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Exploring the spatial variability of soil properties using reflectance spectroscopy and magnetic susceptibility techniques in arid lands 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2024, 卷号: 83, 期号: 1
作者:  Taghdis, Sahar;  Farpoor, Mohammad Hady;  Mahmoodabadi, Majid
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Arid lands  Magnetic parameters  PLSR  Soil physicochemical properties  Spatial variables  Spectral data  
Estimating the chromium concentration of farmland soils in an arid zone from hyperspectral reflectance by using partial least squares regression methods 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 161
作者:  Subi, Xayida;  Eziz, Mamattursun;  Zhong, Qing;  Li, Xinguo
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Hyperspectral reflectance  Soil chromium  Spectral transformation  Estimation model  
Hyperspectral estimation of mercury content of soil in Oasis city in arid zones of China 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2024, 卷号: 39, 期号: 1
作者:  Zhong, Qing;  Eziz, Mamattursun;  Ainiwaer, Mireguli;  Sawut, Rukeya;  Hou, Maorui
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Soil mercury content  spectral analysis  hyperspectral estimation  RFR  SVMR  
Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models 期刊论文
发表期刊: INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH. 出版年: 2024, 卷号: 12, 期号: 3, 页码: 726-740
作者:  Du, Ruiqi;  Chen, Junying;  Xiang, Youzhen;  Xiang, Ru;  Yang, Xizhen;  Wang, Tianyang;  He, Yujie;  Wu, Yuxiao;  Yin, Haoyuan;  Zhang, Zhitao;  Chen, Yinwen
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
XGBoost  Sentinel-2  Spectral unmixing  Soil water  Soil salt  Irrigation area  
Developing a Hyperspectral Remote Sensing-Based Algorithm to Diagnose Potato Moisture for Water-Saving Irrigation 期刊论文
发表期刊: HORTICULTURAE. 出版年: 2024, 卷号: 10, 期号: 8
作者:  Suyala, Qiqige;  Li, Zhuoling;  Zhang, Zhenxin;  Jia, Liguo;  Fan, Mingshou;  Sun, Youping;  Xing, Haifeng
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
potato  water diagnosis models  hyperspectral  precision irrigation  
Improving the Estimation Accuracy of Soil Organic Matter Content Based on the Spectral Reflectance from Soils with Different Grain Sizes 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 7
作者:  Subi, Xayida;  Eziz, Mamattursun;  Wang, Ning
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
soil grain size  SOM  soil spectrum  hyperspectral remote sensing  machine learning  
Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2024, 卷号: 24, 期号: 6, 页码: 2248-2267
作者:  Karami, Ali;  Moosavi, Ali Akbar;  Pourghasemi, Hamid Reza;  Ronaghi, Abdolmajid;  Ghasemi-Fasaei, Reza;  Lado, Marcos
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
Multiblock analysis  Partial least squares regression  Pedotransfer functions  Spectrotransfer function  Stepwise multiple linear regression  Support vector regression  Soil spectroscopy  
Feature Selection and Regression Models for Multisource Data-Based Soil Salinity Prediction: A Case Study of Minqin Oasis in Arid China 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 6
作者:  Zhang, Sheshu;  Zhao, Jun;  Yang, Jianxia;  Xie, Jinfeng;  Sun, Ziyun
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
remote sensing  soil salinization  feature subset selection  environmental covariate  red edge  texture feature  
Ensemble Band Selection for Quantification of Soil Total Nitrogen Levels from Hyperspectral Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 14
作者:  Misbah, Khalil;  Laamrani, Ahmed;  Voroney, Paul;  Khechba, Keltoum;  Casa, Raffaele;  Chehbouni, Abdelghani
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
agriculture  soil nutrients  hyperspectral remote sensing  semi-arid regions  croplands  
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：22/0  |  提交时间：2024/09/29
soil parameters  vis-NIR  statistical parameters  remote sensing  Wadi Elkobaneyya