Digital Soil Mapping Across Paradigms, Scales and Boundaries

Front Matter....Pages i-xii
Front Matter....Pages 1-1
Digital Soil Mapping Across Paradigms, Scales, and Boundaries: A Review....Pages 3-10
Spatial Prediction of Soil Antibiotics Based on High-Accuracy Surface Modeling....Pages 11-19
Incorporating Probability Density Functions of Environmental Covariates Related to Soil Class Predictions....Pages 21-32
Mapping Horizontal and Vertical Spatial Variability of Soil Salinity in Reclaimed Areas....Pages 33-45
Mapping Soil Organic Matter in Low-Relief Areas Based on Time Series Land Surface Diurnal Temperature Difference....Pages 47-62
Mapping Soil Thickness by Integrating Fuzzy C-Means with Decision Tree Approaches in a Complex Landscape Environment....Pages 63-76
Multivariate Sampling Design Optimization for Digital Soil Mapping....Pages 77-87
Applying Artificial Neural Networks Utilizing Geomorphons to Predict Soil Classes in a Brazilian Watershed....Pages 89-102
Comparison of Traditional and Geostatistical Methods to Estimate and Map the Carbon Content of Scottish Soils....Pages 103-111
Front Matter....Pages 113-113
Digital Soil Mapping for Hydrological Modelling....Pages 115-129
Some Challenges on Quantifying Soil Property Predictions Uncertainty for the GlobalSoilMap Using Legacy Data....Pages 131-140
Spatial Assessment of Soil Organic Carbon Using Bayesian Maximum Entropy and Partial Least Square Regression Model....Pages 141-152
Estimation of the Actual and Attainable Terrestrial Carbon Budget....Pages 153-164
The Meta Soil Model—An Integrative Framework to Model Soil Carbon Across Various Ecosystems and Scales....Pages 165-179
Example of Bayesian Uncertainty for Digital Soil Mapping....Pages 181-193
An Unsupervised Fuzzy Clustering Approach for the Digital Mapping of Soil Organic Carbon in a Montaneous Region of China....Pages 195-203
Application of Digital Soil Mapping Techniques to Refine Soil Map of Baringo District, Rift Valley Province, Kenya....Pages 205-218
Predictive Mapping of Soil Organic Matter at a Regional Scale Using Local Topographic Variables: A Comparison of Different Polynomial Models....Pages 219-231
Estimating Soil Carbon Sequestration Potential in Fine Particles of Top Soils in Hebei Province, China....Pages 233-246
Front Matter....Pages 247-247
Digital Soil Morphometrics via a Low-Cost Radiometer for Estimating Soil Organic Carbon and Texture....Pages 249-257
Front Matter....Pages 247-247
Transferability and Scaling of VNIR Prediction Models for Soil Total Carbon in Florida....Pages 259-273
Digital Soil Resource Inventories: Status and Prospects in 2015....Pages 275-286
Evaluating the Relative Importance of Legacy Soil Sampling and Spatial Models in Digital Soil Mapping Performances: A Case Study in Languedoc-Roussillon (Southern France)....Pages 287-290
Improved Soil Mapping in British Columbia, Canada, with Legacy Soil Data and Random Forest....Pages 291-303
Disaggregation of Legacy Soil Maps to Produce a Digital Soil Attribute Map for the Okanagan Basin, British Columbia, Canada....Pages 305-317
Comparison of Different Strategies for Predicting Soil Organic Matter of a Local Site from a Regional Vis–NIR Soil Spectral Library....Pages 319-329
Variations for the Implementation of SCORPAN’s “S”....Pages 331-342
Monitoring Ecological Environment in Nansi Lake Area Using Remote Sensing....Pages 343-349
Extraction and Integration of Different Soil Nutrient Grading Systems for Soil Nutrient Mapping....Pages 351-358