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José Sergei Padarian
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Cited by
Cited by
Year
Soil carbon 4 per mille
B Minasny, BP Malone, AB McBratney, DA Angers, D Arrouays, ...
Geoderma 292, 59-86, 2017
20682017
Modeling Soil Processes: Review, Key Challenges, and New Perspectives
Vadose Zone Journal 15 (5), 2016
6832016
Pedotransfer functions in Earth system science: Challenges and perspectives
K Van Looy, J Bouma, M Herbst, J Koestel, B Minasny, U Mishra, ...
Reviews of Geophysics 55 (4), 1199-1256, 2017
4572017
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
3722019
Using deep learning to predict soil properties from regional spectral data
J Padarian, B Minasny, AB McBratney
Geoderma Regional 16, e00198, 2019
3362019
Machine learning and soil sciences: A review aided by machine learning tools
J Padarian, B Minasny, AB McBratney
Soil 6 (1), 35-52, 2020
3262020
Global soil organic carbon assessment
U Stockmann, J Padarian, A McBratney, B Minasny, D de Brogniez, ...
Global Food Security 6, 9-16, 2015
2792015
Using deep learning for digital soil mapping
J Padarian, B Minasny, AB McBratney
Soil 5 (1), 79-89, 2019
2392019
Digital mapping of peatlands–A critical review
B Minasny, Ö Berglund, J Connolly, C Hedley, F de Vries, A Gimona, ...
Earth-Science Reviews 196, 102870, 2019
1482019
Soil legacy data rescue via GlobalSoilMap and other international and national initiatives
D Arrouays, JGB Leenaars, AC Richer-de-Forges, K Adhikari, C Ballabio, ...
GeoResJ 14, 1-19, 2017
1312017
Transfer learning to localise a continental soil vis-NIR calibration model
J Padarian, B Minasny, AB McBratney
Geoderma 340, 279-288, 2019
1242019
Using Google's cloud-based platform for digital soil mapping
J Padarian, B Minasny, AB McBratney
Computers & geosciences 83, 80-88, 2015
1242015
Chile and the Chilean soil grid: a contribution to GlobalSoilMap
J Padarian, B Minasny, AB McBratney
Geoderma Regional 9, 17-28, 2017
1112017
Multi-source data integration for soil mapping using deep learning
AMJC Wadoux, J Padarian, B Minasny
Soil 5 (1), 107-119, 2019
992019
Game theory interpretation of digital soil mapping convolutional neural networks
J Padarian, AB McBratney, B Minasny
SOIL Discussions 2020, 1-12, 2020
962020
Digital soil mapping and assessment for Australia and beyond: A propitious future
R Searle, A McBratney, M Grundy, D Kidd, B Malone, D Arrouays, ...
Geoderma Regional 24, e00359, 2021
552021
Rejoinder to Comments on Minasny et al., 2017 Soil carbon 4 per mille Geoderma 292, 59–86
B Minasny, D Arrouays, AB McBratney, DA Angers, A Chambers, ...
Geoderma 309, 124-129, 2018
512018
The location-and scale-specific correlation between temperature and soil carbon sequestration across the globe
J Huang, B Minasny, AB McBratney, J Padarian, J Triantafilis
Science of the Total Environment 615, 540-548, 2018
502018
Operationalising digital soil mapping–Lessons from Australia
D Kidd, R Searle, M Grundy, A McBratney, N Robinson, L O'Brien, P Zund, ...
Geoderma Regional 23, e00335, 2020
492020
Grassland carbon sequestration ability in China: A new perspective from terrestrial aridity zones
Y Chen, S Mu, Z Sun, C Gang, J Li, J Padarian, P Groisman, J Chen, S Li
Rangeland Ecology & Management 69 (1), 84-94, 2016
492016
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