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Yin‐Chung Huang

University of Sydney

5H-index
15Paper Count
119Citation Count
Published Papers 10
Publication Date
Field portable soil spectroscopy: What’s beyond Vis-NIR?
err2026-08-19
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errOAAI
errYin-Chung Huang; Wartini Ng; Tom O’Donoghue; Budiman Minasny; Alex B. McBratney
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Machine learning prediction of soil carbon fractions using bulk-soil and fraction-specific MIR spectra: Is physical fractionation necessary?
err2026-06-04
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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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Zero-shot inference with Tabular Prior-data Fitted Network (TabPFN) for soil MIR spectral analysis
err2026-05-29
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errOAAI
errYin-Chung Huang; José Padarian; Wartini Ng; Budiman Minasny; Alex B. McBratney
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SOC stabilisation shifts from carbon accumulation in temperate soils to mineral association in subtropical soils
err2026-01-23
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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
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Using Monte Carlo conformal prediction to evaluate the uncertainty of deep-learning soil spectral models
errSOIL
IF4.3
err2025-07-22
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errOAAI
errHuang, Yin-Chung; Padarian, Jose; Minasny, Budiman; McBratney, Alex B.
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Soil Science-Informed Machine Learning
err2024-12-01
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errMinasny, 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
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Using pXRF and Vis-NIR for characterizing diagnostic horizons of fine-textured podzolic soils in subtropical forests
err2023-09-01
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errOAAI
errHuang, Yin-Chung; Huang, Cho-Ying; Minasny, Budiman; Chen, Zueng-Sang; Hseu, Zeng-Yei
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Differentiation of fine-textured podzolic soils controlled by climate and landscape in Taiwan
err2022-12-01
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errHuang, Yin -Chung; Chen, Zueng-Sang; Hsu, Jhen-Yuan; Chiu, Chun -Mei; Hseu, Zeng-Yei
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