:children_crossing: Walkthrough on using RioXarray IterDataPipes - Githubissues

weiji14 / zen3geo

The 🌏 data science library you've been waiting for~

http://zen3geo.rtfd.io/en/latest/walkthrough.html

GNU Lesser General Public License v3.0

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:children_crossing: Walkthrough on using RioXarray IterDataPipes #8

Closed weiji14 closed 2 years ago

weiji14 commented 2 years ago

Initial tutorial for an Earth Observation data pipeline using torchdata! Using example Sentinel-2 dataset over Singapore.

Preview at https://weiji14.github.io/zen3geo/walkthrough.html

Sentinel-2 image over Singapore on 20220115

Extends #6

TODO:

[x] Install STAC related dependencies
[x] Loading Cloud-Optimized GeoTIFFs from STAC
[x] Constructing a DataPipe
[x] Looping through DataPipe

References:

Official DataPipe tutorial at https://pytorch.org/data/0.4.0/tutorial.html
Structure adapted from https://icesat-2.hackweek.io/tutorials/DataVisualization/dataviz2d.html