Skip to main content

2019 | OriginalPaper | Buchkapitel

OceanGraph: Some Initial Steps Toward a Oceanographic Knowledge Graph

verfasst von : Marcos Zárate, Pablo Rosales, Germán Braun, Mirtha Lewis, Pablo Rubén Fillottrani, Claudio Delrieux

Erschienen in: Knowledge Graphs and Semantic Web

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Increasing ocean temperatures severely affects marine species and ecosystems. Among other things, rising temperatures cause coral bleaching and loss of breeding grounds for marine fish and mammals. Motivated by the need to understand better these global problems, researchers from all over the world generated huge amounts of oceanographic data during the last years. However, most of this data remain isolated in their own silos. One approach to provide safe accessibility to these silos is to map local, often database-specific identifiers, to shared global identifiers. This mapping can then be used to build interoperable knowledge graphs (KGs), where entities such as publications, people, places, specimens, environmental variables and institutions are all part of a single, shared knowledge space. This short paper describes one such effort, the OceanGraph KG, including the modeling and publication processes, and the current and prospective uses of the dataset.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Berners-Lee, T., Hendler, J., Lassila, O., et al.: The Semantic Web. Scientific American (2001) Berners-Lee, T., Hendler, J., Lassila, O., et al.: The Semantic Web. Scientific American (2001)
2.
Zurück zum Zitat Paulheim, H.: Knowledge graph refinement: a survey of approaches and evaluation methods. Semant. Web J. 8, 489–508 (2016)CrossRef Paulheim, H.: Knowledge graph refinement: a survey of approaches and evaluation methods. Semant. Web J. 8, 489–508 (2016)CrossRef
3.
Zurück zum Zitat Sequeda, J.F., Kejriwal, M., Lopez, V.: Construction, management and querying. Semant. Web J. (2018). Special Issue on Knowledge Graphs Sequeda, J.F., Kejriwal, M., Lopez, V.: Construction, management and querying. Semant. Web J. (2018). Special Issue on Knowledge Graphs
4.
Zurück zum Zitat Wöß, W., Ehrlinger, L.: Towards a definition of knowledge graphs. In: 12th International Conference on Semantic Systems - SEMANTiCS 2016 (2016) Wöß, W., Ehrlinger, L.: Towards a definition of knowledge graphs. In: 12th International Conference on Semantic Systems - SEMANTiCS 2016 (2016)
5.
Zurück zum Zitat Bizer, C., Heath, T., Berners-Lee, T.: Linked data-the story so far. In: Semantic Services, Interoperability and Web Applications: Emerging Concepts (2009) Bizer, C., Heath, T., Berners-Lee, T.: Linked data-the story so far. In: Semantic Services, Interoperability and Web Applications: Emerging Concepts (2009)
6.
Zurück zum Zitat Malik, T., Foster, I.: Addressing data access needs of the long-tail distribution of geoscientists. In: 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5348–5351. IEEE (2012) Malik, T., Foster, I.: Addressing data access needs of the long-tail distribution of geoscientists. In: 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5348–5351. IEEE (2012)
7.
Zurück zum Zitat Campbell, P.: Data’s shameful neglect. Nature 461(7261), 145 (2009) Campbell, P.: Data’s shameful neglect. Nature 461(7261), 145 (2009)
8.
Zurück zum Zitat Page, R.D.M.: Ozymandias: a biodiversity knowledge graph. bioRxiv (2018) Page, R.D.M.: Ozymandias: a biodiversity knowledge graph. bioRxiv (2018)
9.
Zurück zum Zitat Cheatham, M., et al.: The GeoLink knowledge graph. Big Earth Data (2018) Cheatham, M., et al.: The GeoLink knowledge graph. Big Earth Data (2018)
10.
Zurück zum Zitat Muller-Karger, F.E., et al.: Advancing marine biological observations and data requirements of the complementary essential ocean variables (EOVS) and essential biodiversity variables (EBVS) frameworks. Front. Mar. Sci. 5, 211 (2018)CrossRef Muller-Karger, F.E., et al.: Advancing marine biological observations and data requirements of the complementary essential ocean variables (EOVS) and essential biodiversity variables (EBVS) frameworks. Front. Mar. Sci. 5, 211 (2018)CrossRef
11.
Zurück zum Zitat Pearson, R.G., Dawson, T.P.: Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Glob. Ecol. Biogeogr. 12(5), 361–371 (2003)CrossRef Pearson, R.G., Dawson, T.P.: Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Glob. Ecol. Biogeogr. 12(5), 361–371 (2003)CrossRef
12.
Zurück zum Zitat Wieczorek, J., et al.: Darwin core: an evolving community-developed biodiversity data standard. PLoS ONE 7, 1–8 (2012)CrossRef Wieczorek, J., et al.: Darwin core: an evolving community-developed biodiversity data standard. PLoS ONE 7, 1–8 (2012)CrossRef
13.
Zurück zum Zitat Zárate, M., Braun, G., Fillottrani, P.: Adding biodiversity datasets from argentinian patagonia to the web of data (2017) Zárate, M., Braun, G., Fillottrani, P.: Adding biodiversity datasets from argentinian patagonia to the web of data (2017)
14.
Zurück zum Zitat Zárate, M., Rosales, P., Fillottrani, P., Delrieux, C., Lewis, M.: Oceanographic data management: towards the publishing of Pampa Azul oceanographic campaigns as linked data (2018) Zárate, M., Rosales, P., Fillottrani, P., Delrieux, C., Lewis, M.: Oceanographic data management: towards the publishing of Pampa Azul oceanographic campaigns as linked data (2018)
16.
Zurück zum Zitat Leadbetter, A., Lowry, R., Clements, D.O.: The NERC vocabulary server: version 2.0. In: Geophysical Research Abstracts, vol. 14 (2012) Leadbetter, A., Lowry, R., Clements, D.O.: The NERC vocabulary server: version 2.0. In: Geophysical Research Abstracts, vol. 14 (2012)
17.
Zurück zum Zitat Battle, R., Kolas, D.: Enabling the geospatial semantic web with parliament and GeoSPARQL. Semant. Web 3(4), 355–370 (2012) Battle, R., Kolas, D.: Enabling the geospatial semantic web with parliament and GeoSPARQL. Semant. Web 3(4), 355–370 (2012)
18.
Zurück zum Zitat Krisnadhi, A., et al.: An ontology pattern for oceanographic cruises: towards an oceanographer’s dream of integrated knowledge discovery (2014) Krisnadhi, A., et al.: An ontology pattern for oceanographic cruises: towards an oceanographer’s dream of integrated knowledge discovery (2014)
19.
Zurück zum Zitat W3C. Semantic Sensor Network Ontology (SSN) W3C recommendation (2017) W3C. Semantic Sensor Network Ontology (SSN) W3C recommendation (2017)
20.
Zurück zum Zitat Froese, R., Pauly, D., et al.: Fishbase (2010) Froese, R., Pauly, D., et al.: Fishbase (2010)
Metadaten
Titel
OceanGraph: Some Initial Steps Toward a Oceanographic Knowledge Graph
verfasst von
Marcos Zárate
Pablo Rosales
Germán Braun
Mirtha Lewis
Pablo Rubén Fillottrani
Claudio Delrieux
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-21395-4_3

Premium Partner