Review of studies on tree species classification from remotely sensed data
Spatially explicit information on tree species composition of managed and natural forests,
plantations and urban vegetation provides valuable information for nature conservationists …
plantations and urban vegetation provides valuable information for nature conservationists …
Remote sensing technologies for enhancing forest inventories: A review
Forest inventory and management requirements are changing rapidly in the context of an
increasingly complex set of economic, environmental, and social policy objectives …
increasingly complex set of economic, environmental, and social policy objectives …
Individual tree segmentation and tree species classification in subtropical broadleaf forests using UAV-based LiDAR, hyperspectral, and ultrahigh-resolution RGB data
Accurate classification of individual tree species is essential for inventorying, managing, and
protecting forest resources. Individual tree species classification in subtropical forests …
protecting forest resources. Individual tree species classification in subtropical forests …
A review of tree species classification based on airborne LiDAR data and applied classifiers
M Michałowska, J Rapiński - Remote Sensing, 2021 - mdpi.com
Remote sensing techniques, developed over the past four decades, have enabled large-
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data
L Liu, NC Coops, NW Aven, Y Pang - Remote Sensing of Environment, 2017 - Elsevier
Mapping tree species within urban areas is essential for sustainable urban planning as well
as to improve our understanding of the role of urban vegetation as an ecological service …
as to improve our understanding of the role of urban vegetation as an ecological service …
Lidar boosts 3D ecological observations and modelings: A review and perspective
The advent of lidar has revolutionized the way we observe and measure vegetation structure
from the ground and from above and represents a major advance toward the quantification …
from the ground and from above and represents a major advance toward the quantification …
Identifying the genus or species of individual trees using a three-wavelength airborne lidar system
BC Budei, B St-Onge, C Hopkinson, FA Audet - Remote Sensing of …, 2018 - Elsevier
The identification of individual tree species is crucial for forest inventory, carbon stocks
assessment as well as for habitat and ecosystem change studies. Previous studies have …
assessment as well as for habitat and ecosystem change studies. Previous studies have …
无人机遥感与XGBoost 的红树林物种分类
徐逸， 甄佳宁， 蒋侠朋， 王俊杰 - 遥感学报, 2021 - ygxb.ac.cn
无人机遥感数据会衍生大量的光谱, 纹理与结构特征, 如何提取优势特征是提高红树林物种分类
效率和精度的关键问题. 针对深圳福田红树林自然保护区缓冲区获取的无人机高光谱影像和 …
效率和精度的关键问题. 针对深圳福田红树林自然保护区缓冲区获取的无人机高光谱影像和 …
Tree species classification using plant functional traits from LiDAR and hyperspectral data
Plant functional traits have been extensively used to describe, rank and discriminate species
according to their variability between species in classical plant taxonomy. However, the …
according to their variability between species in classical plant taxonomy. However, the …
Important LiDAR metrics for discriminating forest tree species in Central Europe
Numerous airborne LiDAR-derived metrics have been proposed for classifying tree species.
Yet an in-depth ecological and biological understanding of the significance of these metrics …
Yet an in-depth ecological and biological understanding of the significance of these metrics …