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Estimation of soil inorganic carbon with visible near-infrared spectroscopy coupling of variable selection and deep learning in arid region of China 期刊论文
发表期刊: GEODERMA. 出版年: 2023, 卷号: 437
作者:  Bai, Zijin;  Chen, Songchao;  Hong, Yongsheng;  Hu, Bifeng;  Luo, Defang;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Visible near-infrared spectroscopy  Deep learning  Variable selection  Soil inorganic carbon  Northwest China  
Hyperspectral Estimation of Soil Organic Carbon Content Based on Continuous Wavelet Transform and Successive Projection Algorithm in Arid Area of Xinjiang, China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Huang, Xiaoyu;  Wang, Xuemei;  Baishan, Kawuqiati;  An, Baisong
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
soil organic carbon content  visible-near infrared spectroscopy  continuous wavelet transform  successive projections algorithm  machine learning algorithms  
A new method to estimate soil organic matter using the combination model based on short memory fractional order derivative and machine learning model 期刊论文
发表期刊: INFRARED PHYSICS & TECHNOLOGY. 出版年: 2023, 卷号: 134
作者:  Fu, Chengbiao;  Gan, Shu;  Xiong, Heigang;  Tian, Anhong
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Soil organic matter  Visible and near infrared spectroscopy  Short memory fractional order derivative  Global memory fractional order derivative  Machine learning model  
Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
作者:  Wang, Zheng;  Ding, Jianli;  Zhang, Zipeng
收藏  |  浏览/下载：58/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Estimation of the Relative Abundance of Quartz to Clay Minerals Using the Visible-Near-Infrared-Shortwave-Infrared Spectral Region 期刊论文
发表期刊: APPLIED SPECTROSCOPY. 出版年: 2021, 卷号: 75, 期号: 7, 页码: 882-892
作者:  Francos, Nicolas;  Notesco, Gila;  Ben-Dor, Eyal
收藏  |  浏览/下载：31/0  |  提交时间：2021/11/29
Soil spectroscopy  quartz  clay minerals  visible-near-infrared-shortwave-infrared  Vis-NIR-SWIR  gradient boosting  machine learning  data analysis  longwave infrared  LWIR  thermal remote sensing  soil spectral library  
Estimates of carbon stocks in sandy soils cultivated under local management practices in Senegal's groundnut basin 期刊论文
发表期刊: REGIONAL ENVIRONMENTAL CHANGE. 出版年: 2021, 卷号: 21, 期号: 3
作者:  Malou, Oscar Pascal;  Moulin, Patricia;  Chevallier, Tiphaine;  Masse, Dominique;  Vayssieres, Jonathan;  Badiane-Ndour, Ndeye Yacine;  Tall, Laure;  Thiam, Abou;  Chapuis-Lardy, Lydie
收藏  |  浏览/下载：36/0  |  提交时间：2021/11/29
Soil organic carbon (SOC)  SOC stocks  West Africa  Organic input  Coarse texture  Visible near-infrared spectroscopy  
Combination of Fractional Order Differential and Machine Learning Algorithm for Spectral Estimation of Soil Organic Carbon Content 期刊论文
发表期刊: LASER & OPTOELECTRONICS PROGRESS. 出版年: 2020, 卷号: 57, 期号: 15
作者:  Zhao Qidong;  Ge Xiangyu;  Ding Jianli;  Wang Jingzhe;  Zhang Zhenhua;  Tian Meiling
收藏  |  浏览/下载：28/0  |  提交时间：2021/01/08
spectroscopy  soil organic carbon  visible-near infrared spectroscopy  machine learning  fractional order differential  
结合分数阶微分技术与机器学习算法的土壤有机碳含量光谱估测 期刊论文
发表期刊: 激光与光电子学进展. 出版年: 2020, 卷号: 57, 期号: 15
作者:  赵启东;  葛翔宇;  丁建丽;  王敬哲;  张振华;  田美玲
收藏  |  浏览/下载：23/0  |  提交时间：2021/01/08
spectroscopy  soil organic carbon  visible-near infrared spectroscopy  machine learning  fractional order differential  
Combining ancillary soil data with VisNIR spectra to improve predictions of organic and inorganic carbon content of soils 期刊论文
发表期刊: METHODSX. 出版年: 2018, 卷号: 5, 页码: 551-560
作者:  Filippi, Patrick;  Cattle, Stephen R.;  Bishop, Thomas F. A.;  Jones, Edward J.;  Minasny, Budiman
收藏  |  浏览/下载：23/0  |  提交时间：2021/01/08
Visible near-infrared spectroscopy  Ancillary soil data  Organic carbon  Inorganic carbon  Carbonate  Cubist  
Predicting total dissolved salts and soluble ion concentrations in agricultural soils using portable visible near-infrared and mid-infrared spectrometers 期刊论文
发表期刊: BIOSYSTEMS ENGINEERING. 出版年: 2016, 卷号: 152, 页码: 94-103
作者:  Peng, Jie;  Ji, Wenjun;  Ma, Ziqiang;  Li, Shuo;  Chen, Songchao;  Zhou, Lianqing;  Shi, Zhou
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Arid region  Soil salinization  Visible-near infrared spectroscopy  Mid-infrared spectroscopy  Partial least-square regression  Support vector machine