Python can render river landscapes in rich 3D. This Snake River Relative Elevation Model near Grand Teton shows braided channels, floodplain traces, and subtle terrain scars using USGS 3DEP elevation data, OSM waterways, and forge3d. Check out forge3d: github.com/milos-agathon/forge3d

Python🐍 can now render high-quality 3D river basin maps in seconds. I built this map of Poland🇵🇱with forge3d to show how basins, rivers and terrain belong together: not as flat lines, but as water systems carved into the land. Try forge3d 👉 github.com/milos-agathon/forge3d

Douro Demarcated Region - 3D and 2D images. Located in Northeast #Portugal, within the Douro River basin Data: AWS Tiles | Boundary: IVDP Credits to @milos-makes-maps.bsky.social for its amazing R tutorials on #dataviz, and to @tylermw.com for #rayshader #rstats package #maps #rspatial #gis #gischat

forge3d just crossed 200 ⭐ on GitHub. I built this Rust and WebGPU 3D terrain engine for Python to render in high-quality maps in no time. Thank you to everyone who starred, tested, and filed issues. This is only the start. github.com/milos-agatho...

Any place on Earth can become a 3D city panorama. This is downtown Copenhagen🇩🇰, rendered from OpenStreetMap data in 4K in under a minute with forge3d in Python. 👉 github.com/milos-agatho...

Amazing application of forge3d!!!

Brooks Groves@bdgroves.bsky.social · 5mo ago

Fly into the crater 👇 Lava dome, flow channels, blast zone — all visible at 1m LiDAR resolution. WA DNR LiDAR + forge3d by @milos-makes-maps.bsky.social Pure Python. Free public data. #GeoPython #Cartography #OpenData

Brooks, this looks lovely 🥹 Thank you! Try out forge3d 👉 github.com/milos-agatho...

GitHub - milos-agathon/forge3d: Rust‑first, cross‑platform wgpu/WebGPU renderer exposed to Python for fast, headless 3D rendering. Built in Rust, shipped as Python wheels.

Rust‑first, cross‑platform wgpu/WebGPU renderer exposed to Python for fast, headless 3D rendering. Built in Rust, shipped as Python wheels. - milos-agathon/forge3d

github.com

Brooks Groves@bdgroves.bsky.social · 5mo ago

Chaco Canyon, New Mexico 🏛️ 1,000 years ago this was the centre of the Puebloan world. You can see 800-year-old building footprints in elevation data alone. USGS 3DEP + forge3d by @milos-makes-maps.bsky.social #Python #GIS #Archaeology #DataViz #UNESCO

Python can now create high-quality 3D maps in a few seconds. Link in the comments 👇

Powerful and beautiful work that shows what forge3d can do!

Brooks Groves@bdgroves.bsky.social · 5mo ago

Mount Rainier, Washington — 4,391m summit rendered from a 30m DEM. Pure Python, no shaders, no GPU. Built with forge3d by @milos-makes-maps.bsky.social — v1.13.0, 62 stars, very early days but already producing results like this 👀🗺️ #Python #GIS #DataViz #Cartography #GeoPython

The 1999 NATO bombing of Yugoslavia decreased Mr Milosevic's regime’s vote-share in Serbian local elections by 3% in bombed municipalities, estimates @milos-makes-maps.bsky.social in his JPR article. That's on top of national-level effects present in undamaged municipalities as well.

Strongmen cry too: The effect of aerial bombing on voting for the incumbent in competitive autocracies

Abstract. How does exposure to aerial bombing influence voting for the target country’s leadership? Do voters tend to punish incumbents for policy failure?

academic.oup.com

Love it! Thank you for putting my tutorial to good use and for tagging me!

Rajo@rajodm.bsky.social · 9mo ago

3D Tanaka contour map of Scotland with #rayshader for Day 6 of the #30DayMapChallenge - Dimensions. Code: github.com/rajodm/30Day... Thanks @milos-makes-maps.bsky.social for the helpful tutorial! #dataviz #rstats #ggplot2

Lovely implementation of my river basin tutorial! Thank you! Here is the tutorial 👉 youtu.be/HugGwjogPv0

Making pretty river basin maps with R

YouTube video by Milos Makes Maps

youtu.be

Guillaume Noblet@gnoblet.eurosky.social · 9mo ago

Day 02 of #30DayMapChallenge with a few Swiss river lines 🙏 Followed @milos-makes-maps.bsky.social's tutorial 🆕 Added a halo layer under the lines layer ✨ 1st time I plotted a river system #ggplot2 #rstats #dataviz #maps

From zero to a cinematic lighthouse map in 20 minutes. My new hands-on tutorial shows you how to leverage Python to make stunning pulsing-beacon animation Watch here 👉 youtu.be/BQSuZgzheNk Which coastline should we light up next? #Python #GIS #Mapping

Can You Create Stunning Lighthouse Maps with Python in Just 20 Minutes?

YouTube video by Milos Makes Maps

youtu.be

I love how it looks Stebe! Awesome work and thank you for bringing my tutorial to life! Tutorial 👉 youtu.be/E7F75OFXu-I

I Built a 3D City Using Only Code

YouTube video by Milos Makes Maps

youtu.be

Steve Tornes@stevetornes.bsky.social · 9mo ago

I made a new kind of map This one is of the City of North Vancouver, with City Hall right at the centre Still a work in progress, both in understanding the code and in the design Big thank you to @milos-makes-maps.bsky.social who made a great tutorial video and shared his code! #rstats #rayshader

I used to stare at OpenStreetMap and imagine the city lifting off the screen. Today it does. I’ve just published a step-by-step guide to turn raw OSM into a fully styled 3D city. 👉 youtu.be/E7F75OFXu-I Build with me!

I Built a 3D City Using Only Code

YouTube video by Milos Makes Maps

youtu.be

🇧🇷 L🅐🅝🅓 P🅡🅞🅓🅤🅒🅣🅘🅥🅘🅣🅨 D🅨🅝🅐🅜🅘🅒🅢 🅘🅝 B🅡🅐🅩🅘🅛 𝖦𝗋𝖾𝖾𝗇𝗂𝗇𝗀 𝗂𝗇 𝗍𝗁𝖾 𝖠𝗆𝖺𝗓𝗈𝗇 & 𝗌𝗈𝗎𝗍𝗁 𝗌𝗁𝗈𝗐𝗌 𝗋𝗂𝗌𝗂𝗇𝗀 𝗉𝗋𝗈𝖽𝗎𝖼𝗍𝗂𝗏𝗂𝗍𝗒 🌱 𝖡𝗎𝗍 𝗈𝗋𝖺𝗇𝗀𝖾 & 𝗒𝖾𝗅𝗅𝗈𝗐 𝗓𝗈𝗇𝖾𝗌 𝗋𝖾𝗏𝖾𝖺𝗅 𝗌𝗍𝗋𝖾𝗌𝗌 𝖽𝖾𝖿𝗈𝗋𝖾𝗌𝗍𝖺𝗍𝗂𝗈𝗇, 𝖽𝗋𝗈𝗎𝗀𝗁𝗍 & 𝖼𝗅𝗂𝗆𝖺𝗍𝖾 𝗉𝗋𝖾𝗌𝗌𝗎𝗋𝖾 𝗋𝖾𝖽𝗎𝖼𝗂𝗇𝗀 𝗋𝖾𝗌𝗂𝗅𝗂𝖾𝗇𝖼𝖾 🌾🔥 𝖧𝗈𝗐 ? 𝗌𝖾𝖾 @milos-makes-maps.bsky.social 𝗍𝗎𝗍 #𝖫𝖺𝗇𝖽𝖣𝖾𝗀𝗋𝖺𝖽𝖺𝗍𝗂𝗈𝗇 #𝖡𝗋𝖺𝗓𝗂𝗅 #𝖤𝖺𝗋𝗍𝗁𝖮𝖻𝗌𝖾𝗋𝗏𝖺𝗍𝗂𝗈𝗇 #𝖱𝗌𝗍𝖺𝗍s

Nicely done! Here's the tutorial 👉 youtu.be/JfDW8P51MmA

Map city expansion with R like a PRO

YouTube video by Milos Makes Maps

youtu.be

@temporalista.bsky.social · 10mo ago

Expansión urbana en #Cuenca, #Ecuador. Basado en el trabajo de @milos-makes-maps.bsky.social #mapping #gis #datavis

I’ve been deep in R for GIS mapping for years, but today marks a thrilling pivot: my very first Python tutorial is live! We’ll extract Google’s latest satellite embeddings, run k-means analysis, and map our results Everyone, watch the tutorial youtu.be/WjoB7mou2n8

Python: The Secret Weapon for Analyzing Google Earth Engine Data

YouTube video by Milos Makes Maps

youtu.be

How far can you go in 30 minutes—from your doorstep? ⏱️ I just dropped a from-scratch tutorial to build travel-time maps in R (OSM → network → isochrones → crisp basemap). Ship your city now. 🎥 Watch now: www.youtube.com/watch?v=M-O0...

30-Minute Travel Maps: The Secret to Fast Exploration

YouTube video by Milos Makes Maps

youtube.com

#geodata #mapping #datavis Precipitation (rain and snow) vs temperature in Germany by @milos-makes-maps.bsky.social over on the birdsite

Thank you dear Miska!

Miska Knapek @miskaknapek.bsky.social · 11mo ago

#mapping #geodata #datavis #datascience Iberian peninsula perspiration and temperature map from @milos-makes-maps.bsky.social over on linkedin tutorial: lnkd.in/eYABTD6f mapping book: payhip.com/b/MH9Ot linkedin post : www.linkedin.com/posts/milos-...

Google Earth Engine now delivers annual 10 m Satellite Embeddings (64 bands per pixel! In my new tutorial, I walk you through: ✅Loading & exploring AlphaEarth embeddings in R ✅Sampling & k-means clustering ✅Visualizing beautiful results 👉 youtu.be/dmtNAYb5woE #GoogleEarthEngine #AlphaEarth #GIS

Revolutionizing Land Cover Analysis with Google Earth Engine!

YouTube video by Milos Makes Maps

youtu.be

Earth Engine now hosts annual 10 m Satellite Embeddings (64 bands per pixel) powered by the new AlphaEarth Foundations model. My next video on YouTube (milos-makes-maps) will show how to run part of its workflow in R. Subscribe to catch it 👉🏻 youtube.com/@milos-makes... #AlphaEarth #Rstats #GIS

Milos Makes Maps

I paint the world with R and teach you how to unleash your inner map artist. Join my map adventures and tutorials now!

lnkd.in

Thank you for spreading the word @miskaknapek.bsky.social ♥️

Miska Knapek @miskaknapek.bsky.social · last yr.

#mapping #geodata Milos @milos-makes-maps.bsky.social notes on linkedin he's devleoping a python alternative to #rayshader in #Rlang. Built with Vulkan + Rust + WebGPU :-))) github repository: github.com/milos-agatho... - star the repository to help it gain traction

ps. Milos here - @milos-makes-maps.bsky.social - has released a #GIS #geodata programming book with R #rlang It ought to be good, knowing Milos. payhip.com/b/MH9Ot

Ready to create stunning 3D tree cover maps entirely for free? My new tutorial guides you step-by-step on turning free satellite data from Google Dynamic World into high-quality visualizations. Watch here 👉🏻 youtu.be/gyfy6HdbcLw #GIS #RemoteSensing #3DMapping #ForestConservation #RStats

How to Make Awesome 3D Tree Cover Maps from Free Satellite Data!

YouTube video by Milos Makes Maps

youtu.be

Beautiful and informative map 🇨🇭

milos makes maps@milos-makes-maps.bsky.social · last yr.

Want the secret to stunning maps like this Switzerland hillshade & population visualization? My latest YouTube tutorial shows you exactly how! 🎬 Watch here 👉🏻 youtu.be/2dNIultQQ4Y #GIS #Cartography #RStats #DataViz #MilosMakesMaps

Want the secret to stunning maps like this Switzerland hillshade & population visualization? My latest YouTube tutorial shows you exactly how! 🎬 Watch here 👉🏻 youtu.be/2dNIultQQ4Y #GIS #Cartography #RStats #DataViz #MilosMakesMaps

Love it! Thank you for watching my tutorial!!

stevecarufel_@stevecarufel.bsky.social · last yr.

Played with #Rstats and {rayshader} to make this #Quebec population density map, thanks to a tutorial by @milos-makes-maps.bsky.social ✌️⚜️ Code 👉 github.com/datacarvel/q...

Better engage, folks. Otherwise, this content might only be fit for LinkedIn. You've been warned.

milos makes maps@milos-makes-maps.bsky.social · last yr.

Want to turn raw wind data into a mesmerizing, animated map? With R, it’s easier than you think. My new tutorial shows you how, step by step. Let’s catch the breeze. ⤵️ youtu.be/EmVbVTqwoMU #GIS #DataViz #gganimate #metR #WindMap #ClimateData #SpatialAnalysis #MilosMakesMaps