.5D maps. the minimum  ...  2.5D map is a convenient and efficient approach to exploiting a massive three-dimensional (3D) city model in web GIS.  ...  Comparison of 2.5D and 3D Representations in Web-Based Visualization of 3D City Models Data transfer can become a challenging bottleneck for a web GIS if a large volume of data is involved while only limited  ... 
doi:10.3390/ijgi5110212 fatcat:suvpazzwzzddxf37kuk42jmqam

SCEAPI: A unified Restful Web API for High-Performance Computing

Cao Rongqiang, Xiao Haili, Lu Shasha, Zhao Yining, Wang Xiaoning, Chi Xuebin
2017 Journal of Physics, Conference Series  
The development of scientific computing is increasingly moving to collaborative web and mobile applications.  ...  Then we present a bundle of web services called SCEAPI and describe how it can be used to access HPC resources with HTTP or HTTPs protocols.  ...  Andrej Filipci for integrating SCEAPI into the ATLAS production system. This  ... 
doi:10.1088/1742-6596/898/9/092022 fatcat:cffpkcxgqjhvrh75lu7hi43iba

Earth Observation and Geospatial Implementation: Fueling Innovation in a Changing World [chapter]

Sudhir Raj Shrestha, Matthew Tisdale, Steve Kopp, Brett Rose
2018 Earth Observation Open Science and Innovation  
Methods for sharing data through information products as web services and tailored applications that expand discovery and access to a larger user community using a suite of ArcGIS web apps will be discussed  ...  Earth Observation Scientific Data Access, Discovery, and Challenges The intuitive nature of understanding information portrayed on a map makes them extremely useful to decision-makers.  ...  Web GIS is a transformation of GIS that brings analytics to spatial data in a way that was not possible before.  ... 
doi:10.1007/978-3-319-65633-5_17 fatcat:ayz7edvtcjcpxmbrtqybfbu2va

Application of Big Data Technology in College Information Construction

Wei Deng, G. Lee
2019 ITM Web of Conferences  
As a new technological means, big data plays an important role in the construction of intelligent campus in Colleges and universities.  ...  Taking Shaanxi Normal University as an example, this paper introduces the development of college information construction, and elaborates on the typical application scenarios of big data in colleges.  ...  Big data [1] not only refers to massive data itself, but also includes a series of technical methods for data storage, processing, analysis and visualization.  ... 
doi:10.1051/itmconf/20192504005 fatcat:lusfqwu4vbc2zih6wuqo2a55jq

A new generation of cyberinfrastructure and data services for earth system science education and research

M. K. Ramamurthy
2006 Advances in Geosciences  
For example, the advent of digital libraries, web services, open standards and protocols have been important factors in shaping a new generation of cyberinfrastructure for solving key scientific and educational  ...  Contemporary education strategies recommend adopting an Earth system science approach for teaching the geosciences, employing pedagogical techniques such as enquiry-based learning.  ...  a satellite-based data reception system with a terrestrial, Internet-based data access system.  ... 
doi:10.5194/adgeo-8-69-2006 fatcat:omvhc6k24jfhldfkma3z7z65ce

Let The Data Sing - A Scalable Architecture to Make Data Silos FAIR

Alexander Götz, Tobias Weber, Stephan Hachinger
2019 Zenodo  
As a result, they remain "hidden", while only e.g. final results are published -- a massive problem for reproducibility of simulation-based science.  ...  LTDS ("Let the Data Sing") is a lightweight, microservice-based Research Data Management (RDM) architecture which elevates isolated data stores ("data silos") into FAIR research data repositories.  ...  ) • DataCite and Dublin Core • landing page for each data product • indexed by web search engines (JSON-LD) • DOIs for selected research data items check for updates check for datastores  ... 
doi:10.5281/zenodo.3490734 fatcat:ewlqve4ffbcklabuc4wnxcvbrq

Let The Data Sing - A Scalable Architecture to Make Data Silos FAIR

Alexander Götz, Tobias Weber, Stephan Hachinger
2019 Zenodo  
As a result, they remain "hidden", while only e.g. final results are published -- a massive problem for reproducibility of simulation-based science.  ...  LTDS ("Let the Data Sing") is a lightweight, microservice-based Research Data Management (RDM) architecture which elevates isolated data stores ("data silos") into FAIR research data repositories.  ...  ) • DataCite and Dublin Core • landing page for each data product • indexed by web search engines (JSON-LD) • DOIs for selected research data items check for updates check for datastores  ... 
doi:10.5281/zenodo.3490735 fatcat:4znaybvhujgtfhl6ptw5zxcpui

A Study on Big Data Techniques and Applications

K. Radha, B. Thirumala Rao
2016 International Journal of Advances in Applied Sciences  
Large datasets require special processing systems; it is a unique challenge for academicians and researchers.  ...  This paper is presents the Essential Characteristics of Big Data Applications and State of-the-art tools and techniques to handle data-intensive applications and also building index for web pages available  ...  For example, meteorology, astronomy, social computing [17] , computational biology [18] and bioinformatics are based on scientific discovery as massive volume of data is generated with distinct types  ... 
doi:10.11591/ijaas.v5.i2.pp101-108 fatcat:xmc3rgy6fnejrfusulxtjbsz4e
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