Skip to main content
Top

2017 | OriginalPaper | Chapter

EO Big Data Connectors and Analytics for Understanding the Effects of Climate Change on Migratory Trends of Marine Wildlife

Authors : Z. A. Sabeur, G. Correndo, G. Veres, B. Arbab-Zavar, J. Lorenzo, T. Habib, A. Haugommard, F. Martin, J.-M. Zigna, G. Weller

Published in: Environmental Software Systems. Computer Science for Environmental Protection

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper describes the current ongoing research activities concerning the intelligent management and processing of Earth Observation (EO) big data together with the implementation of data connectors, advanced data analytics and Knowledge Base services to a Big Data platform in the EO4Wildlife project (www.​eo4wildlife.​eu). These components support on the discovery of marine wildlife migratory behaviours, some of which may be a direct consequence of the changing Met-Ocean resources and the globe climatic changes. In EO4wildlife, we specifically focus on the implementation of web-enabled advanced analytics web services which comply with OGC standards and make them accessible to a wide research community for investigating on trends of animal behaviour around specific marine regions of interest. Big data connectors and a catalogue service are being installed to enable access to COPERNICUS sentinels and ARGOS satellite big data together with other in situ heterogeneous sources. Furthermore, data mining services are being developed for knowledge extraction on species habitats and temporal behaviour trends. Also, high level fusion and reasoning services which process big data observations are deployed to forecast marine wildlife behaviour with estimated uncertainties. These will be tested and demonstrated under targeted thematic scenarios in EO4wildlife using a Big Data platform a cloud resources.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Arrizabalaga, H., et al.: Global habitat preferences of commercially valuable tuna. Deep Sea Res. Part II 113, 102–112 (2015)CrossRef Arrizabalaga, H., et al.: Global habitat preferences of commercially valuable tuna. Deep Sea Res. Part II 113, 102–112 (2015)CrossRef
2.
go back to reference Druon, J.-N., et al.: Habitat suitability of the Atlantic bluefin tuna by size class: an ecological niche approach. Prog. Oceanogr. 142, 30–46 (2016)CrossRef Druon, J.-N., et al.: Habitat suitability of the Atlantic bluefin tuna by size class: an ecological niche approach. Prog. Oceanogr. 142, 30–46 (2016)CrossRef
3.
go back to reference Pikesley, S.K., et al.: Modelling the niche for a marine vertebrate: a case study incorporating behavioural plasticity, proximate threats and climate change. Ecography 38(8), 803–812 (2015)CrossRef Pikesley, S.K., et al.: Modelling the niche for a marine vertebrate: a case study incorporating behavioural plasticity, proximate threats and climate change. Ecography 38(8), 803–812 (2015)CrossRef
4.
go back to reference Pikesley, S.K., et al.: On the front line: integrated habitat mapping for olive ridley sea turtles in the southeast Atlantic. Divers. Distrib. 19(12), 1518–1530 (2013)CrossRef Pikesley, S.K., et al.: On the front line: integrated habitat mapping for olive ridley sea turtles in the southeast Atlantic. Divers. Distrib. 19(12), 1518–1530 (2013)CrossRef
5.
go back to reference Rees, A.F., Al-Kiyumi, A., Broderick, A.C., Papathanasopoulou, N., Godley, B.J.: Conservation related insights into the behaviour of the olive ridley sea turtle Lepidochelys olivacea nesting in Oman. In: Marine Ecology Progress Series, vol. 450, pp. 195–205 (2012)CrossRef Rees, A.F., Al-Kiyumi, A., Broderick, A.C., Papathanasopoulou, N., Godley, B.J.: Conservation related insights into the behaviour of the olive ridley sea turtle Lepidochelys olivacea nesting in Oman. In: Marine Ecology Progress Series, vol. 450, pp. 195–205 (2012)CrossRef
6.
go back to reference Chambault, P., et al.: The influence of oceanographic features on the foraging behavior of the olive ridley sea turtle Lepidochelys olivacea along the Guiana coast. Prog. Oceanogr. 142, 58–71 (2016)CrossRef Chambault, P., et al.: The influence of oceanographic features on the foraging behavior of the olive ridley sea turtle Lepidochelys olivacea along the Guiana coast. Prog. Oceanogr. 142, 58–71 (2016)CrossRef
7.
go back to reference Mueller, M., Pross, B.: OGC WPS 2.0 Interface Standard, pp. 14–65. OpenGeospatial Consortium Inc, OGC (2015) Mueller, M., Pross, B.: OGC WPS 2.0 Interface Standard, pp. 14–65. OpenGeospatial Consortium Inc, OGC (2015)
8.
go back to reference Merkel, D.: Docker: lightweight Linux containers for consistent development and deployment. Linux J. 2014(239), 2 (2014) Merkel, D.: Docker: lightweight Linux containers for consistent development and deployment. Linux J. 2014(239), 2 (2014)
Metadata
Title
EO Big Data Connectors and Analytics for Understanding the Effects of Climate Change on Migratory Trends of Marine Wildlife
Authors
Z. A. Sabeur
G. Correndo
G. Veres
B. Arbab-Zavar
J. Lorenzo
T. Habib
A. Haugommard
F. Martin
J.-M. Zigna
G. Weller
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-89935-0_8

Premium Partner