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Integrating multiple electromagnetic data to map spatiotemporal variability of soil salinity in Kairouan region, Central Tunisia 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2022
作者:  Zarai, Besma;  Walter, Christian;  Michot, Didier;  Montoroi, Jean P.;  Hachicha, Mohamed
收藏  |  浏览/下载：62/0  |  提交时间：2022/03/17
electrical conductivity  soil salinity  saturated paste extract  apparent electrical conductivity  multiple linear regression  Tunisia  
Regional soil salinity spatiotemporal dynamics and improved temporal stability analysis in arid agricultural areas 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2022
作者:  Sun, Guanfang;  Zhu, Yan;  Ye, Ming;  Yang, Yang;  Yang, Jinzhong;  Mao, Wei;  Wu, Jingwei
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Regional soil salinity variability  Arid agricultural area  Temporal stability analysis  Geostatistical analysis  Spatial mean of soil salinity  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
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：23/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：30/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Simulating and monitoring water flow, salinity distribution and yield production under buried diffuser irrigation for date palm tree in Saharan Jemna oasis (North Africa) 期刊论文
发表期刊: AGRICULTURE ECOSYSTEMS & ENVIRONMENT. 出版年: 2022, 卷号: 325
作者:  Zemni, Nessrine;  Slama, Fairouz;  Bouksila, Fethi;  Bouhlila, Rachida
收藏  |  浏览/下载：26/0  |  提交时间：2022/02/12
HYDRUS (2D/3D)  Subsurface irrigation  Buried diffuser  Salinity  Oasis  Date palm  
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  
Minimising the effect of moisture on soil property prediction accuracy using external parameter orthogonalization 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2022, 卷号: 215
作者:  Mirzaei, Saham;  Boloorani, Ali Darvishi;  Bahrami, Hossein Ali;  Alavipanah, Seyed Kazem;  Mousivand, Alijafar;  Mouazen, Abdul Mounem
收藏  |  浏览/下载：13/0  |  提交时间：2022/02/12
EPO  PLS-BPNN  Soil moisture  Soil texture  Soil salinity  VNIR spectrometry  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载：24/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
Monitoring soil salinization and its spatiotemporal variation at different depths across the Yellow River Delta based on remote sensing data with multi-parameter optimization 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Cheng, Tiantian;  Zhang, Jiahua;  Zhang, Sha;  Bai, Yun;  Wang, Jingwen;  Li, Shuaishuai;  Javid, Tehseen;  Meng, Xianglei;  Sharma, Til Prasad Pangali
收藏  |  浏览/下载：28/0  |  提交时间：2022/02/12
Soil salinization  Remote sensing  Multi-parameter optimization  Yellow River Delta  Spatiotemporal dynamic