Home Machine Learning 3D Visualization of Geospatial Massive Knowledge by Lexcube! (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024

3D Visualization of Geospatial Massive Knowledge by Lexcube! (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024

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3D Visualization of Geospatial Massive Knowledge by Lexcube! (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024

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Discover ways to work with Lexcube, a Python bundle for information visualization within the space-time area!

  1. 🌟 Introduction
  2. 🌐 Lexcube
  3. 📰 Knowledge
  4. 📂 Knowledge Dice with Random Numbers
  5. 🗂️ Knowledge Dice with Local weather Knowledge
  6. 🔄 Raster Layers to Xarray
  7. 🌍 3D Visualization of Xarray by Lexcube
  8. 📦 What Else Can We Do with Lexcube
  9. 📝 Conclusion
  10. 📚 References

🌟 Introduction

Knowledge visualization in three dimensions (latitude, longitude, and time) is fascinating, isn’t it? As a geospatial information scientist, I’ve at all times needed to know the simplest technique to plot a cubic dataset created by merging a whole bunch of raster layers. Whereas studying my feeds on LinkedIn, I discovered an amazing Python library referred to as Lexcube, which has just lately change into accessible for Jupyter Pocket book. For extra details about Lexcube, please check with this article and/or take a look at Lexcube on GitHub.

To begin with, I’d wish to thank Miguel Mahecha for sharing that put up on LinkedIn and in addition Maximilian Söchting and his workforce for growing a worthwhile device for the geospatial information neighborhood. Secondly, here’s a hands-on train that can assist you use this bundle to visualise your cubic information in a 3D plot. All of the steps have been coded in Python in Google Colab and by the top of this story, you’ll learn to convert your raster layers to the Xarray format after which use it in Lexcube to create a 3D plot of your information.

If, like me, you have been looking for a bundle for 3D visualization of your information, this story is for you. I’ve no affiliation with Lexcube and simply needed to my expertise by penning this weblog put up.

🌐 Lexcube

Leipzig Explorer of Earth Knowledge Cubes, or Lexcube, is an interactive information visualization device developed by Maximilian Söchting as a Ph.D. venture below the supervision of Gerik Scheuermann and Miguel Mahecha at Leipzig College. The device is designed to deal with massive Earth information cubes. The venture obtained funding from a number of establishments and businesses, together with the European Area Company (ESA). In Might 2022, an internet model of this device grew to become…

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