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5/6 We expect the #lidar to provide new insights in daily and seasonal dynamics of #IndividualTree in boreal #forest and how these link with #hydrologicalcycle, #carboncycle, and #climatechange

There should be a handbook on how to explain to young tellents why their excellent works can be awkwardly rejected, and more importantly how to convince them they should continue.

Looking for a post-doc position? Why not Prague? 🌲👨‍💻🥘🕍

20 years ago when I started, #TLS was 15-30 kilo. You really need a team of a few guys to survive the bonechilling cold in #forest. Good to witness the downsize of the scan, the boom of the application, and to miss the beer after 12-hour-long day compaign UNITE Flagship FGI, NLS

2K #reTweet 10K like. But the question is how this happened?

We have done it!

Got one rejection email after 2 years work. What is the merit of a scientist? How many rejection does he or she collect to prove the scientific merits?

A dear friend just passed away unexpectedly. You dedicated everything to SCIENCE until SCIENCE takes your life.

Excellent team work on Close-Range Remote Sensing of Forest. FGI, NLS DLR - English UEF Forest Sciences University of Helsinki FŽP ČZU v Praze TU Wien and CRFI, NFU, WU. #close_range_remote_sensing #lidar #mobile #UAV #Wearable #environment #ecology #forest

Wow, science!

Former Director of FGI, Juhani Kakkuri, 1933-2022. A great scientist, a gentleman. A big lost.

Hyper-temporal LiDAR brought new evidences for forest functioning processes. Now confirmed phenology has significant impacts on the speices classification, eg. Nov. is best for classify speices in boreal forest using LiDAR reflectance. sciencedirect.com/science/articl… #timeseries #forest

Update!!! ISPRS ITC #Contest released 3 New #datasets and New sample code to build your #AI method! New Deadlines: Phase 1: Jun 15th; Phase 2: Jun 22nd. Still chance to participate and win 10000$ prize. Contact me to join. Follow news www2.isprs.org/commissions/co…

Congrats to Winners! 6 teams win 10 000$ in ISPRS Individual Tree Crown detection #Contest. Ceremony in Nov 2024, Brazil, ISPRS Symposium. How can #AI #deeplearning solve ITC challenges? Top 20 methods give 25-55% #segmentation accuracy. How to breakthrough the state-of-the-art?

ForestSemantic #open #3D #dataset now online. LoD 4 branch level #annotation for #tree in #forest for #deeplearning #AI. More data to come out after final verification. Data: zenodo.org/records/132856… Paper: doi.org/10.1080/100950… News: www2.isprs.org/commissions/co…