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
Recording is now up! β―οΈ zen3geo: Guiding Earth Observation π data on its path to enlightenment!
https://www.youtube.com/watch?v=8uhOtQUTuDg
Yes, this is yet another geospatial machine learning library, with a UNIX-y design pattern twist that makes things lightweight but powerful. Keen to see more people use zen3geo for complex multi-modal data pipelines!
#gischat #GeoSpatial #DataPipe #Python #Pytorch #TorchData #Pangeo #EarthObservation #MachineLearning #GeoML
#gischat #geospatial #DataPipe #python #pytorch #torchdata #pangeo #EarthObservation #machinelearning #geoml
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
Do I know anyone at #DataPipe Inc. (AS14492) - now #Rackspace - who can help me figure out if an email server is legit?