[HTML][HTML] Modelling lidar-derived estimates of forest attributes over space and time: A review of approaches and future trends
Light detection and ranging (lidar) data acquired from airborne or spaceborne platforms
have revolutionized measurement and map** of forest attributes. Airborne data are often …
have revolutionized measurement and map** of forest attributes. Airborne data are often …
Boreal forest health and global change
The boreal forest, one of the largest biomes on Earth, provides ecosystem services that
benefit society at levels ranging from local to global. Currently, about two-thirds of the area …
benefit society at levels ranging from local to global. Currently, about two-thirds of the area …
Drought‐induced increase in tree mortality and corresponding decrease in the carbon sink capacity of Canada's boreal forests from 1970 to 2020
Canada's boreal forests, which occupy approximately 30% of boreal forests worldwide, play
an important role in the global carbon budget. However, there is little quantitative information …
an important role in the global carbon budget. However, there is little quantitative information …
[HTML][HTML] Map** the presence and distribution of tree species in Canada's forested ecosystems
Abstract Knowledge of tree species is required to inform management, planning, and
monitoring of forests as well as to characterize habitat and ecosystem function. Remotely …
monitoring of forests as well as to characterize habitat and ecosystem function. Remotely …
An overview and comparison of machine-learning techniques for classification purposes in digital soil map**
Abstract Machine-learning is the automated process of uncovering patterns in large datasets
using computer-based statistical models, where a fitted model may then be used for …
using computer-based statistical models, where a fitted model may then be used for …
[HTML][HTML] Large-area map** of Canadian boreal forest cover, height, biomass and other structural attributes using Landsat composites and lidar plots
Passive optical remotely sensed images such as those from the Landsat satellites enable
the development of spatially comprehensive, well-calibrated reflectance measures that …
the development of spatially comprehensive, well-calibrated reflectance measures that …
Nationwide native forest structure maps for Argentina based on forest inventory data, SAR Sentinel-1 and vegetation metrics from Sentinel-2 imagery
Detailed maps of forest structure attributes are crucial for sustainable forest management,
conservation, and forest ecosystem science at the landscape level. Map** the structure of …
conservation, and forest ecosystem science at the landscape level. Map** the structure of …
No growth stimulation of Canada's boreal forest under half-century of combined warming and CO2 fertilization
Considerable evidence exists that current global temperatures are higher than at any time
during the past millennium. However, the long-term impacts of rising temperatures and …
during the past millennium. However, the long-term impacts of rising temperatures and …
Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods
Although estimating the uncertainty of models used for modelling nitrate contamination of
groundwater is essential in groundwater management, it has been generally ignored. This …
groundwater is essential in groundwater management, it has been generally ignored. This …
Lightning as a major driver of recent large fire years in North American boreal forests
Abstract Changes in climate and fire regimes are transforming the boreal forest, the world's
largest biome. Boreal North America recently experienced two years with large burned area …
largest biome. Boreal North America recently experienced two years with large burned area …