Live Demo: Analyzing A Billion Flight Observations With Wherobots Cloud And Apache Sedona
This live demo of Wherobots Cloud demonstrates how to work with large-scale vector and raster data together to find insights in geospatial data. Specifically, we show how to analyze aircraft flight data for potential weather interruptions using ADS-B and Doppler radar data.
Event outline:
Exploratory data analysis with Spatial SQL
Spatial queries and performance with GeoParquet
Vector data analysis with WherobotsDB
Extending Spatial SQL functionality with User Defined Functions
Working with Doppler Radar raster data
Using these techniques to identify at-risk flight segments
Try Wherobots Cloud by creating a free account: https://cloud.wherobots.com/
Code: https://github.com/wherobots/wbc-exam...
Chapters
0:00 - 5:04 Wherobots Cloud Overview
5:04 - 7:29 The Wherobots Notebook Environment
7:29 - 9:47 ADS-B Flight Data
9:47 - 19:51 Flight Traces Exploratory Data Analysis
19:51 - 23:38 Spatial Queries & Performance
23:38 - 35:27 Historical Weather Analysis
35:27 - 40:58 Raster Weather Data Analysis
40:58 - 52:56 Q&A
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