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QPWS Feature Selection and CAE Fusion of Visible/Near-Infrared Spectroscopy Data for the Identification of Salix psammophila Origin 期刊论文
发表期刊: FORESTS. 出版年: 2024, 卷号: 15, 期号: 1
作者:  Ma, Yicheng;  Li, Ying;  Peng, Xinkai;  Chen, Congyu;  Li, Hengkai;  Wang, Xinping;  Wang, Weilong;  Lan, Xiaozhen;  Wang, Jixuan;  Pei, Zhiyong
收藏  |  浏览/下载：40/0  |  提交时间：2024/10/04
CAE  1D-CNN  PLS-DA  Vis-NIR  origin traceability  
Integration Vis-NIR Spectroscopy and Artificial Intelligence to Predict Some Soil Parameters in Arid Region: A Case Study of Wadi Elkobaneyya, South Egypt 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 3
作者:  El-Sayed, Moatez A.;  Abd-Elazem, Alaa H.;  Moursy, Ali R. A.;  Mohamed, Elsayed Said;  Kucher, Dmitry E.;  Fadl, Mohamed E.
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
soil parameters  vis-NIR  statistical parameters  remote sensing  Wadi Elkobaneyya  
A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 212
作者:  Wang, Yu;  Chen, Songchao;  Hong, Yongsheng;  Hu, Bifeng;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Deep learning  Vis-NIR spectroscopy  Soil Organic Carbon  Arid region  Feature selection  
Vis-NIR spectroscopy as an eco-friendly method for monitoring pedoenvironmental variations and pedological assessments in Lut Watershed, Central Iran 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2023, 卷号: 233
作者:  Rasooli, Najmeh;  Farpoor, Mohammad Hady;  Mahmoodabadi, Majid;  Esfandiarpour-Boroujeni, Isa
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Vis-NIR spectroscopy  Magnetic susceptibility  Geometric parameters  Evaporitic minerals  Partial least squares regression  Arid land  
Estimation of soil organic matter in the Ogan-Kuqa River Oasis, Northwest China, based on visible and near-infrared spectroscopy and machine learning 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2023, 卷号: 15, 期号: 2, 页码: 191-204
作者:  Zhou, Qian;  Ding, Jianli;  Ge, Xiangyu;  Li, Ke;  Zhang, Zipeng;  Gu, Yongsheng
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
soil organic matter content  vis-NIR spectroscopy  random forest  Boruta algorithm  machine learning  
Spectral simulation and method design of camouflage textiles for concealment of hyperspectral imaging in UV-Vis-IR against multidimensional combat background 期刊论文
发表期刊: JOURNAL OF THE TEXTILE INSTITUTE. 出版年: 2022
作者:  Hossain, Anowar
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Camouflage textiles  target signature  hyperspectral imaging and spectrometry  UV-Vis-IR  combat background  
Prediction of soil hydraulic properties using VIS-NIR spectral data in semi-arid region of Northern Karnataka Plateau 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Dharumarajan, S.;  Lalitha, M.;  Gomez, C.;  Vasundhara, R.;  Kalaiselvi, B.;  Hegde, Rajendra
收藏  |  浏览/下载：54/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 16
作者:  Bai, Zijin;  Xie, Modong;  Hu, Bifeng;  Luo, Defang;  Wan, Chang;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Vis-NIR spectroscopy  SOC  deep learning  spectral feature bands selection  
Quantification of some intrinsic soil properties using proximal sensing in arid lands: Application of Vis-NIR, MIR, and pXRF spectroscopy 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Di Loreto Di Raimo, Luis Augusto;  Melo Dematte, Jose Alexandre
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Vis-NIR-SWIR  Mid-IR and pXRF spectroscopy  Soil spectral behavior  PLSR, arid region  
Desert Soil Salinity Inversion Models Based on Field In Situ Spectroscopy in Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 19
作者:  Wang, Yu;  Xie, Modong;  Hu, Bifeng;  Jiang, Qingsong;  Shi, Zhou;  He, Yinfeng;  Peng, Jie
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Vis-NIR in situ spectroscopy  soil salinity  feature bands selection method  deep learning  inversion model