Improved multivariate modeling for soil organic matter content estimation using hyperspectral indexes and characteristic bands

Ming-Song Zhao; Tao Wang; Yuanyuan Lu; Shihang Wang; Yunjin Wu

doi:10.1371/journal.pone.0286825

Loading metrics

Open Access

Peer-reviewed

Research Article

Improved multivariate modeling for soil organic matter content estimation using hyperspectral indexes and characteristic bands

Ming-Song Zhao ,

Roles Formal analysis, Investigation, Writing – original draft

* E-mail: zhaomingsonggis@163.com

Affiliations School of Geomatics, Anhui University of Science and Technology, Huainan, Anhui, 232001, China, Key Laboratory of Aviation-Aerospace-Ground Cooperative Monitoring and Early Warning of Coal Mining-induced Disasters of Anhui Higher Education Institutes, Huainan, Anhui, 232001, China, Coal Industry Engineering Research Center of Collaborative Monitoring of Mining Area’s Environment and Disasters, Huainan, Anhui, 232001, China

https://orcid.org/0000-0002-5737-333X

⨯
Tao Wang,

Roles Formal analysis, Software

Affiliations School of Geomatics, Anhui University of Science and Technology, Huainan, Anhui, 232001, China, Key Laboratory of Aviation-Aerospace-Ground Cooperative Monitoring and Early Warning of Coal Mining-induced Disasters of Anhui Higher Education Institutes, Huainan, Anhui, 232001, China, Coal Industry Engineering Research Center of Collaborative Monitoring of Mining Area’s Environment and Disasters, Huainan, Anhui, 232001, China
⨯
Yuanyuan Lu,

Roles Investigation

Affiliations Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment of the People’s Republic China, Nanjing, 210042, China, Key Laboratory of Soil Environmental Management and Pollution Control, Ministry of Environment Protection, Nanjing, 210042, China
⨯
Shihang Wang,

Roles Writing – review & editing

Affiliations School of Geomatics, Anhui University of Science and Technology, Huainan, Anhui, 232001, China, Key Laboratory of Aviation-Aerospace-Ground Cooperative Monitoring and Early Warning of Coal Mining-induced Disasters of Anhui Higher Education Institutes, Huainan, Anhui, 232001, China, Coal Industry Engineering Research Center of Collaborative Monitoring of Mining Area’s Environment and Disasters, Huainan, Anhui, 232001, China
⨯
Yunjin Wu

Roles Supervision

Affiliations Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment of the People’s Republic China, Nanjing, 210042, China, Key Laboratory of Soil Environmental Management and Pollution Control, Ministry of Environment Protection, Nanjing, 210042, China
⨯

Improved multivariate modeling for soil organic matter content estimation using hyperspectral indexes and characteristic bands

Ming-Song Zhao,
Tao Wang,
Yuanyuan Lu,
Shihang Wang,
Yunjin Wu

Published: June 14, 2023
https://doi.org/10.1371/journal.pone.0286825

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
Software tools
Is the Subject Area "Software tools" applicable to this article?

Thanks for your feedback.
Valleys
Is the Subject Area "Valleys" applicable to this article?

Thanks for your feedback.
Agricultural soil science
Is the Subject Area "Agricultural soil science" applicable to this article?

Thanks for your feedback.
Preprocessing
Is the Subject Area "Preprocessing" applicable to this article?

Thanks for your feedback.