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Exploring the Effects of Climate 
Change on Marine Species using 
Linked Data 
Presented by SQURLs: Arne Martin Klemenz 
B...
Threats to Marine Biodiversity 
Coll M, Piroddi C, Steenbeek J, Kaschner K, Ben Rais Lasram F, et al. (2010) The Biodivers...
Research Problem: view-point of a marine 
biologist 
How do I use various datasets from multiple disciplines 
(climate, en...
What we want to do... 
● Explore the temporal changes in environmental 
factors at a specific location/ecosystem 
● Explor...
Current average temp.: 11°C 
Current average salinity: ~2.0% 
Species: 
Current average temp.: 18°C 
Current average salin...
Technical Details
Linked datasets we have
Schema extension
Design Architecture 
Temperature and 
salinity 
measurements 
WEB API and Visualization
Demo
Future Directions 
● Incorporate other factors (pollution, human 
activities, etc) and explore their effects on 
marine bi...
Ευχαριστώ 
πολύ! 
Vielen Dank! 
Hvala! 
Dhanyavād! 
Special thanks to our tutors: Irini Fundulaki, Nikos Minadakis, Maribe...
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Exploring effects of climate change on marine species using LD - ESWC SSchool 14 - Student project

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Exploring effects of climate change on marine species using LD - ESWC SSchool 14 - Student project

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Exploring effects of climate change on marine species using LD - ESWC SSchool 14 - Student project

  1. 1. Exploring the Effects of Climate Change on Marine Species using Linked Data Presented by SQURLs: Arne Martin Klemenz Brian Mitchell Prashant Gupta Tamara Bobic
  2. 2. Threats to Marine Biodiversity Coll M, Piroddi C, Steenbeek J, Kaschner K, Ben Rais Lasram F, et al. (2010) The Biodiversity of the Mediterranean Sea: Estimates, Patterns, and Threats. PLoS ONE 5(8)
  3. 3. Research Problem: view-point of a marine biologist How do I use various datasets from multiple disciplines (climate, environment and natural disaster) to explore the possible threats to marine biodiversity?
  4. 4. What we want to do... ● Explore the temporal changes in environmental factors at a specific location/ecosystem ● Explore which invasive species might migrate from other ecosystems due to environmental changes ● Discover predator/prey relationships among the indigenous and invasive species
  5. 5. Current average temp.: 11°C Current average salinity: ~2.0% Species: Current average temp.: 18°C Current average salinity: ~3.9% Species: Predator relation: is predator of
  6. 6. Technical Details
  7. 7. Linked datasets we have
  8. 8. Schema extension
  9. 9. Design Architecture Temperature and salinity measurements WEB API and Visualization
  10. 10. Demo
  11. 11. Future Directions ● Incorporate other factors (pollution, human activities, etc) and explore their effects on marine biodiversity ● Infer relationships and compatibilities among various ecosystems based on their marine species ● Visualizations of various environmental factors on marine diversity both on temporal and spatial dimension
  12. 12. Ευχαριστώ πολύ! Vielen Dank! Hvala! Dhanyavād! Special thanks to our tutors: Irini Fundulaki, Nikos Minadakis, Maribel Acosta and the iMarine project for providing us with the data.

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