εε · @weiji14
51 followers · 48 posts · Server mastodon.nzβ―οΈ #zen3geo v0.6.1. Quick patch release with full support for π Python 3.11! Made a couple of bug fixes π to DatashaderRasterizer (for turning points/lines/polygons to pixel masks based on a template raster). Also sneaked in a tiny enhancement β¨ to XpySTACAssetReader (which wraps around `xarray.open_dataset`) to work without xpystac π. Find out more in the release notes at https://zen3geo.readthedocs.io/en/v0.6.1/changelog.html.
@pytorch #TorchData #Python #DataShader #xarray #gischat #geospatial #datapipeline #computervision
#zen3geo #torchdata #python #datashader #xarray #gischat #geospatial #datapipeline #computervision
εε · @weiji14
53 followers · 47 posts · Server mastodon.nz
β―οΈ #zen3geo v0.6.0. Scale to new heights if you dare. Open π STAC Assets backed by Zarr, NetCDF or CloudOptimizedGeoTIFF files using the new XpySTACAssetReader DataPipe. Attempt super-resolution π with the walkthrough on handling multi-resolution CMIP6 climate data from CarbonPlan over the Philippines π΅π at https://zen3geo.readthedocs.io/en/v0.6.0/multi-resolution.html. Clarity, seek it, give it π₯½
@zarr #STAC #NetCDF #CloudOptimizedGeoTIFF #xarray @pytorch #DataPipe #SuperResoluton #MultiResolution #CarbonPlan #CMIP6 #ClimateModel
#zen3geo #STAC #netcdf #cloudoptimizedgeotiff #xarray #DataPipe #superresoluton #multiresolution #carbonplan #cmip6 #ClimateModel
εε · @weiji14
37 followers · 32 posts · Server mastodon.nz
Morning: Will be at my poster from 9-12. Come ask me about geospatial machine learning, data pipelines and cloud-native geospatial! https://agu.confex.com/agu/fm22/meetingapp.cgi/Paper/1094759
Afternoon: Gonna check out the exhibit booths to see if I spot any Frontier Development Lab folks, and will be coding away at Pod 5 for the Earthdata login filesystem hackathon https://discourse.pangeo.io/t/cloud-computing-using-nasa-earthdata-with-earthdata-login/2434/1
#agu22 #eochat #gischat #torchdata #zen3geo #edlfs #fdl22
δΌε · @weiji14
20 followers · 18 posts · Server mastodon.nz
Slides for my β―οΈ #zen3geo #Pangeo #ML talk on π #geospatial data pipelines are at https://hackmd.io/@weiji14/2022zen3geo. π½οΈ Video will come once I get the recording!
- Walkthrough: https://zen3geo.readthedocs.io/en/v0.5.0/walkthrough.html
- Install: https://anaconda.org/conda-forge/zen3geo
- Discuss: https://github.com/weiji14/zen3geo/discussions
#gischat #DataScience #MachineLearning #STAC #CloudNativeGeoSpatial #EarthObservation #torchData #DataPipe #xarray #Python #FOSS #ML4EO
#zen3geo #pangeo #ml #geospatial #gischat #datascience #machinelearning #STAC #CloudNativeGeoSpatial #EarthObservation #torchdata #DataPipe #xarray #python #FOSS #ML4EO
δΌε · @weiji14
20 followers · 18 posts · Server mastodon.nzGiving a talk on 7 Nov 2022 at 17:00 (UTC) about β―οΈ #zen3geo: Guiding Earth Observation π data on its path to enlightenment. Learn about #torchdata #DataPipes for #geospatial #machinelearning! More info at https://discourse.pangeo.io/t/monday-november-07-2022-machine-learning-working-group-presentation-zen3geo-guiding-earth-observation-data-on-its-path-to-enlightenment-by-wei-ji-leong/2883
P.S. I'm now over at https://mastodon.nz/@weiji14
#zen3geo #torchdata #DataPipes #geospatial #machinelearning