[HTML][HTML] Above-ground biomass estimation from LiDAR data using random forest algorithms

L Torre-Tojal, A Bastarrika, A Boyano… - Journal of …, 2022 - Elsevier
Random forest (RF) models were developed to estimate the biomass for the Pinus radiata
species in a region of the Basque Autonomous Community where this species has high …

Estimating forest structural attributes using UAV-LiDAR data in Ginkgo plantations

K Liu, X Shen, L Cao, G Wang, F Cao - ISPRS journal of photogrammetry …, 2018 - Elsevier
Estimating forest structural attributes in planted forests is crucial for sustainably management
of forests and helps to understand the contributions of forests to global carbon storage. The …

Remote sensing for the Spanish forests in the 21st century: A review of advances, needs, and opportunities

C Gómez, P Alejandro, T Hermosilla, F Montes… - Forest …, 2019 - riunet.upv.es
[EN] Forest ecosystems provide a host of services and societal benefits, including carbon
storage, habitat for fauna, recreation, and provision of wood or non-wood products. In a …

Use of low point density ALS data to estimate stand-level structural variables in Mediterranean Aleppo pine forest

AL Montealegre, MT Lamelas… - … Journal of Forest …, 2016 - academic.oup.com
Little research has focussed on the use of low point density airborne laser scanning (ALS)
technology in Mediterranean Aleppo pine (Pinus halepensis Mill.) forest to derive key stand …

Use of Multi-Temporal UAV-Derived Imagery for Estimating Individual Tree Growth in Pinus pinea Stands

J Guerra-Hernández, E González-Ferreiro, VJ Monleón… - Forests, 2017 - mdpi.com
High spatial resolution imagery provided by unmanned aerial vehicles (UAVs) can yield
accurate and efficient estimation of tree dimensions and canopy structural variables at the …

A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables

J García-Gutiérrez, F Martínez-Álvarez, A Troncoso… - Neurocomputing, 2015 - Elsevier
Abstract Light Detection and Ranging (LiDAR) is a remote sensor able to extract three-
dimensional information. Environmental models in forest areas have been benefited by the …

Individual tree crown delineation using localized contour tree method and airborne LiDAR data in coniferous forests

B Wu, B Yu, Q Wu, Y Huang, Z Chen, J Wu - International Journal of Applied …, 2016 - Elsevier
Individual tree crown delineation is of great importance for forest inventory and
management. The increasing availability of high-resolution airborne light detection and …

Estimating stand and fire-related surface and canopy fuel variables in pine stands using low-density airborne and single-scan terrestrial laser scanning data

C Alonso-Rego, S Arellano-Pérez… - Remote Sensing, 2021 - mdpi.com
In this study, we used data from a thinning trial conducted on 34 different sites and 102
sample plots established in pure and even-aged Pinus radiata and Pinus pinaster stands, to …

[HTML][HTML] Using Sentinel-2 and canopy height models to derive a landscape-level biomass map covering multiple vegetation types

FE Fassnacht, J Poblete-Olivares, L Rivero… - International Journal of …, 2021 - Elsevier
Vegetation biomass is a globally important climate-relevant terrestrial carbon pool and also
drives local hydrological systems via evapotranspiration. Vegetation biomass of individual …

Modeling Mediterranean forest structure using airborne laser scanning data

F Bottalico, G Chirici, R Giannini, S Mele… - International journal of …, 2017 - Elsevier
The conservation of biological diversity is recognized as a fundamental component of
sustainable development, and forests contribute greatly to its preservation. Structural …