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Applications of Electromagnetic Induction and Electrical Resistivity Tomography for Digital Monitoring and Assessment of the Soil: A Case Study of Al-Ahsa Oasis, Saudi Arabia 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 4
作者:  Mohammed, Maged;  El Mahmoudi, Ahmed;  Almolhem, Yousef
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
agricultural geophysics  soil salinity  hardpan  soil texture  electrical resistivity tomography  electromagnetic induction  precision agriculture  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
Spatial Relationship between Irrigation Water Salinity, Waterlogging, and Cropland Degradation in the Arid and Semi-Arid Environments 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Amer, Reda
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Landsat  NDVI  NDWI  soil salinity  waterlogging  arid and semiarid regions  
Soil Salinity Mapping Using Machine Learning Algorithms with the Sentinel-2 MSI in Arid Areas, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wang, Jiaqiang;  Peng, Jie;  Li, Hongyi;  Yin, Caiyun;  Liu, Weiyang;  Wang, Tianwei;  Zhang, Huaping
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
soil salinization  Sentinel-2 MSI  remote sensing  machine learning  arid area  
Validation and Comparison of Physical Models for Soil Salinity Mapping over an Arid Landscape Using Spectral Reflectance Measurements and Landsat-OLI Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Al-Ali, Z. M.;  Bannari, A.;  Rhinane, H.;  El-Battay, A.;  Shahid, S. A.;  Hameid, N.
收藏  |  浏览/下载：4/0  |  提交时间：2021/03/08
soil salinity  salinity models  remote sensing  spectral reflectance simulation  Landsat-OLI image  electrical conductivity  validation  
GPR and EMI Characterization of the Hyperarid Study Site of Yungay, Chile: Implications of Applying Geophysical Methods on Mars 期刊论文
发表期刊: EARTH AND SPACE SCIENCE. 出版年: 2021, 卷号: 8, 期号: 12
作者:  Bo, I. Dal;  Klotzsche, A.;  Bol, R.;  Moradi, G.;  Weihermueller, L.;  Vereecken, H.;  van der Kruk, J.
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
ground penetrating radar  electromagnetic induction  geophysical imaging  hyperarid environment  Mars exploration  
Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Zeraatpisheh, Mojtaba;  Dematte, Jose Alexandre Melo
收藏  |  浏览/下载：2/0  |  提交时间：2022/02/12
soil salinization  machine learning  remote and proximal sensing  Sentinel-2 MSI  SySI  soil health  
Field-Scale Characterization of Spatio-Temporal Variability of Soil Salinity in Three Dimensions 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Li, Hongyi;  Liu, Xinlu;  Hu, Bifeng;  Biswas, Asim;  Jiang, Qingsong;  Liu, Weiyang;  Wang, Nan;  Peng, Jie
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
soil profile  soil salinization  spatio-temporal variation  electromagnetic induction  three-dimension visualization  
Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Wang, Nan;  Xue, Jie;  Peng, Jie;  Biswas, Asim;  He, Yong;  Shi, Zhou
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
soil salinity  remote sensing  machine learning  predictive mapping  
Sentinel-MSI and Landsat-OLI Data Quality Characterization for High Temporal Frequency Monitoring of Soil Salinity Dynamic in an Arid Landscape 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2020, 卷号: 13, 页码: 2434-2450
作者:  Bannari, Abdou;  Musa, Nadir Hameid Mohamed;  Abuelgasim, Abdelgadir;  El-Battay, Ali
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
Salinity (geophysical)  Soil  Sensors  Monitoring  Reflectivity  Remote sensing  Arid landscape  images data  landsat-OLI  semi-empirical model  sentinel-MSI  simulated data  soil salinity  soil salinity and sodicity index (SSSI)  spectroradiometric measurements