版权说明 操作指南
首页 > 成果 > 成果详情

A Hyperspectral Inversion Model of Forest Soil Organic Carbon in Subtropical Red Soil Area Based on Orthogonal Partial Least Square

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Zhao, Junyu;Jiang, Lin;Shi, Yuanyuan;Tang, Jian;Wu, Lichao;...
作者机构:
[Qin, Zuoyu; Tang, Jian; Shi, Yuanyuan; Zhao, Junyu; Cao, Jizhao] Guangxi Zhuang Autonomous Reg Forestry Res Inst, Guangxi Res & Dev Ctr New Forestry Fertilizer, Nanning 530002, Peoples R China.
[Jiang, Lin] State Owned Qipo Forest Farm Guangxi, Nanning 530225, Peoples R China.
[Wu, Lichao] Cent South Univ Forestry & Technol, Coll Forestry, Key Lab Cultivat & Protect Nonwood Forest Trees N, Changsha 410004, Peoples R China.
语种:
英文
关键词:
Visible-Near Infrared Spectroscopy;Near-Earth Remote Sensing;Linear Models;Plantation;Soil Information
期刊:
JOURNAL OF BIOBASED MATERIALS AND BIOENERGY
ISSN:
1556-6560
年:
2022
卷:
16
期:
3
页码:
474-480
基金类别:
Guangxi Key Laboratory of Superior Timber Trees Resource Cultivation [2020-A-04-01]; Guangxi Forestry science and technology promotion project [[2021]24]; Innovation-Driven Development Special Fund Project of Guangxi [AA17204087-11]
机构署名:
本校为其他机构
院系归属:
林学院
摘要:
Soil organic carbon (SOC) is a measureable component of soil organic matter, the widely used partial least squares (PLS) have limited ability in screening variables, a large amount of redundancy in soil hyperspectral data leads to the complexity and instability of the inversion model. In this study, the Eucalyptus plantation soil in subtropical red soil area of southern China was analyzed, orthogonal partial least square (OPLS) was applied to construct models, combined with recursive feature elimination (RFE) for bands screening, and the organic carbon content inversion models with full-band, ...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com