Beyond just open
Accelerating Science with Open Source | Julius Busecke | 06/22/2023
Modern science should be creative, fast, and fun for
everyone.
M²LInES
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Climate Simulations
Big Data that a
ff
ects everyone living on this planet!
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It all starts with open data
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It all starts with open data
But that is not enough!
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Climate Science needs to be creative and fast!
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Climate Science needs to be creative and fast!
But we spend much of our time transferring data!
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Fast and fun = Better Science
Creative
+
Novel
Ideas
New
Results
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Fast and fun = Better Science
Creative
+
Novel
Ideas
New
Results
Agile
Science
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Fast and fun = Better Science
Creative
+
Novel
Ideas
Analysis Ready Data
Scalable Compute on demand
New
Results
Agile
Science
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Fast and fun = Better Science
Creative
+
Novel
Ideas
Analysis Ready Data
Scalable Compute on demand
New
Results
Agile
Science
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E
ff
icient and fast access to arrays in object store
Easy parallelization -> fast iteration on analysis
Flexible scienti
f
ic data structure for arrays
Crowd Sourced Cleaning + Combining
Your favorite code to analyze/interpret
🎁
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Reproducible IPCC Science in Minutes
IPCC Chapter 9
~2 minutes
on LEAP-Pangeo
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Learn Climate Science on real climate data
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Diverse perspectives make climate science better!
Private Sector Education Public Sector Academia
Progress on Climate Change Mitigation and Adaptation
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How can we sustainably fund the
OSS development +
infrastructure?
How can we implement some
form of
f
inancial solidarity with
less privileged (future) scientists?
@JuliusBusecke
jbusecke
[email protected]
juliusbusecke.com
@JuliusBusecke
https://pangeo.io