#PyForestScan - #Python #Library For Calculating #Forest #Structural #Metrics From #LiDAR #PointCloud Data
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doi.org/10.21105/jos...
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#GIS #spatial #mapping #JOSS #remotesensing #spatialanalysis #geostatistics #ecology #ecological #opensource #density #canopyheight #areaindex #forestry #monitoring
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doi.org/10.21105/jos...
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#GIS #spatial #mapping #JOSS #remotesensing #spatialanalysis #geostatistics #ecology #ecological #opensource #density #canopyheight #areaindex #forestry #monitoring
February 14, 2025 at 12:25 AM
Video Tutorial: youtu.be/vsIRTM98qaU
Notebook Example: opengeoai.org/examples/canopy_height
Meta's Canopy Height Model: github.com/facebookresearch/HighResCanopyHeight
#GeoAI #RemoteSensing #CanopyHeight #DeepLearning #Python #OpenSource
Notebook Example: opengeoai.org/examples/canopy_height
Meta's Canopy Height Model: github.com/facebookresearch/HighResCanopyHeight
#GeoAI #RemoteSensing #CanopyHeight #DeepLearning #Python #OpenSource
Canopy Height Estimation with GeoAI and Pretrained Models
YouTube video by Open Geospatial Solutions
youtu.be
February 6, 2026 at 2:49 PM
Video Tutorial: youtu.be/vsIRTM98qaU
Notebook Example: opengeoai.org/examples/canopy_height
Meta's Canopy Height Model: github.com/facebookresearch/HighResCanopyHeight
#GeoAI #RemoteSensing #CanopyHeight #DeepLearning #Python #OpenSource
Notebook Example: opengeoai.org/examples/canopy_height
Meta's Canopy Height Model: github.com/facebookresearch/HighResCanopyHeight
#GeoAI #RemoteSensing #CanopyHeight #DeepLearning #Python #OpenSource
🌲#ForestStructuralComplexity and #TreeDiversity inherently facilitate mutual reinforcement in natural forests, but confounding factors like #CanopyHeight and #StandDensity may mask this relationship.
#LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
#LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
March 3, 2026 at 3:57 PM
🌲#ForestStructuralComplexity and #TreeDiversity inherently facilitate mutual reinforcement in natural forests, but confounding factors like #CanopyHeight and #StandDensity may mask this relationship.
#LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
#LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
The actual relationship between #TreeDiversity and #ForestStructuralComplexity is mediated by ecological characteristics such as density and #CanopyHeight, but the interfering factors may mask the positive correlation between the two.
#LiDAR | #Disturbance
doi.org/10.1093/jpe/...
#LiDAR | #Disturbance
doi.org/10.1093/jpe/...
May 20, 2026 at 5:12 PM
The actual relationship between #TreeDiversity and #ForestStructuralComplexity is mediated by ecological characteristics such as density and #CanopyHeight, but the interfering factors may mask the positive correlation between the two.
#LiDAR | #Disturbance
doi.org/10.1093/jpe/...
#LiDAR | #Disturbance
doi.org/10.1093/jpe/...
【🎉Latest accepted article】
Canopy height and #StandDensity mask nature’s inherent synergy between #ForestStructuralComplexity and diversity
#TreeDiversity | #CanopyHeight | #LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
Canopy height and #StandDensity mask nature’s inherent synergy between #ForestStructuralComplexity and diversity
#TreeDiversity | #CanopyHeight | #LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
Canopy height and stand density mask nature’s inherent synergy between forest structural complexity and diversity
Abstract. Tree species diversity is widely assumed to correlate positively with structural complexity in forests, as differences in crown architecture amon
doi.org
October 19, 2025 at 3:39 PM
【🎉Latest accepted article】
Canopy height and #StandDensity mask nature’s inherent synergy between #ForestStructuralComplexity and diversity
#TreeDiversity | #CanopyHeight | #LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
Canopy height and #StandDensity mask nature’s inherent synergy between #ForestStructuralComplexity and diversity
#TreeDiversity | #CanopyHeight | #LiDAR | #Disturbance | #LightCompetition
@mapjournals.bsky.social
doi.org/10.1093/jpe/...
2/4 💡 Key Findings
-Surface temp ⬆ when more forest burns 🔥
- Growing season soil temp ⬆ 2°C for every 10m decrease in canopy height
-Growing season soil moisture 💧 was weakly negatively impacted by the loss of 🌲
-Moderate resolution #CanopyHeight (15 m)🌲best explained differences in Temperature
-Surface temp ⬆ when more forest burns 🔥
- Growing season soil temp ⬆ 2°C for every 10m decrease in canopy height
-Growing season soil moisture 💧 was weakly negatively impacted by the loss of 🌲
-Moderate resolution #CanopyHeight (15 m)🌲best explained differences in Temperature
March 28, 2025 at 9:11 PM
2/4 💡 Key Findings
-Surface temp ⬆ when more forest burns 🔥
- Growing season soil temp ⬆ 2°C for every 10m decrease in canopy height
-Growing season soil moisture 💧 was weakly negatively impacted by the loss of 🌲
-Moderate resolution #CanopyHeight (15 m)🌲best explained differences in Temperature
-Surface temp ⬆ when more forest burns 🔥
- Growing season soil temp ⬆ 2°C for every 10m decrease in canopy height
-Growing season soil moisture 💧 was weakly negatively impacted by the loss of 🌲
-Moderate resolution #CanopyHeight (15 m)🌲best explained differences in Temperature
Amazing new resource: Global tree #canopy cover https://meta-forest-monitoring-okw37.projects.earthengine.app/view/canopyheight?apcid=0065b3d598d5363d96b7b101
https://www.sciencedirect.com/science/article/pii/S003442572300439X?apcid=0065b3d598d5363d96b7b101 […]
[Original post on mapstodon.space]
https://www.sciencedirect.com/science/article/pii/S003442572300439X?apcid=0065b3d598d5363d96b7b101 […]
[Original post on mapstodon.space]
June 27, 2024 at 8:53 PM