José Padarian - Publications, H-index & Citations

José Padarian

the university of sydney

34H指数

103论文数

7.8K被引数

收录论文 42

发表时间

Mapping spatiotemporal soil temperature using physics-informed neural networks with the heat transfer equation 利用包含热传导方程的物理信息神经网络映射时空土壤温度

SOIL & TILLAGE RESEARCH

IF6.8

2026-08-28

OAAI

Marliana Tri Widyastuti; Budiman Minasny; Amin Sharififar; José Padarian; Mathew Webb; Muh Taufik

Zero-shot inference with Tabular Prior-data Fitted Network (TabPFN) for soil MIR spectral analysis 基于表格先验数据拟合网络(TabPFN)的零样本推理用于土壤MIR光谱分析

Geoderma

IF6.6

2026-05-29

OAAI

Yin-Chung Huang; José Padarian; Wartini Ng; Budiman Minasny; Alex B. McBratney

The Evolution of (Digital) Pedology – drawing from the past, adapting to the future 数字土壤学（Pedology）的演变——借鉴过去，适应未来

Geoderma

IF6.6

2025-11-11

OAAI

Alex McBratney; Sandra J. Evangelista; Julio C. Pachón Maldonado; Quentin Styc; Nicolas Francos; Amin Sharififar; José Padarian

Digital Mapping of Soil Vanadium Across Australia 澳大利亚土壤钒的数字制图

EUROPEAN JOURNAL OF SOIL SCIENCE

IF3.8

2025-11-01

OAAI

Widyastuti, Marliana Tri; Minasny, Budiman; Ng, Wartini; de Caritat, Patrice; Padarian, Jose; McBratney, Alex

The global pedogenon map: Combining and spatialising the factors of soil formation 全球土壤发生图：结合并空间化土壤形成因素

Geoderma

IF6.6

2025-07-30

OAAI

Nicolas Francos; Amin Sharififar; Trevan Flynn; Quentin Styc; Sandra J. Evangelista; Jose Padarian; Wartini Ng; Damien J. Field; Budiman Minasny; Alex B. McBratney

Using Monte Carlo conformal prediction to evaluate the uncertainty of deep-learning soil spectral models 黄，Y.-C.，Padarian，J.，Minasny，B.，McBratney，A.B.，2025。使用蒙特卡洛一致性预测评估深度学习土壤光谱模型的不确定性。SOIL 11，553–563。doi:10.5194/soil-11-553-2025

SOIL

IF4.3

2025-07-22

OAAI

Huang, Yin-Chung; Padarian, Jose; Minasny, Budiman; McBratney, Alex B.

Digital mapping of peat thickness and carbon stock of global peatlands 全球泥炭地泥炭厚度与碳储量数字化制图

CATENA

IF5.7

2025-06-23

OAAI

Marliana Tri Widyastuti; Budiman Minasny; José Padarian; Federico Maggi; Matt Aitkenhead; Amélie Beucher; John Connolly; Dian Fiantis; Darren Kidd; Yuxin Ma; Fraser Macfarlane; Ciaran Robb; Rudiyanto; Budi I. Setiawan; Muh Taufik

Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning 基于迁移学习映射塔斯马尼亚近实时土壤湿度动态

SOIL

IF4.3

2025-04-08

OAAI

Widyastuti, Marliana Tri; Padarian, Jose; Minasny, Budiman; Webb, Mathew; Taufik, Muh; Kidd, Darren

Soil Science-Informed Machine Learning 土壤科学-知情机器学习

GEODERMA

IF6.6

2024-12-01

OAAI

Minasny, Budiman; Bandai, Toshiyuki; Ghezzehei, Teamrat A.; Huang, Yin-Chung; Ma, Yuxin; McBratney, Alex B.; Ng, Wartini; Norouzi, Sarem; Padarian, Jose; Rudiyanto; Sharififar, Amin; Styc, Quentin; Widyastuti, Marliana

QuadMap: Variable resolution maps to better represent spatial uncertainty

COMPUTERS & GEOSCIENCES

IF4.4

2023-12-01

OAAI

Padarian, J.; McBratney, A. B.

Soil Carbon Sequestration: Much More Than a Climate Solution

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2023-11-21

PREAI

Minasny, Budiman; McBratney, Alex B.; Arrouays, Dominique; Chabbi, Abad; Field, Damien J.; Kopittke, Peter M.; Morgan, Cristine L. S.; Padarian, Jose; Rumpel, Cornelia

Estimating plant-available nutrients with XRF sensors: Towards a versatile analysis tool for soil condition assessment

GEODERMA

IF6.6

2023-11-01

OAAI

Tavares, Tiago Rodrigues; Minasny, Budiman; McBratney, Alex; Cherubin, Mauricio Roberto; Marques, Gabriel Toledo; Ragagnin, Marcos Mantelli; Alves, Elton Eduardo Novais; Padarian, Jose; Lavres, Jose; de Carvalho, Hudson Wallace Pereira

Soil inorganic carbon distribution, stocks and environmental thresholds along a major climatic gradient

GEODERMA

IF6.6

2023-05-01

OAAI

Pfeiffer, Marco; Padarian, Jose; Vega, Maria Paz

Retrieving canopy nitrogen concentration and aboveground biomass with deep learning for ryegrass and barley: comparing models and determining waveband contribution

FIELD CROPS RESEARCH

IF6.4

2023-04-01

OAAI

Patel, Manish Kumar; Padarian, Jose; Western, Andrew W.; Fitzgerald, Glenn J.; McBratney, Alex B.; Perry, Eileen M.; Suter, Helen; Ryu, Dongryeol

Monitoring changes in global soil organic carbon stocks from space 从空间监测全球土壤有机碳储量变化

REMOTE SENSING OF ENVIRONMENT

IF11.4

2022-11-01

PREAI

Padarian, J.; Stockmann, U.; Minasny, B.; McBratney, A. B.

Assessing the uncertainty of deep learning soil spectral models using Monte Carlo dropout 基于蒙特卡洛dropout的深度学习土壤光谱模型不确定性评估

GEODERMA

IF6.6

2022-11-01

PREAI

Padarian, J.; Minasny, B.; McBratney, A. B.

Current NPP cannot predict future soil organic carbon sequestration potential. Comment on Photosynthetic limits on carbon sequestration in croplands

GEODERMA

IF6.6

2022-10-01

OAAI

Minasny, Budiman; Arrouays, Dominique; Cardinael, Remi; Chabbi, Abad; Farrell, Mark; Henry, Beverley; Koutika, Lydie-Stella; Ladha, Jagdish K.; McBratney, Alex B.; Padarian, Jose; Dobarco, Mercedes Roman; Rumpel, Cornelia; Smith, Pete; Soussana, Jean-Francois

Towards near real-time national-scale soil water content monitoring using data fusion as a downscaling alternative

JOURNAL OF HYDROLOGY

IF6.3

2022-06-01

PREAI

Fuentes, Ignacio; Padaran, Jose; Vervoort, S. Willem

Spatial and Temporal Global Patterns of Drought Propagation

FRONTIERS IN ENVIRONMENTAL SCIENCE

IF3.7

2022-03-01

OAAI

Fuentes, Ignacio; Padarian, Jose; Vervoort, R. Willem

Digital soil mapping and assessment for Australia and beyond: A propitious future 澳大利亚及其他地区的数字土壤制图和评估: 美好的未来

GEODERMA REGIONAL

IF3.3

2021-03-01

OAAI

Searle, Ross; McBratney, Alexander; Grundy, Mike; Kidd, Darren; Malone, Brendan; Arrouays, Dominique; Stockman, Uta; Zund, Peter; Wilson, Peter; Wilford, John; Van Gool, Dennis; Triantafilis, John; Thomas, Mark; Stower, Liz; Slater, Brian; Robinson, Nathan; Ringrose-Voase, Anthony; Padarian, Jose; Payne, Jim; Orton, Thomas; Odgers, Nathan; O'Brien, Lauren; Minasny, Budiman; Bennett, John McLean; Liddicoat, Craig; Jones, Edward; Holmes, Karen; Ben Harms; Gray, Jonathan; Bui, Elisabeth; Andrews, Kaitlyn

研究方向