Brent Murray
@brntmrry.bsky.social
PhD Candidate @irssubc.bsky.social | #DeepLearning and #DataFusion for Tree Species Prediction.
https://github.com/Brent-Murray
https://github.com/Brent-Murray
Reposted by Brent Murray
NEW PAPER 📣 Individual tree species prediction using airborne laser scanning data and derived point-cloud metrics within a dual-stream deep learning approach
doi.org/10.1016/j.ja...
✍️: Murray, Coops, White, Barbeito, Dick (adamdick.bsky.social), Ragabv
#DeepLearning #AI #Lidar
doi.org/10.1016/j.ja...
✍️: Murray, Coops, White, Barbeito, Dick (adamdick.bsky.social), Ragabv
#DeepLearning #AI #Lidar
October 20, 2025 at 4:12 PM
NEW PAPER 📣 Individual tree species prediction using airborne laser scanning data and derived point-cloud metrics within a dual-stream deep learning approach
doi.org/10.1016/j.ja...
✍️: Murray, Coops, White, Barbeito, Dick (adamdick.bsky.social), Ragabv
#DeepLearning #AI #Lidar
doi.org/10.1016/j.ja...
✍️: Murray, Coops, White, Barbeito, Dick (adamdick.bsky.social), Ragabv
#DeepLearning #AI #Lidar
Reposted by Brent Murray
Bienvenue à SilviLaser 2025! ⚜️🌲
#IRSSlab members Brent Murray (@brntmrry.bsky.social) and Liam Irwin kicked off the conference today with a workshop on #lidR and #LAStools.
Lots of exciting talks and sessions ahead — make sure to stop by and say hi!
#Silvilaser2025 @silvilaser2025.bsky.social
#IRSSlab members Brent Murray (@brntmrry.bsky.social) and Liam Irwin kicked off the conference today with a workshop on #lidR and #LAStools.
Lots of exciting talks and sessions ahead — make sure to stop by and say hi!
#Silvilaser2025 @silvilaser2025.bsky.social
September 29, 2025 at 4:36 PM
Bienvenue à SilviLaser 2025! ⚜️🌲
#IRSSlab members Brent Murray (@brntmrry.bsky.social) and Liam Irwin kicked off the conference today with a workshop on #lidR and #LAStools.
Lots of exciting talks and sessions ahead — make sure to stop by and say hi!
#Silvilaser2025 @silvilaser2025.bsky.social
#IRSSlab members Brent Murray (@brntmrry.bsky.social) and Liam Irwin kicked off the conference today with a workshop on #lidR and #LAStools.
Lots of exciting talks and sessions ahead — make sure to stop by and say hi!
#Silvilaser2025 @silvilaser2025.bsky.social
Reposted by Brent Murray
White et al. Enhanced forest inventories in Canada: implementation, status, and research needs. #EFI
➡️ Airborne Laser Scanning (ALS) is operational for forest inventory in Canada enabling EFIs.
➡️ Coverage exceeds 66% of Canada’s managed forest area (~230 million ha). #lidar
🔗 doi.org/10.1139/cjfr...
➡️ Airborne Laser Scanning (ALS) is operational for forest inventory in Canada enabling EFIs.
➡️ Coverage exceeds 66% of Canada’s managed forest area (~230 million ha). #lidar
🔗 doi.org/10.1139/cjfr...
September 10, 2025 at 8:23 PM
White et al. Enhanced forest inventories in Canada: implementation, status, and research needs. #EFI
➡️ Airborne Laser Scanning (ALS) is operational for forest inventory in Canada enabling EFIs.
➡️ Coverage exceeds 66% of Canada’s managed forest area (~230 million ha). #lidar
🔗 doi.org/10.1139/cjfr...
➡️ Airborne Laser Scanning (ALS) is operational for forest inventory in Canada enabling EFIs.
➡️ Coverage exceeds 66% of Canada’s managed forest area (~230 million ha). #lidar
🔗 doi.org/10.1139/cjfr...
Reposted by Brent Murray
#Silvilaser2025 is coming up in 3 weeks!
We're getting excited so we wanted to remind you of our ✨3 keynote speakers✨
To read more about them visit 👉 www.silvilaser2025.com/speakers
Which talk are you most looking forward to?!
#remotesensing #laserscanning #forestmanagement #foresters
We're getting excited so we wanted to remind you of our ✨3 keynote speakers✨
To read more about them visit 👉 www.silvilaser2025.com/speakers
Which talk are you most looking forward to?!
#remotesensing #laserscanning #forestmanagement #foresters
September 8, 2025 at 8:55 PM
#Silvilaser2025 is coming up in 3 weeks!
We're getting excited so we wanted to remind you of our ✨3 keynote speakers✨
To read more about them visit 👉 www.silvilaser2025.com/speakers
Which talk are you most looking forward to?!
#remotesensing #laserscanning #forestmanagement #foresters
We're getting excited so we wanted to remind you of our ✨3 keynote speakers✨
To read more about them visit 👉 www.silvilaser2025.com/speakers
Which talk are you most looking forward to?!
#remotesensing #laserscanning #forestmanagement #foresters
Reposted by Brent Murray
NEW PAPER 📣 Tree species proportion prediction using #AirborneLaserScanning & #Sentinel2 data with a #DeepLearning approach
#OpenAccess🔓 doi.org/10.1080/0143...
📖: @ijremotesensing.bsky.social
✍️ Murray (@brntmrry.bsky.social), Coops, White, Dick (@adamdick.bsky.social) & Ragab
@forestry.ubc.ca
#OpenAccess🔓 doi.org/10.1080/0143...
📖: @ijremotesensing.bsky.social
✍️ Murray (@brntmrry.bsky.social), Coops, White, Dick (@adamdick.bsky.social) & Ragab
@forestry.ubc.ca
June 19, 2025 at 5:33 PM
NEW PAPER 📣 Tree species proportion prediction using #AirborneLaserScanning & #Sentinel2 data with a #DeepLearning approach
#OpenAccess🔓 doi.org/10.1080/0143...
📖: @ijremotesensing.bsky.social
✍️ Murray (@brntmrry.bsky.social), Coops, White, Dick (@adamdick.bsky.social) & Ragab
@forestry.ubc.ca
#OpenAccess🔓 doi.org/10.1080/0143...
📖: @ijremotesensing.bsky.social
✍️ Murray (@brntmrry.bsky.social), Coops, White, Dick (@adamdick.bsky.social) & Ragab
@forestry.ubc.ca
Reposted by Brent Murray
NEW PAPER 📣 Capturing constraints on #boreal gross #PrimaryProductivity using the #remotesensing based CAN-TG model.
#OpenAccess🔓 doi.org/10.1016/j.ec...
✍️ Melser (@ramonmelser.bsky.social), Coops, Wulder (@mikewulder.bsky.social), Derksen, Knox, Wang
💰CSA #NSERC
Highlights in 🧵
@forestry.ubc.ca
#OpenAccess🔓 doi.org/10.1016/j.ec...
✍️ Melser (@ramonmelser.bsky.social), Coops, Wulder (@mikewulder.bsky.social), Derksen, Knox, Wang
💰CSA #NSERC
Highlights in 🧵
@forestry.ubc.ca
March 25, 2025 at 5:41 PM
NEW PAPER 📣 Capturing constraints on #boreal gross #PrimaryProductivity using the #remotesensing based CAN-TG model.
#OpenAccess🔓 doi.org/10.1016/j.ec...
✍️ Melser (@ramonmelser.bsky.social), Coops, Wulder (@mikewulder.bsky.social), Derksen, Knox, Wang
💰CSA #NSERC
Highlights in 🧵
@forestry.ubc.ca
#OpenAccess🔓 doi.org/10.1016/j.ec...
✍️ Melser (@ramonmelser.bsky.social), Coops, Wulder (@mikewulder.bsky.social), Derksen, Knox, Wang
💰CSA #NSERC
Highlights in 🧵
@forestry.ubc.ca
So glad to have been able to be a part of this!
🚀 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
📰 paper: tinyurl.com/2w3nm86d
💾 data: zenodo.org/records/1325...
💻 code: tinyurl.com/42r8ea7p
🎯 benchmark: tinyurl.com/2zrfpzhr
February 5, 2025 at 2:19 AM
So glad to have been able to be a part of this!
Reposted by Brent Murray
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! 🙏
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
January 31, 2025 at 1:06 AM
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! 🙏
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! 🙏
Reposted by Brent Murray
For all our #RemoteSensing and #Lidar friends here on BlueSky, be sure to follow us for all the info relating to SilviLaser 2025!
📅 Sep 29 - Oct 3, 2025
🚩 Quebec City, Canada
📃 Call for abstracts is now open!
🖥️ Be sure to sign up for our newsletter!
www.silvilaser2025.com
@ubcforestry.bsky.social
📅 Sep 29 - Oct 3, 2025
🚩 Quebec City, Canada
📃 Call for abstracts is now open!
🖥️ Be sure to sign up for our newsletter!
www.silvilaser2025.com
@ubcforestry.bsky.social
SilviLaser 2025
www.silvilaser2025.com
January 24, 2025 at 6:48 PM
For all our #RemoteSensing and #Lidar friends here on BlueSky, be sure to follow us for all the info relating to SilviLaser 2025!
📅 Sep 29 - Oct 3, 2025
🚩 Quebec City, Canada
📃 Call for abstracts is now open!
🖥️ Be sure to sign up for our newsletter!
www.silvilaser2025.com
@ubcforestry.bsky.social
📅 Sep 29 - Oct 3, 2025
🚩 Quebec City, Canada
📃 Call for abstracts is now open!
🖥️ Be sure to sign up for our newsletter!
www.silvilaser2025.com
@ubcforestry.bsky.social