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Collaborative Science with LEAP-Pangeo Tim Hermans & Julius Busecke | Summer Lecture in Climate Data Science | LEAP ...an origin story

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Agile Science Idea 💡 Result ✅ Tech/Infrastructure limited Understanding limited

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LEAP-Pangeo https://leap-stc.github.io/intro.html

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Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.

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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!

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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

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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

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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 💪😍

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Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.

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Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd. I am missing some of the CMIP data

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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.

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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

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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

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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!

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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!

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Scientist with Amazing Ideas Data and Compute Manager, who is also a CMIP nerd.

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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

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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

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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

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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

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Need Data? Lets get it into the cloud! All starts with an issue!