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Managing Planetary Scale Archives in the Cloud Weds, 9/28 - 3:25 PM ET 2022.satsummit.io/agenda#28-1525… 🛰️Aimee Barciauskas developmentseed 🛰️Tom Augspurger Microsoft Planetary Computer 🛰️@_VincentS_ developmentseed 🛰️Monica Youngman, NOAA NCEI 🛰️Michele Thornton, Oak Ridge Lab #SatSummit2022

What's happening? We're about to hear from @LeahAWasser at the community meeting in an hour! discourse.pangeo.io/t/wednesday-oc…

In the near term, we’re looking to hire two engineers to help us build our first products. My DMs are open for any questions about these positions. earthmover.io/posts/earthmov…

Pandas DataFrame output is now available for all sklearn transformers (in dev)! scikit-learn.org/dev/auto_examp… This will make running pipelines on dataframes soo much easier, and provides better ways to track feature names! thanks to Thomas J. Fan Guillaume Lemaitre and Christian Lorentzen!

Dask is trying out a monthly demo showcase. Interested in sharing your work in a 5-10 minute demo to the broader community? Engage on this thread, or in this GitHub issue: github.com/dask/community… I'd like to get a good mix of dev tools and use cases. Please don't be shy!

Today's Pangeo Showcase will be at **12PM EDT**. An earlier post listed the incorrect time. 🤦 We're excited to hear @matthmohr and Alexander Jacob talk about openEO Platform! discourse.pangeo.io/t/wednesday-oc…

Are you a senior level software engineer? Come work at @microsoft and build the Planetary Computer with us! aka.ms/build-the-plan…

I'm a sucker for discussions on risk vs. uncertainty, but I'd recommend anyone listen to this episode.

Do I know anyone using GOES-GLM data goes-r.gov/spacesegment/g…? Are people doing any kind of longer time-series analysis with data from many files, or are you typically just using one file at a time?

All are welcome to join us at the next Pangeo Showcase at the Community meeting where we welcome Joris Van den Bossche to discuss advances in GeoPandas. discourse.pangeo.io/t/wednesday-no…

I made a small CLI tool for downloading a SpatioTemporal Asset Catalog item's assets from the Planetary Computer: github.com/gadomski/pc-rs/ If you use it, let me know what you think! 🦀

I'm excited to announce pygris, a new #Python package to help you work with U.S. Census Bureau geographic datasets (and other resources)! Read the docs: walker-data.com/pygris/ Try out pygris on Colab: colab.research.google.com/drive/1HplgI2J… Source code: github.com/walkerke/pygris #pydata #gischat

Come work with Julia Kent, Scott Henderson, Jessica Scheick, Alan Snow and me on improving Xarray satellite data workflows for a PAID summer internship at NCAR! See project 8: www2.cisl.ucar.edu/outreach/inter… for a description but the forecast is "cloudy with a chance of Dask"

For those at AMS, I'll be presenting (virtually) on the Planetary Computer at 10:45: ams.confex.com/ams/103ANNUAL/…

Planetary Computer Release (January 2023): tomaugspurger.github.io/posts/pc-janua…

Debugging a dask-geopandas performance issue, which turned out to be a data partitioning issue: tomaugspurger.github.io/posts/dask-geo…

Finally got around to writing a blogpost on flox. Faster groupby/binning/resampling/climatologies with Xarray and/or Dask described at xarray.dev/blog/flox See flox.readthedocs.io/en/latest/intr… for quick examples

Some personal news: I'm looking for a job! tomaugspurger.net/posts/leaving-… Some of my (very talented) former teammates are also looking for a job, so reach out if you're hiring!

Icechunk's design solves so many of the headaches we faced when trying to update Zarr datasets on the Planetary Computer. Check it out!