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Fundamentals of Earth Engine import u0026 export of satellite data | Geo for Good 2023

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Google Earth

The slide deck for this talk → https://docs.google.com/presentation/...
More about the 2023 Geo for Good Summit → https://g.co/earth/geoforgood23

❤ DESCRIPTION:
An overview of importing and exporting data, then a deeper dive into architectures and sharing. We'll cover a number of topics related to getting data in and out; manifest upload; GDAL VRT for tiled exports; BigQuery; XArray, High Volume API, REST API; best practices for building.

TIMESTAMPS:
0:00 Introduction to Earth Engine
1:20 Earth Engine Assets Overview
7:20 Importing Data into Earth Engine
11:27 Earth Engine Manifest Uploads
13:41 Data Ingestion via Earth Engine APIs
16:07 Utilizing CloudOptimized GeoTIFFs
21:20 COGEE Platform Demonstration
29:14 Data Export from Earth Engine
31:00 Data Extraction Fundamentals
33:08 Earth Engine Processing Environments
34:18 Interactive Earth Engine Processing
36:29 Earth Engine Batch Processing
39:54 HighVolume Data Processing in Earth Engine
42:40 Data Processing: Buffet vs. Table Service Analogy
46:33 Integrating Earth Engine with BigQuery
48:45 Qwiklabs for Earth Engine Learning
51:29 Tools for Weather Data Analysis
55:15 Data Transfer Techniques in Earth Engine
55:20 Leveraging Xarray and Dask with Earth Engine
1:02:30 Understanding Xarray Datasets in Earth Engine
1:03:45 Xee Platform Demonstration
1:09:09 Xee Platform Q&A Session
1:13:14 Handling Vector Data in Earth Engine
1:14:58 Preprocessing Data Before Earth Engine Import
1:16:54 Session Conclusion

SPEAKERS:
Gino Miceli, Google
Michael DeWitt, Google
Samapriya Roy, Google Developer Expert and Community Advocate
Alex Merose, Google

posted by Faraulaya