📢 Introducing the OAM-TCD Dataset! 🌎 High-resolution aerial image tiles from around the world, spanning diverse terrestrial biomes, urban, and natural environments. 🛰️ Sourced from OpenAerialMap (OAM) user-contributed UAV and aerial RGB surveys. 📏 10 cm/px resolution with 2048x2048 px GeoTIFF tiles (>20k hectares total). 🧩 Instance-level polygon masks for 280k individual trees and 56k canopy groups. 🔎 Ideal for tree crown delineation, canopy cover mapping, and DL-based ecological monitoring. 📄 Dataset: eod-grss-ieee.com/dataset-de… #IEEEGRSS #IADF #RemoteSensing #EarthObservation #TreeDetection #TreeCrownDelineation #AerialImagery #ForestRestoration #DeepLearning

🌳 Interested in AI & Tree Detection? 🌍 Learn how AI detects trees in high-resolution imagery with Esri's Tree Detection Deep Learning Model! Perfect for forestry, urban planning & more. 🔗 Check it out: arcgis.com/home/item.html?id… #AI #DeepLearning #GIS #TreeDetection 🌱

#MostDownloaded 🌲Correcting the Results of CHM-Based Individual #TreeDetection Algorithms to Improve Their Accuracy and Reliability by Maciej Lisiewicz, Agnieszka Kamińska, Bartłomiej Kraszewski and Krzysztof Stereńczak mdpi.com/2072-4292/14/8/1822 #forests

#remotesensing 📢#UAV-Based #LiDAR Scanning for Individual #TreeDetection and Height Measurement in Young Forest Permanent Trials by Francisco Rodríguez-Puerta, Esteban Gómez-García, Saray Martín-García, Fernando Pérez-Rodríguez and Eva Prada 👉 mdpi.com/2072-4292/14/1/170

#mostdownloaded #remotesensing 📢Comparison of Classical Methods and Mask R-CNN for Automatic #TreeDetection and #Mapping Using #UAV Imagery by Kunyong Yu, Zhenbang Hao, Christopher J. Post, Elena A. Mikhailova, Lili Lin, et all. 🔗mdpi.com/2072-4292/14/2/295

Very excited to share our latest research on UAV based individual tree crown detection, delineation, and parameter estimation. #Drone #TreeDetection #VHROptical #RemoteSensing Please find more details in our Remote Sensing paper: mdpi.com/2072-4292/14/9/2044

computer vision and aerial images give growers detailed info about the entire field and each individual plant/tree What plants need more attention and where you need to start #treedetection and recognition #plantstress #irrigation #agtech @ALCanadaLabs #orchard #cannabis

👉 How to work with images that are not simply RGB on Picterra? 👉 Do you need to use a false color image in #QGIS? This article explains the process in a nutshell 👇 buff.ly/32RKqye #multispectral #GIS #TreeDetection #UAV #drones #RemoteSensing #forestry #GEOAI

The #LidR 📦 has a huge array of tools available to process your #lidar data: ✅Lidar #DataVisualization ✅Individual #TreeDetection ✅Canopy height models ✅#DTMs ✅Classification ✅Normalization ✅Custom metrics more! 📦: github.com/Jean-Romain/lidR #rstudio #RStats #ALS

"A Method for #TreeDetection Based on Similarity with Geometric Shapes of 3D Geospatial Data" by Mihai-Sorin Stupariu, Alin-Ionuț Pleșoianu, Ileana Pătru-Stupariu and Christine Fürst 👉mdpi.com/2220-9964/9/5/298 #digitalsurfacemodel #wavelets #canopy3Dmetric #LiDAR

Getting there. #deeplearning #oilpalm #treedetection

Wildfire in Jack Pine Forests: How Drones and Satellites Can Help Recovery #Environment #Forestry #geography #JackPine #LiDAR #Pinusbanksiana #SpatialScience #TreeDetection #Drones #UAV dronebelow.com/2018/12/03/wi…

🔥2017 Highly cited paper Individual #TreeDetection and Classification with #UAV-Based #Photogrammetric Point Clouds and #Hyperspectral Imaging by Nevalainen, O.; Honkavaara, E.; et al. 2017 👉mdpi.com/182536 #PointClouds