Our postdoc Alexander Scharf presented the technical aspects of single-log #traceability at the ForestryBoost workshop in Sweden.
๐ Thanks to Logscom for organising the event.
๐ tinyurl.com/ForestryBoos...
๐ทLukas Stopfer, logscom.com
#ComputerVision #AI #DeepLearning #ForestAI #EUDR
Posts by SmartForest4.0
๐ธ Advancing tree species composition prediction in boreal forests with remote sensing โ Jaime Candelas Bielza. ๐ธ Field Geospatial: Fjernmรฅling og kunstig intelligens i skog- og naturforvaltning (in Norwegian) โ Floris Groesz. Jaime previously served as a PhD candidate at NMBU and successfully completed his PhD last year. He has since joined Field Geospatial and will present the results of his PhD research. Floris Groesz is a specialist in Business Manager AI & Remote Sensing in Field Geospatial and will present their work on Remote sensing and AI in forest and natural resource management (in Norwegian). Field is a geospatial technology company that captures, processes and delivers accurate information across the Nordics and beyond. Field delivers the insights organizations need to make better decisions and plan, build and manage safe and efficient natural and built environments. Find out more on Field Geospatial ๐ https://fieldgeo.com/ You can read the dissertation of Jaime here ๐ https://hdl.handle.net/11250/3190012
Join us for our Open SmartForest Seminar on Remote sensing and AI in Forest Management with Field Geospatial!
๐๏ธJanuary 22nd, 14.00 - 15.30 CET
๐register and get the meeting link here nibio.pameldingssystem.no/smartforest-...
@uninmbu.bsky.social #AI #remotesensing #forestmanagement #ForestAI
๐ก ๐ฒ @smartforest.bsky.social wishes you all a Merry Christmas and a happy New Year. ๐ โจ
๐webpage smartforest.no
๐publications smartforest.no/latest-publi...
๐methods and datasets smartforest.no/methods-and-...
๐ช
forestsens smartforest.no/forestsens/
๐ข WE'RE HIRING ๐ข --- ๐ข 4 VACANT POSITIONS ๐ข
๐ก ๐ฒ SmartForest at @uninmbu.bsky.social and NIBIO is announcing a #Postdoc position and 3 #PhD_scholarships dedicated to advancing #AI in #forestry
๐ Full-time, 3-year positions based in ร
s, Norway
apply here ๐ smartforest.no/2025/10/30/4...
๐ Stay updated on SmartForest
โ๏ธ the webpage ๐ smartforest.no
๐งพ the publications ๐ smartforest.no/latest-publi...
๐ the codes and datasets ๐ smartforest.no/methods-and-...
Or try #Forestsens, our #AI-powered ##cloud-based platform for #forest #sensor analytics.
๐ forestsens.com
#forestmanagement
๐ฒ๐ Big leap in #SmartForest AI!
Meet #ForestFormer3D โ our new SOTA model for 3D forest segmentation (semantic + instance)! ๐ณ
๐ Preprint arxiv.org/abs/2506.16991
๐ Project bxiang233.github.io/FF3D/
๐ Led by Binbin Xiang + team @NIBIO
#AI #Forestry #SOTA
๐ฅNEW POSTDOC POSITION๐ฅ at #SmartForest at #NIBIO in ร
s, Norway
๐ Full-time, 3-year position
are you into #ComputerVision for sustainable #ForestManagement?
๐ Apply by June 8, 2025
Apply here ๐ www.jobbnorge.no/en/available...
#PanopticSegmentation #MachineLearning #DeepLearning #AIforNature
@mariamoan.bsky.social works at SmartForest as a postdoctoral fellow at @uninmbu.bsky.social
Maria will focus her work on Continuous Cover #Forestry (CCF) and which areas are suited or not suited for CCF
youtu.be/iyfSF6row1Q
#forest_management #airborne #laserscanning #remote_sensing #CCF
What is the benefit of obtaining better data, primarily better decisions. Does it matter what objectives the decision maker has? Olha Nahorna explores (with co-authors) the value of information of data in a multi-objective perspective.
Read it here: doi.org/10.1093/fore...
@smartforest.bsky.social
๐ฉโ๐Congratulations to Dr. Jaime Candelas Bielza on a successful defense of his thesis "Advancing tree species composition prediction in boreal forests with remote sensing". Thanks to opponents Joanne White and Lauri Korhonen, and supervisors Hans Ole รrka, Lennart Noordermeer & Erik Nรฆsset.
๐ฅ ๐ฉโ๐ We are proud and happy to announce that Jaime Candelas Bielza defended his PhD on ๐
"Advancing #tree_species_composition prediction in boreal #forests with #remote_sensing"
read more here ๐ tinyurl.com/43fxb8ae
@uninmbu.bsky.social @skogrover.bsky.social
#forest_inventory #sensors
@johannesrahlf.bsky.social presented #ForestSens at the #ANDSummit2025 at Oracle in Redwood Shores, CA!
๐ฒ LiDAR-based tree segmentation
๐ณ Drone-driven tree species classification
๐ฅ Forest disturbance and damage detection
#AI #LiDAR #forestmanagement #precisionforestry #deeplearning
๐ท Jean Ihm
๐ We reached a milestone in our journey to create an operational #autonomous robot for #forest_operations ๐ฒ๐ค๐ฒ
We partnered with Pfanzelt Maschinenbau and transformed the Moritz Fr70, into a forestry #robotic #research platform
Read more here ๐ tinyurl.com/58cwm745
youtu.be/flvGVGSjvs4
#nibio
๐ขPostdoc opportunity in remote sensing of forest biodiversity ๐ฟ๐
Norwegian University of Life Sciences (NMBU) is hiring a 3-year postdoc!
If you're passionate about ecological research and remote sensing, apply now!
Deadline to apply: April 4, 2025
www.jobbnorge.no/en/available...
๐We are proud to present our colleagues in SmartForest!
Binbin Xiang is a postdoctoral fellow at NIBIO focusing on #deep_learning methods for #forest #point_cloud analysis, individual tree segmentation and semantic segmentation.
youtu.be/EshGOXwDgtc
#machinelearning #ai #forest_management
Build with us a ๐ databases for #tree #species & health identification - #TreeAI
โ
>70 datasets, 32 countries
โ
114,688 tree species annotations ๐ฟ
โ
>100 tree species, RGB/I bands, <10 cm spatial resolution
โ
95% of data available under public licenses
๐ก Interested? โก๏ธhttps://lnkd.in/eduYf9Zd
I'm #hiring: PDRA to join my #ukriflf project to understand how forest structure, function and dynamics are linked in Europe, using high resolution remote sensing data (TLS, UAV-LS). Based in Cambridge.
Please share! ๐ณโก๐ฐ๏ธ๐ฒ
Full details: www.jobs.cam.ac.uk/job/50447/
#pdra #forests #lidar
From @uninmbu.bsky.social @skogrover.bsky.social and @smartforest.bsky.social the Forest Inventory and Planning Seminar is running now!
the program ๐
www.forestinventory.no?p=2966&lang=NO
#AI #deeplearning #pointclouds #environmental_information #airborne #laserscanning #Lidar #remote_sensing
๐จ Deadline Extended! ๐จ (please share!)
Great news! The #SilviLaser2025 abstract submission deadline has been extended to March 14, 2025.
Don't miss your chance to present your research at this premier #LaserScanning & #forestry event in Quebec City!
๐ข Submit now: www.silvilaser2025.com
๐ฒ #SingleTreeProject optimizes tree-based #forestvaluechains with advanced digital tech.
๐คLed by 14 partners across Norway, Sweden, Finland, Spain, and Switzerland, it focuses on climate adaptation, forest resilience, and multifunctional use of woody biomass through precision forestry.
Mark your calendars!
ForestSAT 2026 will be hosted by the University of Florida, Gainesville, USA - May 4-8, 2026.
Visit conference.ifas.ufl.edu/forestsat/in... for more details.
Find out more about the underlyng work here
paper: tinyurl.com/ymc37rcj
data: tinyurl.com/mpnha94h
code: tinyurl.com/4pxs2cuu
benchmark: tinyurl.com/5n64vyv3
๐ง Do not miss out on the latest podcast episode of Foresting Tomorrow on 'Machine Learning for Tree Species Classification" featuring the work on #FORspecies20K!
tinyurl.com/58y4z5hr
Thank you Jens Isbak and Rasmus Pedersen!
@3dforecotech.bsky.social + @smartforest.bsky.social
๐ FOR-species20K is out in Methods in Ecology & Evolution! ๐ฅณ 20K trees, 33 speciesโthe largest dataset for tree species classification from TLS/MLS/ULS! ๐ฒ๐ณ๐ #OpenScience
๐ฐ paper: tinyurl.com/2w3nm86d
๐พ data: zenodo.org/records/1325...
๐ป code: tinyurl.com/42r8ea7p
๐ฏ benchmark: tinyurl.com/2zrfpzhr
A warm welcome to Maria ร snes Moen in her new role as a postdoc in the SmartForest project! She will be using remotely sensed data to classify suitability for continuous cover forestry. Excited to see her continue her great work!
- Stay updated on ๐ก ๐ฒ SmartForest -
๐โจa collection of #open-source datasets and methods
๐ smartforest.no/methods-and-...
the complete list of publications
๐ smartforest.no/latest-publi...
#Forestsens our #AI-powered #cloud-based platform for #forest #sensor analytics
๐ forestsens.com
Hey there @bsky.app!
Please join us for #SilviLaser2025 for a great conference on cutting-edge technology in laser scanning and forestry ๐ฐ๏ธ๐ฒ
๐ฉ Quebec City
๐
Sept 29 - Oct 3, 2025
๐ Abstracts due Feb 28. 2025
Learn more at silvilaser2025.com! ๐
Please like and share this with your networks! ๐
๐ฒ๐ฐ๏ธ๐คWould you like to develop #AI methods for mapping forests using #RemoteSensing? We have an open 3-year #PhDPosition within the @smartforest.bsky.social project at our beautiful and snow-covered @uninmbu.bsky.social .Read more and apply here๐ bit.ly/4g8micX.
๐ฅ JOB ALERT ----- 3-year PhD position ------ ๐ January 31st, 2025๐ฅ
Do you want to join the @smartforest.bsky.social team at NMBU and work on the use of #AI for #forest mapping?
apply here: www.jobbnorge.no/en/available...
#openposition #machinelearning #forestinformation #forestmanagement #lidar
๐ฅ PUBLICATION ALERT
What is the value of detailed information for #airborne #laserscanning based #forest inventory approaches?
doi.org/10.1139/cjfr...
The authors from NMBU:
Olha Nahorna
Lennart Noordermeer
Terje Gobakken
Kyle Eivindson
#uncertainty #stochastic_programming #forest_management