Martin Mokros
@mokros.bsky.social
480 followers 120 following 21 posts
Transforming trees into point clouds. Lecturer in Earth Observation at UCL, specializing in remote sensing, 3D forestry, python and spatial data science. Chair of 3Dforecotech. UCL Profile: https://profiles.ucl.ac.uk/94679-martin-mokros
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Reposted by Martin Mokros
markuseichhorn.bsky.social
Terrestrial laser scanning is too expensive? Not any more. @mokros.bsky.social and team have built one for €2k and all the specifications are all open-source papers.ssrn.com/sol3/papers.... @3dforecotech.bsky.social
Carlos Cabo on the left holds a Hovermap (very good, very expensive) while Martin Mokros on the right holds their new prototype (pretty good, incredibly cheap).
mokros.bsky.social
🌲 What if a terrestrial laser scanner cost ~€2k, and still delivered reliable forest data?

We built one. And it works.
→ DBH accuracy ~1.5 cm
→ Tree height ~1 m
→ Open hardware + open software

Accessible 3D forest monitoring

Wherever you are, get in touch 🌍

Preprint: bit.ly/3HneatY

#LiDAR
Guide + code: https://zenodo.org/records/16531534
mokros.bsky.social
🥳 Second day of 3DForEcoTech Final Conference!

@emilyrlines.bsky.social will have her Keynote on AI-enabled forest ecology in 3D - progress and challenges.
@kimcalders.bsky.social will have his Keynote on Virtual forests for understanding forest disturbances and recovery from space.

And more👇
mokros.bsky.social
📢 Join us virtually for the 3DForEcoTech Final Conference!
🗓️ July 2–4, 2025
🌲 Proximal sensing in forestry & ecology
🖥️ Open online – everyone welcome!
📄 Program: bit.ly/3TMTOfZ
📝 Register: forms.gle/HfR7rfstt7W6...
💬 Feel free to share and join us!

#3DForEcoTech #Forestry #RemoteSensing #COSTAction
Final detailed program - 3DForEcoTech Final Meeting
bit.ly
mokros.bsky.social
We are on!
@daniel-kuken.bsky.social is kicking it off with his keynote on Ground-Based Laser Scanning in National Forest Inventories!

You can still join us virtually 👇
mokros.bsky.social
📢 Join us virtually for the 3DForEcoTech Final Conference!
🗓️ July 2–4, 2025
🌲 Proximal sensing in forestry & ecology
🖥️ Open online – everyone welcome!
📄 Program: bit.ly/3TMTOfZ
📝 Register: forms.gle/HfR7rfstt7W6...
💬 Feel free to share and join us!

#3DForEcoTech #Forestry #RemoteSensing #COSTAction
Final detailed program - 3DForEcoTech Final Meeting
bit.ly
mokros.bsky.social
Heading to #EGU25?
Join our Townhall Meeting (TM16) on forest ecosystem related COST Actions!
Discover how to connect, collaborate, or leverage research results.
Monday, 19:00, Room G2, Vienna. Programme: bit.ly/3En3n1o
More info: bit.ly/3GkeKro

@3dforecotech.bsky.social
#Forest #COSTActions
Townhall meeting (TM16): Forest ecosystem-related international networks under COST Actions
bit.ly
Reposted by Martin Mokros
markuseichhorn.bsky.social
Only a week left to apply for our Interdisciplinary Summer School on Forest Ecosystems in Oxford from 4-8 August. All costs of EU-based participants will be fully covered.
Interdisciplinary Summer School on Forest Ecosystems 2025  – 3DForEcoTech – COST Action CA20118
3dforecotech.eu
mokros.bsky.social
📢 Call for Participants!
3rd Interdisciplinary Summer School on Forest Ecosystems

💰 No registration fee + full expenses covered!

Organized by four COST Actions

📍 Where: Oxford University & Wytham Woods
📅 When: 4–8 August 2025
📝 More here: bit.ly/3FWRvDp

#SummerSchool #Forest #COSTActions
Reposted by Martin Mokros
methodsinecoevol.bsky.social
📖Published📖

Addressing the need for improved tree species classification, Puliti et al. present the FOR-species20K dataset, a large, diverse, individual tree point cloud DL-ready benchmark dataset for platform and sensor agnostic tree species classification tasks 🌳 🌎 🧪

https://buff.ly/4hI7P8F
mokros.bsky.social
The second somebody opens the outside door, I shout, "Close the door, cold is coming inside."
Reposted by Martin Mokros
ribana.bsky.social
🚨Our new review paper "Better, not just more: Data-centric ML for Earth Observation" 🌐🤖🛰️🔍 is out in GRSM. Shifting the focus from models to data offers new possibilities to improve accuracy, generalization, and real-world impact: ieeexplore.ieee.org/document/107...

Arxiv: arxiv.org/abs/2312.05327
Reposted by Martin Mokros
markuseichhorn.bsky.social
A 3-month position is available through @3dforecotech.bsky.social to prepare aerial RGB imagery for deep-learning approaches to tree detection and identification. Would suit someone looking for a bridge between MSc/PhD/PD positions. 3dforecotech.eu/activities/s...
STSM Position | WG2 and WP5 – 3DForEcoTech – COST Action CA20118
3dforecotech.eu
Reposted by Martin Mokros
tommaso-jucker.bsky.social
🚨We are recruiting one or more new Lecturers/Senior Lecturers in Biological Sciences (broadly defined, including ecology & global change) here in Bristol @bristolbiosci.bsky.social

Apply and spread the word - Bristol is a wonderful place to live and work! Feel free to get in touch with questions.
University of Bristol Life Sciences Building
Reposted by Martin Mokros
mokros.bsky.social
🚨 PhD Opportunity
Shape the future of precision forestry!
Join an exciting project integrating mobile laser scanning & AI to revolutionise forest management.
@UCL + @qmul.ac.uk + @Forest_Research

Within
@treesdla.bsky.social

Apply now! 🌳👉 bit.ly/41rmoc6

#lidar #Forestry #AI
mokros.bsky.social
🚨 PhD Opportunity
Shape the future of precision forestry!
Join an exciting project integrating mobile laser scanning & AI to revolutionise forest management.
@UCL + @qmul.ac.uk + @Forest_Research

Within
@treesdla.bsky.social

Apply now! 🌳👉 bit.ly/41rmoc6

#lidar #Forestry #AI
mokros.bsky.social
For those unaware, the 3DForEcoTech COST Action is on @bsky.app.
Many exciting things are coming regarding summer schools, short-term scientific missions, data calls and many other thrilling stuff.

Follow us here:
bsky.app/profile/3dfo...

#lidar #forest #proximalsensing

@3dforecotech.bsky.social
bsky.app
Reposted by Martin Mokros
markuseichhorn.bsky.social
Just spotted this seminar tomorrow (3 Dec) by the awesome Paloma Ruiz Benito on "Forest dynamics under global change: temporal perspectives with observational approaches". Register here zoom.us/webinar/regi...
Seminar is part of the International Tree Mortality Network. There's a picture of Paloma, her university logo (Universidat de Alcala) and the time, which is 3 Dec 24 at 1600 CET. I'll be watching and if this is your kind of thing then I recommend you make space in the diary for it too, she's brilliant.
mokros.bsky.social
It’s December 1st, and we’re giving kids advent calendars, plus a board game each Sunday until Christmas. My 10-year-old daughter wrote me a letter as Santa. We moved to the UK last year—it’s been tough, and I struggle at times. I’ll use her letter as my mantra in hard times.
Not crying, you are!
Reposted by Martin Mokros
pauliarancibia.bsky.social
I created this stater pack with women in ecology and evolution.
If you want to be added you can comment or DM me, but also please suggest the names of those I am missing 🧪🌎🌐

go.bsky.app/8jFH7cS
Reposted by Martin Mokros
markuseichhorn.bsky.social
Hurricanes cause tremendous damage to forests, whether natural or plantations, but we know very little about what actually happens to trees during high winds (for obvious reasons). In our latest work we have the answer... 🧵👇🧪🌏 1/12
A rubber tree plantation on the island of Hainan in China has been trashed following a cyclone. Trees are bent and several have been snapped.