José Padarian - Concepedia

Author

José Padarian

The University of Sydney ORCID

Also Known As

J Padarian, J. Padarian, Jose Padarian, Jose Padarian Campusano, José Padarian, Padarian, J., Padarian, José

101

Publications

7.7K

Citations

H-Index

Concepts

All Affiliations

The University of Sydney Commonwealth Scientific and Industrial Research Organisation Agriculture and Food Wageningen University & Research Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

About

José Padarian is an author at The University of Sydney specializing in engineering, geography, and earth science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	32	4.1K
2	Social Sciences	7	7	427
3	Civil Engineering	4	4	964
4	Language Studies	1	1	34
5	Public Health	1	1	32

José Padarian

Publications

4.7K

Citations

H-Index

Page 1

	Year	Citations
Modeling Soil Processes: Review, Key Challenges, and New Perspectives Harry Vereecken, Andrea Schnepf, J. W. Hopmans, Vadose Zone Journal Landscape ProcessesClimate SciencesBiogeochemistryEngineeringInternational Soil	2016	790
Pedotransfer Functions in Earth System Science: Challenges and Perspectives Kris Van Looy, J. Bouma, Michael Herbst, Reviews of Geophysics Soil PropertyBiogeochemistryEarth SystemSoil RespirationEngineering	2017	556
Using deep learning to predict soil properties from regional spectral data José Padarian, Budiman Minasny, Alex B. McBratney Geoderma Regional EngineeringMachine LearningData ScienceSoil ModelingSoil Classification	2018	426
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, Geoderma Simultaneous PredictionConvolutional Neural NetworkPrecision AgricultureEnvironmental MonitoringMachine Learning	2019	414
Global soil organic carbon assessment Uta Stockmann, José Padarian, Alex B. McBratney, Global Food Security Organic GeochemistryCarbon SequestrationBiogeochemistryEngineeringSoil Carbon Cycle	2015	302
Using deep learning for digital soil mapping José Padarian, Budiman Minasny, Alex B. McBratney SOIL Geometric LearningImage ClassificationConvolutional Neural NetworkImage AnalysisMachine Learning	2019	240
Transfer learning to localise a continental soil vis-NIR calibration model José Padarian, Budiman Minasny, Alex B. McBratney Geoderma EngineeringMachine LearningSoil ModelingCalibrationSoil Classification	2019	170
Soil legacy data rescue via GlobalSoilMap and other international and national initiatives Dominique Arrouays, J.G.B. Leenaars, Anne C Richer-De-Forges, GeoResJ	2017	165
Game theory interpretation of digital soil mapping convolutional neural networks José Padarian, Alex B. McBratney, Budiman Minasny SOIL Artificial IntelligenceEngineeringMachine LearningLand UseSoil Organic Carbon	2020	144
Multi-source data integration for soil mapping using deep learning Alexandre M.J.‐C. Wadoux, José Padarian, Budiman Minasny SOIL Soil CharacterizationSoil PropertyConvolutional Neural NetworkMachine VisionMachine Learning	2019	113

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