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

👉 The slide deck for this talk → https://docs.google.com/presentation/d/17yvUE_PA7IiMtlFoqLHO8kW_xKEHKdLefSeyfZnhT_Q/edit?usp=sharing 🛰️ 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