Agricultural Science | Environmental Science | Soil Science Enhancing soil texture classification with multivariate scattering correction and residual neural networks using visible near-infrared spectra. January 18, 2024
Agricultural Science | Environmental Science | Soil Science Geospatial prediction of total soil carbon in European agricultural land based on deep learning. December 27, 2023
Computer Vision | Precision Agriculture | Soil Science Soil-MobiNet: A Convolutional Neural Network Model Base Soil Classification to Determine Soil Morphology and Its Geospatial Location. August 12, 2023
Environmental Science | Soil Science Application of hyperspectral and deep learning in farmland soil microplastic detection. April 14, 2023
Environmental Science | Geology | Soil Science Identification of soil parent materials in naturally high background areas based on machine learning. March 9, 2023
Agricultural Science | Remote Sensing | Soil Science Synergetic use of DEM derivatives, Sentinel-1 and Sentinel-2 data for mapping soil properties of a sloped cropland based on a two-step ensemble learning method. January 9, 2023
Climate Change Policy | Environmental Science | Soil Science Mapping soil organic carbon distribution across South Africa’s major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks. January 1, 2023
Agriculture | Digital Irrigated Agriculture | Soil Science Spatial Interpolation of Gravimetric Soil Moisture Using EM38-mk Induction and Ensemble Machine Learning (Case Study from Dry Steppe Zone in Volgograd Region). August 30, 2022
Agricultural Science | Data Science | Soil Science Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China. August 26, 2022
Agriculture | Remote Sensing | Soil Science | Vegetation Studies Radar remote sensing-based inversion model of soil salt content at different depths under vegetation. July 16, 2022
Biodiversity | Ecology | Soil Science The Smart Soil Organism Detector: An instrument and machine learning pipeline for soil species identification. June 11, 2022