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Coverages, JSON-LD and RDF Data Cubes

Jon D. Blower, Maik Riechert
2016 International Conference Geographic Information Science  
There is considerable current interest in helping the wider Web community use coverage data, by providing data in more general formats such as JSON and RDF, and by using commonly-accepted vocabularies.  ...  Many kinds of scientific data, including satellite imagery, climate simulations and sensor data, can be represented as coverages, which are essentially mappings from points in space and time to data values  ...  CovJSON makes use of JSON-LD [9] , a means of representing RDF data in JSON.  ... 
dblp:conf/giscience/BlowerR16 fatcat:r6xoyg76q5epxptmjpqczyjrru

SemNExT: A Framework for Semantically Integrating and Exploring Numeric Analyses

Evan W. Patton, Elisabeth Brown, Matthew Poegel, Hannah De Los Santos, Chris Fasano, Kristin P. Bennett, Deborah L. McGuinness
2015 International Semantic Web Conference  
Our results are encoded as RDF graphs that may be used as input to reasoners and may drive provenance-aware visualizations.  ...  It can augment scientific findings with existing data sources in a reproducible manner through provenance capture, as well as enable further analysis and deduction through computer and human understandable  ...  Patton was supported by an NSF Graduate Research Fellowship and RPI internal funds. Ms. Brown, Ms. H. De Los Santos and Dr. Bennett were supported by NSF Grant 1331023 and RPI internal funds.  ... 
dblp:conf/semweb/PattonBPSFBM15 fatcat:rtp73p4vs5bt7nx3v4pg75ykpe

Requirements on Linked Data Consumption Platform

Jakub Klímek, Petr Skoda, Martin Necaský
2016 The Web Conference  
of national open data portals, lots of datasets are discoverable and accessible using their DCAT-AP metadata in RDF.  ...  We survey 8 relevant and currently available tools based on their coverage of the identified requirements.  ...  ACKNOWLEDGMENTS This work was supported in part by the Czech Science Foundation (GA ČR), grant number 16-09713 and in part by the project SVV-2016-260331.  ... 
dblp:conf/www/KlimekSN16 fatcat:qcpgg3ep2nbtrlvhe5pgtmtula

Visualizing statistical linked knowledge for decision support

Adrian M.P. Braşoveanu, Marta Sabou, Arno Scharl, Alexander Hubmann-Haidvogel, Daniel Fischl, Aba-Sah Dadzie, Emmanuel Pietriga, Aba-Sah Dadzie, Emmanuel Pietriga
2016 Semantic Web Journal  
This article introduces a methodology to integrate and visualize cross-domain statistical data sources by applying selected RDF Data Cube (QB) principles.  ...  Statistical data underpins a broad range of such cross-domain decision tasks.  ...  Acknowledgements The research presented in this article has received funding from the European Union's 7th Framework Programme for Research, Technology Development and Demonstration as part of the ASAP  ... 
doi:10.3233/sw-160225 fatcat:uz43xjyxubhf3ov5qluq4uvf74

D5.2 Design, implementation and deployment of research object services – phase I

Raul Palma, Soumya Brahma, Malgorzata Wolniewicz
2022 Zenodo  
RELIANCE is leveraging data cubes to provide earth scientists with an efficient and scalable structured data access and discovery.  ...  As described in D4.1, Data Cubes are becoming a reference service to provide a data access infrastructure and a reference set of tools for geospatial data management, mostly related to the access and exploitation  ...  According to the metadata model proposed for Data Cubes in D4.1, there is a coverage metadata layer in Data Cubes to cover these dimensions.  ... 
doi:10.5281/zenodo.6260936 fatcat:w6s5s2tm4ngdhbexdjnbqiah6m

Supporting the Linked Data Life Cycle Using an Integrated Tool Stack [chapter]

Bert Van Nuffelen, Valentina Janev, Michael Martin, Vuk Mijovic, Sebastian Tramp
2014 Lecture Notes in Computer Science  
We will show how to get access; which component covers which aspect of the Linked Data life cycle and how using the stack eases the access to Linked Data management tools.  ...  Therefore the creation, management, curation and publication of Linked Data are critical aspects for an application's success. For all of these aspects the LOD2 project provides components.  ...  The RDF Data Cube Validation Tool aims at speeding-up the processing and publishing of Linked Data in RDF Data Cube format.  ... 
doi:10.1007/978-3-319-09846-3_6 fatcat:dnn5ivd4czardemfkjhul32hc4

D5.1 RO Model Adapted to EOSC

Oscar Corcho, Esteban González, Daniel Garijo, Raul Palma
2021 Zenodo  
One of the key characteristics of the proposed RO specification is that it is data-cube centric, as a fundamental differentiating principle of the Earth Science communities that are supported by RELIANCE  ...  Finally, RELIANCE-RO will be the basis for the implementation of the RELIANCE RO repository (ROHub), and hence compatibility is also looked for during its implementation.  ...  The main difference of this specification with respect to the previous ones is that it uses, by default, JSON-LD (a web developer-friendly serialization of RDF) and extends (a popular markup  ... 
doi:10.5281/zenodo.4913285 fatcat:h3odi7fysbfitbsvvwf65wyxsm

New Model for Geospatial Coverages in JSON [chapter]

Joan Maso, Alaitz Zabala Torres, Peter Baumann
2019 Exploring the Convergence of Big Data and the Internet of Things  
The combination of a coverage implementation schema in JSON, binary arrays, and HTML5 canvas makes it possible that web map browsers can be directly implemented in JavaScript.  ...  The standard used to describe and distribute coverages is called web coverage service (WCS).  ...  Context documents that are used in CIS instances to describe the JSON files in a way that a JSON-LD engine can automatically transform the JSON CIS documents to a RDF encoding.  ... 
doi:10.4018/978-1-5225-8446-9.ch015 fatcat:jojbluna3jdc5axucy5txkysya

Towards a Linked-Data based Visualization Wizard

Ghislain Auguste Atemezing, Raphaël Troncy
2014 International Semantic Web Conference  
and to recommend visualizations for data samples.  ...  They can often be consumed and accessed by different means such as API access, bulk download or as linked data fragments, but most of the time, a SPARQL endpoint is also provided.  ...  Mashup tools can be integrated into the LD wizard to combine different visual views. -Generic RDF visualization tools: they typically support data browsing and entity rendering.  ... 
dblp:conf/semweb/AtemezingT14 fatcat:3seru46xxfcj3hz2hx4w6hosri

Efficient Analytical Queries on Semantic Web Data Cubes [article]

Lorena Etcheverry, Alejandro A. Vaisman
2017 arXiv   pre-print
Once data cubes are represented on the SW, we need tools to analyze them. However, writing efficient analytical queries over SW cubes demands a deep knowledge of RDF and SPARQL.  ...  Multidimensional data are typically represented as data cubes, and exploited using Online Analytical Processing (OLAP) techniques.  ...  Regarding the first challenge, the RDF Data Cube Vocabulary [1] (QB) is the current W3C standard to represent statistical data following LD principles.  ... 
arXiv:1703.07213v1 fatcat:ujerzz4qejhstkqjsob3fbyb3a

Best practices for publishing, retrieving, and using spatial data on the web

Linda van den Brink, Payam Barnaghi, Jeremy Tandy, Ghislain Atemezing, Rob Atkinson, Byron Cochrane, Yasmin Fathy, Raúl García Castro, Armin Haller, Andreas Harth, Krzysztof Janowicz, Şefki Kolozali (+9 others)
2018 Semantic Web Journal  
Data owners are creating an ever richer set of information resources online, and these are being used for more and more applications.  ...  However, the heterogeneity and the peculiarities of spatial data, such as the use of different coordinate reference systems, make it difficult for data users, Web applications, and services to discover  ...  Acknowledgements The authors express their sincere gratitude to all the participants in the W3C/OGC Spatial Data on the Web Working Group, who contributed to the work discussed in this paper.  ... 
doi:10.3233/sw-180305 fatcat:ohzj4wj3j5gsto5q4bsecttfni

D4.1 Data Cube Metadata Model

Oscar Corcho, Esteban González, Daniel Garijo
2021 Zenodo  
This document describes the machine-readable metadata model that we propose for the description of FAIR Data Cubes, as an essential component in the data-cube-centric Research Objects that will be managed  ...  approach based on three key and complementary technologies: i) Research objects (RO) as the overarching mechanism to manage scientific research activities; ii) data cubes as the mechanisms enabling an  ...  for the purpose of representing data cubes, but are explicitly discarded from our analysis because of the reasons presented below: -The W3C RDF Data Cube vocabulary (  ... 
doi:10.5281/zenodo.5024537 fatcat:kvr6icmh45colatmcg3xos5uuu

Remote Sensing [chapter]

Miguel Ángel Esbrí
2021 Big Data in Bioeconomy  
Thereafter, we discuss the most commonly open data formats used to store and share the data.  ...  initiatives like the five Copernicus-related Data and Information Access Services and Sentinel Hub.  ...  Alternative response formats such as RDF/XML, Turtle, JSON-LD and GeoJSON (OGC 17-003) are available as well. SRU-style bindings and W3C linked data platform bindings are available as well.  ... 
doi:10.1007/978-3-030-71069-9_4 fatcat:vfmeehdthrd2xjiucuvwh3y5b4

Introduction to Linked Data and Its Lifecycle on the Web [chapter]

Axel-Cyrille Ngonga Ngomo, Sören Auer, Jens Lehmann, Amrapali Zaveri
2014 Lecture Notes in Computer Science  
The term Linked Data refers to a set of best practices for publishing and interlinking structured data on the Web.  ...  We conclude the chapter with a discussion of issues, limitations and further research and development challenges of Linked Data.  ...  In particular, we would like to thank Christian Bizer and Tom Heath, whose Chaper 2 of the book 'Linked Data -Evolving the Web into a Global Data Space' [53] served as a blueprint for Section 2; Sebastian  ... 
doi:10.1007/978-3-319-10587-1_1 fatcat:2vba6rydjvehro3cwcakafnn5e

Semantic Web und Linked Data: Generierung von Interoperabilität in archäologischen Fachdaten am Beispiel römischer Töpferstempel

Florian Thiery, Prof. Dr. Phil. Kai-Christian Bruhn, I3mainz, RGZM, Allard Mees, Guido Heinz, Fachhochschule Mainz, Prof. Dr. Phil. Kai-Christian Bruhn
2013 Zenodo  
The thesis demonstrates a migration of data as well as possibilities and problems of modelling attributes and relationships using existing LOD concepts and controlled vocabularies as well as novel self-developed  ...  The subject matter of this master thesis is using current technologies in interoperable data management, in particular the illustration of the potential of Linked Open Data (LOD) and semantic modelling  ...  , RDF), wie Linked Open Data (RDF).  ... 
doi:10.5281/zenodo.3741730 fatcat:fe2nuhcazvex5igqnawqy6z6he
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