Collaborative Science with LEAP-Pangeo

Slides for "2024-05-30_Collaborative Science with LEAP-Pangeo" presented at LEAP Lectures in Climate Data Science on May 30, 2024 by Julius Busecke.

Transcript

1. Collaborative Science with LEAP-Pangeo Tim Hermans & Julius Busecke | Summer Lecture in Climate Data Science | LEAP ...an origin story
2. Agile Science Idea 💡 Result ✅ Tech/Infrastructure limited Understanding limited
3. LEAP-Pangeo https://leap-stc.github.io/intro.html
4. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.
5. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I have a cool idea how to use the Cloud CMIP data!
6. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I have a cool idea how to use the Cloud CMIP data! Nice! Id love to help where I can, but have limited time. Lets work on the LEAP-Pangeo Jupyter Hub
7. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I have a cool idea how to use the Cloud CMIP data! Nice! Id love to help where I can, but have limited time. Lets work on the LEAP-Pangeo Jupyter Hub Great. Ill organize everything into a GH repo
8. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I have a cool idea how to use the Cloud CMIP data! Nice! Id love to help where I can, but have limited time. Lets work on the LEAP-Pangeo Jupyter Hub Great. Ill organize everything into a GH repo 💪😍
9. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.
10. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data
11. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data **Frantic Data Ingestion Noises** Ok I got some more, but need to improve some stu ff on my end.
12. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data **Frantic Data Ingestion Noises** Ok I got some more, but need to improve some stu ff on my end. Some Fresh CMIP6 data in the cloud
13. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data **Frantic Data Ingestion Noises** Ok I got some more, but need to improve some stu ff on my end. Some Fresh CMIP6 data in the cloud Nice, I can work with this for now
14. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data **Frantic Data Ingestion Noises** Ok I got some more, but need to improve some stu ff on my end. Some Fresh CMIP6 data in the cloud Nice, I can work with this for now Check this out!
15. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data **Frantic Data Ingestion Noises** Ok I got some more, but need to improve some stu ff on my end. Some Fresh CMIP6 data in the cloud Nice, I can work with this for now Check this out! Whoa. Nice!
16. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.
17. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. Some More Fresh CMIP6 data in the cloud Took me a bit, but I have improved the ingestion and got some more data from ESGF
18. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. Cool rerunning the analysis on the Hub, brb. Some More Fresh CMIP6 data in the cloud Took me a bit, but I have improved the ingestion and got some more data from ESGF
19. Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. Cool rerunning the analysis on the Hub, brb. Some More Fresh CMIP6 data in the cloud Took me a bit, but I have improved the ingestion and got some more data from ESGF
20. Necessary ingredients for this collaboration Open Data Everyone can reproduce these results! Even halfway around the world Central Code Sharing + Discussion Github even for the smallest of projects! Being able to pick up where others left o ff will save you much time in the long run Identical Software Environment Use the Pangeo images or make your own! If you share your environment it is 💯 times easier to help and get involved Challenges Literally an ocean in between us! Very di ff erent availability (time, duration) Di ff erent Expertise
21. Need Data? Lets get it into the cloud! All starts with an issue!