José Padarian

Modeling Soil Processes: Review, Key Challenges, and New Perspectives

Harry Vereecken, Andrea Schnepf, J. W. Hopmans et al. · Vadose Zone Journal · 2016 · 790 citations · Full text

Landscape Processes, Climate Sciences, Biogeochemistry +15

Pedotransfer Functions in Earth System Science: Challenges and Perspectives

Kris Van Looy, J. Bouma, Michael Herbst et al. · Reviews of Geophysics · 2017 · 556 citations · Full text

Soil Property, Biogeochemistry, Earth System +12

Using deep learning to predict soil properties from regional spectral data

José Padarian, Budiman Minasny, Alex B. McBratney · Geoderma Regional · 2018 · 426 citations

Engineering, Machine Learning, Data Science +8

Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra

Wartini Ng, Budiman Minasny, Maryam Montazerolghaem et al. · Geoderma · 2019 · 414 citations

Simultaneous Prediction, Convolutional Neural Network, Precision Agriculture +10

Global soil organic carbon assessment

Uta Stockmann, José Padarian, Alex B. McBratney et al. · Global Food Security · 2015 · 302 citations

Organic Geochemistry, Carbon Sequestration, Biogeochemistry +4