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科研机构
华中师范大学 [6]
内容类型
期刊论文 [6]
发表日期
2018 [6]
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发表日期:2018
专题:华中师范大学
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Combining fractional order derivative and spectral variable selection for organic matter estimation of homogeneous soil samples by VIS-NIR spectroscopy (Open Access)
期刊论文
Remote Sensing, 2018, 卷号: 10, 期号: 3, 页码: 479-
作者:
Hong, Yongsheng
;
Chen, Yiyun*
;
Yu, Lei
;
Liu, Yanfang*
;
Liu, Yaolin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/23
visible and near-infrared spectroscopy
soil organic matter
fractional order derivative
variable selection
support vector machine
Prediction of soil organic matter by VIS-NIR spectroscopy using normalized soil moisture index as a proxy of soil moisture (Open Access)
期刊论文
Remote Sensing, 2018, 卷号: 10, 期号: 1
作者:
Hong, Yongsheng
;
Yu, Lei
;
Chen, Yiyun*
;
Liu, Yanfang*
;
Liu, Yaolin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/23
Fuzzy k-means clustering
Normalized soil moisture index
Partial least square-support vector machine
Soil moisture
Soil organic matter
Visible and near-infrared spectroscopy
Rapid identification of soil organic matter level via visible and near-infrared spectroscopy: Effects of two-dimensional correlation coefficient and extreme learning machine
期刊论文
Science of the Total Environment, 2018, 卷号: 644, 页码: 1232-1243
作者:
Hong, Yongsheng
;
Chen, Songchao
;
Zhang, Yong
;
Chen, Yiyun*
;
Yu, Lei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/23
Correlation coefficient
Machine learning model
Remote sensing
Soil organic matter fertility level
Transferability of Vis-NIR models for soil organic carbon estimation between two study areas by using spiking
期刊论文
Soil Science Society of America Journal, 2018, 卷号: 82, 期号: 5, 页码: 1231-1242
作者:
Hong, Yongsheng
;
Chen, Yiyun*
;
Zhang, Yong
;
Liu, Yanfang*
;
Liu, Yaolin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/23
Application of spectrally derived soil type as ancillary data to improve the estimation of soil organic carbon by using the Chinese Soil Vis-NIR spectral library (Open Access)
期刊论文
Remote Sensing, 2018, 卷号: 10, 期号: 11
作者:
Liu, Yi
;
Shi, Zhou
;
Zhang, Ganlin
;
Chen, Yiyun*
;
Li, Shuo
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/23
Soil organic carbon
Soil spectral library
Soil type
Vis-NIR spectroscopy
Estimating lead and zinc concentrations in peri-urban agricultural soils through reflectance spectroscopy: Effects of fractional-order derivative and random forest.
期刊论文
The Science of the total environment, 2018, 卷号: 651, 期号: Pt 2, 页码: 1969-1982
作者:
Hong, Yongsheng
;
Shen, Ruili
;
Cheng, Hang
;
Chen, Yiyun*
;
Zhang, Yong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/23
Estimation mechanism
Predictive model
Proximal soil sensing
Soil heavy metal
Spectral derivative
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