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Posts by SmartForest4.0

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Our postdoc Alexander Scharf presented the technical aspects of single-log #traceability at the ForestryBoost workshop in Sweden.

๐Ÿ˜ Thanks to Logscom for organising the event.

๐Ÿ‘‰ tinyurl.com/ForestryBoos...

๐Ÿ“ทLukas Stopfer, logscom.com

#ComputerVision #AI #DeepLearning #ForestAI #EUDR

1 month ago 5 0 0 0
๐Ÿ”ธ Advancing tree species composition prediction in boreal forests with remote sensing โ€“ Jaime Candelas Bielza.

๐Ÿ”ธ 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 ๐Ÿ‘‰ https://fieldgeo.com/

You can read the dissertation of Jaime here ๐Ÿ‘‰ https://hdl.handle.net/11250/3190012

๐Ÿ”ธ Advancing tree species composition prediction in boreal forests with remote sensing โ€“ Jaime Candelas Bielza. ๐Ÿ”ธ 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 ๐Ÿ‘‰ https://fieldgeo.com/ You can read the dissertation of Jaime here ๐Ÿ‘‰ https://hdl.handle.net/11250/3190012

Join us for our Open SmartForest Seminar on Remote sensing and AI in Forest Management with Field Geospatial!

๐Ÿ—“๏ธJanuary 22nd, 14.00 - 15.30 CET
๐Ÿ”—register and get the meeting link here nibio.pameldingssystem.no/smartforest-...

@uninmbu.bsky.social #AI #remotesensing #forestmanagement #ForestAI

3 months ago 3 1 0 0
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๐Ÿ’ก ๐ŸŒฒ @smartforest.bsky.social wishes you all a Merry Christmas and a happy New Year. ๐ŸŽ„ โœจ

๐ŸŽ‰webpage smartforest.no
๐ŸŽpublications smartforest.no/latest-publi...
๐ŸŽ€methods and datasets smartforest.no/methods-and-...
๐Ÿช…forestsens smartforest.no/forestsens/

3 months ago 2 0 0 0
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๐Ÿ“ข WE'RE HIRING ๐Ÿ“ข --- ๐Ÿ“ข 4 VACANT POSITIONS ๐Ÿ“ข

๐Ÿ’ก ๐ŸŒฒ SmartForest at @uninmbu.bsky.social and NIBIO is announcing a #Postdoc position and 3 #PhD_scholarships dedicated to advancing #AI in #forestry

๐Ÿ“ Full-time, 3-year positions based in ร…s, Norway

apply here ๐Ÿ‘‰ smartforest.no/2025/10/30/4...

5 months ago 8 1 0 0
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๐Ÿ“Œ Stay updated on SmartForest

โœ”๏ธ the webpage ๐Ÿ‘‰ smartforest.no
๐Ÿงพ the publications ๐Ÿ‘‰ smartforest.no/latest-publi...
๐Ÿ“ˆ the codes and datasets ๐Ÿ‘‰ smartforest.no/methods-and-...

Or try #Forestsens, our #AI-powered ##cloud-based platform for #forest #sensor analytics.

๐Ÿ‘‰ forestsens.com

#forestmanagement

8 months ago 0 0 0 0
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๐ŸŒฒ๐Ÿš€ Big leap in #SmartForest AI!

Meet #ForestFormer3D โ€“ our new SOTA model for 3D forest segmentation (semantic + instance)! ๐ŸŒณ

๐Ÿ”— Preprint arxiv.org/abs/2506.16991
๐Ÿ”— Project bxiang233.github.io/FF3D/

๐Ÿ‘ Led by Binbin Xiang + team @NIBIO

#AI #Forestry #SOTA

9 months ago 10 3 0 1
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๐Ÿ’ฅNEW POSTDOC POSITION๐Ÿ’ฅ at #SmartForest at #NIBIO in ร…s, Norway

๐Ÿ“ Full-time, 3-year position

are you into #ComputerVision for sustainable #ForestManagement?

๐Ÿ“† Apply by June 8, 2025

Apply here ๐Ÿ‘‰ www.jobbnorge.no/en/available...

#PanopticSegmentation #MachineLearning #DeepLearning #AIforNature

11 months ago 2 4 0 0
Maria Postdoc CCF
Maria Postdoc CCF YouTube video by SmartForest

@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

11 months ago 1 0 0 0
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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

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

11 months ago 5 1 0 0
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๐Ÿ‘ฉโ€๐ŸŽ“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 ร˜rka, Lennart Noordermeer & Erik Nรฆsset.

11 months ago 9 4 0 0
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๐Ÿ’ฅ ๐Ÿ‘ฉโ€๐ŸŽ“ We are proud and happy to announce that Jaime Candelas Bielza defended his PhD on ๐ŸŽ‰

"Advancing #tree_species_composition prediction in boreal #forests with #remote_sensing"

read more here ๐Ÿ‘‰ tinyurl.com/43fxb8ae

@uninmbu.bsky.social @skogrover.bsky.social

#forest_inventory #sensors

11 months ago 4 0 0 0
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@johannesrahlf.bsky.social presented #ForestSens at the #ANDSummit2025 at Oracle in Redwood Shores, CA!

๐ŸŒฒ LiDAR-based tree segmentation
๐ŸŒณ Drone-driven tree species classification
๐Ÿ”ฅ Forest disturbance and damage detection

#AI #LiDAR #forestmanagement #precisionforestry #deeplearning

๐Ÿ“ท Jean Ihm

1 year ago 8 2 0 0
Fr70 Forestry robotic research platform
Fr70 Forestry robotic research platform YouTube video by SmartForest

๐ŸŽ‰ We reached a milestone in our journey to create an operational #autonomous robot for #forest_operations ๐ŸŒฒ๐Ÿค–๐ŸŒฒ

We partnered with Pfanzelt Maschinenbau and transformed the Moritz Fr70, into a forestry #robotic #research platform

Read more here ๐Ÿ‘‰ tinyurl.com/58cwm745

youtu.be/flvGVGSjvs4

#nibio

1 year ago 1 0 0 0
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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

๐Ÿ“ขPostdoc opportunity in remote sensing of forest biodiversity ๐ŸŒฟ๐ŸŒ

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...

1 year ago 9 4 0 0
Postdoctoral fellow Binbin, NIBIO, SmartForest
Postdoctoral fellow Binbin, NIBIO, SmartForest YouTube video by SmartForest

๐ŸŽ‰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

1 year ago 4 0 0 0
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Build with us a ๐ŸŒ databases for #tree #species & health identification - #TreeAI
โœ… >70 datasets, 32 countries
โœ… 114,688 tree species annotations ๐ŸŒฟ
โœ… >100 tree species, RGB/I bands, <10 cm spatial resolution
โœ… 95% of data available under public licenses
๐Ÿ’ก Interested? โžก๏ธhttps://lnkd.in/eduYf9Zd

1 year ago 5 2 0 1
Research Associate (Fixed Term) - Job Opportunities - University of Cambridge Research Associate (Fixed Term) in the Department of Geography at the University of Cambridge.

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! ๐ŸŒณโšก๐Ÿ›ฐ๏ธ๐ŸŒฒ

Full details: www.jobs.cam.ac.uk/job/50447/

#pdra #forests #lidar

1 year ago 37 36 1 5
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From @uninmbu.bsky.social @skogrover.bsky.social and @smartforest.bsky.social the Forest Inventory and Planning Seminar is running now!

the program ๐Ÿ‘‰
www.forestinventory.no?p=2966&lang=NO

#AI #deeplearning #pointclouds #environmental_information #airborne #laserscanning #Lidar #remote_sensing

1 year ago 1 0 0 0
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SilviLaser 2025

๐Ÿšจ Deadline Extended! ๐Ÿšจ (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!

๐Ÿ“ข Submit now: www.silvilaser2025.com

1 year ago 1 1 0 0
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๐ŸŒฒ #SingleTreeProject optimizes tree-based #forestvaluechains with advanced digital tech.
๐Ÿค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.

1 year ago 4 1 0 0
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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.

1 year ago 5 3 0 2
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Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FORโ€species20K dataset Proximally sensed laser scanning presents new opportunities for automated forest ecosystem data capture. However, a gap remains in deriving ecologically pertinent information, such as tree species...

Find out more about the underlyng work here

paper: tinyurl.com/ymc37rcj
data: tinyurl.com/mpnha94h
code: tinyurl.com/4pxs2cuu
benchmark: tinyurl.com/5n64vyv3

1 year ago 0 0 0 0
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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 spโ€ฆ

๐ŸŽง 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

1 year ago 2 1 1 0
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๐Ÿš€ FOR-species20K is out in Methods in Ecology & Evolution! ๐Ÿฅณ 20K trees, 33 speciesโ€”the largest dataset for tree species classification from TLS/MLS/ULS! ๐ŸŒฒ๐ŸŒณ๐ŸŽ„ #OpenScience

๐Ÿ“ฐ paper: tinyurl.com/2w3nm86d
๐Ÿ’พ data: zenodo.org/records/1325...
๐Ÿ’ป code: tinyurl.com/42r8ea7p
๐ŸŽฏ benchmark: tinyurl.com/2zrfpzhr

1 year ago 31 7 0 2
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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!

1 year ago 4 1 0 0
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- Stay updated on ๐Ÿ’ก ๐ŸŒฒ SmartForest -

๐Ÿ“Šโœจa collection of #open-source datasets and methods

๐Ÿ‘‰ smartforest.no/methods-and-...

the complete list of publications

๐Ÿ‘‰ smartforest.no/latest-publi...

#Forestsens our #AI-powered #cloud-based platform for #forest #sensor analytics

๐Ÿ‘‰ forestsens.com

1 year ago 6 0 0 1
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SilviLaser 2025

Hey there @bsky.app!

Please join us for #SilviLaser2025 for a great conference on cutting-edge technology in laser scanning and forestry ๐Ÿ›ฐ๏ธ๐ŸŒฒ

๐Ÿšฉ Quebec City
๐Ÿ“… Sept 29 - Oct 3, 2025
๐Ÿ“ƒ Abstracts due Feb 28. 2025

Learn more at silvilaser2025.com! ๐ŸŒ
Please like and share this with your networks! ๐Ÿ™

1 year ago 17 12 0 2
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๐ŸŒฒ๐Ÿ›ฐ๏ธ๐Ÿค–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 here๐Ÿ‘‰ bit.ly/4g8micX.

1 year ago 5 3 0 0
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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

๐Ÿ’ฅ JOB ALERT ----- 3-year PhD position ------ ๐Ÿ“† January 31st, 2025๐Ÿ’ฅ

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

1 year ago 2 0 0 0
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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...

๐Ÿ’ฅ 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

1 year ago 1 1 0 0