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W

Wartini Ng

University of Sydney

16H-index
65Paper Count
1.5KCitation Count
Published Papers 31
Publication Date
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Illusions of Accuracy: Widespread Data Leakage Distorts Machine Learning Results in Biochar Research
errGlobal Change Biology Bioenergy
IF4.1
err2026-08-28
err0
errOAAI
errHo Jun Jang; Wartini Ng; Songchao Chen; Raj Setia; Budiman Minasny
errShare
errSave
Field portable soil spectroscopy: What’s beyond Vis-NIR?
errComputers and Electronics in Agriculture
IF8.9
err2026-08-19
err0
errOAAI
errYin-Chung Huang; Wartini Ng; Tom O’Donoghue; Budiman Minasny; Alex B. McBratney
errShare
errSave
A Generic Approach to Creating a National Soil Security Strategy
errSustainable Development
IF8.2
err2026-07-29
err0
errOAAI
errAlex McBratney; Pasquale Borrelli; Sandra J. Evangelista; Julia Feeth; Damien Field; Nicolas Francos; Irene Heuser; Anilkumar Hunakunti; Daniel Irving; Thilini Jayasekara; Bruce Lascelles; Fatima Maria de Souza Moreira; Budiman Minasny; Cristine L. S. Morgan; Wartini Ng; Julio C. Pachón Maldonado; Mercedes Román Dobarco; Amin Sharififar; Quentin Styc; Mara Thiene; David Watt; Jae E. Yang
errShare
errSave
Spatiotemporal modelling of soil organic carbon: integrating process-based and machine learning approaches
errGeoderma
IF6.6
err2026-07-01
err1
PREAI
errDu, Yuanyuan; Minasny, Budiman; Ng, Wartini; Zhang, Lei; Saby, Nicolas P. A.; Zhou, Yue; van Wesemael, Bas; Ma, Yuxin; Wang, Zheng; Luo, Zhongkui; Shi, Zhou; Chen, Songchao
errShare
errSave
Machine learning prediction of soil carbon fractions using bulk-soil and fraction-specific MIR spectra: Is physical fractionation necessary?
errSOIL & TILLAGE RESEARCH
IF6.8
err2026-06-04
err0
errOAAI
errYijia Tang; Thi Kim Anh Tran; Budiman Minasny; Wartini Ng; Nicolas Francos; Yin-Chung Huang; Ho Jun Jang; Peipei Xue; Mingming Du; Shiva Bakhshandeh; Alex McBratney
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errSave
Zero-shot inference with Tabular Prior-data Fitted Network (TabPFN) for soil MIR spectral analysis
errGeoderma
IF6.6
err2026-05-29
err0
errOAAI
errYin-Chung Huang; José Padarian; Wartini Ng; Budiman Minasny; Alex B. McBratney
errShare
errSave
Detection limits of soil microplastics using mid-infrared spectroscopy
errMicroplastics and Nanoplastics
IF0
err2026-05-01
err0
PREAI
errTran, Thi Kim Anh; Francos, Nicolas; Ng, Wartini; Feeth, Julia; Irving, Daniel; Tang, Yijia; Bakhshandeh, Shiva; Minasny, Budiman; McBratney, Alex
errShare
errSave
Australian pedogenons in the global context
errCATENA
IF5.7
err2026-04-25
err0
errOAAI
errWartini Ng; Quentin Styc; Alex McBratney
errShare
errSave
Applications and Challenges of Visible-Near-Infrared and Mid-Infrared Spectroscopy in Soil Analysis: Chemometric Approaches and Data Fusion
errAgriculture
IF3.6
err2026-03-04
err0
errOAAI
errGovind Dnyandev Vyavahare; Jin-Ju Yun; Jae-Hyuk Park; Jae-Hong Shim; Seong Heon Kim; Kyeongyeong Kim; Ahnsung Roh; So Hui Kim; Ho Jun Jang; Wartini Ng; Sangho Jeon
errShare
errSave
SOC stabilisation shifts from carbon accumulation in temperate soils to mineral association in subtropical soils
errSoil Biology and Biochemistry
IF10.3
err2026-01-23
err0
errOAAI
errYijia Tang; Thi Kim Anh Tran; Budiman Minasny; Shiva Bakhshandeh; Mingming Du; Nicolas Francos; Yin-Chung Huang; Ho Jun Jang; Wartini Ng; Peipei Xue; Alex McBratney
errShare
errSave
Aroura – the soil and soil security think tank
errFrontiers in Environmental Science
IF3.7
err2025-12-15
err0
errOAAI
errQuentin Styc; Sandra J. Evangelista; David Watt; Penelope Wensley; Irene Heuser; Julio C. Pachón Maldonado; Julia Feeth; Nicolas Francos; Anilkumar Hunakunti; Thilini Jayasekara; Pasquale Borrelli; Damien Field; Daniel Irving; Budiman Minasny; Fatima M. S. Moreira; Cristine L. S. Morgan; Wartini Ng; Thomas O’Donoghue; Mercedes Román Dobarco; Amin Sharififar; Mara Thiene; Liesl Wiese; Jae E. Yang; Alex McBratney
errShare
errSave
Delineating Genosoils and Phenosoils in Europe Using the Global Pedogenon Map
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2025-12-02
err0
errOAAI
errFrancos, Nicolas; Jayasekara, Thilini; Ng, Wartini; Sharififar, Amin; Styc, Quentin; Watt, David James; McBratney, Alex
errShare
errSave
Accessible Soil Spectroscopy: Evaluating Low-Cost Vis–NIR Spectrometers for Resource-Constrained Environments
errEuropean Journal of Soil Science
IF3.8
err2025-12-01
err0
errOAAI
errYin-Chung Huang; Wartini Ng; Budiman Minasny; Yijia Tang; Alex B. McBratney
errShare
errSave
Peak Soil: Is It a Useful Concept?
errInternational Soil and Water Conservation Research
IF7.3
err2025-11-15
err0
errOAAI
errAlex McBratney; Budiman Minasny; Amin Sharififar; Pasquale Borrelli; Sandra J. Evangelista; Julia Feeth; Damien Field; Nicolas Francos; Irene Heuser; Anilkumar Hunakunti; Daniel Irving; Thilini Jayasekara; Fatima Maria de Souza Moreira; Cristine L.S. Morgan; Wartini Ng; Julio C.Pachón Maldonado; Mercedes Román Dobarco; Quentin Styc; Mara Thiene; David Watt
errShare
errSave
Digital Mapping of Soil Vanadium Across Australia
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2025-11-01
err0
errOAAI
errWidyastuti, Marliana Tri; Minasny, Budiman; Ng, Wartini; de Caritat, Patrice; Padarian, Jose; McBratney, Alex
errShare
errSave
Assessing Soil Condition and Capacity Using the Global Pedogenon Map Within the Americas’ Horse Latitudes
errCATENA
IF5.7
err2025-08-20
err0
errOAAI
errNicolas Francos; Wartini Ng; Sandra Evangelista; Quentin Styc; Amin Sharififar; Julio Pachon; Alex McBratney
errShare
errSave
The global pedogenon map: Combining and spatialising the factors of soil formation
errGeoderma
IF6.6
err2025-07-30
err0
errOAAI
errNicolas Francos; Amin Sharififar; Trevan Flynn; Quentin Styc; Sandra J. Evangelista; Jose Padarian; Wartini Ng; Damien J. Field; Budiman Minasny; Alex B. McBratney
errShare
errSave
Soil policy principles and a policymaking framework using the soil security concept
errENVIRONMENTAL SCIENCE & POLICY
IF5.2
err2025-06-01
err0
errOAAI
errSharififar, Amin; Borrelli, Pasquale; Evangelista, Sandra J.; Field, Damien; Flynn, Trevan; Francos, Nicolas; Heuser, Irene; Hunakunti, Anilkumar; McBratney, Alex; Minasny, Budiman; Moreira, Fatima; Morgan, Cristine L. S.; Ng, Wartini; O'Donoghue, Thomas; Maldonado, Julio C. Pachon; Dobarco, Mercedes Roman; Styc, Quentin; Thiene, Mara; Watt, David; Wensley, Penelope; Wiese, Liesl; Yang, Jae E.
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errSave
Soil policy principles and a policymaking framework using the soil security concept (vol 168, 104057, 2025)
errENVIRONMENTAL SCIENCE & POLICY
IF5.2
err2025-06-01
err0
errOAAI
errSharififar, Amin; Borrelli, Pasquale; Evangelista, Sandra J.; Field, Damien; Flyn, Trevan; Francos, Nicolas; Heuser, Irene; Hunakunti, Anilkumar; Mcbratney, Alex; Minasny, Budiman; Moreira, Fatima; Morgan, Cristine L. S.; Ng, Wartini; O'Donoghue, Thomas; Maldonado, Julio C. Pachon; Dobarco, Mercedes Roman; Styc, Quentin; Thiene, Mara; Watt, David; Wensleyj, Penelope; Wiesek, Liesl; Yang, Jae E.
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errSave
A Quantitative Property-Based Layer and Profile Numerical Soil Classification System for Australia
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2025-04-18
err0
errOAAI
errNg, Wartini; McBratney, Alex B.
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
A
Alex B. McBratney
H-index: 112 · Papers: 808
B
Budiman Minasny
H-index: 94 · Papers: 737
B
Bas van Wesemael
H-index: 68 · Papers: 405
史
史舟 (Zhou Shi)
H-index: 68 · Papers: 615
P
Pasquale Borrelli
H-index: 61 · Papers: 230
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