Uncertainty Quantification of Soil Organic Carbon Estimation from Remote Sensing Data with Conformal Prediction - Kakhani, Nafiseh; Alamdar, Setareh; Kebonye, Ndiye Michael; Amani, Meisam; Scholten, Thomas (Remote sensing (Basel, Switzerland), 2024)
Keywords: Accuracy; Algorithms; Carbon; Carbon content; conformal prediction; data collection; digital soil mapping; ecosystems; Emissions; Estimation; Europe; Greenhouse gases; Machine learning; Methods; Model accuracy; model uncertainty; Monte Carlo simulation; Neural networks; Nutrient cycles; Organic carbon; Organic soils; prediction; Predictions; Remote sensing; Sensors; soil organic carbon; soil quality; Soil sciences; Soils; Statistical analysis; Uncertainty; uncertainty quantification; Vegetation; Germany; Europe