Desert soil clay content estimation using reflectance spectroscopy preprocessed by fractional derivative

Jingzhe Wang; Tashpolat Tiyip; Jianli Ding; Dong Zhang; Wei Liu; Fei Wang; Nigara Tashpolat

doi:10.1371/journal.pone.0184836

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Open Access

Peer-reviewed

Research Article

Desert soil clay content estimation using reflectance spectroscopy preprocessed by fractional derivative

Jingzhe Wang,

Roles Conceptualization, Formal analysis, Investigation, Writing – review & editing

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China

http://orcid.org/0000-0001-8332-7997

⨯
Tashpolat Tiyip ,

Roles Resources, Writing – review & editing

* E-mail: tash_xju@163.com

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯
Jianli Ding,

Roles Investigation

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯
Dong Zhang,

Roles Conceptualization, Formal analysis, Investigation, Resources, Writing – review & editing

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯
Wei Liu,

Roles Formal analysis, Investigation

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯
Fei Wang,

Roles Resources

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯
Nigara Tashpolat

Roles Resources

Affiliations College of Resources and Environment Science, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi, Xinjiang, China
⨯

Desert soil clay content estimation using reflectance spectroscopy preprocessed by fractional derivative

Jingzhe Wang,
Tashpolat Tiyip,
Jianli Ding,
Dong Zhang,
Wei Liu,
Fei Wang,
Nigara Tashpolat

Published: September 21, 2017
https://doi.org/10.1371/journal.pone.0184836

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Forecasting
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Clay mineralogy
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Algorithms
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Soil chemistry
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