Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra W Ng, B Minasny, M Montazerolghaem, J Padarian, R Ferguson, S Bailey, ... Geoderma 352, 251-267, 2019 | 369 | 2019 |
The influence of training sample size on the accuracy of deep learning models for the prediction of soil properties with near-infrared spectroscopy data W Ng, B Minasny, WS Mendes, JAM Demattę Soil 6 (2), 565-578, 2020 | 128 | 2020 |
Convolutional neural network for soil microplastic contamination screening using infrared spectroscopy W Ng, B Minasny, A McBratney Science of the Total Environment 702, 134723, 2020 | 105 | 2020 |
Mid-infrared spectroscopy for accurate measurement of an extensive set of soil properties for assessing soil functions W Ng, B Minasny, SH Jeon, A McBratney Soil Security 6, 100043, 2022 | 70 | 2022 |
Rapid assessment of petroleum-contaminated soils with infrared spectroscopy W Ng, BP Malone, B Minasny Geoderma 289, 150-160, 2017 | 68 | 2017 |
In search of an optimum sampling algorithm for prediction of soil properties from infrared spectra W Ng, B Minasny, B Malone, P Filippi PeerJ 6, e5722, 2018 | 53 | 2018 |
Developing a soil spectral library using a low-cost NIR spectrometer for precision fertilization in Indonesia W Ng, L Anggria, AF Siregar, W Hartatik, Y Sulaeman, E Jones, ... Geoderma Regional 22, e00319, 2020 | 47 | 2020 |
A proposal for the assessment of soil security: Soil functions, soil services and threats to soil SJ Evangelista, DJ Field, AB McBratney, B Minasny, W Ng, J Padarian, ... Soil Security 10, 100086, 2023 | 42 | 2023 |
To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library W Ng, B Minasny, E Jones, A McBratney Geoderma 406, 115501, 2022 | 40 | 2022 |
Optimizing wavelength selection by using informative vectors for parsimonious infrared spectra modelling W Ng, B Minasny, BP Malone, MC Sarathjith, BS Das Computers and Electronics in Agriculture 158, 201-210, 2019 | 37 | 2019 |
Soil security—Strategizing a sustainable future for soil SJ Evangelista, DJ Field, AB McBratney, B Minasny, W Ng, J Padarian, ... Advances in agronomy 183, 1-70, 2024 | 18 | 2024 |
Estimation of effective calibration sample size using visible near infrared spectroscopy: Deep learning vs machine learning W Ng, B Minasny, WS Mendes, JAM Demattę Soil Discussions 2019, 1-21, 2019 | 18 | 2019 |
Boosting soil citizen-science using Tea Bag Index method towards soil security in Australia V Pino, A McBratney, E O'Brien, W Ng Soil Security 5, 100016, 2021 | 12 | 2021 |
Soil bacterial depth distribution controlled by soil orders and soil forms P Xue, AB McBratney, B Minasny, T O’Donnell, V Pino, M Fajardo, W Ng, ... Soil Ecology Letters, 1-12, 2020 | 12 | 2020 |
Digital soil mapping of lithium in Australia W Ng, B Minasny, A McBratney, P de Caritat, J Wilford Earth System Science Data 15 (6), 2465-2482, 2023 | 8 | 2023 |
Spatial evaluation of the soils capacity and condition to store carbon across Australia AMJC Wadoux, MR Dobarco, W Ng, AB McBratney Geoderma 442, 116805, 2024 | 4 | 2024 |
Estimating surrogates, utility graphs and indicator sets for soil capacity and security assessments using legacy data W Ng, SJ Evangelista, J Padarian, J Pachon, T O’Donoghue, P Xue, ... Soil Research 62 (2), 2024 | 3 | 2024 |
Near and mid infrared soil spectroscopy W Ng, B Malone, B Minasny, S Jeon Reference Module in Earth Systems and Environmental Sciences, 2022 | 2 | 2022 |
Valuing and integrating soil roles in assessing the capital dimension of soil security: An Australian case study N Francos, AB McBratney, DJ Field, B Minasny, JC Pachon, J Padarian, ... Soil Security 16, 100141, 2024 | 1 | 2024 |
21st Century Engagement:" Space Rocks" Game Jam. An Immersive, Open-Ended, and Collaborative Science Outreach Program MM Mader, D Ireland, W Ng, K Tait, S Engels, A Llewellyn 47th Annual Lunar and Planetary Science Conference, 2419, 2016 | 1 | 2016 |