I’m happy to share my first journal paper about #mapping vegetation height at country-scale using #DeepLearning and #Sentinel2. --> arxiv.org/abs/1904.13270 Looking forward to the first data release from GEDI .

If a coast redwood falls in a forest and no one is around to hear it, we can find out using #LiDAR.

👋 After a loooong break (🏚️👶), I'm back on my side projects with a brand new version of the Python Graph Gallery! 🧵 python-graph-gallery.com

...here is the static image

Happy to share the outcome of our new work: “High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR” with Konrad Schindler and @JanDirkWegner1 @EcoVisionETH. Thread👇 Preprint: arxiv.org/abs/2107.07431 #conservation #forests #DeepLearning

Wow - this is awesome! Full interactive functionality of #geemap and #leafmap in Colab notenooks! As someone who works almost exclusively in a browser with cloud services, this is huge.

1/2 Geologic Map of South America - The Geological Society of America / The American Geographical Society / USGS - 1950 3D Render Close ups below #arcgispro #b3d #geology #geography #gis #cartography #SouthAmerica

Life is to short to use dated cli tools that suck Try these instead 🧵

Clouds!

Hey #geotwitter I've had it with shapefiles. Hit me with you favourite formats/packages for storing vectors. #rstats #rspatial

Moving dynamic weather patterns AND cloud shadows? Sometimes even I'm like: "Wow! I did that with R?!?"😁 #RStats #rayshader

So excited to share a (downsized for twitter) #map I have been working on, with illustration work by @The_Ruizium. A picture of the #Amazon region in crisis. Not only the struggle to deal with #deforestation, but its geography, cultures, and political divisions.

I spent 500+ hours on Kaggle competitions last year and just became a Kaggle Master. Over those many hours, I learned a systematic process you can use to train any model on any dataset. 6 steps to train any model 🧵

📢New: How can spaceborne #lidar inform, augment, improve national maps of canopy height from #Landsat and samples of airborne lidar? 🤔 Mulverhill et al. Evaluating #ICESat2 for monitoring, modeling, and update of large area forest canopy height products. sciencedirect.com/science/articl…

Google #EarthEngine tip 44: Are you using 'aside()'? It can save you a lot of time and lines! #Landsat9

While it might look like the most boring graphic of all time, it is actually the most exciting. 🤓📢 Let me convince you. 🧵⬇️⬇️

Now if someone could build an AI model to spot what's hiding in this image... :) Can you see it?

GEE Tutorial 114 - How to create near real-time global 10-m land cover maps with #geemap and Dynamic World Video: youtu.be/wmDus2qGyyU Notebook: geemap.org/notebooks/114_… App: dynamicworld.app #EarthEngine #eochat #geospatial #data #opensource

Free, Machine Learning Crash Course from Berkeley: ml.berkeley.edu/blog/tag/crash… No registration, no bullshit. Just go to the site, and start learning from the very beginning!