Scipy 2022 - Cutting Edge Climate Science in the Cloud with Pangeo

https://github.com/jbusecke/presentation_scipy_2022_cmip

Transcript

1. Cutting Edge Climate Science in the Cloud with Pangeo Scipy | July 2022 | Julius Busecke
2. Who am I? Physical Oceanographer Studies the role of ocean currents for the climate and ecosystems. Associate Research Scientist - Columbia University Core-Maintainer of xgcm Core-Maintainer of xMIP Maintainer of the Pangeo CMIP6 data Pangeo Fan, User, and Member
3. Source: https://www.un.org/en/global-issues/climate-change
5. Observations
6. Observations Models Models
7. Observations Models Models Theory 🧑🔬📚🌍 Understanding more about our planet
8. 8 Credit: NASA's Goddard Space Flight Center
9. 8 Credit: NASA's Goddard Space Flight Center
10. 8 Credit: NASA's Goddard Space Flight Center https://earthdata.nasa.gov/eosdis/cloud-evolution SWOT NISAR
11. Climate Models
12. Increasing Resolution and Complexity
13. Climate Science: A global distributed effort
14. Download Clean and Combine Crunch the data Interpret Results
16. Download Clean and Combine Crunch the data Interpret Results ⏳💸🚫
17. Download Clean and Combine Crunch the data Interpret Results
18. Download Clean and Combine Crunch the data Interpret Results
19. Download Clean and Combine Crunch the data Interpret Results
20. Download Clean and Combine Crunch the data Interpret Results
21. Download Clean and Combine Crunch the data Interpret Results ❌
22. CMIP6 Cloud Dataset • Pangeo partnered with ESGF and Google Cloud to provide a new public dataset • > 1 PB and counting • Data stored in Zarr format • Google provides free hosting in GCS • Mirrored on AWS https://pangeo-data.github.io/pangeo-cmip6-cloud/
23. E ff icient and fast access to arrays in object store Easy parallelization -> fast iteration on analysis Flexible scienti f ic data structure Crowd Sourced Cleaning + Combining Your favorite code to analyze/interpret 🎁
24. https://github.com/jbusecke/present a tion_scipy_2022_cmip Demo
26. Start exploring CMIP6 data now!
27. If you run into issues with CMIP data please check out xMIP!