📢 [Technical Note] Interactive Earth system data cube visualization in Jupyter notebooks by Maximilian Söchting (@m_soechting), Gerik Scheuermann, David Montero & Miguel D. Mahecha (@MiguelDMahecha ) 👉Article link: doi.org/10.1080/20964471.202… 💌 This paper introduces "#Lexcube for #Jupyter", an #opensource tool for interactive #3D #datacube #visualization in #Jupyternotebooks, designed to enhance the analysis of #Earthsystem science data. It advances the Lexcube.org architecture by supporting real-time exploration of spatio-temporal datasets during scientific analysis. #geoscience #remotesensing #Python #EarthSystemDataCube

This morning I attended the workshop Harnessing Earth's Data: Mastering Earth System Data Cubes with @dmlmont & Maximilian Söchting. Very cool #dataviz with #lexcube! Would be great to try with WaPOR data #FOSS4GE @foss4ge #ESDC

Additionally, we had the chance to show some of our useful tools such as #cubo (for creating AI-focused data cubes) and #Lexcube (for interactive visualization of data cubes)! 🥳 github.com/ESDS-Leipzig/cubo

3D Visualization of #Geospatial #BigData by Lexcube (#Python package for #DataViz in the space-time domain): towardsdatascience.com/3d-vi… ——— #DataScience #DataScientist #Coding

3D Visualization of Geospatial Big Data by Lexcube! (Python) "If, like me, you were searching for a package for 3D visualization of your data, this story is for you." by @Mahyarona buff.ly/3uGgbe6

Learn how to work with Lexcube, a Python package for data visualization in the space-time domain by @Mahyarona buff.ly/3uGgbe6

The amazing @m_soechting released #lexcube for Jupyter Notebooks (github.com/msoechting/lexcub…) and it is fire! 🔥🛰️ Check here some examples made with data retrieved from #STAC via #cubo (github.com/davemlz/cubo)! 😉 📜 Code: cubo.readthedocs.io/en/lates… #GeoPython #EOchat #GISchat

📝For more details, also refer to our Lexcube paper @ doi.org/10.1109/MCG.2023.332… Thanks to @ESA_EO for the new funding and @NFDI4Earth for the initial funding! And thanks to my co-authors @MiguelDMahecha @dmlmont and Gerik Scheuermann! github.com/msoechting/lexcub…

Big news from #Lexcube! 🌍 We have released Lexcube for Jupyter, an open-source Jupyter notebook extension that allows everyone to visualize their own 3D data as interactive data cubes - as easy as plotting a 2D figure! github.com/msoechting/lexcub… ⤵️🧵

2. Harnessing Earth's Data: Mastering Earth System Data Cubes Engage in hands-on learning about Earth System Data Cubes (#ESDC), from theory to interactive visualisation (#Lexcube). Perfect for anyone interested in innovative Earth system data analysis and visualisation! 🧊🌍

#Lexcube ftw! 🛰️🧊 #EOchat #GISchat #DataViz

And a teaser of what's to come, visualizing many cubes at once and exploring 3D cubes directly in Jupyter workbooks! Many promising future #Lexcube developments for 2023 and 2024 🪄

Another important part of Lexcube and its fast, interactive performance is the employed compression algorithm, i.e. ZFP by @lindstrometer @Livermore_Comp, and further optimizations - unfortunately not all the details could fit in due to the space constraints of the paper!

Very happy to announce that our #Lexcube paper got accepted at IEEE Computer Graphics and Applications! 🎉 Thanks to my co-authors @dmlmont @MiguelDMahecha and Gerik Scheuermann! 🔗doi.org/10.1109/MCG.2023.332… @ieeecga #EOchat #GISchat #RemoteSensing #DataViz

My absolute personal favourite: Make your own physical cube! We already tried this once: figshare.com/authors/Miguel_… but now it is "YOUR CUBE" … ➡️select data and area on 🌍➡️Lexcube the prints your own template! Here it goes:

Yay! Cool new features in our interactive #EarthSystemDataCube 🌎viewer #Lexcube by my fantastic PhD student @m_soechting. So far funded by @NFDI4Earth @dfg_public we now get support by @ESA_EO via @EarthSystemDataLab! 🥳Good moment for an update ➡️ see detailed 🧵by Maximilian:

🔥 Also various bug fixes and performance improvements! AND #Lexcube now gets new funding by @ESA_EO! Thanks to @NFDI4Earth for the kickstart! Try it out ➡️lexcube.org! Paper with co-authors @dmlmont @MiguelDMahecha from the @RSC4Earth coming soon!

Major update from #Lexcube! 🌎🔍You can now explore anomalies, ✂️make your own paper cube, and 🎁check out the new sun-induced fluorescence and specific humidity data sets at➡️lexcube.org! @CopernicusECMWF @ECMWF @CopernicusEU ⤵️🧵

I really like what the press made out of our #Lexcube "Magic cube explains climate"😂

This week, my PhD project #Lexcube was featured in Mitteldeutsche Zeitung and on the radio station @mephisto976 🤩 (both in German) 👉 mixcloud.com/mephisto976/rad… (from ~34:40)