Usage examples for all datasets listed in the Registry of Open Data on AWS using Amazon SageMaker Studio Lab.
Sentinel-2
Tutorials
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Detecting deforestation using unsupervised K-means clustering on Sentinel-2 satellite imagery and SageMaker Studio Lab (SMSL) by Parth Patel
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Getting Started With Geospatial Data Analysis by Sam Palani
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Vegetation Analysis Pre/Post Lava Fire Using SentinelHub and Sentinel-2 Imagery on AWS by Mike Jeffe
Sentinel-2 Cloud-Optimized GeoTIFFs
Tutorials
NEXRAD on AWS
Tutorials
NOAA Joint Polar Satellite System (JPSS)
Tutorials
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JPSS_AWS Geolocate by Mya Sears
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JPSS_AWS Timeselect by Mya Sears
Maxar Open Data Program
Tutorials
Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected
Tutorials
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Water detection with Sentinel-1 by Madeleine Seehaber
Radiant MLHub
Tutorials
The MIT Supercloud Dataset
Tutorials
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Generating the labelled dataset by Matthew Weiss
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Introduction to the MIT Supercloud Dataset by Matthew Weiss
OpenAlex dataset
Tutorials
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Data Analysis and Knowledge Graph with OpenAlex dataset by Gabriel Bella Martini
NOAA Emergency Response Imagery
Tutorials
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ERI notebook using SageMaker Studio Lab (SMSL) by Mya Sears
Aurora Multi-Sensor Dataset
Tutorials
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Introduction to Visualizing Sensor Types (Jupyter notebook) by Andrei Bârsan (note: Aurora makes no representations as to the accuracy or functionality of the tutorial)
CoversBR
Tutorials
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Getting started with Cover Song Identification and Genre classification by Gabriel Bella Martini
Satellogic EarthView dataset
Tutorials
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Explore Satellogic EarthView in SageMaker Studio Lab (SMSL) by Javier Marin
NOAA Global Surface Summary of Day
Tutorials
NOAA U.S. Climate Normals
Tutorials
If you want to add a dataset or usage example to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository or tell us about your project.