Digital Soil Mapping

Digital Soil Mapping via Machine Learning of Agronomic Properties for the Full Soil Profile at Within‐Field Resolution
5 September 2025
Influence of Sample Size and Machine Learning Algorithms on Digital Soil Nutrient Mapping Accuracy
26 August 2025
Mapping Soil Drainage Classes: Comparing Expert Knowledge and Machine Learning Strategies
23 June 2025
An Optimal Sample Size Index for Updating Spatial Soil Models
26 March 2025
Exploring the Effect of Sampling Density on Spatial Prediction With Spatial Interpolation of Multiple Soil Nutrients at a Regional Scale
22 October 2024
Leveraging Soil Mapping and Machine Learning to Improve Spatial Adjustments in Plant Breeding Trials
26 September 2024
Locally Enhanced Digital Soil Mapping in Support of a Bottom-Up Approach Is More Accurate Than Conventional Soil Mapping and Top-Down Digital Soil Mapping
20 February 2024
Improving Digital Soil Maps for Site-specific Soil Fertility Management Using Feature Selection
1 May 2023
Choosing Feature Selection Methods for Spatial Modeling of Soil Fertility Properties at the Field Scale
1 July 2022
Selecting Appropriate Machine Learning Methods for Digital Soil Mapping
25 August 2020