SmartForest4.0
@smartforest.bsky.social
SmartForest: bringing Industry 4.0 to the Norwegian forest sector www.smartforest.no https://forestsens.com/
Our postdoc Alexander Scharf presented the technical aspects of single-log #traceability at the ForestryBoost workshop in Sweden. 😍 Thanks to Logscom for organising the event. 👉 tinyurl.com/ForestryBoos... 📷Lukas Stopfer, logscom.com #ComputerVision #AI #DeepLearning #ForestAI #EUDR
Join us for our Open SmartForest Seminar on Remote sensing and AI in Forest Management with Field Geospatial! 🗓️January 22nd, 14.00 - 15.30 CET 🔗register and get the meeting link here nibio.pameldingssystem.no/smartforest-... @uninmbu.bsky.social #AI #remotesensing #forestmanagement #ForestAI
💡 🌲 @smartforest.bsky.social wishes you all a Merry Christmas and a happy New Year. 🎄 ✨ 🎉webpage smartforest.no 🎁publications smartforest.no/latest-publi... 🎀methods and datasets smartforest.no/methods-and-... 🪅forestsens smartforest.no/forestsens/
📢 WE'RE HIRING 📢 --- 📢 4 VACANT POSITIONS 📢 💡 🌲 SmartForest at @uninmbu.bsky.social and NIBIO is announcing a #Postdoc position and 3 #PhD_scholarships dedicated to advancing #AI in #forestry 📍 Full-time, 3-year positions based in Ås, Norway apply here 👉 smartforest.no/2025/10/30/4...
📌 Stay updated on SmartForest ✔️ the webpage 👉 smartforest.no 🧾 the publications 👉 smartforest.no/latest-publi... 📈 the codes and datasets 👉 smartforest.no/methods-and-... Or try #Forestsens, our #AI-powered ##cloud-based platform for #forest #sensor analytics. 👉 forestsens.com #forestmanagement
🌲🚀 Big leap in #SmartForest AI! Meet #ForestFormer3D – our new SOTA model for 3D forest segmentation (semantic + instance)! 🌳 🔗 Preprint arxiv.org/abs/2506.16991 🔗 Project bxiang233.github.io/FF3D/ 👏 Led by Binbin Xiang + team @NIBIO #AI #Forestry #SOTA
💥NEW POSTDOC POSITION💥 at #SmartForest at #NIBIO in Ås, Norway 📍 Full-time, 3-year position are you into #ComputerVision for sustainable #ForestManagement? 📆 Apply by June 8, 2025 Apply here 👉 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
Maria Postdoc CCF
YouTube video by SmartForest
youtu.be
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
Multi-objective value of information assessment using stochastic programming: addressing uncertainty in site index determination
Abstract. Assessing the value of information (VoI) plays a critical role in determining the usefulness of data for informed decision-making. The evaluation
doi.org
👩🎓Congratulations 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 Ørka, Lennart Noordermeer & Erik Næsset.
💥 👩🎓 We are proud and happy to announce that Jaime Candelas Bielza defended his PhD on 🎉 "Advancing #tree_species_composition prediction in boreal #forests with #remote_sensing" read more here 👉 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! 🌲 LiDAR-based tree segmentation 🌳 Drone-driven tree species classification 🔥 Forest disturbance and damage detection #AI #LiDAR #forestmanagement #precisionforestry #deeplearning 📷 Jean Ihm
🎉 We reached a milestone in our journey to create an operational #autonomous robot for #forest_operations 🌲🤖🌲 We partnered with Pfanzelt Maschinenbau and transformed the Moritz Fr70, into a forestry #robotic #research platform Read more here 👉 tinyurl.com/58cwm745 youtu.be/flvGVGSjvs4 #nibio
Fr70 Forestry robotic research platform
YouTube video by SmartForest
youtu.be
📢Postdoc opportunity in remote sensing of forest biodiversity 🌿🌍 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...
Postdoctoral fellow within remote sensing of forest biodiversity (277361) | Norwegian University of Life Sciences (NMBU)
Job title: Postdoctoral fellow within remote sensing of forest biodiversity (277361), Employer: Norwegian University of Life Sciences (NMBU), Deadline: Friday, April 4, 2025
jobbnorge.no
🎉We 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
Postdoctoral fellow Binbin, NIBIO, SmartForest
YouTube video by SmartForest
youtu.be
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! 🌳⚡🛰️🌲 Full details: www.jobs.cam.ac.uk/job/50447/ #pdra #forests #lidar
Research Associate (Fixed Term) - Job Opportunities - University of Cambridge
Research Associate (Fixed Term) in the Department of Geography at the University of Cambridge.
jobs.cam.ac.uk
From @uninmbu.bsky.social @skogrover.bsky.social and @smartforest.bsky.social the Forest Inventory and Planning Seminar is running now! the program 👉 www.forestinventory.no?p=2966&lang=NO #AI #deeplearning #pointclouds #environmental_information #airborne #laserscanning #Lidar #remote_sensing
Takst- og planseminar 2025 | forestinventory.no
forestinventory.no
SkogRover@skogrover.bsky.social · last yr.🌲 Forest Inventory & Planning Seminar 🌲 Our largest turnout yet with 80+ participants! A huge thank you to everyone for your participation and contributions—your engagement made this event a success. Let's keep working together for better forest management!
🚨 Deadline Extended! 🚨 (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! 📢 Submit now: www.silvilaser2025.com
SilviLaser 2025
silvilaser2025.com
🌲 #SingleTreeProject optimizes tree-based #forestvaluechains with advanced digital tech. 🤝Led 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.
🎧 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
Foresting Tomorrow #18 | Massive tree data and an new efficient planting machine
Foresting Tomorrow is a weekly podcast hosted by Jens Isbak and Rasmus Pedersen. In episode #18, we discuss a fascinating study conducted on 20,000 trees from 33 sp…
forestingtomorrow.com
🚀 FOR-species20K is out in Methods in Ecology & Evolution! 🥳 20K trees, 33 species—the largest dataset for tree species classification from TLS/MLS/ULS! 🌲🌳🎄 #OpenScience 📰 paper: tinyurl.com/2w3nm86d 💾 data: zenodo.org/records/1325... 💻 code: tinyurl.com/42r8ea7p 🎯 benchmark: tinyurl.com/2zrfpzhr
A warm welcome to Maria Åsnes 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 💡 🌲 SmartForest - 📊✨a collection of #open-source datasets and methods 👉 smartforest.no/methods-and-... the complete list of publications 👉 smartforest.no/latest-publi... #Forestsens our #AI-powered #cloud-based platform for #forest #sensor analytics 👉 forestsens.com
Hey there @bsky.app! Please join us for #SilviLaser2025 for a great conference on cutting-edge technology in laser scanning and forestry 🛰️🌲 🚩 Quebec City 📅 Sept 29 - Oct 3, 2025 📃 Abstracts due Feb 28. 2025 Learn more at silvilaser2025.com! 🌍 Please like and share this with your networks! 🙏
SilviLaser 2025
silvilaser2025.com
🌲🛰️🤖Would 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 here👉 bit.ly/4g8micX.
💥 JOB ALERT ----- 3-year PhD position ------ 📆 January 31st, 2025💥 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
PhD scholarship within use of AI for forest mapping (273633) | Norwegian University of Life Sciences (NMBU)
Job title: PhD scholarship within use of AI for forest mapping (273633), Employer: Norwegian University of Life Sciences (NMBU), Deadline: Friday, January 31, 2025
jobbnorge.no
💥 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
Assessing the importance of detailed forest inventory information using stochastic programming
Errors in forest inventory data can lead to sub-optimal management decisions and dramatic economic losses. Forest inventory approaches are typically evaluated by their levels of precision and accuracy...
doi.org
RoadSens: An integrated near-field sensor solution for 3D forest road monitoring was just published from @smartforest.bsky.social the article doi.org/10.1016/j.co... #forestry #forestmanagement #gnss #yolo #stereocamera #spacialmapping @stefanopuliti.bsky.social forestsens.com smartforest.no
