Applications of artificial intelligence and LiDAR in forest inventories: A Systematic Literature Review

WG Rodrigues, GS Vieira, CD Cabacinha… - Computers and …, 2024 - Elsevier
Forest inventory is a crucial tool for managing forest resources by providing quantitative and
qualitative information about a particular region, much of which is collected manually in the …

[HTML][HTML] Fine-resolution landscape-scale biomass map** using a spatiotemporal patchwork of LiDAR coverages

LK Johnson, MJ Mahoney, E Bevilacqua… - International Journal of …, 2022 - Elsevier
Estimating forest aboveground biomass (AGB) at large scales and fine spatial resolutions
has become increasingly important for greenhouse gas accounting, monitoring, and …

Estimating the Aboveground Biomass of Various Forest Types with High Heterogeneity at the Provincial Scale Based on Multi-Source Data

T Huang, G Ou, Y Wu, X Zhang, Z Liu, H Xu, X Xu… - Remote Sensing, 2023 - mdpi.com
It is important to improve the accuracy of models estimating aboveground biomass (AGB) in
large areas with complex geography and high forest heterogeneity. In this study, k-nearest …

[PDF][PDF] Aboveground woody biomass product validation good practices protocol

L Duncanson, J Armston, M Disney, V Avitabile… - 2021 - pure.iiasa.ac.at
Remote sensing (RS) studies aiming at map** forest biomass typically rely on ground-
based estimates of biomass for calibration or validation. Whatever the biophysical variable …

[HTML][HTML] State-wide forest canopy height and aboveground biomass map for New York with 10 m resolution, integrating GEDI, Sentinel-1, and Sentinel-2 data

H Tamiminia, B Salehi, M Mahdianpari, T Goulden - Ecological informatics, 2024 - Elsevier
Investigating the quantity of forest aboveground biomass (AGB) is crucial for understanding
the role forests play in the global carbon cycle. The canopy height model (CHM) is a critical …

Map** forest-based natural climate solutions

CS Shanley, RA Graves, CR Drever… - … Earth & Environment, 2024 - nature.com
Natural climate solutions are critical actions of ecosystem stewardship to mitigate climate
change. However, prioritizing locations and possible actions is challenging. We demonstrate …

Beyond trees: Map** total aboveground biomass density in the Brazilian savanna using high-density UAV-lidar data

MBT da Costa, CA Silva, EN Broadbent… - Forest Ecology and …, 2021 - Elsevier
Tropical savanna ecosystems play a major role in the seasonality of the global carbon cycle.
However, their ability to store and sequester carbon is uncertain due to combined and …

Cross-comparison of individual tree detection methods using low and high pulse density airborne laser scanning data

AM Sparks, MV Corrao, AMS Smith - Remote Sensing, 2022 - mdpi.com
Numerous individual tree detection (ITD) methods have been developed for use with
airborne laser scanning (ALS) data to provide tree-scale forest inventories across large …

OpenForest: A data catalogue for machine learning in forest monitoring

A Ouaknine, T Kattenborn, E Laliberté… - arxiv preprint arxiv …, 2023 - arxiv.org
Forests play a crucial role in Earth's system processes and provide a suite of social and
economic ecosystem services, but are significantly impacted by human activities, leading to …

High-resolution canopy height model generation and validation using USGS 3DEP LiDAR data in Indiana, USA

S Oh, J Jung, G Shao, G Shao, J Gallion, S Fei - Remote Sensing, 2022 - mdpi.com
Forest canopy height model (CHM) is useful for analyzing forest stocking and its
spatiotemporal variations. However, high-resolution CHM with regional coverage is …