The global soil carbon pool has been estimated to exceed the amount of carbon stored in
the atmosphere and vegetation, though uncertainties to quantify below-ground carbon and …

In the United States, Climate Smart Forestry (CSF) has quickly become a popular topic
within the academic, political, and industry realms, without substantial delineation of what …

The ecological and environmental science communities have embraced machine learning
(ML) for empirical modelling and prediction. However, going beyond prediction to draw …

Recent country and continental-scale digital soil map** efforts have used a single model
to predict soil properties across large regions. However, different ecophysiographic regions …

Soil organic carbon (SOC) is a dynamic soil property (DSP) that represents the largest
portion of terrestrial carbon. Its relevance to carbon sequestration and the potential effects of …

More accurate models for the prediction of soil organic carbon (SOC) by visible-near-
infrared (Vis-NIR) spectroscopy remains a challenging task, especially when the soil …

Including environmental covariates, when available, can be a valuable strategy for
achieving higher soil predictive performance, but it is still unknown whether environmental …

Tree plantations represent an important component of the global carbon (C) cycle and are
expected to increase in prevalence during the 21st century. We examined how silvicultural …

Forest soils are fundamental in regulating the global carbon (C) cycle; their capacity to
accumulate large stores of C means they form a vital role in mitigating the effects of climate …

It is established that the long-term productivity of planted forests now and into the future
requires a consistent supply of nutrients from soil for sustained growth over multiple …