Hyperspectral band selection and modeling of soil organic matter content in a forest using the Ranger algorithm

Yuanyuan Shi; Junyu Zhao; Xianchong Song; Zuoyu Qin; Lichao Wu; Huili Wang; Jian Tang

doi:10.1371/journal.pone.0253385

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Open Access

Peer-reviewed

Research Article

Hyperspectral band selection and modeling of soil organic matter content in a forest using the Ranger algorithm

Yuanyuan Shi ,

Contributed equally to this work with: Yuanyuan Shi, Junyu Zhao

Roles Data curation, Formal analysis, Investigation, Software, Writing – original draft, Writing – review & editing

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China
⨯
Junyu Zhao ,

Contributed equally to this work with: Yuanyuan Shi, Junyu Zhao

Roles Data curation, Formal analysis, Investigation, Resources, Software

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China
⨯
Xianchong Song,

Roles Formal analysis, Investigation

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China
⨯
Zuoyu Qin,

Roles Formal analysis, Investigation

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China
⨯
Lichao Wu,

Roles Supervision

Affiliation Key Laboratory of Cultivation and Protection for Non-Wood Forest Trees of National Ministry of Education, Central South University of Forestry and Technology, Changsha, China
⨯
Huili Wang,

Roles Investigation

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China
⨯
Jian Tang

Roles Investigation, Supervision

* E-mail: lk779343445@126.com

Affiliation Guangxi Forestry Research Institute, Key Laboratory of Central South Fast-Growing Timber Cultivation of Forestry Ministry of China, Nanning, China

https://orcid.org/0000-0001-8828-7322

⨯

Hyperspectral band selection and modeling of soil organic matter content in a forest using the Ranger algorithm

Yuanyuan Shi,
Junyu Zhao,
Xianchong Song,
Zuoyu Qin,
Lichao Wu,
Huili Wang,
Jian Tang

Published: June 28, 2021
https://doi.org/10.1371/journal.pone.0253385

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