Top Tweets for #SYSSIFOSS
✨Our new #preprint comes with #opendata
https://t.co/eySXU4Zmfw
🌳Manually labeled #TerrestrialLaserScanning point clouds of individual #trees for leaf-wood separation🌲
#3DGeo #syssifoss #VirtuaLearn3D
Download from heiDATA or right from https://t.co/7lGkdEa7DD
📢Preprint Alert!📰
„Deep learning with simulated laser scanning data for 3D point cloud classification” https://t.co/kKmdHtZFhW @geogemgis @BernhardHofle
While waiting for reviews, we have published our latest research as a #preprint
#3DGeo #HELIOS++ #VirtuaLearn3D
🧵⬇️
This work was funded by @dfg_public (#VirtuaLearn3D #syssifoss) and further institutions. For the complete funding statement, please check the Acknowledgements of the paper 😉
(hw)
Awesome study led by our great colleague @JannikaSchafer @KIT_IfGG_Veg where we tested how simulated data of virtual forest plots can support the training of ALS-based biomass models🌲
#HELIOS #SYSSIFOSS @dfg_public @rembiofor
📰https://t.co/BoKypKCW62
🌐https://t.co/0NnJNB4P8Q
Our colleague Jannika Schäfer gave a very clear and entertaining presentation on “Potential and limitations of simulated #ALS data for forest biomass estimation” (using #HELIOS++ & #pytreedb; #SYSSIFOSS project) @KIT_IfGG_Veg @IfggKit @KITKarlsruhe 💪https://t.co/KMZHkTjbxV (3/9)
These data were also used in the #SYSSIFOSS project to develop a new approach to
🌳 create synthetic LiDAR data
🌳by combining the outputs of an established forest growth simulator with a
🌳database of species-specific model trees extracted from real LiDAR point clouds
(5/6)
Such simulated data may be used in sensitivity analyses, for algorithm development, and for #machinelearning. (hw)
#3dgeo @KITKarlsruhe #syssifoss
Project website: https://t.co/LmWUPq9Iy0
📢New paper out!
From forest stand information to laser scanning #pointcloud without a real scanner?
📰Read our new paper on generating synthetic laser scanning data of forests, led by @JannikaSchafer @KIT_IfGG_Veg
@geogemgis @BernhardHofle @FabianFassnach1 #syssifoss
The python package was developed within the #syssifoss project and currently contains almost 1500 trees, which are openly accessible!
https://t.co/LmWUPq9Iy0
#3DGeo #opensource
📢 1st release (v1.0.0) of #pytreedb, our #python #package providing an object-based database to store trees that were captured as 3D point clouds. 🌳
Test it: pip install pytreedb
DOI: https://t.co/ch65pPNXMf
GitHub: https://t.co/cm9VBs0Ho4
#syssifoss #opensource
We 💚#opendata !
Looking for full-waveform airborne #LiDAR data for #forest analysis?🤩
With ULS, TLS and field data available for the same plots?!🤯
➡️https://t.co/q9TtTaEtrA @PANGAEAdataPubl
Related to:
https://t.co/GqqQT81pYx and https://t.co/LwAJZ2Rh5X and
#SYSSIFOSS
(hw)
Using laser scanning to collect 3D point clouds, we acquired airborne, UAV-borne & terrestrial laser scanning data in German mixed forests via the #SYSSIFOSS project. 🧵(2/5)
📰New paper: 🌳🌲
Tree point clouds and tree measurements from multi-platform laser scanning in German forests (Data description paper) in @ESSD_journal
https://t.co/GqqQT81pYx
@HannahWe8 @JannikaSchafer @geogemgis @KrasovecNina @BernhardHofle @FabianFassnach1
#SYSSIFOSS (hw)
New data description paper: Individual tree point clouds and tree measurements from multi-platform laser scanning in German forests https://t.co/7CviXrQAJ0
📢Dataset correction
A new version of our @PANGAEAdataPubl dataset of TLS, ULS and ALS laser scanning point clouds of individual trees in two German forests is available at https://t.co/aLtQEOBTdy
and replaces our initial version (1/4) #SYSSIFOSS @IfggKit
Talk 1: Virtual Laser Scanning using HELIOS++ - Applications in Machine Learning and Forestry (Mon, 23 May, 13:20 – 15:38 CEST).
➡️https://t.co/TJbL17E4bq
HELIOS++ website: https://t.co/RjnVRba8wa
#HELIOS #3DGeo #SYSSIFOSS #LOKI
Talk 1: Virtual Laser Scanning using HELIOS++ - Applications in Machine Learning and Forestry (Mon, 23 May, 13:20 – 15:38 CEST).
➡️https://t.co/TJbL17E4bq
HELIOS++ website: https://t.co/rlqu1NO5Wr
#HELIOS #3DGeo #SYSSIFOSS #LOKI
PAPER ALERT 🔖
Great work by @HannahWe8 - give it a read to learn about LiDAR simulation for forestry applications 🌳🌲🧐 #3DGeo #SYSSIFOSS #HELIOS
with colleagues @geogemgis @FabianFassnach1 @BernhardHofle
Open access: https://t.co/Vg4hIAW0MO
New paper out: https://t.co/C3RIK2ckQI
We investigate different opaque voxel-based tree models in how well they represent trees in #LiDAR simulations with #HELIOS++ for single tree metric retrieval by comparing simulated and real data
(hw) #SYSSIFOSS @KITKarlsruhe
New paper out: https://t.co/C3RIK2ckQI
We investigate different opaque voxel-based tree models in how well they represent trees in #LiDAR simulations with #HELIOS++ for single tree metric retrieval by comparing simulated and real data
(hw) #SYSSIFOSS @KITKarlsruhe
New video about the #SYSSIFOSS project on the potential of synthetic #LiDAR data in #forestry applications.
Very interesting project and beautiful data visualisations :)
@KITKarlsruhe @dfg_public @UniHeidelberg #IFGG #HELIOS
SYSSIFOSS project video on the potential of synthetic LiDAR data in forestry applications https://t.co/SZSmJwDSJU Do you want to find out about the potential of simula
Twitter #crowd everywhere, join the #3DMicro tree mapping now: https://t.co/HWu38cFaz2
@BernhardHofle
released the #micromapping project at the #phowo and now it's your turn! Is it possible to catch up on billions of 3D #forest points? #SYSSIFOSS #3DGeo
Last days of fieldwork at Karlsruhe, scanning forest plots with our Riegl miniVUX attached to our Matrice 600 #syssifoss #3DGeo
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