Applications of artificial intelligence and LiDAR in forest inventories: A Systematic Literature Review
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 …
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
Estimating forest aboveground biomass (AGB) at large scales and fine spatial resolutions
has become increasingly important for greenhouse gas accounting, monitoring, and …
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 …
large areas with complex geography and high forest heterogeneity. In this study, k-nearest …
[PDF][PDF] Aboveground woody biomass product validation good practices protocol
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 …
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
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 …
the role forests play in the global carbon cycle. The canopy height model (CHM) is a critical …
Map** forest-based natural climate solutions
Natural climate solutions are critical actions of ecosystem stewardship to mitigate climate
change. However, prioritizing locations and possible actions is challenging. We demonstrate …
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
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 …
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
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 …
airborne laser scanning (ALS) data to provide tree-scale forest inventories across large …
OpenForest: A data catalogue for machine learning in forest monitoring
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 …
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
Forest canopy height model (CHM) is useful for analyzing forest stocking and its
spatiotemporal variations. However, high-resolution CHM with regional coverage is …
spatiotemporal variations. However, high-resolution CHM with regional coverage is …