Fundamentals of Earth Engine import & export of satellite data | Geo for Good 2023
Google Earth Google Earth
274K subscribers
294 views
0

 Published On Nov 1, 2023

👉 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 Cloud-Optimized 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 - High-Volume 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

show more

Share/Embed