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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：19/0  |  提交时间：2024/09/29
Visible near-infrared spectroscopy  Deep learning  Variable selection  Soil inorganic carbon  Northwest China  
Diffuse Reflectance Spectroscopy for Mapping Soil Carbon Stock in the Gilbués Desertification Region at Brazilian Cerrado 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 9
作者:  Galdino de Sousa, Julio Cesar;  Agra Bezerra da Silva, Yuri Jacques;  Martins, Vanessa;  Rodrigues, Sueli;  Rodrigues Teixeira, Marcos Paulo;  Dalto, Paulo Henrique;  de Melo Wanderley Neves, Laercio Vieira;  Rafael Sanchez-Rodriguez, Antonio;  Sobreira Barbosa, Ronny
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
pedometrics  near infrared  partial least square regression  geostatistics  sandy soils  state of Piaui  land degradation  
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：22/0  |  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：15/0  |  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  
Investigating the effect of workwear textile modification with nanometal-embedded PMMA polymer by a spray method on textile air permeability, bending stiffness and surface temperature induced by near-infrared 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS. 出版年: 2023
作者:  Derakhshanjazari, Milad;  Kouhnavard, Bahram;  Bagherzadeh, Roohollah;  Monazzam, Mohammad Reza;  Haghani, Masoud;  Zamanian, Zahra
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Modified textile  nanoparticles  polymethyl methacrylate  near-infrared  
Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture 期刊论文
发表期刊: SPECTROSCOPY LETTERS. 出版年: 2022, 卷号: 55, 期号: 1, 页码: 65-78
作者:  Zhao, Pengfei;  Hu, Can;  Xing, Jianfei;  Wang, Xufeng;  Guo, Wensong;  Wang, Long;  He, Xiaowei
收藏  |  浏览/下载：37/0  |  提交时间：2022/03/17
Characteristic variables  moisture content  near-infrared spectroscopy  rapid nondestructive detection  vermiculite substrates  
Experimental Study on Quantitative Inversion Model of Heavy Metals in Soda Saline-Alkali Soil Based on RBF Neural Network 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2022, 卷号: 42, 期号: 5, 页码: 1595-1600
作者:  Fu Yan-hua;  Liu Jing;  Mao Ya-chun;  Cao Wang;  Huang Jia-qi;  Zhao Zhan-guo
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
Soda saline-alkaline land  Visible-near infrared spectra  Spectral index  Heavy metal content  The inversion model  
Mapping Flash Flood Hazards in Arid Regions Using CubeSats 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 17
作者:  Wang, Zhaocheng;  Vivoni, Enrique R.
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
small satellites  hydrometeorology  urban flooding  drylands  monsoon  near-infrared  
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：60/0  |  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：32/0  |  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