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 …
Seeing the system from above: the use and potential of remote sensing for studying ecosystem dynamics
C Senf - Ecosystems, 2022 - Springer
Remote sensing techniques are increasingly used for studying ecosystem dynamics,
delivering spatially explicit information on the properties of Earth over large spatial and multi …
delivering spatially explicit information on the properties of Earth over large spatial and multi …
Individual tree-crown detection in RGB imagery using semi-supervised deep learning neural networks
Remote sensing can transform the speed, scale, and cost of biodiversity and forestry
surveys. Data acquisition currently outpaces the ability to identify individual organisms in …
surveys. Data acquisition currently outpaces the ability to identify individual organisms in …
Characterizing the structural complexity of the Earth's forests with spaceborne lidar
Forest structural complexity is a key element of ecosystem functioning, impacting light
environments, nutrient cycling, biodiversity, and habitat quality. Addressing the need for a …
environments, nutrient cycling, biodiversity, and habitat quality. Addressing the need for a …
Vegetation structure derived from airborne laser scanning to assess species distribution and habitat suitability: The way forward
Ecosystem structure, especially vertical vegetation structure, is one of the six essential
biodiversity variable classes and is an important aspect of habitat heterogeneity, affecting …
biodiversity variable classes and is an important aspect of habitat heterogeneity, affecting …
[HTML][HTML] Map** the urban forest in detail: From LiDAR point clouds to 3D tree models
M Münzinger, N Prechtel, M Behnisch - Urban Forestry & Urban Greening, 2022 - Elsevier
Trees are an integral component of the urban environment and important for human well-
being, adaption measures to climate change and sustainable urban transformation …
being, adaption measures to climate change and sustainable urban transformation …
[HTML][HTML] Individual tree point clouds and tree measurements from multi-platform laser scanning in German forests
Laser scanning from different acquisition platforms enables the collection of 3D point clouds
from different perspectives and with varying resolutions. These point clouds allow us to …
from different perspectives and with varying resolutions. These point clouds allow us to …
[BOOK][B] Geocomputation with R
Geocomputation with R is for people who want to analyze, visualize and model geographic
data with open source software. It is based on R, a statistical programming language that …
data with open source software. It is based on R, a statistical programming language that …