In the last two decades, mass digitization has dramatically changed the landscape of scholarly research. The ability to ...

To distill more information from training data, more parameters are introduced into machine learning models. As a result, communication becomes the bottleneck of Distributed Machine Learning (DML) ...

In order to address these challenges, we enhanced a machine-learning model for SOC mapping by developing a data resampling approach that accounts for the soil samples’ spatial heterogeneity, using ...