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🚧 March 2025 - This book is under construction! 🚧

Cloud-native geospatial datacube workflows with open-source tools

Part 1. Introduction

1.1 Getting started
1.2 Learning objectives
1.3 Open source setting

Part 2. Background

Background
2.1 Context & Motivation
2.2 Data cubes
2.3 Tutorials overview
2.4 Data used in tutorials
2.5 Software and computing environment
2.6 Relevant concepts

Part 3. ITS_LIVE Tutorial

Introduction
3.1 Accessing cloud-hosted ITS_LIVE data
3.2 Working with larger than memory data
3.3 Handling raster and vector data
3.4 Exploratory data analysis of a single glacier
3.5 Exploratory data analysis of multiple glaciers

Part 4. Sentinel-1 RTC Tutorial

Introduction
4.1 Read Sentinel-1 data processed by ASF
4.2 Wrangle metadata
4.3 Exploratory analysis of ASF S1 imagery
4.4 Read Sentinel-1 RTC data from Microsoft Planetary Computer
4.5 Comparing Sentinel-1 RTC datasets

Part 5. Conclusion

5.1 Wrapping up
5.2 Tutorials summary
5.3 Data Cubes Revisited

Additional material

Appendix
Other resources
About this book
References

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By Emma Marshall

© Copyright 2025.