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Climate Data Lake: Empower...
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Climate Change is happenin...
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Source: National Geographic
At the Ice Caps…
From Chasing Ice
by James Bal...
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And in the
Oceans…
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Weather is Nature’s clock
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And the clock is shifting
...
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English Oak Winter Moth Pi...
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…the study of the timing o...
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Acadia National Park
Sourc...
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Citizen Science, the “Ha...
11© Copyright 2013 Pivotal. All rights reserved.
Challenges impeding scientific progress
 A multitude of disparate data s...
12© Copyright 2013 Pivotal. All rights reserved.
Challenges to encouraging citizen science
 Different infrastructures for...
13© Copyright 2013 Pivotal. All rights reserved.
EMC Federation teams up with Earthwatch
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Objectives
• Authoritative, curated data repository
• Shared analysis pla...
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Climate Data Lake
PL/X
Hadoop++
Data
Data Lake Foundation
Explore
CloudFo...
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The kick-off expedition at Acadia
17© Copyright 2013 Pivotal. All rights reserved.
Post kick-off activities
• Established partnerships with data providers
•...
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What’s next
• Pursuing the “full vision” using Federation Technologies
• ...
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20© Copyright 2013 Pivotal. All rights reserved.
Learn More
• White House Press Release:
Harnessing Climate Data to Boost
...
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The Team
@alyssacaddle1
@stevendozen
@johncardente
@lilewite
@being_bayes...
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Climate Data Lake: Empowering Citizen Scientists in Acadia National Park

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Learn how EMC and Pivotal are teaming up to empower citizen scientists @ Acadia National Park to study climate change and its influence on phenology in the park, by building a Climate Data Lake.

Veröffentlicht in: Daten & Analysen
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Climate Data Lake: Empowering Citizen Scientists in Acadia National Park

  1. 1. 1© Copyright 2013 Pivotal. All rights reserved. 1© Copyright 2013 Pivotal. All rights reserved. Climate Data Lake: Empowering Citizen Scientists in Acadia National Park Srivatsan Ramanujam Principal Data Scientist, Pivotal @being_bayesian John Cardente Distinguished Engineer/Lead Data Scientist, EMC @johncardente 19-Feb-2015
  2. 2. 2© Copyright 2013 Pivotal. All rights reserved. 2© Copyright 2013 Pivotal. All rights reserved. Climate Change is happening Source: NASA
  3. 3. 3© Copyright 2013 Pivotal. All rights reserved. Source: National Geographic At the Ice Caps… From Chasing Ice by James Balog
  4. 4. 4© Copyright 2013 Pivotal. All rights reserved. And in the Oceans…
  5. 5. 5© Copyright 2013 Pivotal. All rights reserved. 5© Copyright 2013 Pivotal. All rights reserved. Weather is Nature’s clock
  6. 6. 6© Copyright 2013 Pivotal. All rights reserved. 6© Copyright 2013 Pivotal. All rights reserved. And the clock is shifting Source: EPA
  7. 7. 7© Copyright 2013 Pivotal. All rights reserved. 7© Copyright 2013 Pivotal. All rights reserved. English Oak Winter Moth Pied Flycatcher Both et al. 2006 Nature EARLIER SAME TIME EACH YEAR Disrupting species interactions
  8. 8. 8© Copyright 2013 Pivotal. All rights reserved. 8© Copyright 2013 Pivotal. All rights reserved. …the study of the timing of recurring plant and animal life- cycle stages, or phenophases, and their relationship to environmental conditions. Phenology Source: USA National Phenology Network
  9. 9. 9© Copyright 2013 Pivotal. All rights reserved. 9© Copyright 2013 Pivotal. All rights reserved. Acadia National Park Source: Wikipedia A key phenology observation point
  10. 10. 10© Copyright 2013 Pivotal. All rights reserved. 10© Copyright 2013 Pivotal. All rights reserved. Citizen Science, the “Hadoop” of Phenology
  11. 11. 11© Copyright 2013 Pivotal. All rights reserved. Challenges impeding scientific progress  A multitude of disparate data sources  Different approaches to data conditioning  Different analysis platforms and scripts Inconsistent data treatment distracts the scientific debate from the findings!
  12. 12. 12© Copyright 2013 Pivotal. All rights reserved. Challenges to encouraging citizen science  Different infrastructures for data collection  Unable to see how contributions help science  Inability to analyze the data and collaborate with scientists Missing a feedback loop to encourage and engage citizen scientists
  13. 13. 13© Copyright 2013 Pivotal. All rights reserved. EMC Federation teams up with Earthwatch
  14. 14. 14© Copyright 2013 Pivotal. All rights reserved. Objectives • Authoritative, curated data repository • Shared analysis platform and software libraries • Web portals to – Show citizen scientists how contributions benefit science – Present data visualization and exploration tools – Provide access to data sets for volunteer analysis – Offer common data collection APIs and interfaces – Host forums to interact with leading scientists
  15. 15. 15© Copyright 2013 Pivotal. All rights reserved. Climate Data Lake PL/X Hadoop++ Data Data Lake Foundation Explore CloudFoundry Collect Isilon ECS
  16. 16. 16© Copyright 2013 Pivotal. All rights reserved. The kick-off expedition at Acadia
  17. 17. 17© Copyright 2013 Pivotal. All rights reserved. Post kick-off activities • Established partnerships with data providers • Stood up initial Data Lake platform • Active collaboration across all participants on data conditioning, analysis, feature selection, and visualization • Launching an initial web presence in March
  18. 18. 18© Copyright 2013 Pivotal. All rights reserved. What’s next • Pursuing the “full vision” using Federation Technologies • Talking with other potential corporate sponsors • Exploring ways to expand support to other climate and academic projects
  19. 19. 19© Copyright 2013 Pivotal. All rights reserved. 19© Copyright 2013 Pivotal. All rights reserved.
  20. 20. 20© Copyright 2013 Pivotal. All rights reserved. Learn More • White House Press Release: Harnessing Climate Data to Boost Ecosystem & Water Resilience • Pivotal Blog: Pivotal Data Science Looks at Climate Change @ Acadia NP • EMC Reflections Blog: Big Data vs. Climate Change BlogsEMC TV video
  21. 21. 21© Copyright 2013 Pivotal. All rights reserved. The Team @alyssacaddle1 @stevendozen @johncardente @lilewite @being_bayesian @maryanngarwood @emctv @TheMatthewNolan @johnnysuire @sriauggie31 @earthwatch_org @schoodicinst @hwschoodic + many more (not on twitter ) !

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